aboutsummaryrefslogblamecommitdiffstats
path: root/lstm-models/ethereum_model_randseed_784.h5
blob: 6d9b7a58e335a3a8bf4d6a96538a2c66c44c30f8 (plain) (tree)





























                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
�HDF

������������������`�� TREE�����������������HEAPX0�model_weightsoptimizer_weights(��Hkeras_version`@backend
`H
model_config}`8Yh`@TREE����������������`HEAPX@�lstm_11dropout_11dense_11activation_11SNOD8`��Y�Y�[GCOL2.1.6
tensorflow}{"class_name": "Sequential", "config": [{"class_name": "LSTM", "config": {"name": "lstm_11", "trainable": true, "batch_input_shape": [null, 10, 4], "dtype": "float32", "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "units": 20, "activation": "tanh", "recurrent_activation": "hard_sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 1}}, {"class_name": "Dropout", "config": {"name": "dropout_11", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_11", "trainable": true, "units": 1, "activation": "linear", "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": "Activation", "config": {"name": "activation_11", "trainable": true, "activation": "linear"}}]}
tensorflow2.1.6{"optimizer_config": {"class_name": "Adam", "config": {"lr": 0.0010000000474974513, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "decay": 0.0, "epsilon": 1e-07, "amsgrad": false}}, "loss": "mae", "metrics": [], "sample_weight_mode": null, "loss_weights": null}�`�player_names
lstm_11dropout_11dense_11activation_11@backend
`Hkeras_version`��TREE����������������8"HEAPXlstm_11HSNOD0�4 V@X (2P2�M�./01������
weight_nameslstm_11/kernel:0lstm_11/recurrent_kernel:0lstm_11/bias:0(PP  �$|̋[h��!TREE�����������������#HEAPX8�!kernel:0recurrent_kernel:0bias:0 SNODx��!SNOD0�-h�,nχ�(�h=��J�0�:�
*z>^c>�E�pPC���,>D�޽�A��}�����>��3="Z]�'�=r >`�^>��=�\|>Pqq=P�J=�~�gf�>&���Vc������2)>��>��&>�=��������t�.P;���=��{>D�"��dy�朽Pb�<L~)�3�=�0����&��J&��y�=�?�;J�s���Y=;�zB\>rj���s>��w>��<��=��>�d�b��:�<��M�ȯ=b'ݽLJ��q%���v�H�->X�T��y�<~UT>]!>��=�Zr���D>�O���%<�f>y���t�^>�W>VmE���ӽ�=3>����J�t>�u�=�����0�=;7m��Aa>x.�=d�m�>|>=��>I��l��=:\����+��fn>�矽P�a=)�S��%�=�����sH�:�a��h=�U����̽"ܿ�L8��`~4>��轪�B>��O��3�2�F>��=P�=������=�MZ>x)U>]�����>��>S>�Y�=+�i��p�=lڼ�r�=����=�1E�0ڽ�b	=P��<<�{�B�&��,}>���@���R�<0����:�ɀ���㼬QĽ~Za>�����_�~D콮)����P� d�=v�u>6ډ��a�=sS�P}=���6�7����=�����z>�?s�8(j=�P��K�=��P��El>�]��ĵK>�5�ny>@y>}C�D�=h�S�^�.>��</��R�l>@�^>�4
���=��=��0�y�u�����<B>b�>������;���	>B��JE>h�r=:�L>�r+��>�?Y�΄˽^�>�������
��5���$�4�T�">��.����C<��|�ZG>�"�=0<�<y�L����*7콦`���z�=8"	=�`�=([���qY>�?�(,f>�J�~�F���򽔀I>Ⱦ�=����e~z�Һ��Y�>�8�`�>�}ӻ,�'>C��L����M>Xed��Q�<��}<�pF�b�@��=6�.>��}>�}� {=���;�L>�[Y>%�f�r&� +<F�M�|Q>֯!>Y��>��K�d�p�ۈ=u� ��:�=>�z>$�b��?u�pi�<�½��= {�<�B�`\��!i��7���¼�zW��S�<�f� uP<
>��i�W�[�B��pF��`�<Bx>�|>�@?�"�!>�`����=L�`�%<�r'��l��L�N>+Â>��=��;>ʂ/���:����=@$���>��*���$�vև�Hm7��?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?`�b=p5��$?0*;�Q�<�K�>bm�>H9���>\Z >ų���ۙ������d=����)9r!��%=��뼼+ȾZlB=�.;��?(PP  �4|̋[hPP  �)@|̋[x�1�TREE�����������������#HEAPXP1P/01H
weight_names ?@44�@N�TREE�����������������R�OR�X��B���w=f��=�1/>���B>Q��;��=*p=��9i���������#,��3�=��{>��A�HN��A�
=�а� ν�K�������(�=�M<](g���;�6>�vj�Lņ>��Q���E�N��Y��<@+>4������<��-��^,�\��u:��P>�->�s=t,>�������D�.���`�����������50�<v�.><|S��]�=eh!�7qp<�1>��'�A�׽�:(�#j�.�{=D�=�6���n䓻�����>b�(�6���B=��>=j?=�tD�C�=�%�=:!>�q�<6�N�����ͻ����<�����ؼ����G>뷌<��~�y=��=MA�a���-&���ƽ�~N��i���7ߺ1z�󌔻�	�;3�&���3>���=��(<5�%>o�%��P��'�����<�5h�%!���Uݽ0�=#.<����=�O{=%z�A&�<��Խ���<���-[�b!���<j��=���=��>P6H<�j�=b���������>6��s�=��:>�x��7;�;�Ou��ۻ��q�>��f�k$�;�J>.k½���Iݼ����J:�����<��.;jg���ֽ(<1f>��=_�==O=�8�*/�=���='J=���8��<3�ǽ!���>�<�\��e���S=�v�=γ6<�-.��^<{ !���a����=C9�l�h=د ��Č�	C^>&�=/�>l	�H�ǽ;�
���;���=�*��Ăڽ?��<������<i�_:�d���n=�飽_J��>8��=�[\����>̅;�6k�<�q;���`�����=��=�ͽ1>˰�=�n��0�=�D�����h>`N(>�!����X�:�9�i2���Sl����F=�)��;<�U~=���=U|>��>�e�=_z��wv>s񼌔x�ͯ/��{����<���=s"�:r��(Tn>pRs=K��F[^�����E˼�8K=�<�=�P����=�Ӽo9=��������?�O>2}9�^:=)�Ľ���=}&{<��=i-��!y9��͎[>iJ>�#X��c��ٕ��Z�<=�>�e6� �=h���X��;�0>�>#zO��‰=ԍT>��n�d>!چ�6M>ԁ�\�$=0��<�W$�C�+=w���U�,O!��I�<J[F��N���e���n����qo4�떹���=�Ö=�6:>��;�=����D@��\���=מ>�-�<zL�����=W�#�!��k�=
��<S�<58ͽ8ǣ>=����~��϶�,���YݽUA�\>7�u=)eW=��*���ϼ�����\>�KJ>� {>8#v=�g�=4�=�y��k�=��<=%�u�����s�ż��=�#>���=�	ܻk�->g�����h���ƽ�� =(_Ӽ5A�=�B>�e"���㽼CX>���P��=�d����=�Ľ'@_<��<wLN=��ۼ������<<���P��g�w�>?�=�8�=1�9�K�>�YԽ��=�ݙ�u>2��=Z��=o<���
>�=�,�=P�=�xR=�m-���>���=���=����>�=��n����=�K~�Km��'>CJ�m!ܼ7@><�(�8��6�G>=���=���k�M�cj�=�)�>�>�˧=Bн�5���z��3�=�X>��Ƚ6�
�ؕ�=/�=g��=�H콭����S=�=�P&>Tҡ<zN~=�K�>ty���b�=�>�@ԽV�=�����e=sK�<�q�y�<M%5��K+�6�r{�;?�V<7�=�<<sp��cVz<����ɽOp>K�����=�_	>��F<U D;�=>��:>�:���/>�
E=J�|;8=HWG�է���ʈ�gHP>!X1����=E�ǽ�{�=������T=���<�j-��)�^m=qf>k'r��t=nQa����=����H�<M�H='
>O�9>�:=�<s�%>E���'�LW��BF&=RH�=�F���ý���N*�T轧{��h#>�q��==g\J>�=�p6=��zE�<�d�:�D�;pQ��X;���=��c�[�=�/�<�X3�!SC<)8�����>n�=���=T�W=~D��s�<����1�=�c	>�J���N��M�;�a������)gD>�2!>��\>�߽c�N=�b�;�����̆=0�A<�	>zx�=�m�>X��A�*�w-�n�սz��jZ�=���nս�aP��@\��x)��z�����<��¼�ȩ�.T=�����2��o���{W�4~���M(>w�!=�[ӽ �Y�4jK�H@l=,V޽=>�jq=S�D��$>���I�y�<��o=?�<�Hg�k��� <�.�=<mn<�X�<NG�e����9�pl����=Wq��֎�ׄ*>gŃ=��M�&O�='�
�u�m��b���Z/=;)="�:���*>��w>�#ڽء;b;D�ɨ{�w؀��
��´=���>��=�=,���m<�)o�l�={jz��:>��=��񽧸=�I�X:9>��
=:z�<��y=�޽7\��= �Ƽ(�?���>f��=M7�v�罚�
=�<ս�z=Y���=n�!;E���EQ9���>�f���W=�dN���>O�<����'!�=�]��C�>=n��<���^���s�;5�O�;�?�S�%=P�>��;��=?�?�/z׽�j=�ؼ�g<������4�]�9>I�<��b�y�3Fp<�gX�O�1=�1Z�׭�=��v��uG<-�ѽ��ͼf�>�ýf��=���<��=u%�-*�h�7��E=yy�=Ş߽3�(��$�����=Hg�>��X�I�=���=��	�FY�=~ֽF��<	�k<m)���1>x��<"�=��=���W.�W>�0}>O��=V��Zۊ=������8�
����O�+6.���<H��=Dr��^�W;��� ��{>��;DFN���;�&*>�L����<y0�=���=�x4=��Z>�#	>��k����YP��#�<�m�=#m�=�l;�ڣ��/�<�*��̽��߽ɎV=N�O��TI�a�="�A=�s>�>�r���&����m�@�Zw�Ț>��I<!��=kX�;����k=7ů=�&=s>+��=�"����8~=� �<@Y=���=�p��e^=��V=?�=Ż���0=��>�0m=U�=x���������<�A�<Jp>H����<���i;g�<>�(�=�P��b=7��=��ս�N�n��=E�<���2�=����5F>0��=���=�jc�y��=���=��=X����&���Y=I��,^T��:�b�#�u>
�a�i
ҽ��>H�[���>�!��Fؽ{=�B�=���������=��1�giJ�)FؽO�E�er:�x���3���+���^<�F�;>�<[�-=o�=S����m�ߏ��M���
��h���f�A<1&*>ԏ�=�_>†|��Z"����<�7�;��
>���lI%��j��	>
}���s>�o�3wu�ዌ<�ئ���	>�d\�D�<(���ûۃ	����=Gi�֋�+�p�F��=1�<!T;���������Y�=�B>\��8�=��8����=ň�@B���<�k�<�Q<:q���?=���=��f=ꛏ�$�4=�r�<�ը=`­���_=G@>G
ؽ�\˽��=��;u�
>�ý4:�9��>%�M=g?ʼ�Z�=�/-�hm7>1���R!U=��=}&�;V=<��<BS�R���K��=�V�dF�:�z�=������?�����H�:��B۾�%�=>~N�BLo��&���^;ɼ̼�6q<�#F��4N��4���_��n���3>�4�>�b=��콊�H��$�=���Rx�;;9=M\a=6L<1��m�mh�=g>=��M��u��#�=�t=����m�=)�D�����������E�<!K��Y<��y��]�+{<@����=�h|�]i�=��|>�ކ=3�>V��<8��<`�=?�6<S��'�t��z-�
�F�#<�+�<ej�Q�<��=/�6�C�.��t�-����T���˨=O�`��<�����=f<(=O_!�oA�~�\�d0�9q�J�"�����=��q>R�>̛�>��>��E>jF���G����=�Z�=)�N�"� >��=��C=�3Z�-$!>j���s^�&�o���:� �<I�,>�@�=��=��
��@`�6�>�w���l">p�B=!x5=4����Z��!�=��#=�sW�Q�=���<p�=0�1=�=��>1��)\�!�۽5�=>(�>�n��ʀ�
$ֽ���<�ۃ<,�<_6��s`+=���l�x��L��>�>��>�Y�<�P����=������������<�俽	G׻f=�VR����=V�>M�-��E=MO�<.�E>�ێ=����*Ϭ�1����l5->�7���Ȃ=�&�����=���
kW>��p>V����5�編<:t=]�����=�
���	����B��>K���\=P�e=N��=g�Y>d4>E>2�Q��
�Vɶ=�A-�~�+>��=5*��m$�i28�j����&d=�e�=>�>d�>���<TG}>�7^<j�c={F7�8� �1C�=�4�=)Ç>
E<�ԉ�xӽ[S�w{y��Y��R���׵>����&�=�5>>�#]=�w=�⊽]�^�Y�&>�]�mL=���=��J=J��:_�<qE�=���=o,>�@��+��K=��߼Ե]��Q�=��`��<�l��T��iO>8@=M�=
��/H�ӧ=��5��U0<y���A�=�=�#zm;D������2�=�;�mr=Q`j;�@g>�	̼�1�I�=�ȽN(>�>=�w
�nU=�
����;��=-�7�����䏽+�LM=����9�Mz�=���=q�>4NR�]`>��=��#>T>B=�5߽p�E=L�=�=m 4��&q>��=�m>J����n�����;!=^G>}#t�*h������?=]�&�#=%���Ľ�6�;6���
L�!g���<���Aق�Ք�=�$�Kͽ��)<�DX<|L<r�=f����1=���=
˼6�=�I��Y4��ǰ>���3�Ƚ���=zd>�H꽟�{��{�#x�=2�@�,'/=I�C>���MἫ�N=�c=�
�=�Z+�6FK�m��=��=[���7��.�6�=�/��C˭<���<��D��ݥ��ꋼ"߳=�F'=ZQ�=wB=%>2Gt>�10>%����<#�E<�H=�函��`=��A=�����=q����6�
C�=)˪>�$�=�on=s��=,�>M=ݲν��a��.;�5;5+��V$ɼ��a=�o��h�_��6��(��������0;��4>��J_c=x��=V�˽��=v�0���=�e.='a:>y�G�n�v�S�q>]F�=S���)\=�¾:0�&�2ް=KZ'�ɱt='8D��TP�H�=D�U�
������f>�==��;!�<k*��'�.��<;#�=+�=$Ȭ=��W>��Խ�kW����z%���h�<؂=O�����=LP��X߶<��k>�^$=`'=�%"=�&��m=F �Đ�K0<��;�����)N<BJ>�JU=�V�;b�=��:=z��=�兾����S\����ٿ�=��~�^�	D�=�r�=�]�=��<N쑽d]�qC�n�=�Kl=�>���B,>7k)��9��t����H��rw=��/���,��E����<αS>������_=7c�=ζ���<�d�=Xi>�"�<MI�=32���=(J=6��O.	>�j�=&�=��>n��=��A=��M�D��=�Tw�ev�=C�*��<ַ��i�xG���Y=�Ջ������&=L�<��+=3��=�v==�>C&Y��l�=�֧�P@=���q�=�3B�����8>�S�����=�@�=˪=> Fe���<{�>Z��=$�=c��<���=77Y>L^���[>ͦ.<usȽ�č��v�
Q�=K�`��l�����q��=���>6�����=l���;֒�h�8=j�~��ŗ>5�Ҽ.x�X�<���=.qM�S_���=��$=�H>շ��b�F<u�½{����ۼ<r�M�j�X���������u=�F<��;\�T��"�EN=������.=�&�G��<9ս��%���>	6�=���;I7?=�)�=��st>����<��L�=�>�5�<�]�=��̽'j�z^�=�0>W�D���M>�J>",=������,�j�f=����"h>��HEAPX�Mdense_11@P2�M`
weight_namesdense_11/kernel:0dense_11/bias:0(  +P|̋[hTREE�����������������SHEAPX (Rkernel:0bias:08SNODp4�ORSNODU�N  X+|̋[xTREE�����������������SHEAPX`XP V@XH
weight_names ?@44�Htraining_config``\@TREE����������������pbHEAPX \Adam_10training_98�Y�[
weight_namesAdam_10/iterations:0training_9/Adam/Variable:0training_9/Adam/Variable_1:0training_9/Adam/Variable_2:0training_9/Adam/Variable_3:0training_9/Adam/Variable_4:0training_9/Adam/Variable_5:0training_9/Adam/Variable_6:0training_9/Adam/Variable_7:0training_9/Adam/Variable_8:0training_9/Adam/Variable_9:0training_9/Adam/Variable_10:0training_9/Adam/Variable_11:0training_9/Adam/Variable_12:0training_9/Adam/Variable_13:0training_9/Adam/Variable_14:0@\+}̋[��_�aTREE�����������������cHEAPXbiterations:0@SNOD�_�_�af8fXhSNOD�^(PP   n}̋[h8fXhTREE�����������������kHEAPXxhAdamH�hkTREE�����������������l�H�8@��HEAP`���SNOD�h�hkSNODe��������ȅ>(t����E?]+E?(PP   ~}̋[hPP  d+@}̋[x(   sP}̋[h  �,}̋[x(PP   �}̋[h(PP   �}̋[hPP  ps@}̋[x(  �tP}̋[hSNODHPyX`zh |x ��0����  �,}̋[xVariable:0Variable_1:0Variable_2:0Variable_3:0Variable_4:0Variable_5:0Variable_6:0Variable_7:0Variable_8:0Variable_9:0Variable_10:0Variable_11:0Variable_12:0Variable_13:0Variable_14:0h  �,}̋[x  �,}̋[x  �,}̋[x  �,}̋[x  �,}̋[xSNOD�(��8� v(0w8@x