
root"_tf_keras_network*{"name": "movinet_classifier", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "class_name": "Vision>MovinetClassifier", "config": {"backbone": {"class_name": "Vision>Movinet", "config": {"model_id": "a3", "causal": false, "use_positional_encoding": false, "conv_type": "3d", "activation": "simple_swish", "use_sync_bn": false, "norm_momentum": 0.99, "norm_epsilon": 0.001, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "bias_regularizer": null, "stochastic_depth_drop_rate": 0.0}, "__passive_serialization__": true, "shared_object_id": 0}, "activation": "simple_swish", "num_classes": 600, "input_specs": {"image": {"class_name": "InputSpec", "config": {"dtype": null, "shape": [null, null, null, null, 3], "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}}}, "dropout_rate": 0.0, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "bias_regularizer": null, "output_states": false}, "shared_object_id": 1, "input_spec": [{"class_name": "InputSpec", "config": {"dtype": null, "shape": {"class_name": "__tuple__", "items": [null, null, null, null, 3]}, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}}], "build_input_shape": {"image": {"class_name": "TensorShape", "items": [null, null, null, null, 3]}}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"image": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, null, null, null, 3]}, "float32", "image"]}}], {}]}, "save_spec": {"image": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, null, null, null, 3]}, "float32", "image"]}}, "keras_version": "2.7.0", "backend": "tensorflow", "model_config": {"class_name": "MovinetClassifier", "config": {"backbone": {"class_name": "Movinet", "config": {"model_id": "a3", "causal": false, "use_positional_encoding": false, "conv_type": "3d", "activation": "simple_swish", "use_sync_bn": false, "norm_momentum": 0.99, "norm_epsilon": 0.001, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "bias_regularizer": null, "stochastic_depth_drop_rate": 0.0}}, "activation": "simple_swish", "num_classes": 600, "input_specs": {"image": {"class_name": "InputSpec", "config": {"dtype": null, "shape": [null, null, null, null, 3], "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}}}, "dropout_rate": 0.0, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "bias_regularizer": null, "output_states": false}}, "training_config": {"loss": null, "metrics": null, "weighted_metrics": null, "loss_weights": null, "optimizer_config": {"class_name": "RMSprop", "config": {"name": "RMSprop", "learning_rate": 0.001, "decay": 0.0, "rho": 0.9, "momentum": 0.0, "epsilon": 1e-07, "centered": false}}}}2
root.layer-0"_tf_keras_input_layer*{"class_name": "InputLayer", "name": "image", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, null, 3]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, null, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "image"}}2
root.layer_with_weights-0"_tf_keras_network*{"name": "movinet", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "class_name": "Vision>Movinet", "config": {"model_id": "a3", "causal": false, "use_positional_encoding": false, "conv_type": "3d", "activation": "simple_swish", "use_sync_bn": false, "norm_momentum": 0.99, "norm_epsilon": 0.001, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "bias_regularizer": null, "stochastic_depth_drop_rate": 0.0}, "__passive_serialization__": true, "shared_object_id": 0, "input_spec": [{"class_name": "InputSpec", "config": {"dtype": null, "shape": {"class_name": "__tuple__", "items": [null, null, null, null, 3]}, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}}], "build_input_shape": {"image": {"class_name": "TensorShape", "items": [null, null, null, null, 3]}}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"image": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, null, null, null, 3]}, "float32", "inputs"]}}], {}]}, "save_spec": {"image": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, null, null, null, 3]}, "float32", "inputs"]}}, "keras_version": "2.7.0", "backend": "tensorflow", "model_config": {"class_name": "Movinet", "config": {"model_id": "a3", "causal": false, "use_positional_encoding": false, "conv_type": "3d", "activation": "simple_swish", "use_sync_bn": false, "norm_momentum": 0.99, "norm_epsilon": 0.001, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "bias_regularizer": null, "stochastic_depth_drop_rate": 0.0}}}2
root.layer_with_weights-1"_tf_keras_layer*{"name": "classifier_head", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ClassifierHead", "config": {"name": "classifier_head", "trainable": true, "dtype": "float32", "head_filters": 2048, "num_classes": 600, "dropout_rate": 0.0, "conv_type": "3d", "activation": "simple_swish", "output_activation": null, "max_pool_predictions": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null}, "shared_object_id": 4}2
!root.layer_with_weights-0.layer-0"_tf_keras_input_layer*{"class_name": "InputLayer", "name": "inputs", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, null, 3]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, null, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "inputs"}}2
.root.layer_with_weights-0.layer_with_weights-0"_tf_keras_layer*{"name": "stem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Stem", "config": {"name": "stem", "trainable": true, "dtype": "float32", "out_filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "causal": false, "activation": "simple_swish", "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/stem"}, "shared_object_id": 5}2
.root.layer_with_weights-0.layer_with_weights-1"_tf_keras_layer*{"name": "b0/l0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b0/l0", "trainable": true, "dtype": "float32", "out_filters": 16, "expand_filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b0/l0"}, "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
.root.layer_with_weights-0.layer_with_weights-2"_tf_keras_layer*{"name": "b0/l1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b0/l1", "trainable": true, "dtype": "float32", "out_filters": 16, "expand_filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b0/l1"}, "shared_object_id": 7, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
.root.layer_with_weights-0.layer_with_weights-3"_tf_keras_layer*{"name": "b0/l2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b0/l2", "trainable": true, "dtype": "float32", "out_filters": 16, "expand_filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b0/l2"}, "shared_object_id": 8, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
.root.layer_with_weights-0.layer_with_weights-4"_tf_keras_layer*{"name": "b0/l3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b0/l3", "trainable": true, "dtype": "float32", "out_filters": 16, "expand_filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b0/l3"}, "shared_object_id": 9, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
.root.layer_with_weights-0.layer_with_weights-5"_tf_keras_layer*{"name": "b1/l0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b1/l0", "trainable": true, "dtype": "float32", "out_filters": 48, "expand_filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b1/l0"}, "shared_object_id": 10, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
.root.layer_with_weights-0.layer_with_weights-6"_tf_keras_layer*{"name": "b1/l1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b1/l1", "trainable": true, "dtype": "float32", "out_filters": 48, "expand_filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b1/l1"}, "shared_object_id": 11, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
.root.layer_with_weights-0.layer_with_weights-7"_tf_keras_layer*{"name": "b1/l2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b1/l2", "trainable": true, "dtype": "float32", "out_filters": 48, "expand_filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b1/l2"}, "shared_object_id": 12, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
.root.layer_with_weights-0.layer_with_weights-8"_tf_keras_layer*{"name": "b1/l3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b1/l3", "trainable": true, "dtype": "float32", "out_filters": 48, "expand_filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b1/l3"}, "shared_object_id": 13, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
.root.layer_with_weights-0.layer_with_weights-9"_tf_keras_layer*{"name": "b1/l4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b1/l4", "trainable": true, "dtype": "float32", "out_filters": 48, "expand_filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b1/l4"}, "shared_object_id": 14, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
/root.layer_with_weights-0.layer_with_weights-10"_tf_keras_layer*{"name": "b1/l5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b1/l5", "trainable": true, "dtype": "float32", "out_filters": 48, "expand_filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b1/l5"}, "shared_object_id": 15, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
/root.layer_with_weights-0.layer_with_weights-11"_tf_keras_layer*{"name": "b2/l0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b2/l0", "trainable": true, "dtype": "float32", "out_filters": 80, "expand_filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b2/l0"}, "shared_object_id": 16, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
/root.layer_with_weights-0.layer_with_weights-12"_tf_keras_layer*{"name": "b2/l1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b2/l1", "trainable": true, "dtype": "float32", "out_filters": 80, "expand_filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b2/l1"}, "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
/root.layer_with_weights-0.layer_with_weights-13"_tf_keras_layer*{"name": "b2/l2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b2/l2", "trainable": true, "dtype": "float32", "out_filters": 80, "expand_filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b2/l2"}, "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
/root.layer_with_weights-0.layer_with_weights-14"_tf_keras_layer*{"name": "b2/l3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b2/l3", "trainable": true, "dtype": "float32", "out_filters": 80, "expand_filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b2/l3"}, "shared_object_id": 19, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
/root.layer_with_weights-0.layer_with_weights-15"_tf_keras_layer*{"name": "b2/l4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b2/l4", "trainable": true, "dtype": "float32", "out_filters": 80, "expand_filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b2/l4"}, "shared_object_id": 20, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
/root.layer_with_weights-0.layer_with_weights-16"_tf_keras_layer*{"name": "b3/l0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l0", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l0"}, "shared_object_id": 21, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
/root.layer_with_weights-0.layer_with_weights-17"_tf_keras_layer*{"name": "b3/l1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l1", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l1"}, "shared_object_id": 22, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
/root.layer_with_weights-0.layer_with_weights-18"_tf_keras_layer*{"name": "b3/l2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l2", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l2"}, "shared_object_id": 23, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
 /root.layer_with_weights-0.layer_with_weights-19"_tf_keras_layer*{"name": "b3/l3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l3", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l3"}, "shared_object_id": 24, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
!/root.layer_with_weights-0.layer_with_weights-20"_tf_keras_layer*{"name": "b3/l4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l4", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l4"}, "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
"/root.layer_with_weights-0.layer_with_weights-21"_tf_keras_layer*{"name": "b3/l5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l5", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l5"}, "shared_object_id": 26, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
#/root.layer_with_weights-0.layer_with_weights-22"_tf_keras_layer*{"name": "b3/l6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l6", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l6"}, "shared_object_id": 27, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
$/root.layer_with_weights-0.layer_with_weights-23"_tf_keras_layer*{"name": "b3/l7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b3/l7", "trainable": true, "dtype": "float32", "out_filters": 88, "expand_filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b3/l7"}, "shared_object_id": 28, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
%/root.layer_with_weights-0.layer_with_weights-24"_tf_keras_layer*{"name": "b4/l0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l0", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l0"}, "shared_object_id": 29, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
&/root.layer_with_weights-0.layer_with_weights-25"_tf_keras_layer*{"name": "b4/l1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l1", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l1"}, "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
'/root.layer_with_weights-0.layer_with_weights-26"_tf_keras_layer*{"name": "b4/l2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l2", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l2"}, "shared_object_id": 31, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
(/root.layer_with_weights-0.layer_with_weights-27"_tf_keras_layer*{"name": "b4/l3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l3", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l3"}, "shared_object_id": 32, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
)/root.layer_with_weights-0.layer_with_weights-28"_tf_keras_layer*{"name": "b4/l4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l4", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l4"}, "shared_object_id": 33, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
*/root.layer_with_weights-0.layer_with_weights-29"_tf_keras_layer*{"name": "b4/l5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l5", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l5"}, "shared_object_id": 34, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
+/root.layer_with_weights-0.layer_with_weights-30"_tf_keras_layer*{"name": "b4/l6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l6", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l6"}, "shared_object_id": 35, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
,/root.layer_with_weights-0.layer_with_weights-31"_tf_keras_layer*{"name": "b4/l7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l7", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l7"}, "shared_object_id": 36, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
-/root.layer_with_weights-0.layer_with_weights-32"_tf_keras_layer*{"name": "b4/l8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l8", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l8"}, "shared_object_id": 37, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
./root.layer_with_weights-0.layer_with_weights-33"_tf_keras_layer*{"name": "b4/l9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MovinetBlock", "config": {"name": "b4/l9", "trainable": true, "dtype": "float32", "out_filters": 168, "expand_filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "causal": false, "activation": "simple_swish", "gating_activation": "sigmoid", "se_ratio": 0.25, "stochastic_depth_drop_rate": 0.0, "conv_type": "3d", "se_type": "3d", "use_positional_encoding": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/b4/l9"}, "shared_object_id": 38, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
//root.layer_with_weights-0.layer_with_weights-34"_tf_keras_layer*{"name": "head", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Head", "config": {"name": "head", "trainable": true, "dtype": "float32", "project_filters": 744, "conv_type": "3d", "activation": "simple_swish", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "state_prefix": "state/head"}, "shared_object_id": 39}2
4"root.layer_with_weights-1._dropout"_tf_keras_layer*{"name": "dropout", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout", "trainable": true, "dtype": "float32", "rate": 0.0, "noise_shape": null, "seed": null}, "shared_object_id": 40}2
5root.layer_with_weights-1._head"_tf_keras_layer*{"name": "head", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "head", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 744]}}2
6%root.layer_with_weights-1._classifier"_tf_keras_layer*{"name": "classifier", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "classifier", "trainable": true, "dtype": "float32", "filters": 600, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": {"class_name": "RandomNormal", "config": {"mean": 0.0, "stddev": 0.01, "seed": null}, "__passive_serialization__": true, "shared_object_id": 42}, "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 43, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 2048]}}2
7#root.layer_with_weights-1._max_pool"_tf_keras_layer*{"name": "temporal_softmax_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>TemporalSoftmaxPool", "config": {"name": "temporal_softmax_pool", "trainable": true, "dtype": "float32"}, "shared_object_id": 44}2
8"root.layer_with_weights-1._squeeze"_tf_keras_layer*{"name": "squeeze3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Squeeze3D", "config": {"name": "squeeze3d", "trainable": true, "dtype": "float32"}, "shared_object_id": 45}2
9root.layer_with_weights-1._cast"_tf_keras_layer*{"name": "cast", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "cast", "trainable": true, "dtype": "float32", "activation": "linear"}, "shared_object_id": 46}2
4root.layer_with_weights-0.layer_with_weights-0._stem"_tf_keras_layer*{"name": "stem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "stem", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/stem"}, "shared_object_id": 47, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 3]}}2
9root.layer_with_weights-0.layer_with_weights-1._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 48, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
7root.layer_with_weights-0.layer_with_weights-1._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b0/l0"}, "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
:root.layer_with_weights-0.layer_with_weights-1._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 50, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
9root.layer_with_weights-0.layer_with_weights-1._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 16, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b0/l0"}, "shared_object_id": 51, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
4root.layer_with_weights-0.layer_with_weights-1._skip"_tf_keras_layer*{"name": "skip", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SkipBlock", "config": {"name": "skip", "trainable": true, "dtype": "float32", "out_filters": 16, "downsample": true, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001}, "shared_object_id": 52}2
Aroot.layer_with_weights-0.layer_with_weights-1._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 53}2
9root.layer_with_weights-0.layer_with_weights-2._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
7root.layer_with_weights-0.layer_with_weights-2._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b0/l1"}, "shared_object_id": 55, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
:root.layer_with_weights-0.layer_with_weights-2._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 56, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
9root.layer_with_weights-0.layer_with_weights-2._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 16, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b0/l1"}, "shared_object_id": 57, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Aroot.layer_with_weights-0.layer_with_weights-2._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 58}2
9root.layer_with_weights-0.layer_with_weights-3._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 59, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
7root.layer_with_weights-0.layer_with_weights-3._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b0/l2"}, "shared_object_id": 60, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
:root.layer_with_weights-0.layer_with_weights-3._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 61, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
9root.layer_with_weights-0.layer_with_weights-3._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 16, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b0/l2"}, "shared_object_id": 62, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Aroot.layer_with_weights-0.layer_with_weights-3._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 63}2
9root.layer_with_weights-0.layer_with_weights-4._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 64, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
7root.layer_with_weights-0.layer_with_weights-4._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b0/l3"}, "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
:root.layer_with_weights-0.layer_with_weights-4._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
9root.layer_with_weights-0.layer_with_weights-4._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 16, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b0/l3"}, "shared_object_id": 67, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Aroot.layer_with_weights-0.layer_with_weights-4._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 68}2
9root.layer_with_weights-0.layer_with_weights-5._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 69, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
7root.layer_with_weights-0.layer_with_weights-5._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b1/l0"}, "shared_object_id": 70, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
:root.layer_with_weights-0.layer_with_weights-5._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 71, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
9root.layer_with_weights-0.layer_with_weights-5._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 32, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b1/l0"}, "shared_object_id": 72, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
4root.layer_with_weights-0.layer_with_weights-5._skip"_tf_keras_layer*{"name": "skip", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SkipBlock", "config": {"name": "skip", "trainable": true, "dtype": "float32", "out_filters": 48, "downsample": true, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001}, "shared_object_id": 73}2
Aroot.layer_with_weights-0.layer_with_weights-5._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 74}2
9root.layer_with_weights-0.layer_with_weights-6._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 75, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
7root.layer_with_weights-0.layer_with_weights-6._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b1/l1"}, "shared_object_id": 76, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
:root.layer_with_weights-0.layer_with_weights-6._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 77, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
9root.layer_with_weights-0.layer_with_weights-6._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 40, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b1/l1"}, "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Aroot.layer_with_weights-0.layer_with_weights-6._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 79}2
9root.layer_with_weights-0.layer_with_weights-7._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 80, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
7root.layer_with_weights-0.layer_with_weights-7._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b1/l2"}, "shared_object_id": 81, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
:root.layer_with_weights-0.layer_with_weights-7._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 82, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
9root.layer_with_weights-0.layer_with_weights-7._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 32, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b1/l2"}, "shared_object_id": 83, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Aroot.layer_with_weights-0.layer_with_weights-7._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 84}2
9root.layer_with_weights-0.layer_with_weights-8._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 85, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
7root.layer_with_weights-0.layer_with_weights-8._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b1/l3"}, "shared_object_id": 86, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
:root.layer_with_weights-0.layer_with_weights-8._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 87, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
9root.layer_with_weights-0.layer_with_weights-8._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 32, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b1/l3"}, "shared_object_id": 88, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Aroot.layer_with_weights-0.layer_with_weights-8._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 89}2
9root.layer_with_weights-0.layer_with_weights-9._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
7root.layer_with_weights-0.layer_with_weights-9._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b1/l4"}, "shared_object_id": 91, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
:root.layer_with_weights-0.layer_with_weights-9._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 92, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
9root.layer_with_weights-0.layer_with_weights-9._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 40, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b1/l4"}, "shared_object_id": 93, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Aroot.layer_with_weights-0.layer_with_weights-9._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 94}2
:root.layer_with_weights-0.layer_with_weights-10._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 95, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
8root.layer_with_weights-0.layer_with_weights-10._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b1/l5"}, "shared_object_id": 96, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
;root.layer_with_weights-0.layer_with_weights-10._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
:root.layer_with_weights-0.layer_with_weights-10._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 40, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b1/l5"}, "shared_object_id": 98, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Broot.layer_with_weights-0.layer_with_weights-10._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 99}2
:root.layer_with_weights-0.layer_with_weights-11._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 100, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
8root.layer_with_weights-0.layer_with_weights-11._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b2/l0"}, "shared_object_id": 101, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
;root.layer_with_weights-0.layer_with_weights-11._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
:root.layer_with_weights-0.layer_with_weights-11._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b2/l0"}, "shared_object_id": 103, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
5root.layer_with_weights-0.layer_with_weights-11._skip"_tf_keras_layer*{"name": "skip", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SkipBlock", "config": {"name": "skip", "trainable": true, "dtype": "float32", "out_filters": 80, "downsample": true, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001}, "shared_object_id": 104}2
Broot.layer_with_weights-0.layer_with_weights-11._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 105}2
:root.layer_with_weights-0.layer_with_weights-12._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 106, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
8root.layer_with_weights-0.layer_with_weights-12._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b2/l1"}, "shared_object_id": 107, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
;root.layer_with_weights-0.layer_with_weights-12._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 108, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
:root.layer_with_weights-0.layer_with_weights-12._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 40, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b2/l1"}, "shared_object_id": 109, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
Broot.layer_with_weights-0.layer_with_weights-12._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 110}2
:root.layer_with_weights-0.layer_with_weights-13._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 111, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
8root.layer_with_weights-0.layer_with_weights-13._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b2/l2"}, "shared_object_id": 112, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
;root.layer_with_weights-0.layer_with_weights-13._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 113, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
:root.layer_with_weights-0.layer_with_weights-13._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b2/l2"}, "shared_object_id": 114, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Broot.layer_with_weights-0.layer_with_weights-13._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 115}2
:root.layer_with_weights-0.layer_with_weights-14._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 116, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
8root.layer_with_weights-0.layer_with_weights-14._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b2/l3"}, "shared_object_id": 117, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
;root.layer_with_weights-0.layer_with_weights-14._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 118, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
:root.layer_with_weights-0.layer_with_weights-14._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 48, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b2/l3"}, "shared_object_id": 119, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
Broot.layer_with_weights-0.layer_with_weights-14._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 120}2
:root.layer_with_weights-0.layer_with_weights-15._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 121, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
8root.layer_with_weights-0.layer_with_weights-15._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b2/l4"}, "shared_object_id": 122, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
;root.layer_with_weights-0.layer_with_weights-15._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 123, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
:root.layer_with_weights-0.layer_with_weights-15._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b2/l4"}, "shared_object_id": 124, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Broot.layer_with_weights-0.layer_with_weights-15._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 125}2
:root.layer_with_weights-0.layer_with_weights-16._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 126, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
8root.layer_with_weights-0.layer_with_weights-16._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l0"}, "shared_object_id": 127, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-16._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 128, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-16._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l0"}, "shared_object_id": 129, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
5root.layer_with_weights-0.layer_with_weights-16._skip"_tf_keras_layer*{"name": "skip", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SkipBlock", "config": {"name": "skip", "trainable": true, "dtype": "float32", "out_filters": 88, "downsample": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001}, "shared_object_id": 130}2
Broot.layer_with_weights-0.layer_with_weights-16._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 131}2
:root.layer_with_weights-0.layer_with_weights-17._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 132, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-17._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l1"}, "shared_object_id": 133, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-17._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 134, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-17._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l1"}, "shared_object_id": 135, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Broot.layer_with_weights-0.layer_with_weights-17._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 136}2
:root.layer_with_weights-0.layer_with_weights-18._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 137, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-18._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l2"}, "shared_object_id": 138, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-18._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 139, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-18._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l2"}, "shared_object_id": 140, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Broot.layer_with_weights-0.layer_with_weights-18._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 141}2
:root.layer_with_weights-0.layer_with_weights-19._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 142, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-19._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l3"}, "shared_object_id": 143, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-19._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 144, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-19._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l3"}, "shared_object_id": 145, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Broot.layer_with_weights-0.layer_with_weights-19._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 146}2
:root.layer_with_weights-0.layer_with_weights-20._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 147, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-20._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l4"}, "shared_object_id": 148, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
;root.layer_with_weights-0.layer_with_weights-20._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 149, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
:root.layer_with_weights-0.layer_with_weights-20._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 40, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l4"}, "shared_object_id": 150, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
Broot.layer_with_weights-0.layer_with_weights-20._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 151}2
:root.layer_with_weights-0.layer_with_weights-21._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 152, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-21._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l5"}, "shared_object_id": 153, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-21._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 154, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-21._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l5"}, "shared_object_id": 155, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Broot.layer_with_weights-0.layer_with_weights-21._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 156}2
:root.layer_with_weights-0.layer_with_weights-22._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 157, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-22._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l6"}, "shared_object_id": 158, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-22._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 159, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-22._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l6"}, "shared_object_id": 160, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Broot.layer_with_weights-0.layer_with_weights-22._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 161}2
:root.layer_with_weights-0.layer_with_weights-23._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 162, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-23._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b3/l7"}, "shared_object_id": 163, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
;root.layer_with_weights-0.layer_with_weights-23._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 164, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
:root.layer_with_weights-0.layer_with_weights-23._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 64, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b3/l7"}, "shared_object_id": 165, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Broot.layer_with_weights-0.layer_with_weights-23._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 166}2
:root.layer_with_weights-0.layer_with_weights-24._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 167, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
8root.layer_with_weights-0.layer_with_weights-24._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l0"}, "shared_object_id": 168, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
;root.layer_with_weights-0.layer_with_weights-24._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 169, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
:root.layer_with_weights-0.layer_with_weights-24._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 144, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l0"}, "shared_object_id": 170, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
5root.layer_with_weights-0.layer_with_weights-24._skip"_tf_keras_layer*{"name": "skip", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SkipBlock", "config": {"name": "skip", "trainable": true, "dtype": "float32", "out_filters": 168, "downsample": true, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001}, "shared_object_id": 171}2
Broot.layer_with_weights-0.layer_with_weights-24._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 172}2
:root.layer_with_weights-0.layer_with_weights-25._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 173, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-25._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l1"}, "shared_object_id": 174, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
;root.layer_with_weights-0.layer_with_weights-25._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 175, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
:root.layer_with_weights-0.layer_with_weights-25._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 112, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l1"}, "shared_object_id": 176, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Broot.layer_with_weights-0.layer_with_weights-25._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 177}2
:root.layer_with_weights-0.layer_with_weights-26._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 178, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-26._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l2"}, "shared_object_id": 179, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
;root.layer_with_weights-0.layer_with_weights-26._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 180, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
:root.layer_with_weights-0.layer_with_weights-26._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 112, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l2"}, "shared_object_id": 181, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Broot.layer_with_weights-0.layer_with_weights-26._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 182}2
:root.layer_with_weights-0.layer_with_weights-27._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 183, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-27._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l3"}, "shared_object_id": 184, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
;root.layer_with_weights-0.layer_with_weights-27._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 185, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
:root.layer_with_weights-0.layer_with_weights-27._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 144, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l3"}, "shared_object_id": 186, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Broot.layer_with_weights-0.layer_with_weights-27._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 187}2
:root.layer_with_weights-0.layer_with_weights-28._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 188, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-28._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l4"}, "shared_object_id": 189, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
;root.layer_with_weights-0.layer_with_weights-28._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 190, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
:root.layer_with_weights-0.layer_with_weights-28._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 144, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l4"}, "shared_object_id": 191, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Broot.layer_with_weights-0.layer_with_weights-28._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 192}2
:root.layer_with_weights-0.layer_with_weights-29._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 193, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-29._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l5"}, "shared_object_id": 194, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
;root.layer_with_weights-0.layer_with_weights-29._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 195, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
:root.layer_with_weights-0.layer_with_weights-29._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 144, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l5"}, "shared_object_id": 196, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Broot.layer_with_weights-0.layer_with_weights-29._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 197}2
:root.layer_with_weights-0.layer_with_weights-30._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 198, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-30._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l6"}, "shared_object_id": 199, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
;root.layer_with_weights-0.layer_with_weights-30._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 200, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
:root.layer_with_weights-0.layer_with_weights-30._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 112, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l6"}, "shared_object_id": 201, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Broot.layer_with_weights-0.layer_with_weights-30._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 202}2
:root.layer_with_weights-0.layer_with_weights-31._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 203, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-31._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l7"}, "shared_object_id": 204, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
;root.layer_with_weights-0.layer_with_weights-31._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 205, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
:root.layer_with_weights-0.layer_with_weights-31._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 112, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l7"}, "shared_object_id": 206, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Broot.layer_with_weights-0.layer_with_weights-31._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 207}2
:root.layer_with_weights-0.layer_with_weights-32._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 208, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-32._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l8"}, "shared_object_id": 209, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
;root.layer_with_weights-0.layer_with_weights-32._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 210, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
:root.layer_with_weights-0.layer_with_weights-32._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 144, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l8"}, "shared_object_id": 211, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Broot.layer_with_weights-0.layer_with_weights-32._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 212}2
:root.layer_with_weights-0.layer_with_weights-33._expansion"_tf_keras_layer*{"name": "expansion", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "expansion", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 213, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
8root.layer_with_weights-0.layer_with_weights-33._feature"_tf_keras_layer*{"name": "feature", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamConvBlock", "config": {"name": "feature", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": true, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false, "state_prefix": "state/b4/l9"}, "shared_object_id": 214, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
;root.layer_with_weights-0.layer_with_weights-33._projection"_tf_keras_layer*{"name": "projection", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "projection", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 215, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
:root.layer_with_weights-0.layer_with_weights-33._attention"_tf_keras_layer*{"name": "se", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>StreamSqueezeExcitation", "config": {"name": "se", "trainable": true, "dtype": "float32", "hidden_filters": 168, "se_type": "3d", "activation": "simple_swish", "gating_activation": "sigmoid", "causal": false, "conv_type": "3d", "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_positional_encoding": false, "state_prefix": "state/b4/l9"}, "shared_object_id": 216, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
Broot.layer_with_weights-0.layer_with_weights-33._mobile_bottleneck"_tf_keras_layer*{"name": "bneck", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>MobileBottleneck", "config": {"name": "bneck", "trainable": true, "dtype": "float32", "stochastic_depth_drop_rate": 0.0}, "shared_object_id": 217}2
8root.layer_with_weights-0.layer_with_weights-34._project"_tf_keras_layer*{"name": "project", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "project", "trainable": true, "dtype": "float32", "filters": 744, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 218, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
5root.layer_with_weights-0.layer_with_weights-34._pool"_tf_keras_layer*{"name": "global_average_pool3d_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_33", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/head"}, "shared_object_id": 219}2
1root.layer_with_weights-1._head._activation_layer"_tf_keras_layer*{"name": "activation_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_68", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 220}2

%root.layer_with_weights-1._head._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 221}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 222}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 223, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 744}}, "shared_object_id": 224}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 744]}}2

+root.layer_with_weights-1._classifier._conv"_tf_keras_layer*
{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 600, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "RandomNormal", "config": {"mean": 0.0, "stddev": 0.01, "seed": null}, "__passive_serialization__": true, "shared_object_id": 42}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 225}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 226, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 2048}}, "shared_object_id": 227}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 2048]}}2
root.keras_api.metrics.0"_tf_keras_metric*{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 228}2
Froot.layer_with_weights-0.layer_with_weights-0._stem._activation_layer"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 229}2

:root.layer_with_weights-0.layer_with_weights-0._stem._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 230}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 231}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 232, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 3}}, "shared_object_id": 233}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 3]}}2
	@root.layer_with_weights-0.layer_with_weights-0._stem._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 234}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 235}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 236}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 237}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 238, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 16}}, "shared_object_id": 239}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
Kroot.layer_with_weights-0.layer_with_weights-1._expansion._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 240}2

?root.layer_with_weights-0.layer_with_weights-1._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 241}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 242}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 243, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 244}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Eroot.layer_with_weights-0.layer_with_weights-1._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 245}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 246}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 247}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 248}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 249, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 40}}, "shared_object_id": 250}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Iroot.layer_with_weights-0.layer_with_weights-1._feature._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 251}2

=root.layer_with_weights-0.layer_with_weights-1._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 40, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 252}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 253}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 254, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 255}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
	Croot.layer_with_weights-0.layer_with_weights-1._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 256}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 257}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 258}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 259}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 260, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 40}}, "shared_object_id": 261}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2

@root.layer_with_weights-0.layer_with_weights-1._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 262}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 263}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 264, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 265}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
	Froot.layer_with_weights-0.layer_with_weights-1._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 266}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 267}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 268}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 269}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 270, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 16}}, "shared_object_id": 271}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
Nroot.layer_with_weights-0.layer_with_weights-1._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b0/l0"}, "shared_object_id": 272}2
Groot.layer_with_weights-0.layer_with_weights-1._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 273}2
Droot.layer_with_weights-0.layer_with_weights-1._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 274, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Droot.layer_with_weights-0.layer_with_weights-1._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 275, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
@root.layer_with_weights-0.layer_with_weights-1._skip._projection"_tf_keras_layer*{"name": "skip_project", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "skip_project", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 276, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	:root.layer_with_weights-0.layer_with_weights-1._skip._pool"_tf_keras_layer*{"name": "skip_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "AveragePooling3D", "config": {"name": "skip_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "data_format": "channels_last"}, "shared_object_id": 277, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 278}}2
	Kroot.layer_with_weights-0.layer_with_weights-1._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 279}2
	Iroot.layer_with_weights-0.layer_with_weights-1._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 280}2
	Kroot.layer_with_weights-0.layer_with_weights-2._expansion._activation_layer"_tf_keras_layer*{"name": "activation_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_3", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 281}2

	?root.layer_with_weights-0.layer_with_weights-2._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 282}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 283}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 284, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 285}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
		Eroot.layer_with_weights-0.layer_with_weights-2._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 286}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 287}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 288}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 289}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 290, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 40}}, "shared_object_id": 291}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
	Iroot.layer_with_weights-0.layer_with_weights-2._feature._activation_layer"_tf_keras_layer*{"name": "activation_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_4", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 292}2

	=root.layer_with_weights-0.layer_with_weights-2._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 40, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 293}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 294}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 295, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 296}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
		Croot.layer_with_weights-0.layer_with_weights-2._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 297}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 298}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 299}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 300}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 301, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 40}}, "shared_object_id": 302}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2

	@root.layer_with_weights-0.layer_with_weights-2._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 303}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 304}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 305, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 306}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
		Froot.layer_with_weights-0.layer_with_weights-2._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 307}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 308}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 309}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 310}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 311, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 16}}, "shared_object_id": 312}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Nroot.layer_with_weights-0.layer_with_weights-2._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_1", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b0/l1"}, "shared_object_id": 313}2
	Groot.layer_with_weights-0.layer_with_weights-2._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_1", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 314}2
	Droot.layer_with_weights-0.layer_with_weights-2._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 315, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
	Droot.layer_with_weights-0.layer_with_weights-2._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 316, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Kroot.layer_with_weights-0.layer_with_weights-2._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 317}2
	Iroot.layer_with_weights-0.layer_with_weights-2._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 318}2
	Kroot.layer_with_weights-0.layer_with_weights-3._expansion._activation_layer"_tf_keras_layer*{"name": "activation_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_5", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 319}2

	?root.layer_with_weights-0.layer_with_weights-3._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 320}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 321}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 322, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 323}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
		Eroot.layer_with_weights-0.layer_with_weights-3._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 324}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 325}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 326}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 327}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 328, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 64}}, "shared_object_id": 329}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
	Iroot.layer_with_weights-0.layer_with_weights-3._feature._activation_layer"_tf_keras_layer*{"name": "activation_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_6", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 330}2

	=root.layer_with_weights-0.layer_with_weights-3._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 64, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 331}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 333, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 334}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
		Croot.layer_with_weights-0.layer_with_weights-3._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 335}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 336}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 338}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 339, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 64}}, "shared_object_id": 340}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2

	@root.layer_with_weights-0.layer_with_weights-3._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 341}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 342}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 343, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 344}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
		Froot.layer_with_weights-0.layer_with_weights-3._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 345}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 346}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 347}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 348}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 349, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 16}}, "shared_object_id": 350}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Nroot.layer_with_weights-0.layer_with_weights-3._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_2", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b0/l2"}, "shared_object_id": 351}2
	Groot.layer_with_weights-0.layer_with_weights-3._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_2", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 352}2
	Droot.layer_with_weights-0.layer_with_weights-3._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 353, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
	Droot.layer_with_weights-0.layer_with_weights-3._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 354, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Kroot.layer_with_weights-0.layer_with_weights-3._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 355}2
	Iroot.layer_with_weights-0.layer_with_weights-3._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 356}2
	Kroot.layer_with_weights-0.layer_with_weights-4._expansion._activation_layer"_tf_keras_layer*{"name": "activation_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_7", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 357}2

	?root.layer_with_weights-0.layer_with_weights-4._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 358}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 359}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 360, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 361}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
		Eroot.layer_with_weights-0.layer_with_weights-4._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 362}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 363}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 364}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 365}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 366, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 40}}, "shared_object_id": 367}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
	Iroot.layer_with_weights-0.layer_with_weights-4._feature._activation_layer"_tf_keras_layer*{"name": "activation_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_8", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 368}2

	=root.layer_with_weights-0.layer_with_weights-4._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 40, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 369}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 370}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 371, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 372}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
		Croot.layer_with_weights-0.layer_with_weights-4._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 373}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 374}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 375}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 376}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 377, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 40}}, "shared_object_id": 378}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2

	@root.layer_with_weights-0.layer_with_weights-4._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 379}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 380}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 381, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 382}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
		Froot.layer_with_weights-0.layer_with_weights-4._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 383}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 384}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 385}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 387, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 16}}, "shared_object_id": 388}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Nroot.layer_with_weights-0.layer_with_weights-4._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_3", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b0/l3"}, "shared_object_id": 389}2
	Groot.layer_with_weights-0.layer_with_weights-4._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_3", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 390}2
	Droot.layer_with_weights-0.layer_with_weights-4._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 391, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
	Droot.layer_with_weights-0.layer_with_weights-4._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 392, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Kroot.layer_with_weights-0.layer_with_weights-4._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 393}2
	Iroot.layer_with_weights-0.layer_with_weights-4._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 394}2

Kroot.layer_with_weights-0.layer_with_weights-5._expansion._activation_layer"_tf_keras_layer*{"name": "activation_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_9", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 395}2


?root.layer_with_weights-0.layer_with_weights-5._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 396}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 397}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 398, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 399}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	
Eroot.layer_with_weights-0.layer_with_weights-5._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 400}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 401}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 402}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 403}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 404, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 112}}, "shared_object_id": 405}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2

Iroot.layer_with_weights-0.layer_with_weights-5._feature._activation_layer"_tf_keras_layer*{"name": "activation_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_10", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 406}2


=root.layer_with_weights-0.layer_with_weights-5._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 112, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 407}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 408}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 409, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 410}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
	
Croot.layer_with_weights-0.layer_with_weights-5._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 411}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 412}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 413}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 414}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 415, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 112}}, "shared_object_id": 416}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2


@root.layer_with_weights-0.layer_with_weights-5._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 417}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 418}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 419, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 420}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
	
Froot.layer_with_weights-0.layer_with_weights-5._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 421}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 422}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 423}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 424}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 425, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 426}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2

Nroot.layer_with_weights-0.layer_with_weights-5._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_4", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b1/l0"}, "shared_object_id": 427}2

Groot.layer_with_weights-0.layer_with_weights-5._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_4", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 428}2

Droot.layer_with_weights-0.layer_with_weights-5._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 429, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2

Droot.layer_with_weights-0.layer_with_weights-5._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 430, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 32]}}2

@root.layer_with_weights-0.layer_with_weights-5._skip._projection"_tf_keras_layer*{"name": "skip_project", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "skip_project", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 431, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2

:root.layer_with_weights-0.layer_with_weights-5._skip._pool"_tf_keras_layer*{"name": "skip_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "AveragePooling3D", "config": {"name": "skip_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "data_format": "channels_last"}, "shared_object_id": 432, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 433}}2

Kroot.layer_with_weights-0.layer_with_weights-5._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 434}2
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Iroot.layer_with_weights-0.layer_with_weights-5._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 435}2

Kroot.layer_with_weights-0.layer_with_weights-6._expansion._activation_layer"_tf_keras_layer*{"name": "activation_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_11", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 436}2


?root.layer_with_weights-0.layer_with_weights-6._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 437}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 438}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 439, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 440}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	
Eroot.layer_with_weights-0.layer_with_weights-6._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 441}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 442}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 443}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 444}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 445, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 144}}, "shared_object_id": 446}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2

Iroot.layer_with_weights-0.layer_with_weights-6._feature._activation_layer"_tf_keras_layer*{"name": "activation_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_12", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 447}2


=root.layer_with_weights-0.layer_with_weights-6._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 144, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 448}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 449}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 450, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 451}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
	
Croot.layer_with_weights-0.layer_with_weights-6._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 454}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 455}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 456, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 144}}, "shared_object_id": 457}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2


@root.layer_with_weights-0.layer_with_weights-6._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 458}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 459}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 460, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 461}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
	
Froot.layer_with_weights-0.layer_with_weights-6._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 462}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 463}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 464}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 465}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 466, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 467}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2

Nroot.layer_with_weights-0.layer_with_weights-6._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_5", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b1/l1"}, "shared_object_id": 468}2

Groot.layer_with_weights-0.layer_with_weights-6._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_5", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 469}2

Droot.layer_with_weights-0.layer_with_weights-6._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 470, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2

Droot.layer_with_weights-0.layer_with_weights-6._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 471, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2

Kroot.layer_with_weights-0.layer_with_weights-6._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 472}2

Iroot.layer_with_weights-0.layer_with_weights-6._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 473}2

Kroot.layer_with_weights-0.layer_with_weights-7._expansion._activation_layer"_tf_keras_layer*{"name": "activation_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_13", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 474}2


?root.layer_with_weights-0.layer_with_weights-7._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 475}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 476}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 477, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 478}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	
Eroot.layer_with_weights-0.layer_with_weights-7._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 479}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 480}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 481}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 482}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 483, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 112}}, "shared_object_id": 484}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2

Iroot.layer_with_weights-0.layer_with_weights-7._feature._activation_layer"_tf_keras_layer*{"name": "activation_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_14", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 485}2


=root.layer_with_weights-0.layer_with_weights-7._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 112, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 486}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 487}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 488, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 489}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
	
Croot.layer_with_weights-0.layer_with_weights-7._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 490}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 491}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 492}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 493}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 494, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 112}}, "shared_object_id": 495}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2


@root.layer_with_weights-0.layer_with_weights-7._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 496}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 497}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 498, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 499}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
	
Froot.layer_with_weights-0.layer_with_weights-7._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 500}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 501}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 502}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 503}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 504, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 505}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2

Nroot.layer_with_weights-0.layer_with_weights-7._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_6", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b1/l2"}, "shared_object_id": 506}2

Groot.layer_with_weights-0.layer_with_weights-7._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_6", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 507}2

Droot.layer_with_weights-0.layer_with_weights-7._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 508, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2

Droot.layer_with_weights-0.layer_with_weights-7._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 509, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 32]}}2

Kroot.layer_with_weights-0.layer_with_weights-7._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 510}2

Iroot.layer_with_weights-0.layer_with_weights-7._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 511}2
Kroot.layer_with_weights-0.layer_with_weights-8._expansion._activation_layer"_tf_keras_layer*{"name": "activation_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_15", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 512}2

?root.layer_with_weights-0.layer_with_weights-8._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 513}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 515, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 516}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	Eroot.layer_with_weights-0.layer_with_weights-8._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 517}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 518}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 519}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 520}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 521, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 112}}, "shared_object_id": 522}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Iroot.layer_with_weights-0.layer_with_weights-8._feature._activation_layer"_tf_keras_layer*{"name": "activation_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_16", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 523}2

=root.layer_with_weights-0.layer_with_weights-8._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 112, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 524}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 525}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 526, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 527}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
	Croot.layer_with_weights-0.layer_with_weights-8._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 528}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 529}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 530}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 531}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 532, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 112}}, "shared_object_id": 533}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2

@root.layer_with_weights-0.layer_with_weights-8._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 534}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 535}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 536, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 537}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
	Froot.layer_with_weights-0.layer_with_weights-8._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 538}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 539}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 540}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 541}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 542, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 543}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
Nroot.layer_with_weights-0.layer_with_weights-8._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_7", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b1/l3"}, "shared_object_id": 544}2
Groot.layer_with_weights-0.layer_with_weights-8._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_7", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 545}2
Droot.layer_with_weights-0.layer_with_weights-8._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 546, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Droot.layer_with_weights-0.layer_with_weights-8._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 547, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 32]}}2
Kroot.layer_with_weights-0.layer_with_weights-8._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 548}2
Iroot.layer_with_weights-0.layer_with_weights-8._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 549}2
Kroot.layer_with_weights-0.layer_with_weights-9._expansion._activation_layer"_tf_keras_layer*{"name": "activation_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_17", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 550}2

?root.layer_with_weights-0.layer_with_weights-9._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 551}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 552}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 553, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 554}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	Eroot.layer_with_weights-0.layer_with_weights-9._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 555}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 556}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 557}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 558}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 559, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 144}}, "shared_object_id": 560}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Iroot.layer_with_weights-0.layer_with_weights-9._feature._activation_layer"_tf_keras_layer*{"name": "activation_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_18", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 561}2

=root.layer_with_weights-0.layer_with_weights-9._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 144, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 562}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 563}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 564, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 565}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
	Croot.layer_with_weights-0.layer_with_weights-9._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 566}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 567}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 568}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 569}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 570, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 144}}, "shared_object_id": 571}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2

@root.layer_with_weights-0.layer_with_weights-9._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 572}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 573}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 574, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 575}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
	Froot.layer_with_weights-0.layer_with_weights-9._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 576}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 577}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 578}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 579}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 580, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 581}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
Nroot.layer_with_weights-0.layer_with_weights-9._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_8", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b1/l4"}, "shared_object_id": 582}2
Groot.layer_with_weights-0.layer_with_weights-9._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_8", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 583}2
Droot.layer_with_weights-0.layer_with_weights-9._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 584, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Droot.layer_with_weights-0.layer_with_weights-9._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 585, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Kroot.layer_with_weights-0.layer_with_weights-9._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 586}2
Iroot.layer_with_weights-0.layer_with_weights-9._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 587}2
Lroot.layer_with_weights-0.layer_with_weights-10._expansion._activation_layer"_tf_keras_layer*{"name": "activation_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_19", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 588}2

@root.layer_with_weights-0.layer_with_weights-10._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 589}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 590}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 591, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 592}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	Froot.layer_with_weights-0.layer_with_weights-10._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 593}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 594}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 595}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 596}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 597, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 144}}, "shared_object_id": 598}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Jroot.layer_with_weights-0.layer_with_weights-10._feature._activation_layer"_tf_keras_layer*{"name": "activation_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_20", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 599}2

>root.layer_with_weights-0.layer_with_weights-10._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 144, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 600}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 601}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 602, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 603}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
	Droot.layer_with_weights-0.layer_with_weights-10._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 604}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 605}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 606}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 607}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 608, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 144}}, "shared_object_id": 609}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2

Aroot.layer_with_weights-0.layer_with_weights-10._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 610}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 611}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 612, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 613}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
	Groot.layer_with_weights-0.layer_with_weights-10._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 614}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 615}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 616}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 617}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 618, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 619}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
Oroot.layer_with_weights-0.layer_with_weights-10._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_9", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b1/l5"}, "shared_object_id": 620}2
Hroot.layer_with_weights-0.layer_with_weights-10._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_9", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 621}2
Eroot.layer_with_weights-0.layer_with_weights-10._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 622, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Eroot.layer_with_weights-0.layer_with_weights-10._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 623, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Lroot.layer_with_weights-0.layer_with_weights-10._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 624}2
Jroot.layer_with_weights-0.layer_with_weights-10._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 625}2
Lroot.layer_with_weights-0.layer_with_weights-11._expansion._activation_layer"_tf_keras_layer*{"name": "activation_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_21", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 626}2

@root.layer_with_weights-0.layer_with_weights-11._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 627}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 628}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 629, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 630}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	Froot.layer_with_weights-0.layer_with_weights-11._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 631}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 632}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 633}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 634}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 635, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 240}}, "shared_object_id": 636}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Jroot.layer_with_weights-0.layer_with_weights-11._feature._activation_layer"_tf_keras_layer*{"name": "activation_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_22", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 637}2

>root.layer_with_weights-0.layer_with_weights-11._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 240, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 638}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 639}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 640, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 641}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
	Droot.layer_with_weights-0.layer_with_weights-11._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 642}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 643}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 644}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 645}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 646, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 240}}, "shared_object_id": 647}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2

Aroot.layer_with_weights-0.layer_with_weights-11._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 648}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 649}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 650, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 651}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
	Groot.layer_with_weights-0.layer_with_weights-11._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 652}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 653}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 654}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 655}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 656, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 80}}, "shared_object_id": 657}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Oroot.layer_with_weights-0.layer_with_weights-11._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_10", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b2/l0"}, "shared_object_id": 658}2
Hroot.layer_with_weights-0.layer_with_weights-11._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_10", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 659}2
Eroot.layer_with_weights-0.layer_with_weights-11._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 660, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Eroot.layer_with_weights-0.layer_with_weights-11._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 661, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Aroot.layer_with_weights-0.layer_with_weights-11._skip._projection"_tf_keras_layer*{"name": "skip_project", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "skip_project", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 662, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
;root.layer_with_weights-0.layer_with_weights-11._skip._pool"_tf_keras_layer*{"name": "skip_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "AveragePooling3D", "config": {"name": "skip_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "data_format": "channels_last"}, "shared_object_id": 663, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 664}}2
Lroot.layer_with_weights-0.layer_with_weights-11._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 665}2
Jroot.layer_with_weights-0.layer_with_weights-11._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 666}2
Lroot.layer_with_weights-0.layer_with_weights-12._expansion._activation_layer"_tf_keras_layer*{"name": "activation_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_23", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 667}2

@root.layer_with_weights-0.layer_with_weights-12._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 668}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 669}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 670, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 80}}, "shared_object_id": 671}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
	Froot.layer_with_weights-0.layer_with_weights-12._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 672}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 673}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 674}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 675}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 676, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 152}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
Jroot.layer_with_weights-0.layer_with_weights-12._feature._activation_layer"_tf_keras_layer*{"name": "activation_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_24", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 678}2

>root.layer_with_weights-0.layer_with_weights-12._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 152, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 679}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 680}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 681, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 152}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
	Droot.layer_with_weights-0.layer_with_weights-12._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 683}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 684}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 685}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 686}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 687, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 152}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2

Aroot.layer_with_weights-0.layer_with_weights-12._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 689}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 690}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 691, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 152}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
	Groot.layer_with_weights-0.layer_with_weights-12._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 693}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 694}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 695}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 696}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 697, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 80}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Oroot.layer_with_weights-0.layer_with_weights-12._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_11", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b2/l1"}, "shared_object_id": 699}2
Hroot.layer_with_weights-0.layer_with_weights-12._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_11", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 700}2
Eroot.layer_with_weights-0.layer_with_weights-12._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 701, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
Eroot.layer_with_weights-0.layer_with_weights-12._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 702, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Lroot.layer_with_weights-0.layer_with_weights-12._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 703}2
Jroot.layer_with_weights-0.layer_with_weights-12._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 704}2
Lroot.layer_with_weights-0.layer_with_weights-13._expansion._activation_layer"_tf_keras_layer*{"name": "activation_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_25", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 705}2

@root.layer_with_weights-0.layer_with_weights-13._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 706}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 707}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 708, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 80}}, "shared_object_id": 709}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
	Froot.layer_with_weights-0.layer_with_weights-13._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 710}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 711}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 712}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 713}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 714, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 240}}, "shared_object_id": 715}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Jroot.layer_with_weights-0.layer_with_weights-13._feature._activation_layer"_tf_keras_layer*{"name": "activation_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_26", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 716}2

>root.layer_with_weights-0.layer_with_weights-13._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 240, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 717}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 718}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 719, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 720}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
	Droot.layer_with_weights-0.layer_with_weights-13._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 721}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 722}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 723}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 724}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 725, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 240}}, "shared_object_id": 726}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2

Aroot.layer_with_weights-0.layer_with_weights-13._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 727}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 728}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 729, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 730}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
	Groot.layer_with_weights-0.layer_with_weights-13._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 731}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 732}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 733}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 734}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 735, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 80}}, "shared_object_id": 736}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Oroot.layer_with_weights-0.layer_with_weights-13._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_12", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b2/l2"}, "shared_object_id": 737}2
Hroot.layer_with_weights-0.layer_with_weights-13._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_12", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 738}2
Eroot.layer_with_weights-0.layer_with_weights-13._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 739, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Eroot.layer_with_weights-0.layer_with_weights-13._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 740, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-13._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 741}2
Jroot.layer_with_weights-0.layer_with_weights-13._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 742}2
Lroot.layer_with_weights-0.layer_with_weights-14._expansion._activation_layer"_tf_keras_layer*{"name": "activation_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_27", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 743}2

@root.layer_with_weights-0.layer_with_weights-14._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 744}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 745}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 746, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 80}}, "shared_object_id": 747}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
	Froot.layer_with_weights-0.layer_with_weights-14._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 748}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 749}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 750}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 751}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 752, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 192}}, "shared_object_id": 753}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
Jroot.layer_with_weights-0.layer_with_weights-14._feature._activation_layer"_tf_keras_layer*{"name": "activation_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_28", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 754}2

>root.layer_with_weights-0.layer_with_weights-14._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 192, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 755}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 756}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 757, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 192}}, "shared_object_id": 758}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
	Droot.layer_with_weights-0.layer_with_weights-14._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 759}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 760}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 761}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 762}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 763, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 192}}, "shared_object_id": 764}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2

Aroot.layer_with_weights-0.layer_with_weights-14._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 765}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 766}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 767, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 192}}, "shared_object_id": 768}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
	Groot.layer_with_weights-0.layer_with_weights-14._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 769}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 770}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 771}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 772}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 773, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 80}}, "shared_object_id": 774}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Oroot.layer_with_weights-0.layer_with_weights-14._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_13", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b2/l3"}, "shared_object_id": 775}2
Hroot.layer_with_weights-0.layer_with_weights-14._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_13", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 776}2
Eroot.layer_with_weights-0.layer_with_weights-14._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 777, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
Eroot.layer_with_weights-0.layer_with_weights-14._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 778, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
Lroot.layer_with_weights-0.layer_with_weights-14._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 779}2
Jroot.layer_with_weights-0.layer_with_weights-14._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 780}2
Lroot.layer_with_weights-0.layer_with_weights-15._expansion._activation_layer"_tf_keras_layer*{"name": "activation_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_29", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 781}2

@root.layer_with_weights-0.layer_with_weights-15._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 782}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 783}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 784, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 80}}, "shared_object_id": 785}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
	Froot.layer_with_weights-0.layer_with_weights-15._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 786}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 787}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 788}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 789}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 790, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 240}}, "shared_object_id": 791}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Jroot.layer_with_weights-0.layer_with_weights-15._feature._activation_layer"_tf_keras_layer*{"name": "activation_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_30", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 792}2

>root.layer_with_weights-0.layer_with_weights-15._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 240, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 793}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 794}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 795, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 796}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
	Droot.layer_with_weights-0.layer_with_weights-15._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 797}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 798}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 799}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 800}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 801, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 240}}, "shared_object_id": 802}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2

Aroot.layer_with_weights-0.layer_with_weights-15._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 803}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 804}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 805, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 806}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
	Groot.layer_with_weights-0.layer_with_weights-15._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 807}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 808}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 809}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 810}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 811, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 80}}, "shared_object_id": 812}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Oroot.layer_with_weights-0.layer_with_weights-15._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_14", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b2/l4"}, "shared_object_id": 813}2
Hroot.layer_with_weights-0.layer_with_weights-15._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_14", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 814}2
Eroot.layer_with_weights-0.layer_with_weights-15._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 815, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Eroot.layer_with_weights-0.layer_with_weights-15._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 816, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-15._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 817}2
Jroot.layer_with_weights-0.layer_with_weights-15._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 818}2
Lroot.layer_with_weights-0.layer_with_weights-16._expansion._activation_layer"_tf_keras_layer*{"name": "activation_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_31", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 819}2

@root.layer_with_weights-0.layer_with_weights-16._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 820}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 821}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 822, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 80}}, "shared_object_id": 823}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
	Froot.layer_with_weights-0.layer_with_weights-16._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 824}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 825}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 826}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 827}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 828, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 829}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-16._feature._activation_layer"_tf_keras_layer*{"name": "activation_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_32", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 830}2

>root.layer_with_weights-0.layer_with_weights-16._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 831}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 832}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 833, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 834}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-16._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 835}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 836}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 837}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 838}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 839, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 840}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-16._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 841}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 842}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 843, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 844}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-16._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 845}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 846}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 847}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 848}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 849, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 850}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-16._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_15", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l0"}, "shared_object_id": 851}2
Hroot.layer_with_weights-0.layer_with_weights-16._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_15", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 852}2
Eroot.layer_with_weights-0.layer_with_weights-16._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 853, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-16._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 854, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Aroot.layer_with_weights-0.layer_with_weights-16._skip._projection"_tf_keras_layer*{"name": "skip_project", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "skip_project", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 855, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Lroot.layer_with_weights-0.layer_with_weights-16._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 856}2
Jroot.layer_with_weights-0.layer_with_weights-16._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 857}2
Lroot.layer_with_weights-0.layer_with_weights-17._expansion._activation_layer"_tf_keras_layer*{"name": "activation_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_33", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 858}2

@root.layer_with_weights-0.layer_with_weights-17._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 859}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 860}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 861, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 862}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-17._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 864}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 865}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 866}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 867, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 868}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-17._feature._activation_layer"_tf_keras_layer*{"name": "activation_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_34", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 869}2

>root.layer_with_weights-0.layer_with_weights-17._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 870}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 871}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-17._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 874}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 875}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 876}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 877}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 878, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 879}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-17._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 880}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 881}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 882, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 883}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-17._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 884}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 885}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 886}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 887}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-17._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_16", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l1"}, "shared_object_id": 890}2
Hroot.layer_with_weights-0.layer_with_weights-17._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_16", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 891}2
Eroot.layer_with_weights-0.layer_with_weights-17._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 892, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-17._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 893, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-17._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 894}2
Jroot.layer_with_weights-0.layer_with_weights-17._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 895}2
Lroot.layer_with_weights-0.layer_with_weights-18._expansion._activation_layer"_tf_keras_layer*{"name": "activation_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_35", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 896}2

@root.layer_with_weights-0.layer_with_weights-18._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 897}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 898}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 899, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 900}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-18._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 901}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 902}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 904}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 905, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 906}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-18._feature._activation_layer"_tf_keras_layer*{"name": "activation_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_36", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 907}2

>root.layer_with_weights-0.layer_with_weights-18._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 908}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 909}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 910, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 911}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-18._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 912}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 913}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 914}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 915}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 916, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 917}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-18._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 918}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 919}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 920, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 921}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-18._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 922}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 923}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 924}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 925}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 926, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 927}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-18._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_17", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l2"}, "shared_object_id": 928}2
Hroot.layer_with_weights-0.layer_with_weights-18._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_17", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 929}2
Eroot.layer_with_weights-0.layer_with_weights-18._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 930, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-18._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 931, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-18._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 932}2
Jroot.layer_with_weights-0.layer_with_weights-18._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 933}2
Lroot.layer_with_weights-0.layer_with_weights-19._expansion._activation_layer"_tf_keras_layer*{"name": "activation_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_37", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 934}2

@root.layer_with_weights-0.layer_with_weights-19._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 935}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 936}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 937, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 938}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-19._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 939}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 940}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 941}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 942}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 943, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 944}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-19._feature._activation_layer"_tf_keras_layer*{"name": "activation_38", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_38", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 945}2

>root.layer_with_weights-0.layer_with_weights-19._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 946}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 947}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 948, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 949}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-19._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 950}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 951}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 952}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 953}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 954, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 955}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-19._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 956}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 957}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 958, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 959}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-19._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 960}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 961}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 962}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 963}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-19._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_18", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l3"}, "shared_object_id": 966}2
Hroot.layer_with_weights-0.layer_with_weights-19._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_18", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 967}2
Eroot.layer_with_weights-0.layer_with_weights-19._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 968, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-19._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 969, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-19._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 970}2
Jroot.layer_with_weights-0.layer_with_weights-19._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 971}2
Lroot.layer_with_weights-0.layer_with_weights-20._expansion._activation_layer"_tf_keras_layer*{"name": "activation_39", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_39", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 972}2

@root.layer_with_weights-0.layer_with_weights-20._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 973}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 974}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 975, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 976}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-20._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 977}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 978}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 979}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 980}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 981, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 160}}, "shared_object_id": 982}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
Jroot.layer_with_weights-0.layer_with_weights-20._feature._activation_layer"_tf_keras_layer*{"name": "activation_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_40", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 983}2

>root.layer_with_weights-0.layer_with_weights-20._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 160, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 984}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 985}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 986, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 160}}, "shared_object_id": 987}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
	Droot.layer_with_weights-0.layer_with_weights-20._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 988}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 989}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 990}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 991}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 992, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 160}}, "shared_object_id": 993}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2

Aroot.layer_with_weights-0.layer_with_weights-20._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 994}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 995}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 996, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 160}}, "shared_object_id": 997}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
	Groot.layer_with_weights-0.layer_with_weights-20._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 998}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 999}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1000}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1001}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1002, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 1003}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-20._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_19", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l4"}, "shared_object_id": 1004}2
Hroot.layer_with_weights-0.layer_with_weights-20._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_19", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1005}2
Eroot.layer_with_weights-0.layer_with_weights-20._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1006, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
Eroot.layer_with_weights-0.layer_with_weights-20._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1007, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Lroot.layer_with_weights-0.layer_with_weights-20._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1008}2
Jroot.layer_with_weights-0.layer_with_weights-20._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1009}2
Lroot.layer_with_weights-0.layer_with_weights-21._expansion._activation_layer"_tf_keras_layer*{"name": "activation_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_41", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1010}2

@root.layer_with_weights-0.layer_with_weights-21._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1011}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1012}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1013, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 1014}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-21._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1016}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1017}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1018}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1019, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 1020}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-21._feature._activation_layer"_tf_keras_layer*{"name": "activation_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_42", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1021}2

>root.layer_with_weights-0.layer_with_weights-21._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1022}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1023}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1024, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1025}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-21._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1026}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1027}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1028}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1029}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1030, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 1031}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-21._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1032}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1033}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1034, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1035}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-21._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1036}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1037}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1038}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1039}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1040, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-21._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_20", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l5"}, "shared_object_id": 1042}2
Hroot.layer_with_weights-0.layer_with_weights-21._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_20", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1043}2
Eroot.layer_with_weights-0.layer_with_weights-21._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1044, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-21._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1045, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-21._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1046}2
Jroot.layer_with_weights-0.layer_with_weights-21._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1047}2
Lroot.layer_with_weights-0.layer_with_weights-22._expansion._activation_layer"_tf_keras_layer*{"name": "activation_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_43", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1048}2

@root.layer_with_weights-0.layer_with_weights-22._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1049}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1050}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1051, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 1052}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-22._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1053}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1054}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1055}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1056}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1057, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 1058}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-22._feature._activation_layer"_tf_keras_layer*{"name": "activation_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_44", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1059}2

>root.layer_with_weights-0.layer_with_weights-22._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1060}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1061}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1062, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1063}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-22._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1064}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1065}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1066}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1067}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1068, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 1069}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-22._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1070}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1071}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1072, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1073}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-22._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1074}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1075}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1076}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1077}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1078, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 1079}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-22._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_21", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l6"}, "shared_object_id": 1080}2
Hroot.layer_with_weights-0.layer_with_weights-22._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_21", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1081}2
Eroot.layer_with_weights-0.layer_with_weights-22._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1082, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-22._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1083, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-22._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1084}2
Jroot.layer_with_weights-0.layer_with_weights-22._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1085}2
Lroot.layer_with_weights-0.layer_with_weights-23._expansion._activation_layer"_tf_keras_layer*{"name": "activation_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_45", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1086}2

@root.layer_with_weights-0.layer_with_weights-23._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1087}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1088}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1089, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 1090}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-23._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1091}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1092}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1093}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1094}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1095, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 1096}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Jroot.layer_with_weights-0.layer_with_weights-23._feature._activation_layer"_tf_keras_layer*{"name": "activation_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_46", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1097}2

>root.layer_with_weights-0.layer_with_weights-23._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 264, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1098}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1099}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1100, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1101}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Droot.layer_with_weights-0.layer_with_weights-23._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1102}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1103}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1104}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1105}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1106, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 264}}, "shared_object_id": 1107}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2

Aroot.layer_with_weights-0.layer_with_weights-23._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1108}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1109}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1110, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1111}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
	Groot.layer_with_weights-0.layer_with_weights-23._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1112}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1113}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1114}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1115}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1116, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 1117}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Oroot.layer_with_weights-0.layer_with_weights-23._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_22", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b3/l7"}, "shared_object_id": 1118}2
Hroot.layer_with_weights-0.layer_with_weights-23._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_22", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1119}2
Eroot.layer_with_weights-0.layer_with_weights-23._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1120, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Eroot.layer_with_weights-0.layer_with_weights-23._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1121, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Lroot.layer_with_weights-0.layer_with_weights-23._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1122}2
Jroot.layer_with_weights-0.layer_with_weights-23._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1123}2
Lroot.layer_with_weights-0.layer_with_weights-24._expansion._activation_layer"_tf_keras_layer*{"name": "activation_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_47", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1124}2

@root.layer_with_weights-0.layer_with_weights-24._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1125}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1126}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1127, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 1128}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	Froot.layer_with_weights-0.layer_with_weights-24._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1129}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1130}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1131}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1132}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1133, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1134}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Jroot.layer_with_weights-0.layer_with_weights-24._feature._activation_layer"_tf_keras_layer*{"name": "activation_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_48", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1135}2

>root.layer_with_weights-0.layer_with_weights-24._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [5, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 560, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1136}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1137}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1138, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1139}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Droot.layer_with_weights-0.layer_with_weights-24._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1140}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1141}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1142}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1143}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1144, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1145}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2

Aroot.layer_with_weights-0.layer_with_weights-24._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1146}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1147}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1148, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1149}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Groot.layer_with_weights-0.layer_with_weights-24._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1150}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1151}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1152}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1153}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1154, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1155}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-24._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_23", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l0"}, "shared_object_id": 1156}2
Hroot.layer_with_weights-0.layer_with_weights-24._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_23", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1157}2
Eroot.layer_with_weights-0.layer_with_weights-24._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1158, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Eroot.layer_with_weights-0.layer_with_weights-24._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1159, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Aroot.layer_with_weights-0.layer_with_weights-24._skip._projection"_tf_keras_layer*{"name": "skip_project", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "skip_project", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": false, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": true, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": null, "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1160, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
;root.layer_with_weights-0.layer_with_weights-24._skip._pool"_tf_keras_layer*{"name": "skip_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "AveragePooling3D", "config": {"name": "skip_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 2, 2]}, "data_format": "channels_last"}, "shared_object_id": 1161, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1162}}2
Lroot.layer_with_weights-0.layer_with_weights-24._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1163}2
Jroot.layer_with_weights-0.layer_with_weights-24._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1164}2
Lroot.layer_with_weights-0.layer_with_weights-25._expansion._activation_layer"_tf_keras_layer*{"name": "activation_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_49", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1165}2

@root.layer_with_weights-0.layer_with_weights-25._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1166}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1167}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1168, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1169}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-25._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1170}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1171}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1172}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1173}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1174, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1175}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Jroot.layer_with_weights-0.layer_with_weights-25._feature._activation_layer"_tf_keras_layer*{"name": "activation_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_50", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1176}2

>root.layer_with_weights-0.layer_with_weights-25._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 448, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1177}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1178}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1179, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1180}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Droot.layer_with_weights-0.layer_with_weights-25._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1181}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1182}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1183}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1184}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1185, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1186}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2

Aroot.layer_with_weights-0.layer_with_weights-25._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1187}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1188}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1189, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1190}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Groot.layer_with_weights-0.layer_with_weights-25._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1191}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1192}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1193}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1194}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1195, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1196}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-25._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_24", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l1"}, "shared_object_id": 1197}2
Hroot.layer_with_weights-0.layer_with_weights-25._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_24", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1198}2
Eroot.layer_with_weights-0.layer_with_weights-25._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1199, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Eroot.layer_with_weights-0.layer_with_weights-25._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1200, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Lroot.layer_with_weights-0.layer_with_weights-25._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1201}2
Jroot.layer_with_weights-0.layer_with_weights-25._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1202}2
Lroot.layer_with_weights-0.layer_with_weights-26._expansion._activation_layer"_tf_keras_layer*{"name": "activation_51", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_51", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1203}2

@root.layer_with_weights-0.layer_with_weights-26._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1204}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1205}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1206, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1207}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-26._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1208}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1209}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1210}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1211}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1212, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1213}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Jroot.layer_with_weights-0.layer_with_weights-26._feature._activation_layer"_tf_keras_layer*{"name": "activation_52", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_52", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1214}2

>root.layer_with_weights-0.layer_with_weights-26._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 448, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1215}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1216}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1217, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1218}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Droot.layer_with_weights-0.layer_with_weights-26._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1219}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1220}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1221}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1222}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1223, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1224}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2

Aroot.layer_with_weights-0.layer_with_weights-26._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1225}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1226}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1227, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1228}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Groot.layer_with_weights-0.layer_with_weights-26._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1229}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1230}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1231}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1232}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1233, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1234}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-26._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_25", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l2"}, "shared_object_id": 1235}2
Hroot.layer_with_weights-0.layer_with_weights-26._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_25", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1236}2
Eroot.layer_with_weights-0.layer_with_weights-26._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1237, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Eroot.layer_with_weights-0.layer_with_weights-26._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1238, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Lroot.layer_with_weights-0.layer_with_weights-26._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1239}2
Jroot.layer_with_weights-0.layer_with_weights-26._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1240}2
Lroot.layer_with_weights-0.layer_with_weights-27._expansion._activation_layer"_tf_keras_layer*{"name": "activation_53", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_53", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1241}2

@root.layer_with_weights-0.layer_with_weights-27._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1242}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1243}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1244, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1245}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-27._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1246}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1247}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1248}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1249}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1250, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1251}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Jroot.layer_with_weights-0.layer_with_weights-27._feature._activation_layer"_tf_keras_layer*{"name": "activation_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_54", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1252}2

>root.layer_with_weights-0.layer_with_weights-27._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 560, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1253}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1254}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1255, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1256}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Droot.layer_with_weights-0.layer_with_weights-27._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1257}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1258}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1259}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1260}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1261, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1262}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2

Aroot.layer_with_weights-0.layer_with_weights-27._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1263}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1264}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1265, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1266}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Groot.layer_with_weights-0.layer_with_weights-27._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1267}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1268}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1269}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1270}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1271, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1272}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-27._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_26", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l3"}, "shared_object_id": 1273}2
Hroot.layer_with_weights-0.layer_with_weights-27._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_26", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1274}2
Eroot.layer_with_weights-0.layer_with_weights-27._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1275, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Eroot.layer_with_weights-0.layer_with_weights-27._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1276, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Lroot.layer_with_weights-0.layer_with_weights-27._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1277}2
Jroot.layer_with_weights-0.layer_with_weights-27._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1278}2
Lroot.layer_with_weights-0.layer_with_weights-28._expansion._activation_layer"_tf_keras_layer*{"name": "activation_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_55", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1279}2

@root.layer_with_weights-0.layer_with_weights-28._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1280}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1281}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1282, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1283}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-28._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1284}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1285}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1286}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1287}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1288, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1289}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Jroot.layer_with_weights-0.layer_with_weights-28._feature._activation_layer"_tf_keras_layer*{"name": "activation_56", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_56", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1290}2

>root.layer_with_weights-0.layer_with_weights-28._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 560, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1291}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1292}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1293, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1294}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Droot.layer_with_weights-0.layer_with_weights-28._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1295}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1296}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1297}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1298}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1299, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1300}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2

Aroot.layer_with_weights-0.layer_with_weights-28._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1301}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1302}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1303, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1304}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Groot.layer_with_weights-0.layer_with_weights-28._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1305}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1306}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1307}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1308}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1309, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1310}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-28._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_27", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l4"}, "shared_object_id": 1311}2
Hroot.layer_with_weights-0.layer_with_weights-28._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_27", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1312}2
Eroot.layer_with_weights-0.layer_with_weights-28._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1313, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Eroot.layer_with_weights-0.layer_with_weights-28._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1314, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Lroot.layer_with_weights-0.layer_with_weights-28._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1315}2
Jroot.layer_with_weights-0.layer_with_weights-28._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1316}2
Lroot.layer_with_weights-0.layer_with_weights-29._expansion._activation_layer"_tf_keras_layer*{"name": "activation_57", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_57", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1317}2

@root.layer_with_weights-0.layer_with_weights-29._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1318}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1319}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1320, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1321}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-29._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1322}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1323}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1324}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1325}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1326, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1327}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Jroot.layer_with_weights-0.layer_with_weights-29._feature._activation_layer"_tf_keras_layer*{"name": "activation_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_58", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1328}2

>root.layer_with_weights-0.layer_with_weights-29._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 560, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1329}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1330}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1331, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1332}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Droot.layer_with_weights-0.layer_with_weights-29._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1333}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1334}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1335}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1336}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1337, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1338}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2

Aroot.layer_with_weights-0.layer_with_weights-29._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1339}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1340}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1341, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1342}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Groot.layer_with_weights-0.layer_with_weights-29._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1343}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1344}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1345}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1346}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1347, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1348}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-29._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_28", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l5"}, "shared_object_id": 1349}2
Hroot.layer_with_weights-0.layer_with_weights-29._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_28", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1350}2
Eroot.layer_with_weights-0.layer_with_weights-29._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1351, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Eroot.layer_with_weights-0.layer_with_weights-29._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1352, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Lroot.layer_with_weights-0.layer_with_weights-29._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1353}2
Jroot.layer_with_weights-0.layer_with_weights-29._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1354}2
Lroot.layer_with_weights-0.layer_with_weights-30._expansion._activation_layer"_tf_keras_layer*{"name": "activation_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_59", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1355}2

@root.layer_with_weights-0.layer_with_weights-30._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1356}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1357}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1358, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1359}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-30._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1360}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1361}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1362}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1363}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1364, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1365}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Jroot.layer_with_weights-0.layer_with_weights-30._feature._activation_layer"_tf_keras_layer*{"name": "activation_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_60", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1366}2

>root.layer_with_weights-0.layer_with_weights-30._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 448, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1367}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1368}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1369, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1370}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Droot.layer_with_weights-0.layer_with_weights-30._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1371}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1372}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1373}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1374}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1375, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1376}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2

Aroot.layer_with_weights-0.layer_with_weights-30._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1377}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1378}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1379, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1380}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Groot.layer_with_weights-0.layer_with_weights-30._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1381}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1382}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1383}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1384}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1385, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1386}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-30._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_29", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l6"}, "shared_object_id": 1387}2
Hroot.layer_with_weights-0.layer_with_weights-30._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_29", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1388}2
Eroot.layer_with_weights-0.layer_with_weights-30._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1389, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Eroot.layer_with_weights-0.layer_with_weights-30._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1390, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Lroot.layer_with_weights-0.layer_with_weights-30._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1391}2
Jroot.layer_with_weights-0.layer_with_weights-30._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1392}2
Lroot.layer_with_weights-0.layer_with_weights-31._expansion._activation_layer"_tf_keras_layer*{"name": "activation_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_61", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1393}2

@root.layer_with_weights-0.layer_with_weights-31._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1394}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1395}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1396, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1397}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-31._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1398}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1399}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1400}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1401}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1402, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1403}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Jroot.layer_with_weights-0.layer_with_weights-31._feature._activation_layer"_tf_keras_layer*{"name": "activation_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_62", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1404}2

>root.layer_with_weights-0.layer_with_weights-31._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 448, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1405}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1406}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1407, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1408}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Droot.layer_with_weights-0.layer_with_weights-31._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1409}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1410}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1411}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1412}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1413, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 448}}, "shared_object_id": 1414}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2

Aroot.layer_with_weights-0.layer_with_weights-31._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1415}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1416}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1417, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1418}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
	Groot.layer_with_weights-0.layer_with_weights-31._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1419}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1420}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1421}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1422}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1423, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1424}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-31._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_30", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l7"}, "shared_object_id": 1425}2
Hroot.layer_with_weights-0.layer_with_weights-31._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_30", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1426}2
Eroot.layer_with_weights-0.layer_with_weights-31._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1427, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
Eroot.layer_with_weights-0.layer_with_weights-31._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1428, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Lroot.layer_with_weights-0.layer_with_weights-31._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1429}2
Jroot.layer_with_weights-0.layer_with_weights-31._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1430}2
Lroot.layer_with_weights-0.layer_with_weights-32._expansion._activation_layer"_tf_keras_layer*{"name": "activation_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_63", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1431}2

@root.layer_with_weights-0.layer_with_weights-32._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1432}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1433}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1434, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1435}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-32._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1436}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1437}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1438}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1439}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1440, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1441}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Jroot.layer_with_weights-0.layer_with_weights-32._feature._activation_layer"_tf_keras_layer*{"name": "activation_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_64", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1442}2

>root.layer_with_weights-0.layer_with_weights-32._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [3, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 560, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1443}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1444}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1445, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1446}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Droot.layer_with_weights-0.layer_with_weights-32._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1447}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1448}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1449}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1450}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1451, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 560}}, "shared_object_id": 1452}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2

Aroot.layer_with_weights-0.layer_with_weights-32._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1453}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1454}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1455, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1456}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
	Groot.layer_with_weights-0.layer_with_weights-32._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1457}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1458}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1459}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1460}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1461, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1462}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-32._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_31", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l8"}, "shared_object_id": 1463}2
Hroot.layer_with_weights-0.layer_with_weights-32._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_31", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1464}2
Eroot.layer_with_weights-0.layer_with_weights-32._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1465, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
Eroot.layer_with_weights-0.layer_with_weights-32._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1466, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Lroot.layer_with_weights-0.layer_with_weights-32._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1467}2
Jroot.layer_with_weights-0.layer_with_weights-32._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1468}2
Lroot.layer_with_weights-0.layer_with_weights-33._expansion._activation_layer"_tf_keras_layer*{"name": "activation_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_65", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1469}2

@root.layer_with_weights-0.layer_with_weights-33._expansion._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1470}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1471}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1472, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1473}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Froot.layer_with_weights-0.layer_with_weights-33._expansion._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1474}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1475}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1476}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1477}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1478, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 672}}, "shared_object_id": 1479}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
Jroot.layer_with_weights-0.layer_with_weights-33._feature._activation_layer"_tf_keras_layer*{"name": "activation_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_66", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1480}2

>root.layer_with_weights-0.layer_with_weights-33._feature._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 672, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1481}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1482}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1483, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 672}}, "shared_object_id": 1484}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
	Droot.layer_with_weights-0.layer_with_weights-33._feature._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1485}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1486}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1487}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1488}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1489, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 672}}, "shared_object_id": 1490}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2

Aroot.layer_with_weights-0.layer_with_weights-33._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1491}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1492}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1493, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 672}}, "shared_object_id": 1494}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
	Groot.layer_with_weights-0.layer_with_weights-33._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1495}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1496}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1497}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1498}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1499, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1500}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Oroot.layer_with_weights-0.layer_with_weights-33._attention._spatiotemporal_pool"_tf_keras_layer*{"name": "global_average_pool3d_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>GlobalAveragePool3D", "config": {"name": "global_average_pool3d_32", "trainable": true, "dtype": "float32", "keepdims": true, "causal": false, "state_prefix": "state/b4/l9"}, "shared_object_id": 1501}2
Hroot.layer_with_weights-0.layer_with_weights-33._attention._spatial_pool"_tf_keras_layer*{"name": "spatial_average_pool3d_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>SpatialAveragePool3D", "config": {"name": "spatial_average_pool3d_32", "trainable": true, "dtype": "float32", "keepdims": true}, "shared_object_id": 1502}2
Eroot.layer_with_weights-0.layer_with_weights-33._attention._se_reduce"_tf_keras_layer*{"name": "se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_reduce", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "simple_swish", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1503, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
Eroot.layer_with_weights-0.layer_with_weights-33._attention._se_expand"_tf_keras_layer*{"name": "se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>ConvBlock", "config": {"name": "se_expand", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "depthwise": false, "causal": false, "use_bias": true, "kernel_initializer": "HeNormal", "kernel_regularizer": null, "use_batch_norm": false, "batch_norm_momentum": 0.99, "batch_norm_epsilon": 0.001, "activation": "sigmoid", "conv_type": "3d", "use_buffered_input": false}, "shared_object_id": 1504, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
Lroot.layer_with_weights-0.layer_with_weights-33._mobile_bottleneck._identity"_tf_keras_layer*{"name": "activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "identity"}, "shared_object_id": 1505}2
Jroot.layer_with_weights-0.layer_with_weights-33._mobile_bottleneck._rezero"_tf_keras_layer*{"name": "rezero", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Scale", "config": {"name": "rezero", "trainable": true, "dtype": "float32", "initializer": "zeros", "regularizer": null}, "shared_object_id": 1506}2
Jroot.layer_with_weights-0.layer_with_weights-34._project._activation_layer"_tf_keras_layer*{"name": "activation_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_67", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1507}2

>root.layer_with_weights-0.layer_with_weights-34._project._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 744, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1508}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1509}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1510, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1511}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
	Droot.layer_with_weights-0.layer_with_weights-34._project._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1512}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1513}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1514}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1515}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1516, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 744}}, "shared_object_id": 1517}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 744]}}2
Vroot.layer_with_weights-0.layer_with_weights-1._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1518}2

Jroot.layer_with_weights-0.layer_with_weights-1._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1519}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1520}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1521, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1522}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Vroot.layer_with_weights-0.layer_with_weights-1._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1523}2

Jroot.layer_with_weights-0.layer_with_weights-1._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1524}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1525}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1526, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 1527}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2

Froot.layer_with_weights-0.layer_with_weights-1._skip._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1528}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1529}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1530, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 1531}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Lroot.layer_with_weights-0.layer_with_weights-1._skip._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1532}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1533}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1534}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1535}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1536, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 16}}, "shared_object_id": 1537}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
Vroot.layer_with_weights-0.layer_with_weights-2._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1538}2

Jroot.layer_with_weights-0.layer_with_weights-2._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1539}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1540}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1541, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1542}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Vroot.layer_with_weights-0.layer_with_weights-2._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1543}2

Jroot.layer_with_weights-0.layer_with_weights-2._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1544}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1545}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1546, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 1547}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
Vroot.layer_with_weights-0.layer_with_weights-3._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1548}2

Jroot.layer_with_weights-0.layer_with_weights-3._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1549}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1550}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1551, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1552}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Vroot.layer_with_weights-0.layer_with_weights-3._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1553}2

Jroot.layer_with_weights-0.layer_with_weights-3._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1554}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1555}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1556, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 1557}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
Vroot.layer_with_weights-0.layer_with_weights-4._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1558}2

Jroot.layer_with_weights-0.layer_with_weights-4._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1559}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1560}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1561, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1562}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Vroot.layer_with_weights-0.layer_with_weights-4._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1563}2

Jroot.layer_with_weights-0.layer_with_weights-4._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1564}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1565}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1566, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 1567}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
Vroot.layer_with_weights-0.layer_with_weights-5._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1568}2

Jroot.layer_with_weights-0.layer_with_weights-5._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1569}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1570}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1571, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1572}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Vroot.layer_with_weights-0.layer_with_weights-5._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1573}2

Jroot.layer_with_weights-0.layer_with_weights-5._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1574}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1575}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1576, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 32}}, "shared_object_id": 1577}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 32]}}2

Froot.layer_with_weights-0.layer_with_weights-5._skip._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1578}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1579}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1580, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 16}}, "shared_object_id": 1581}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 16]}}2
	Lroot.layer_with_weights-0.layer_with_weights-5._skip._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1582}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1583}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1584}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1585}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1586, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 48}}, "shared_object_id": 1587}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
Vroot.layer_with_weights-0.layer_with_weights-6._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1588}2

Jroot.layer_with_weights-0.layer_with_weights-6._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1589}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1590}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1591, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1592}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Vroot.layer_with_weights-0.layer_with_weights-6._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1593}2

Jroot.layer_with_weights-0.layer_with_weights-6._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1594}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1595}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1596, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1597}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Vroot.layer_with_weights-0.layer_with_weights-7._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1598}2

Jroot.layer_with_weights-0.layer_with_weights-7._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1599}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1600}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1601, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1602}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Vroot.layer_with_weights-0.layer_with_weights-7._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1603}2

Jroot.layer_with_weights-0.layer_with_weights-7._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1604}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1605}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1606, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 32}}, "shared_object_id": 1607}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 32]}}2
Vroot.layer_with_weights-0.layer_with_weights-8._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1608}2

Jroot.layer_with_weights-0.layer_with_weights-8._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1609}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1610}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1611, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1612}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
Vroot.layer_with_weights-0.layer_with_weights-8._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1613}2

Jroot.layer_with_weights-0.layer_with_weights-8._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1614}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1615}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1616, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 32}}, "shared_object_id": 1617}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 32]}}2
Vroot.layer_with_weights-0.layer_with_weights-9._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1618}2

Jroot.layer_with_weights-0.layer_with_weights-9._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1619}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1620}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1621, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1622}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Vroot.layer_with_weights-0.layer_with_weights-9._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1623}2

Jroot.layer_with_weights-0.layer_with_weights-9._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1624}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1625}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1626, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1627}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Wroot.layer_with_weights-0.layer_with_weights-10._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1628}2

Kroot.layer_with_weights-0.layer_with_weights-10._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1629}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1630}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1631, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1632}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
Wroot.layer_with_weights-0.layer_with_weights-10._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1633}2

Kroot.layer_with_weights-0.layer_with_weights-10._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1634}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1635}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1636, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1637}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Wroot.layer_with_weights-0.layer_with_weights-11._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1638}2

Kroot.layer_with_weights-0.layer_with_weights-11._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1639}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1640}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1641, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 1642}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Wroot.layer_with_weights-0.layer_with_weights-11._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1643}2

Kroot.layer_with_weights-0.layer_with_weights-11._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1644}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1645}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1646, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1647}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2

Groot.layer_with_weights-0.layer_with_weights-11._skip._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1648}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1649}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1650, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 1651}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
	Mroot.layer_with_weights-0.layer_with_weights-11._skip._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1652}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1653}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1654}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1655}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1656, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 80}}, "shared_object_id": 1657}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
Wroot.layer_with_weights-0.layer_with_weights-12._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1658}2

Kroot.layer_with_weights-0.layer_with_weights-12._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1659}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1660}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1661, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 152}}, "shared_object_id": 1662}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 152]}}2
Wroot.layer_with_weights-0.layer_with_weights-12._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1663}2

Kroot.layer_with_weights-0.layer_with_weights-12._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1664}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1665}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1666, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1667}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
Wroot.layer_with_weights-0.layer_with_weights-13._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1668}2

Kroot.layer_with_weights-0.layer_with_weights-13._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1669}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1670}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1671, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 1672}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Wroot.layer_with_weights-0.layer_with_weights-13._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1673}2

Kroot.layer_with_weights-0.layer_with_weights-13._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1674}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1675}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1676, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Wroot.layer_with_weights-0.layer_with_weights-14._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1678}2

Kroot.layer_with_weights-0.layer_with_weights-14._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1679}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1680}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1681, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 192}}, "shared_object_id": 1682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 192]}}2
Wroot.layer_with_weights-0.layer_with_weights-14._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1683}2

Kroot.layer_with_weights-0.layer_with_weights-14._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1684}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1685}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1686, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 48}}, "shared_object_id": 1687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 48]}}2
Wroot.layer_with_weights-0.layer_with_weights-15._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1688}2

Kroot.layer_with_weights-0.layer_with_weights-15._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1689}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1690}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1691, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 240}}, "shared_object_id": 1692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 240]}}2
Wroot.layer_with_weights-0.layer_with_weights-15._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1693}2

Kroot.layer_with_weights-0.layer_with_weights-15._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1694}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1695}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1696, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Wroot.layer_with_weights-0.layer_with_weights-16._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1698}2

Kroot.layer_with_weights-0.layer_with_weights-16._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1699}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1700}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1701, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1702}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Wroot.layer_with_weights-0.layer_with_weights-16._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1703}2

Kroot.layer_with_weights-0.layer_with_weights-16._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1704}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1705}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1706, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1707}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2

Groot.layer_with_weights-0.layer_with_weights-16._skip._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1708}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1709}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1710, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 80}}, "shared_object_id": 1711}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 80]}}2
	Mroot.layer_with_weights-0.layer_with_weights-16._skip._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1712}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1713}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1714}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1715}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1716, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 88}}, "shared_object_id": 1717}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
Wroot.layer_with_weights-0.layer_with_weights-17._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1718}2

Kroot.layer_with_weights-0.layer_with_weights-17._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1719}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1720}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1721, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1722}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Wroot.layer_with_weights-0.layer_with_weights-17._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1723}2

Kroot.layer_with_weights-0.layer_with_weights-17._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1724}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1725}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1726, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1727}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
Wroot.layer_with_weights-0.layer_with_weights-18._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1728}2

Kroot.layer_with_weights-0.layer_with_weights-18._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1729}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1730}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1731, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1732}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
Wroot.layer_with_weights-0.layer_with_weights-18._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1733}2

Kroot.layer_with_weights-0.layer_with_weights-18._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1734}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1735}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1736, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1737}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
 Wroot.layer_with_weights-0.layer_with_weights-19._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1738}2

 Kroot.layer_with_weights-0.layer_with_weights-19._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1739}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1740}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1741, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1742}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
 Wroot.layer_with_weights-0.layer_with_weights-19._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1743}2

 Kroot.layer_with_weights-0.layer_with_weights-19._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1744}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1745}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1746, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1747}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
!Wroot.layer_with_weights-0.layer_with_weights-20._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1748}2

!Kroot.layer_with_weights-0.layer_with_weights-20._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1749}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1750}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1751, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 160}}, "shared_object_id": 1752}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 160]}}2
!Wroot.layer_with_weights-0.layer_with_weights-20._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1753}2

!Kroot.layer_with_weights-0.layer_with_weights-20._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1754}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1755}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1756, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 40}}, "shared_object_id": 1757}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 40]}}2
!Wroot.layer_with_weights-0.layer_with_weights-21._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1758}2

!Kroot.layer_with_weights-0.layer_with_weights-21._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1759}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1760}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1761, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1762}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
!Wroot.layer_with_weights-0.layer_with_weights-21._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1763}2

!Kroot.layer_with_weights-0.layer_with_weights-21._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1764}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1765}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1766, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1767}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
"Wroot.layer_with_weights-0.layer_with_weights-22._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1768}2

"Kroot.layer_with_weights-0.layer_with_weights-22._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1769}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1770}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1771, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1772}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
"Wroot.layer_with_weights-0.layer_with_weights-22._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1773}2

"Kroot.layer_with_weights-0.layer_with_weights-22._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1774}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1775}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1776, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1777}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
#Wroot.layer_with_weights-0.layer_with_weights-23._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1778}2

#Kroot.layer_with_weights-0.layer_with_weights-23._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1779}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1780}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1781, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 264}}, "shared_object_id": 1782}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 264]}}2
#Wroot.layer_with_weights-0.layer_with_weights-23._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1783}2

#Kroot.layer_with_weights-0.layer_with_weights-23._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 264, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1784}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1785}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1786, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 64}}, "shared_object_id": 1787}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 64]}}2
#Wroot.layer_with_weights-0.layer_with_weights-24._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1788}2

#Kroot.layer_with_weights-0.layer_with_weights-24._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1789}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1790}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1791, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1792}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
#Wroot.layer_with_weights-0.layer_with_weights-24._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1793}2

#Kroot.layer_with_weights-0.layer_with_weights-24._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1794}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1795}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1796, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1797}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2

#Groot.layer_with_weights-0.layer_with_weights-24._skip._projection._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1798}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1799}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1800, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 88}}, "shared_object_id": 1801}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 88]}}2
	#Mroot.layer_with_weights-0.layer_with_weights-24._skip._projection._batch_norm"_tf_keras_layer*{"name": "bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn", "trainable": true, "dtype": "float32", "axis": [4], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1802}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1803}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1804}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1805}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1806, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 5, "max_ndim": null, "min_ndim": null, "axes": {"4": 168}}, "shared_object_id": 1807}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2
$Wroot.layer_with_weights-0.layer_with_weights-25._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1808}2

$Kroot.layer_with_weights-0.layer_with_weights-25._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1809}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1810}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1811, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1812}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
$Wroot.layer_with_weights-0.layer_with_weights-25._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1813}2

$Kroot.layer_with_weights-0.layer_with_weights-25._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1814}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1815}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1816, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1817}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
%Wroot.layer_with_weights-0.layer_with_weights-26._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1818}2

%Kroot.layer_with_weights-0.layer_with_weights-26._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1819}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1820}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1821, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1822}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
%Wroot.layer_with_weights-0.layer_with_weights-26._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1823}2

%Kroot.layer_with_weights-0.layer_with_weights-26._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1824}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1825}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1826, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1827}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
%Wroot.layer_with_weights-0.layer_with_weights-27._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1828}2

%Kroot.layer_with_weights-0.layer_with_weights-27._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1829}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1830}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1831, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1832}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
%Wroot.layer_with_weights-0.layer_with_weights-27._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1833}2

%Kroot.layer_with_weights-0.layer_with_weights-27._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1834}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1835}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1836, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1837}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
&Wroot.layer_with_weights-0.layer_with_weights-28._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1838}2

&Kroot.layer_with_weights-0.layer_with_weights-28._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1839}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1840}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1841, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1842}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
&Wroot.layer_with_weights-0.layer_with_weights-28._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1843}2

&Kroot.layer_with_weights-0.layer_with_weights-28._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1844}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1845}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1846, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1847}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
'Wroot.layer_with_weights-0.layer_with_weights-29._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1848}2

'Kroot.layer_with_weights-0.layer_with_weights-29._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1849}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1850}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1851, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1852}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
'Wroot.layer_with_weights-0.layer_with_weights-29._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1853}2

'Kroot.layer_with_weights-0.layer_with_weights-29._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1854}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1855}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1856, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1857}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
'Wroot.layer_with_weights-0.layer_with_weights-30._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1858}2

'Kroot.layer_with_weights-0.layer_with_weights-30._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1859}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1860}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1861, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1862}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
'Wroot.layer_with_weights-0.layer_with_weights-30._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1863}2

'Kroot.layer_with_weights-0.layer_with_weights-30._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1864}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1865}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1866, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1867}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
(Wroot.layer_with_weights-0.layer_with_weights-31._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1868}2

(Kroot.layer_with_weights-0.layer_with_weights-31._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1869}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1870}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1871, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 448}}, "shared_object_id": 1872}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 448]}}2
(Wroot.layer_with_weights-0.layer_with_weights-31._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1873}2

(Kroot.layer_with_weights-0.layer_with_weights-31._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 112}}, "shared_object_id": 1877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 112]}}2
)Wroot.layer_with_weights-0.layer_with_weights-32._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1878}2

)Kroot.layer_with_weights-0.layer_with_weights-32._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1879}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1880}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1881, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 560}}, "shared_object_id": 1882}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 560]}}2
)Wroot.layer_with_weights-0.layer_with_weights-32._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1883}2

)Kroot.layer_with_weights-0.layer_with_weights-32._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 560, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1884}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1885}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1886, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 144}}, "shared_object_id": 1887}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 144]}}2
)Wroot.layer_with_weights-0.layer_with_weights-33._attention._se_reduce._activation_layer"_tf_keras_layer*{"name": "activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "simple_swish"}, "shared_object_id": 1888}2

)Kroot.layer_with_weights-0.layer_with_weights-33._attention._se_reduce._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1889}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1890}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1891, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 672}}, "shared_object_id": 1892}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 672]}}2
)Wroot.layer_with_weights-0.layer_with_weights-33._attention._se_expand._activation_layer"_tf_keras_layer*{"name": "activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "sigmoid"}, "shared_object_id": 1893}2

)Kroot.layer_with_weights-0.layer_with_weights-33._attention._se_expand._conv"_tf_keras_layer*	{"name": "conv3d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Vision>Conv3D", "config": {"name": "conv3d", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "use_buffered_input": false}, "shared_object_id": 1896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 5, "axes": {"-1": 168}}, "shared_object_id": 1897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, null, 168]}}2