aboutsummaryrefslogblamecommitdiffstats
path: root/lstm-models/ethereum_model_randseed_797.h5
blob: 3c0114db5067862f2bac999c6e350549ea9b55a2 (plain) (tree)


































                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
�HDF

������������������`�� TREE�����������������HEAPX0�model_weightsoptimizer_weights(��Hkeras_version`@backend
`H
model_config}`8Yh`@TREE����������������`HEAPX@�lstm_24dropout_24dense_24activation_24SNOD8`��Y�Y�[GCOL2.1.6
tensorflow}{"class_name": "Sequential", "config": [{"class_name": "LSTM", "config": {"name": "lstm_24", "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_24", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_24", "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_24", "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_24dropout_24dense_24activation_24@backend
`Hkeras_version`��TREE����������������8"HEAPXlstm_24HSNOD0�4 V@X (2P2�M�./01������
weight_nameslstm_24/kernel:0lstm_24/recurrent_kernel:0lstm_24/bias:0(PP  �$xڋ[h��!TREE�����������������#HEAPX8�!kernel:0recurrent_kernel:0bias:0 SNODx��!SNOD0�-h�,��_�S�>���r��0o�=�� �\+�=�HC�y$m�rк���Ac�zr2>\e�=�	���4m>�7��Y>�U5=1������SZ>�S>�PZ>F�=&[
>'x�>�`>��qSC�,��=���Lm�8|�=�L0��&c��X�\R>>�L�NŮ����@��<�����b��l�&� e�=�y=�s��x.ҽ��>�����=<�^>T� �h�2>��0>�= >F�����=րp>�Y6�J_��bJ�R~p>P>��=.�d>6�y>�&/�iE�`Q<~�u>l���h�W=^�A�Z�����<yݽ
fD>�=��>fxV>�Ņ=X�>�E$��'>���Bٽ�c����@o��L�<�Ȉ�=�q,�L&���&�^�P>۰���><Q�=	��>��;��sҽ��B>\sA����u��>N���x=ΰ�����=,�>���n[ݽ1Մ��Q>@�>(`�=>tG>�ܮ��7�n9~>놾��<�g:=�b>�c$>,xǽ(�C�f�p>Pϕ=̥�=��N>
T=8�B=X凾�Sɽ����`�Ž�����>~珽t'�= e�<�^�=�?>�E>PM=��X�[N>�h2�(4+=T�#>����$�^l��@�<�g(>���=�/>�߽��t��4��pm�����=���=K�`-5<0aS>���<��R�dJ�=d�ٽ@V`>�a��`��=@ۖ;V�9>G�f`L�vX>��l�@�<9i�,�=4�b�X�&>X;J�Y^��P,t�d}�������=��=��G���=��޼@���ȴ���z>*mv>oo�>�,>b�ս��A>(3S=>���_����L=T����>����Q����=`A�x�=$j���c>h�4>@�V=�jl>01�����@��<,ߜ�����XY>*M-�8z�@��;��ӽ.;@��<>�j��Б=��=������+�(o=FS=>t3� �>�;=��f=�l>d�ԈĽ�潬?<�ĺ�^�E݆>P;|=��<d��=��= �Y��
����P�F>h
�:|>:�	>���<�;�6(������Q>���<p�轐�B�B�N>�v>�n���>s�2�|��=��<�O>Q��>��N�TF�=����%A�Jj>���=vF뽌(ν���>���=�p~���>|���~�>X�9���>@&���o>~Շ�f����4�=��v>|`�=�>�heP=R��3R>��,���",�@���Fd���;>P����{>�:>ȥ���	�=����j����?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?V/-��+��<n�;�C����Bϴ�"��>�鎾���>}꾂F<>��پ��^<y�;2C�ZǕ<&�F�s�=�~���?(PP  �4xڋ[hPP  �)@xڋ[x�1�TREE�����������������#HEAPXP1P/01H
weight_names ?@44�@N�TREE�����������������R�OR�X�Lh�������|���II�\��=n�G>M䐽��"���>@�����Զ�h����+�>l���½�=�)�=ќ=�E�<Ov&=j�<A��]|<���=7c׽�ԽZ=K-��-ջ^�= )ӼF����e��
>�燽�>5'�
)R>n�D�h�*=��z=О3��=#aŽ��=�V����=[��<�-��,Ͻ�n:W�=��4>��[<���<�f����=�f>&߽�7ǽ�>
|>h���ɼL��;�]������8�p��p��;��򥶽��G>�=��:W�=���=؈��"xC�+m�� �w=�м�3=�r��"i��������fBd>`6����^S��k���)<j��}�k>V�=S&>F.>��I��KU=l�<~�%=k�޽��-�pͅ���H>Z���Y�=i7�;��/���E��o�=���L�r��I�q� �y�=���g�K�%�i<S�)�ݢ��fk�=!:=��Y�}&�:GB�=���Y���=�x��^�=�P���&=�U��֛��bA>��=�h2�w�= �3�-Ƚd?���->
���:>>�+>Ĩ�"��;�Jǽ�G>��E>��>%��;#w/=�nC>�;���=�=��H��2�������ƻ��`=�b�\��=��=�:�<隿<�q�=��:#>Ѓ����=A�A>Q�>>�3z�w<��!ג�c>�+��.�=��
=[�C=Y�X>c��=��>��>*g0=,�=?HA>�f�=����������!�
�4=b��=j�~=Tt�\
ʻ��p���=ջ��������6��4P<(�7>��F=f<��*=�ފ=؞μ+q��/��>��=�M��}��ԙ�=y�=w����%�dC�=�Z�;TN<��2�$Ѫ=2�����K�������"��
�=�n�=X�=����nI����<���mF>�{���x=��(���=���<n=x�ؼ��ҽݣj�(�����=2�ؽ�q컥+�}�̻�9
��@�=M~�=:H3�$D��p��0�	gW<y����g[=!�>�s];�sŽ%��>����y��/�=U��|�>x >�l>^n�=��7�=�88�ND=i�<�B=E�;�]����y<��=��x��(D=��n<�\��-
=Wkɼ���=���=qK>�X�=��1��=M>�?��̓�;���h\��ts>�~q<G��>r�=����{�O�ؽ6z5�">��=t�)�<��4���=�9н����==	>�O
>I�J���(�&�žr�<��[��<�\�=Y�>�	.=fw�=����ru��=r�ݥ;��W>ѯ�=�m����l6�p3¼���=B�y�U��=[�;�<��>���/�����];��=�˻�T����1��ϋ/=_3>V]V=ɶ=�&N� �(<�z�<�NU>`�\>�S<��=qwK��"���1�f�=���=�-�o�={��<�r�=Ȃ=��AG̽J~=f�I���|y;ޮ
�d�V���,=0�G��;c=藪<��,��>y(*=�>�ʷ<wm��\イ1����.���$�d��=%�~��D���
���'=�0=֊�=�>��s>4�$"�<n= <���=��T[h>y[�=AZ�;���=�wU=�5S�q
���=`<l'��S�b<�OG<ə^�y��>�C�y.r=�B�6�h���>Lju����<S��=+��<zD=>�I�=d�����>��>�{���d�K�!��=+X�=hP�5�R;[�5�ɾ8�Rbֽh�>6��|�"��W���O>��>�\4���[��������<��&���=�|���}�e�x=�%>T=�>�V�k�><��Q��%(�o��<E�7�V[�{�:����Y�9;J���D���Bd��g�=F9���x��o
>|�v����`�o�E>����c����ADۼ9)6�[�>8�������=%>�ƀ=�B���e>B���mO��>ol�=��Լ��~�"�=jL=]�D=g۳��R��4]��Z�CZ���O�==�=*N=>�����h>_>/�⽏�r���=��4�ݙ�;ps�\����=�ը��<>P�ż��m�Ԝ)�#����k>�Y=�콽m�.'w�Z�H=ݔ�����b=f}8>Oi�<I�:>��u���U��
���7�pHG���=c�=��)|,�b뼼�A��k,���%��	=~��=��K=up�=�E=
x>��1=��5>��>[n=fcɽ�V������P�=,�o=��E=O>"�.\�=���[N�J4#=�Dٽ�����C���!>��L=�<��=3�;��_����F�=-�位��;Ԛ.��2���B����V��=K� ��=���<MлD(�=��*>=���Ϝƽ�ǿ<RP�a	R�/�U���u�<%Io>�=��Ľ�>���=Ň��!;'>��=�=����Lq;I{7=n?����=vN��^�=�.�=��=Y�F>h���T�� ����=�T�+>C��=8}��P�t�j�罊q7=#@��r=neP>��H=���=R!��+�н��G=�ة�]k̼$#��c=�>i���F;�@�¼���=��
�}����"�#����'>)�1;�B��u��ۿ���P=*��=�	��*ݼ�R=�!�
K<�V�<����n����<p�%>�Mj=�ӽdj��5/�=�6<<�k��{��w�U>˘1>=�rm>�ҩ=+X >d�>F�7;J8}��qI>Q=
��=3\2���<=��ռ�/�����=�=R³<f݀��$0�A�8�
����D�<�%���$�<*z>����x�U���=<�M=cv��>�b�|Eu=ǭ��6=����һ�_�=�ס;r��=�:!>�=ƽ��=��=�
��yF��K<��=�|޽�����]=F>�鏽�:��蓾L�N��/(ҽ�E-=% >Ǔľ2�#��>�Y�>��8��3=m��=��ͽo��;��@>,
=V�(���=a�h=�5�=��(����<��/��+�=�f�<�[A�k.պ�J�=��<q�<3`>�>�]�>�m���X>�jD��/�=(3�t&�=�j:h�񼛔=�X���=�&:��似��<@��(
1��Ͻ1��Z�=]N�c&�<.�='G�=��<��H=D#S=��c��>8,��F��:�X����	:��#>�{x="V�M��=�6�=�W�z,ɼ��H�
����<�)>�8��>�Y;���D]z=�/>b���=Ʒ>�Ϭ���3>���=]t��-/�<���[�=h�x>0�
��a�,��=��,=w�<s�۽���۽��=P��=h[=I屽�EV����<�z̽�#��ч���l<L�3�Ej>�
ҽ*��<VI\��=z�D�<�=�f=���=u�N��<����=b����/=��!#���;�@>����G@�(!^��R�;�~n<EY=��a�F���^*f>��(<Ƭ�VN�=���=�M>��>krʽ�5�+�d�=5�>���3�w/�u�=���]g>D��=��=��>��0���.=�F���7���㽳ِ=<�d=딥<�=��'<a��<x���Ϙ�����Ϻ��o]�=��;>"W���(���8>�Ff�����S�ڼK��J&�������=���I���j���=���=]^�>��<84\��P-���>��=��>���@=x�&=;p>(ϼ��>�ֽT�ν���C%���Y�=,�=����9�=�h>/$����Y�,=Rħ���>�g_�I޽�>����(=�"C���>����@�)>���x��&\4�DqK>����U�=�2>�K<e�׽��<���<���;לּIU<U�=�p�@��u�̼/A�=���1G�==����:�����6��	0B�^�>h�=��<14
>���=!�>Z����8�b��=�Pg���=l�غ
�7>�U�����*�<;����������F�>b�;=Ȓ��;���񽴧�:и��CQ
�T..���=ʆ�3�V�.�>��5��W��=)����{=_s!=�S���r��D��"��_ˁ��<+"��T��<:�<jl��^�_=�'��>��c��H���=�P�=U0��s�=Gˡ=<��GԊ=1xx=A&��6Ǽ�ZO>��=a/9>+��=��=���� 	��&��n��=����<L>��@=(�ּU��>�\����E;��u@#=�;c=�.�<����Jt>�iؽ�2������`b���=m
=1�ڽ�J<>U�0� �8��=Ո�>�Ն=�r=����VV˽f�޼V�=V�> ��=���=�{">?�=>z�l�#���=�V=π6=f���\�=��>�>��Y=kȠ�돐=�m=�B��$�<W���Y:�(�"�[�8����=@R�E��<N<�d�=ݖ�(h�;��i=��=e7��x��I�;�恽�-*��w�2z3=����'Q=\���Y�CO�=�S�>[8�������J�$���=r@O>cϼ�܁=��������N��+��=8�^=��ڽ�<�=�
��е��0>�r�\�`<�/-���=2�@�<7���z��!d��P=j8�����	�Ӆ�<!��=��Q���;==��=3��<�_ýE�:��6�=���'��
)>B�=b����>=&
�=.�����=ٽ@�� �=��n՘��>�Q8<�Y�����_��=PM�=3ʍ=�?>�_>��ƽxW}�N�`<C�K
��� >���
ؽ��=�
⼨�P����1����&>�N���՟����c���=��ﺮ���a_����<��<(0���=�M=pn4>�˯<�a���|��B��pY=*:>J�����v���;H�&�=ũ�nY;�i�;=yD=
�.�8!���@M>^������;��9=�!W=ހ����_=\�O��n������t=��ͽ�t���ݽ#��"EV��>���S�Q>J����G�Y<rv�=#�5�����>�����(&��Q=��ȽK�=%>[�=��=WH>�1\����=J��<*E#�+#X��=�>^pM>L���'=eC��F����j�;U�,������?>��=�;]>��=;2-=�����;+�w��H���
���Ƚ�Z�Wn�*�=�>�f=��=O��wzؼ%/(>a��=׽�
L=�8��*>`��=�"�=�ܽq8>�`���[=�ܼ��@�V$p��z�$Y$�Q�
�!1���=Fj�=ީн���=-��=<�ռ�F[�T~w=�9��O�=��?<mh�=�i�����uY�;��;�(�=��-���W�&Ӭ=�t��B� =�G>��#>���ý�%J���n��%� �l���C�*T��@�=0<ڨڼ��<�\r=o��٭꽚��=t���P�z�l=�/>H_Q�H��=���;=8�i�]�b[��c]���>���rӶ�8�w�	�T��9�<nk�<������=cI���
=�,>!�=oz&>�/;XB`�%M���:�=�@ �B/�~
#��ӡ�C4{�Nt��� �=nv=�1��Q���l=����]���0>��.��(=�������(K<q^�=��;X}���=N�t>���oE>L�����	<C���ه=�*�=vxs=�q��3#U�1��=Ks�<��k=�6��� \<��>ە>��>��E��)B>�+佌ɒ=�ߚ��u�*�6�๚�Zm >n�.=x5�=�}9�Z�G<��*>Mլ�����'�>��Uk��
���t=v��<�Y>�2�鉪=6d�=��:�^'>V�=}��3<��[�]���Eb�=��;r����&C�D��rl���{�=2��=p�=jI�=��ƽ
k�����=ݞ�<ֵC=�N*>������:��ap=wM�;�K>6���RD�<�̟=
�0��/>�>��6�,yV=���+b ��FH��ʼn�z8���
=��(��ծ�X�k=�W#�ʟZ����<�dž;��%��}=�'R;m~�=��/��c;�-=w�[��}Z���n��<�-J=��8> c�<�=��<p��'1=�Ύ�Z���C�<z��VA�=2����9Jh>�T�=KxS��ƣ<��_��YG=,I]=�>>��=̙��!�X�%�b&�<��v<'V�����9܃��c��R-�"+n��D�=Ĭ�t��ޚy>	e޽ӽ��ŽIF�q��=q��N�>7�ݽ�p�Ci˼�:�=CԽ�,�1��2=>'��<HEAPX�Mdense_24@P2�M`
weight_namesdense_24/kernel:0dense_24/bias:0(  +Pxڋ[hTREE�����������������SHEAPX (Rkernel:0bias:08SNODp4�ORSNODU�N  X+xڋ[xTREE�����������������SHEAPX`XP V@XH
weight_names ?@44�Htraining_config``\PTREE�����������������bHEAPX \Adam_23training_228�Y�[
weight_namesAdam_23/iterations:0training_22/Adam/Variable:0training_22/Adam/Variable_1:0training_22/Adam/Variable_2:0training_22/Adam/Variable_3:0training_22/Adam/Variable_4:0training_22/Adam/Variable_5:0training_22/Adam/Variable_6:0training_22/Adam/Variable_7:0training_22/Adam/Variable_8:0training_22/Adam/Variable_9:0training_22/Adam/Variable_10:0training_22/Adam/Variable_11:0training_22/Adam/Variable_12:0training_22/Adam/Variable_13:0training_22/Adam/Variable_14:0@\+yڋ[��_bTREE�����������������cHEAPX(biterations:0@SNOD�_�_b fHfhhSNOD�^(PP  0nyڋ[hHfhhTREE�����������������kHEAPX�hAdamHi(kTREE�����������������l�X�8P��HEAP`���SNOD�hi(kSNODe�����(��2�>���=�Z�i�9����O���(>���=�:�?�G?d�?
F?y�F?�֩?6X�?cG?(PP  0~yڋ[hPP  d+@yڋ[x(  0sPyڋ[h  �,yڋ[x(PP  0�yڋ[h(PP  0�yڋ[hPP  �s@yڋ[x(  �tPyڋ[hSNODH`yXpzh0|x0��@����  �,yڋ[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  �,yڋ[x  �,yڋ[x  �,yڋ[x  �,yڋ[x  �,yڋ[xSNOD�8��H�0v(@w8Px