Format: application/x-hdf5
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3 ��������PJn �������� ` � � TREE ���������������� ( HEAP X 0 � model_weights optimizer_weights ( � � H keras_version @ backend
4 H
5 model_config � �V7 h H) � TREE ���������������� (- X @k h HEAP ` � �}6 � �d � p. � HEAP X @ conv2d_1 @ 0 82 hE � GCOL 2.2.4
6 tensorflow � {"class_name": "Sequential", "config": {"name": "sequential_1", "layers": [{"class_name": "Conv2D", "config": {"name": "conv2d_1", "trainable": true, "batch_input_shape": [null, 28, 28, 1], "dtype": "float32", "filters": 32, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "Conv2D", "config": {"name": "conv2d_2", "trainable": true, "filters": 32, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Conv2D", "config": {"name": "conv2d_3", "trainable": true, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "Conv2D", "config": {"name": "conv2d_4", "trainable": true, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_2", "trainable": true, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Flatten", "config": {"name": "flatten_1", "trainable": true, "data_format": "channels_last"}}, {"class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "units": 256, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "Dropout", "config": {"name": "dropout_3", "trainable": true, "rate": 0.5, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_2", "trainable": true, "units": 52, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}]}}
7 tensorflow 2.2.4 {"optimizer_config": {"class_name": "RMSprop", "config": {"lr": 0.0005000000237487257, "rho": 0.8999999761581421, "decay": 0.0, "epsilon": 1e-08}}, "loss": "categorical_crossentropy", "metrics": ["accuracy"], "sample_weight_mode": null, "loss_weights": null} �
8 SNOD 8 ` � W7 (W7 HY7 ` � � layer_names conv2d_1 conv2d_2 max_pooling2d_1dropout_1 conv2d_3 conv2d_4 max_pooling2d_2dropout_2 flatten_1 dense_1 dropout_3 dense_2 @ backend
9 H keras_version TREE ���������������� �2 SNOD � + � �B �D H hY `� �� X � + `
10 weight_names conv2d_1/kernel:0conv2d_1/bias:0 H @5 � ���\ H TREE ���������������� �3 HEAP X X2 kernel:0 bias:0 8 SNOD � 0 82 SNOD �A / ��{;ۨ��״N�����g��@ü/�S=ؑ�D?=�B�a�<R/�=d0=�3���.���s=�����=)5(=A��<� :aQQ�h/�=F=J=�l����>:��f��wؼ� �=�Z��]�h=��
11 1�=W'�ޚ4��=(�ʽG'k��F�<3�� 6;(�<��,��.���� <�3=�f:� u�=�.���k8��#�����=+e�.�=�H꼻�=�ޟ�}����`�����<���<#�>�<���e>$=������;�ǽ*�Ϯ)�;d<iK����}��K�<YL��9M��s3�-��A`üx6<����0_=_�=k�=��{�|x��dŽ/�ǽP2:<��ɽ��<~4<wn�<K�<SO����<�f�<��ͼ�� =�H�;N�d�~W�����E�b���=o��=����̀"=���:��=�c�<�J<�WT=�6���t��8�=,3�<F�g��h���+��V�ν�Cν$�cL�g�+�֯G=�:<�=�#�����w���e�3=8:w��5ݽf�<�)D�� ��=�m�=`����:v�U;w��< kc�]c=P{3=Ry���r��=?�=unD=P٨�{��=z�3� w�C� ��P0��H�<��h=�����ļvɐ��0<��.=GV�����
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24 �Y�<���H�o=�ç�²��v,=D�'<�k;�Y�ʵ�=�餽� =����+�</!)=ΐ��8X�<�?�PW}=}$�;��<�I�f�S��c�R�J����=0���䝽��O�ݖ=E��/T�<>!@�Ѽ'-2=.h��[�+�k�$�ٵV=����/=H�~� �l=�h=��:��
25 2Q<��=P$���p=�>�<����gc =I��TfZ;�LνJ��� �îN<(ѽd~4��nν�廋�6=_� ��}����>���a��^?=�Z�C��}Ӡ=���r�m=k�_=��&� x˽.��T�=-{��5(8;|��<���<pd<�$ʼ<ғ��6���zֽ`N(�i�W�S|}<Z_'�<&��o��;�z+�;w��@<����<#;���;�Z̹=��1�$ `=��N=�+=˄_�� �4�a���;7� � �Fr�=�] =�d�<�0�=̕�<"��<o's=��L=b8�=���#|�=9E�<�҉��"J�*.�ƍ����(�������;W9=���<�u���L<4 ���Y�<�ь<ې �ǹ=�Q�=c#^=/d�=�����<dE��g�yy�� �I � ���\ x TREE ���������������� 8R HEAP X E conv2d_2 @ �B �D `
26 weight_names conv2d_2/kernel:0conv2d_2/bias:0 H �Y � ���\ H 8G �Q TREE ���������������� �S pX � �� � }�`���y�۪���F���ӽw��:[�μ�P��,/B9�yu��1T�$i��PI�~ ���&���/����d���n<<���߱�3n�<���A�� �<5U���e�����vu��w%(�,�ý�;};Zϼe���
27 <+�j<g�<4�<j2w��=��j���Mg<�S��{3ͼ��������PZ��<W����X��6�@=�G<T�<�G'�Ѐ�;}4���ڻ꤀�D�U;���i�;}�:�~I=-=݇=bs��@�ټ*�G;t]=b���<*�2��)`;���<�����ߨ����<�A�;�f =�K�5&0�bM�����&'��1�<��<�Kܼ1�M<���'�B<U�⽔�߽t�w;K8���<3x=�"�3˧<�X��*��p�* ;�d6�V���[��<y�<�@=�i/=���Y���l����j��{9=�b�<��a��<�R���i�
28 ��<차:ἐ<3��<5��<��c�5�X>Jɺ;�,H=7�[=�U&= �����<�y-��G�<Us�<5�=}'<�.|��0�;c��=l �e =�8�=v�=�S�>K�}$R=F�<lO;"7�h��=��=AB�=�*9�
29 �[<_�+�9���C/=�7P;����H�=^�=ngA=8���M��p�6=���=�����=�Ou=,�,=��h=�{�=%h1=%I�RV
30 <���%��<��<�QW<�'2��gM=0.;5'<�c>o�=��=5�/=T2�<�c=S�ѽS�e�[Ղ�K�Y�q��(�h��jt���(��YL���v��J.���l��F$��t���3��G̽��!�~���<e�_a��w����j�"!���m ]�0_#��7���W�Sa�����������ü��� F���]۽U�Ҽ��E?���V��e����C�j%�&����(�OfQ�4wB� �L�E@�^���Y���XOS�������Xi �An3�y^%���v�0[z�.��*}�࿃�|=��_���j�v�ӽ7⁾�A��Ӆ�����-�6��qi�X�.�?8���E�#�V��1E��">�G;�%5���D�Z
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32 �Z� �z�9��0}�b{E�����?�(筽����5�*M�չj�j�e��J�p��~����Nn����t�=�� #�h
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35 �veD�FJ��<���
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37 weight_names ? @ 4 4� HEAP X Y P �� � �� �� Ü�V��=�E��s6����F=�n�|����2��Uؽ^�ýU���h�N�^�����x�q[0<�Xd=Nvz=&Ѿ���J�k�����Z�<;/��SM��:�<�=��V(���y>/�̽��=w��=�zZ�b9Ž#��P�=i�<d����s��-���q��
38 }���{>�>ZK}=��k=�3>����z�������Z>�Nz=(�= RW��(>�O�Ӡ>��H>���М1��=l�R��! ������}��:K0��(�.]���IJ�Iл"T=��;�2�=�)�~��
39 X��j���e8�+͜��!�3�E�Q�����>��4>���3��=��A�ג����ʖ-��4�=��]<��=�K����P<�I��ֹν�iv=ƙ���31<�뽩�b=���91�:=����-�
40 8>�NZ=�tR=HBc�� �=�m=Q���=��=ZDE�4�<���=nf>��=S~�%.��C*<D��j��`椾-,�mн�8��Ҵ�Il��8bY=�Ľ��z<Kh��Py�
41 a|=��<ߩb���&=;p=�)��N�E1��U����P�z=��x�1o<5hN=[��.��T�q��a��d�=��9j�����<����W��G��=H8�X� ���V�h_��T�7Z��pd=�������:N(�<c��n���<��<Ӳ��V<�vE=A�y�x콥{���6{:�A1u�ݑ>��魽:uR�>m�~ �c}�=�zν��]�&�='a��"g<P�<��d<��t<���=X2H�i>a=�+:=!f���E\������v�=��ڽ�(�=�t�=�_ּ�=��Z.=vL39�=ˢ =o�'<�/�<h��<h�����q�ܽA�*��m��
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52 ��=uÇ�v���.v�c�<�ǽ=�Z��H�j���r�=[��9p�����="�>Ɠ*�R�u=�=a7�;�uS<�z{�O�=�3���6<����N �:�č=��˽3i>�����N=�j�=L=5�5b5��pI;%Kr���E��=�Uͻ����w~����J��}.p��������=��=c�>\�=2x��G���n�:h�=��=�~2=N�缋P=-l��G������;=��
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