aboutsummaryrefslogblamecommitdiffstats
path: root/lstm-models/ethereum_model_randseed_795.h5
blob: 982127ae61d8b3c792337b274a311efa6b3f1bd1 (plain) (tree)


































                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
�HDF

������������������`�� TREE�����������������HEAPX0�model_weightsoptimizer_weights(��Hkeras_version`@backend
`H
model_config}`8Yh`@TREE����������������`HEAPX@�lstm_22dropout_22dense_22activation_22SNOD8`��Y�Y�[GCOL2.1.6
tensorflow}{"class_name": "Sequential", "config": [{"class_name": "LSTM", "config": {"name": "lstm_22", "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_22", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_22", "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_22", "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_22dropout_22dense_22activation_22@backend
`Hkeras_version`��TREE����������������8"HEAPXlstm_22HSNOD0�4 V@X (2P2�M�./01������
weight_nameslstm_22/kernel:0lstm_22/recurrent_kernel:0lstm_22/bias:0(PP  �$Y؋[h��!TREE�����������������#HEAPX8�!kernel:0recurrent_kernel:0bias:0 SNODx��!SNOD0�-h�,x�!��}>@��;TZ�=[�
�����SE��\>��0<t*�&�%>f�8�@�"�0�<@&�<t�+��@B�.D�u�Xm�=���<0��=��=��`Td=�����>��G>�o������'ȽT�!>J�3>HyD=$`>X�=L����z��R��&n>�-��ol> �g>(����!�h�>�V��E�������=K%�-/=��=��=x}g>VZ*>�w&=~,}>8��=(�>��X���=χ	�����->>�N1>n>YA�~��`&<|�$�k>�>��h�B�����-�>��K�"�>��= ��VK��te=0�T=��>l�=�q�>X�����ɽ�:_>@��;��k�Wdv�<�V�^n���+n�\g���H+��t>���<֢Z>���gvw�n彼�W>
"{>p&	��E=� k>Z���Z>��<�yd�*�[��ɫ=��:���}>�8:�����@>��D>1�h�c>�l2�KR���>.@=>dc>p����D���>�Ut>�U�0i����.�½�AZ�p�0=Hv�&9:�!׽� vH��X=|9�=fb�P�T���A��,=@A=�=�G����P>��I>N�>���@��;,Ν=����<������=��/>�h$=0&�<��>P�e=�@�=�'��O��">P틼���=������>�q=�co>��i��C�z�>�������kV�R�������r>t�=�#,>��,[�=��u���|>n��>>CP���u>�	�=;��>��<�~����I���>xu=��~��(�=���=�����x�z=@4<B5߽�
2��;=��=�ª����c�=RA'>��k�€���t ������w->������z>ڥL��{>��h���:� �\��/�=�J`>`�$=׀���.<,c>�e>/��4���N�=���߬|�H��	�>r3K>@>`N�<�lýn8M>�F>%�#�>Rz>�B����2۽��W>��>0 �=�;2�X8�=0'��Jن�`�<X�Լ�כ=l�;��lz>�H.>���=�nz�(�i>`���a>�V�=�T
���;;�>gv�
�|�
��4��=��.>M*r��S	���W>:�c>,����K������2�,�/>T�=xGh���<ǿ=���f���`k����-����X��e>�]��kC�cR%�@^���v�=�Qн~I>�mW��L>��=z�9>�?�86=�&�����=����@�y=�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�Ȉ�`/j>�#9q%���H���>q��J��>��>�S�� <��=:s���>
��>�����>�%Y=�m �,�����<�?+ͽ�?(PP  �4Y؋[hPP  �)@Y؋[x�1�TREE�����������������#HEAPXP1P/01H
weight_names ?@44�@N�TREE�����������������R�OR�X�W��=:��<��=��>���=��
���=i`�=�6�<�v�Q�d�O9�<��='LF>�>
)7�4�+�Y�ڽ�Q=�i=x.X�h�佘�
���b=Q����=��ٽ��>�����1��WpH=��ʽ�=��R���>�x�=�����k=��=*�ʼBP=Fr���>�s�=�a�=D-4��([�y�=��=O�*�q�r���n�,�>JP>���<X��?b=�^>n��=}Bw��>=߅��
������n�E�Ӽ��[>�7���=�L>��/=g^X>���ܛ,>_�����<
<=���<�׃���>�����;��U>�i��o��kJл���~@&������9����D��<Z�|:���=���->����Ž��=�R=J��֚һ�Y�%��¼C����Ef��y�_�@���8>@s�kQ>M�F=� >@7������*�.=4֯�+jA�@ߙ�ҳ��[��?/u<�����">�ˍ=%\r�b��=��.>Ɓ>��ps����=`�=�.;�-�_�Nh�=�O?���R���ٽ��>��u>9}7�y*�.!U�͸�=��ĽA��=��ͽy�=��;;<>K��=�G>���
$=m诹�+�n+�=r{���ѐ�x�Z;!J>.H���h7=Jm�=�������=�q�'t��kD~<,�=*�P>!�=�qR>A��=3�Y=�Y9=���'B3=kb>��m;jz�<G��*���M=��U�tAD>�3��=+��=���V"�q��=d튽��Ҽ7r�;�qg�����1�!/��Z�ޜ��˕G=��=�_��t�<ֈ��µ�=��`�q��;�/�=��#��h?��ٳ={����*����漴y�=��6�i7��oT>��q��A����K>�B�=v��=�&�:��>p�r��5���ғ> .�=�5���״����;����/۽o@�<dz2��r�⅌�ɶ�>�	�=���������9��/�E�c'���LR=�=����7^_�H���!�N�,=��ƽ�ӆ<1~ļ�b�=�����N<&�t����=�d���:�=�N��&+�A
N����23�a[��|>y�D�1
>����LT��BY=��$��펽�C�=�H(>�E|=�+�ƒ�=�|����+�sBѼ����P=w.��][�"��=7�>,��9�<6�>�t6��ͼ�
�!4J�A�j��T�<f(>
o�=C��/<$>O\z=3.�}b��:��\�0>���m���N�va<hNԽ��d;���7�=`�0����=�>����׽�u=Ḓ�nh����Y=�ky=�7���㔽��6����J��=�#<�U�;.>��������9%z�<��|�Ў<����o��>>Y����r>6�p<C&%�Z��E�#��D��O�,<��6>>�]=������%�����g�=����-='n��|AV�H��Ko�=��������t����=%N���Ov�����"���Dn�O�ټWד<�|དྷ��$!�=S����G�#ߢ��m�=}��!�p=�L��Zu1>U��u��=^x�=К^=�����|���o>�논�+�\>Ff!>1�R>:����`�N>q���L=�����O�={?s=��=n��<�Y���=v�>��)�k��d$>^-o=��=�En>����m��������=W�>b=��ҽ���؄нN5���=ȓɽve�<��=��t��=b>���=Ur>�����7 >��=F;{=�	J�2�;�h;G6'��=��� X�o(>��s<>�R�=�JܽB3����>μ�9>�}:��!�=��
>tD�=G�=@ͣ<��=���Q;+=�ʽ�p�=�&{=�6Ҽ?�,>��)���<�ͷ<����-�J���	<5��=`���:�K����kQ��(� =}a=��
������<?>���=N'�=��x���8�8���߽��ļ�K�6�i�o-�MkI�m����)>�?=���=té��,�ߺE�t�۽u�:�)7����=;W������=�T>�M6��QC>p�]=�^�<v�P�VK���T>�{�=	��=������;Z9�=c�>Ⱥ>1I>pWZ;}W��>ș>N3>�Wy=�n�<����K�=<׏>�P��W��=�M�=� ]����=F��"b���v>�
��{���c#>tT>+�]=���<�T�M�&�{���]�=�K�<�d�=���=
r�=�5�;���9J>,Rk�~=�g���@>����Yc�)�>Z_�A��뜼u�8�Q�=}��<�'>�=L�(�����iF�~��b�R�,��\.���ܽO�=X�t<�L=��4>�W=��c�Z�W;��>�������=h�={�ٽ�	>�a>�љ����;�q�=��>�q�=��G�.>7gX�$�=��<��*�	y7���=x���'Nҽ��=g4��^��<;,)>��F���4=2(���vX=��c>����=ӭ�=/�,<a�T�Xc&=�)�Np�=]��=�e
����<3�<$��<��9;Ol�7��=N�켖��<����hG�>��/�V��u�)>%��<yR=W@z>�I7�t=
B�s&�=�V��7ɒ��-�㝡��76>T�;�໨�N>�A��8�U9?����=O��>��
����<˦\���;���R����5�d���j�����1�����:�}U�oo�=8+=	���km��$�=Z#Խ���>��cQ>��N�������=O��=�
3��jP�'޻��#��'=��e����;A������I�<nK��5�;�7=UP�<6=������B�༆�>�Y<��Y��$�<��+�<։�=o�=�+>wQ��|>�#8=��=��ؽz�>���=���1����=b4(>�*����ý>�=���O��"�ֽxI>�=��]}=�U�V�����>����/+>E�2�i�"=��<��o=ή~=,�=a˽K���o�<�n�� V=�w��Pܽ��f�y>ƺ��=S<�=�2�#νi�b=�7��*�;�=���<��:��=�<H=�]^<�[_�y�D>	�>v�W��5x�poo>�(�=��ȕh�1C\���)=:%Y���>�G���M>;�;�D�]Lj>�$�]j����=����>�^�h?e>'�!=�N2=q��OE<-R�:Qt>:�>�r�ܸ��������ؽ�>�tȽ�-�<�Y)��Q�����r����<ƽe�=��
��ܮ�����r�5)���t =��<0�f�r^�<�'T>���2�9�<{�$=�B��[(�=�{�
>�uݽ�U�=���=�^�������=v�Ǽ`ؽ����z#;^H�>f;>�Gļ���=��ɽȥV��H�=ƺY�S@޽�5¼��O�Ѩ�<ň@=O��=O陼��=��=���L��7�>���=�\����9>3���Bd�����������u=�KH�h�����<FJ>7�{=�`}��`6���P=�L>vo>��1�>���Ȁ�=o�=������qw=��=�s�>�*>Ef3="�"��#�=w6`=�=��=��D=D�=K�ҽ�}">ɟ��Ɣ�S����#��x�>o���}4���4��y�=��c�����6N��g�9�.����	>��<u�e��&�>P_�=��(>�g��@1��fg�=��u=��ڽ����Ҧ�zZ@;��<F>ݤ��q�l��<�
>:#r��c�=g޺����>���=и;<wb��.I�=0v=��<�/�=C�����]�-�&Jƽww�;�Y�j�������>�E�����f��>�U�S�>�l�=��ƽl�Hc��G��Yo����=�Z�=/*6�t5k��߽����_���68=�<E�.D�=�����09�a��qt>_�a=�� >��8=J&>>n0�=�bʽl�=�����;*zռ���5쀼���cC=��|<?}���R=�Ǯ;�a+�Q^\>*�=:�w=�þ���,�"�<
�;�Y$�<j2�=G��=|>c�=��<����U�c��P��҈+��-/>�нʅ���=5��;��Ѽ*��=ǝ�����+�<-�ɽz==�gt>V��O
��j�W>V忽A���zi=���=ee�<:h������'���L����=�>����ﶽ�>�
�=.���;�ij�)���n=�#�<�U��p��i8=���]F@<� =:/�=�Q��F2�<1۽iC=�>3x�=L#���<N� =�м����������<�=�qǽi��=��<a!!<���=��#>�ex=��=�\[�h�'>T��<,�&s=�>�)/=7����$=+�7�
���9w½체�~��(����ߘ<�����I�=���<l�O>ɝ>m�`=�/T��Ǫ=Av-���C����=���=�^�
tm�~U̽֩��ġf=���=�}*�x\�<?�2<��=.E��x�><
��gǯ�nx�=Z�-�=?��RW����1>�����>U��<�x=�Z�=�vF��L=5z0>��ҽ�x<>d+>�Y=`i
<u�5=B���ɩ��p=rvĽM���K>[1�=�˼VQ��$_�=�-�=�1�=�۵=��>�	�=������<��޽�5P��L(>J�h�Ͽ��=�u=�?+>ua�=)�:�%�b~̼(dL�!,��[1n<+=z>Ϳ�=/ѧ���;�����߯���.;�G�Nm���=o�=���=�>�XM=ۖ5�Xý�=��F_��1^s��"ܽh6"�5ú����*=��#��>�=2s�k0h>�����G�$���)=>qg>q�=��=��r���-��s����*�4��!��X"��5~=�LE=��<8��<E*��X���"<�,H=�=���<1��;5�b��z���w�A��;�@����=e�=d7�iƂ<���>����y�#>��t��==JRk=�ڿ=G�:>��ɼ��=h�=�	�=�3���
V�P.�=[��H>��=WL�=7E��Oְ=���=�[�=_��<$��Z�p>Y�z�#7>��N>��½yW=G_#�Ce>�	�雱���ɽ\+����Ͻ�6=��h�=P&�tt��3I=��%>��S����������T|$�6|��A��@]t<�� ���-�>*�>��ܽ@bt�GQ��#mٽ��0>
t��6ݢ���=*�>�9R����=�S+>���<+��w">�{4�&w�<�=7>�]�<�)�����<����g%e=I'��8�q����=2_�=�>tm
�i$����}=οb�JQ5�n��=�ɼ���Mpd��S>It���s�	d������Z�=�D��>]'��H����=�x���=��!R>�)���=KD�=�V>����Q�B��=q�=hBh���н���=M b=~���
�(�)�N>�(�N8(>:���#
>>�=�%����V�>�2<@�q=�=�dr�?n_�
(#=ub=�64>H��싒�F�ڽ�-��>����=�.>��]��W�O�-����ѽ����4l��VF�LJ��o�=�=���"�b��Pɽ�Fz�k/>�苽H̙<&��f�.����Wj<�\S>MI>� g��x\��;��SJ��Dּ��=���=~=�=�1M���ʼf>W��L�e8�<�T<�L�M�D��?2<�?=qd=�d�&�<�p�<Q�;m.��c��O^=�ǻ�	�=V=�нa����{������W�=�b��=�w�=��c;�Qټ���=�s����;��"���>���>�e>�2>�;�U��=l�o>.��@|n=�k�=D1��~
�X�<
�F>f=J�J=�,�{e�I��Đ#�[�Ͻ��+>gZ���MS=�w�6�=.̽k�L>�y�=�����\=6�\���x=D��=n@��
���c8>>�D�Ua�4�����I>E�J�p�G=�Y<���oۙ���/>�.�}|>x5�r�d>�'�<�g�;0�|��U1>�9G>�
�ڞv=�񰼺�>�����n�1>��C=y��<���=7I=l�N�!C�;V�����=xc�=%��=D�㽯���r�=�#�<(n
��ߔ={� > n�=ƭ�=��}=�w�M�
�;|>���=m�X>��H>\!�=6c�>�e�g�=)"%;z���l|K<���=��l=ش	<ɤ��OO=3���,zi��fG�c�=:�B>�=&�(3 =��ܽ�
��F�	=�D�<VdC�<ό=U5w�mg�<��=C;7�Օ��
�ȫ�<e7���~�=G����>B�7>GX=�6�����=�4�HEAPX�Mdense_22@P2�M`
weight_namesdense_22/kernel:0dense_22/bias:0(  +PY؋[hTREE�����������������SHEAPX (Rkernel:0bias:08SNODp4�ORSNODU�N  X+Y؋[xTREE�����������������SHEAPX`XP V@XH
weight_names ?@44�Htraining_config``\PTREE�����������������bHEAPX \Adam_21training_208�Y�[
weight_namesAdam_21/iterations:0training_20/Adam/Variable:0training_20/Adam/Variable_1:0training_20/Adam/Variable_2:0training_20/Adam/Variable_3:0training_20/Adam/Variable_4:0training_20/Adam/Variable_5:0training_20/Adam/Variable_6:0training_20/Adam/Variable_7:0training_20/Adam/Variable_8:0training_20/Adam/Variable_9:0training_20/Adam/Variable_10:0training_20/Adam/Variable_11:0training_20/Adam/Variable_12:0training_20/Adam/Variable_13:0training_20/Adam/Variable_14:0@\+Y؋[��_bTREE�����������������cHEAPX(biterations:0@SNOD�_�_b fHfhhSNOD�^(PP  0nY؋[hHfhhTREE�����������������kHEAPX�hAdamHi(kTREE�����������������l�X�8P��HEAP`���SNOD�hi(kSNODe�����(�9Ԣ=�.�<��I>�����G?.�?�A?4�?(PP  0~Y؋[hPP  d+@Y؋[x(  0sPY؋[h  �,Y؋[x(PP  0�Y؋[h(PP  0�Y؋[hPP  �s@Y؋[x(  �tPY؋[hSNODH`yXpzh0|x0��@����  �,Y؋[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  �,Y؋[x  �,Y؋[x  �,Y؋[x  �,Y؋[x  �,Y؋[xSNOD�8��H�0v(@w8Px