aboutsummaryrefslogblamecommitdiffstats
path: root/lstm-models/ethereum_model_randseed_788.h5
blob: 74a5a8c5aaaf966ae6a2b376cd4acf3a45b2d82f (plain) (tree)






































                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
�HDF

������������������`�� TREE�����������������HEAPX0�model_weightsoptimizer_weights(��Hkeras_version`@backend
`H
model_config}`8Yh`@TREE����������������`HEAPX@�lstm_15dropout_15dense_15activation_15SNOD8`��Y�Y�[GCOL2.1.6
tensorflow}{"class_name": "Sequential", "config": [{"class_name": "LSTM", "config": {"name": "lstm_15", "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_15", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_15", "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_15", "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_15dropout_15dense_15activation_15@backend
`Hkeras_version`��TREE����������������8"HEAPXlstm_15HSNOD0�4 V@X (2P2�M�./01������
weight_nameslstm_15/kernel:0lstm_15/recurrent_kernel:0lstm_15/bias:0(PP  �$�Ћ[h��!TREE�����������������#HEAPX8�!kernel:0recurrent_kernel:0bias:0 SNODx��!SNOD0�-h�,�������=�#� 0�=�d��!i��J<�?>��>TE&>:�|�(sU=�󞽄��=.F���j=0��=��=�2���5����/�=��4��=��=��<tH>S��>������x=��=<l>`hT��
��0ὐn=����T枽0��<_�o�<����ǽЋm="�j>�m�rx=м�<����򌤽M}�>
JD�4�;��A�,���.?���s��P
=�f���9�k|<�{�=@3_>@�;5G��vV=�x{�ѤX���[<b7W>h��=�#M���^>(m���7���m_�tL��N�U&Q�!-�wpo��w5���k;F�8���9���P������A>��B�P4�����>*�
��#���s����>י�>X(�`��<�eg��aC=�J>��<ǸR�0}�<63Ž� �=��O���P�
�@m����>8b=�*ɽ-���d��9xl�P
1>��-��0@�0�.���>,~}�<��=,{�=<���(��f�����<�2Y>�+2>�k&>zIF>D�	���a>���=ɤ:H�"=@��<������<\�;`�u=�3����n=�=2�h>x�D���Ž�Y�V���AUz���>��>��ݽ��^����� �^�6��[��"��!���>��2
� L����<��_=�r�� A>����>�>|�;�*�D>Ў���b>_>�]�=��7=����$���Q>�d�=�R�<�1�=����p�3><�=�嵼|d�=�������@��푽������=�9^>�>0�:H�Z>$���w�<8��Fn><�,�[	�����.��6<��
�g�d�X�h�H�A�x,#����$�>���=%̀�o�q�(�
>��	>@��;�6>�Y���8��2��pH��߀=��L>���nP^>�����,z>�N> �f�h
�=�G=@P{��">@1��0< >b#���u��iB>.
Y>j.�z�;��ȩ��/=�х>8.2=L�EC�>T��=+�o�"�:�&���2��[���G>ڍ$>���Bo&>�=X���=�%ܽ@�b<�>�wb>`ج=D�+���>��佦Q�t/�=R�z>���=0,[>$_��<`�=@��;(�_>��(�^�=�D���gx���� 6���_>�6�+<��s�[�<&�=
[����">?���B�=�w9��\">���;�`����P�n����=��ż���hs= �=Ď�=J3s>Xg��=>��*��ȇ� �g>Y��>,��=����	��?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?nΚ>���>�����>��>7�?8j�>MȚ��+>Z=���I��?���>x�>8�þHR"�u>��� ��>�=������?(PP  �4�Ћ[hPP  �)@�Ћ[x�1�TREE�����������������#HEAPXP1P/01H
weight_names ?@44�@N�TREE�����������������R�OR�X�.7=ݵ۽�����=:Ⱦz>�ϼ�R��<��;]]D���u��6T>�L���<>�M�2[�=c�=8�u=g%$=���=�܊;�:��8����=����#c�<>�=lo�=�H�=>���;Ρ>�E����kZ=�I�<��=�z���=Jm�<)��;m��=nU��}���$���>7�r�7\8�dCὌ��܍s�n���>3�>���=����R�>�S=����*�=8��<��!>��ʬ.=T>���`|���:�=8�=�ٽd �=�z:�Ў=��>>��>��=��>� �=-m��
i����u��}���?�<��">\>i���~��%
��cB�C﬽��h��*��=��=)���	|A�$�*L���E>�`�=��=�e�=�<��=�|)��֭:�*=��н�>�2μ��*���=&}?=՝L���=�D�=i>:���~�<�\R��g#=�&>���*�5�]��|�<��=���˞�=�hs>���>}�>C>�=�>9L�=��]����Osμ	\=�x��y>>lR= ^�<u,;��p>�M�=$��:�qܼ�)��&8�S6��H
� ӱ=+�>�E�;�=�*3:;C�=�a�=�>Ǽ�9�>ԡ�<,AG���0=vR�<���=k��_����u�c�>�𖼒�7��<=='?��L2=�*W=;��Mn�FO=��<�8=pB���6�B3>��=�I�=��<���=Sh=��=��<���d�)>�ؽ�ƽ^��<�\�=L>f��?�|O��C|�#q���?><�>ǚ
��j>�l��>�=QY�=�k�<�^�<�ؼv���)w>s9�M�Ľ�y">9��=��P=�M�=�F`=,bN>�k;`#�׈����;�@�N$9>;��2Ɖ<F�̽0tu>
�6>g�
���=F�=�!>�E)>=�3c�=�G=K=żG�8�U=)����*=��=�V�:0����-�G�����T����nX�����=/֕���4>@e�=�^*��;V>P<�D��;ߘ��;^�l�}<����=շ��^�1>����9��=Y(�=�������.v�(E9<I�+��׼�x�<����==aC����J��?~>���<��<gvԼ�瞽���>��f�?E�>��p����=z!�V�J>�i��P��;��Bi���HѼ���=�T==�����=�p3�Ra>*ʽ�=�ؽ�b}�u��
c�L`=@A�V#�=Q	��Ƕ<�kv��Q<���=�};���}e�2�ԻkP�%;����I��n��J��=^�p���)=��=�<��&����=��a��%ʽ�90�'�K��J�=�rH<?z>ii����=���<l^��d!g=�M{;T�>^(���ƙ=�tѼ�L����=$bA>^�	>���k�=����xX�;h�ӽ��]=j�<!��=7�%>I�<��d�<��5)=�>��S�J>��;�T�>��R�V4��D��iҊ;��;+��������7>�⼲~<t�b���<=�
��e综Y-=]t��f�%����o�V���9�+f�=��v�Ƹ�����p�=3e��=��;: �=���=O��r_�=��a�9<�g%�3��=Z��=�=�jܽ���=�0�����ʽ=�;>@QH�a�=_e�=/O�>	��==q�>��>A�|�EE�=�I$���:=v)B�*޺=m��M$Ž.w�=V�Z��T�!�`�uS=E�,��
=��>�d�=�4��1U�QL7��Co�v�>4k����=�@�=�`�=�
Ⱥ9Yb�+�?>Е�o�=PX�=�b��A#>+䘽n�f=�ܽ\�P>۠�.ϖ�GqG>w\)�lW"�����SJ����=�=;;�2��:�F����;��'�_V=!��=ӫv��9>�=�G�Q;[
�<E(/���b>�'�p���'\�_�;����=��0�N�
=k}�=w���O�>�U[�9��
Z	�u^�z�:�xl�;���<������;��(�R�'>pd�=�9�<	��=o����=�ʽ
�>��==�ܽ��ý=<A�x�>8��=��=��_>I�ڼ�q�=]�m=
�����T�<8*��s��=S��;Ш�������6O�;�='Ģ=�x�=�,�=w�=�z�aK���5���A�<u>'fa=�*�Mڢ=q[0�k�.='-�<4�������e>�{��zg�b&�=]p�=
��S����.�������U��=�)>�fM>�����Ml���ǽ�
=�S�=�#�g�<y��=��6�<��>I��<w{<�h�=ZS�=��ƽ�V��v3F<�0=bs���^�=���=Ӆ�=*C9���j=�XX�|1����<T>`���Uo/<j��=���������>�71�M%+=ؘ<�F0>���=��=�~�=3Ke=b%��]��r����N{�=�OT>�
+�h_��[�ョ��=F�-���i�j�=ɱX<�s�=�Žn����-<�K_�>[�='\[��JO=���q~ƽ�)Ͻ�:+��{=s߽���>&<�;[�>ˋ�>��0=ً��-�=�6H>�h!��=�<
���g��|P���ҽ����ࢻX��=��׽$Ҽ5�,�����.�=
E�=�����:��u�`X=��n>�,t��A�=�]�=I阾W��=f�
��B=��>M�½�M=��<*�|=�����c��ߨ��%�i+���EU=�<�b>Ag*�G���Kg�
�=���=��:��A�ڟ=�w�%Bu����G��ږ����>��=�	g�G��)���B��;��֍d=;`��(w3�Lۢ�/��;V���t�=+I9=
��<��2����==>�������/X>ſ=E>�s�o�*>Z2�<�
>Ds�������F>TqI���=�M=>�,:>�92��Q�eǗ;��P=ԾǻHI��O�;��>-=�9��2[���B��5R=���=(��J^[��>���=�;���DA>%k�=��
>3��<��ԝ��=�>���p��=��V�ۑ޽��a��(߽�=]���B>�>�GϽ�2�='7=�K�=���=�c,>}/�f�0<�>�z��P�=�X3:�詽��=ԑ!��f�=�H�<낱=�YS���=E,=k�U<��<�J��-	������:�a����G=�'�=X�zܤ��Yg<��=
�>�Ǚ���7>�G���v���=��h>9:N�@}^��f�n�)�ci�J��=������=�p��-<S�4=8�Y�*��=�磾�93>^Ȓ<&�":������>�2�>n�ݻ���!¼��Ѽ��
<Zz�=ћ���`K>=�Z��e���T=W�L=|q����>+5��.$�'N�;$*<b,��mK4��(�F�#��b��x�=o�>=��:�l+=ŧ�;�_=s�.�g>?����><O\��*�\�P?�=�>�9�����j�b��{�=}i�<�se=�v�<�͏=78�����=ך5<dz!=X��/_`=I{�n�j>�k�=���=�X.��W��'B�=H����:�=���=j�<���=w��>��[����=Uѕ��52�/�7>�/�=N���>�g>���<��
���/��y�<ֶ�=M�9�Dս��'>7���xH>�_\=���=�<�e�;��2�d�=L�j=m�v=��ռP��=N��$���q5��f�;(��<V�ƻG�''�6���2��.i�<d޳��
=���=5#
���H�= ��@��=�q�=]e��f�=�⩽�\'>�3�=$�>_U���C���m>�
b=�Y�<����uh$���}��K�>�p;=�
>J��\�����:�/=�&=X+=Kn�<�4��ܯ�=�ƪ��J>��0�]b�<5@R�|��=������<L)':��"�(��!�
42�F2=��}�%'-��>U��dͽ�6<͍�=����X�Q��=�w=�D����k��̐=�R>5�t �=ͱ�=���=��ѽ �ŽgP����<�>`�%=��=?ʽ�w�f�����c��=���h���b�=9�����=�"�����=�����/<=ь=|��=d�*>,���Gr�;_��1�<*��<�9H��-�=�нLt�<�3+�|�*�����w�w��Z=f݂=�`>T�X=R���>���=B��=��=����u���ν69��mL=�-�����ᦽ����
E�>w綽�k<�k�=n-=:�=Y�7>=�s�������<ge��օ�=�Y
��X��XL�:�f�=G�Žd8�=l�ɗ;�������g�݈�>=��yu���<uY��S��=zlĽ�^�=�N>�*f>�,>
X��4⽍���6�=��<9N,>`hK���0=w\�=�hK<��/>��W8:=���<;�� �=�Gټ�[�轷�B<ܣf��1ҽ�m�4�p�=Խ��<��=Z==�U3�z+�<��\<�,���`}�fl�<J�=�.n<�>�<�*̽�����7Sb���?���N>-
o=O�����o�����;M�ƼjoJ>�3�. �=h�LÍ����=�!�9���f�Ľ����:#>6��=g'���i=i����s�����* ��&r+��5�=�s�<�,���+��2���1���<-0ѽ�����L�3>i���w�'ɸ;���<Ӕ��Թ&��m=�{==��ڼ��=��D��א�E�U�x�;e�S<�#����?>�4�=��(;���E��=@�$>ȝ��x�>��>��=�,">�?=�݄f="j>��<*�v��и���/>tX��0<���G�=J�=E@���V�+e>[kp<s<�?�
�=�nm�Ed�<��G>9f>ޗ���W=(�
=ʍ���(j�=r��Ș�Ȋ���?3����f0�=�=:=��g=�ؐ��z�=�7��P�<�s۽bj>b����l8�+�<
sF>�3�=é>�����a=x$=�-���;$�C5\����=��2��=G'�h����^�2�P�L�������l=-�8���M>�N4>LA�=��
�S�j���&>ȴ$>)��<��>>5a��)Y��s
=�����ܽ�y�=ƙ�=*����%>�:�<�S��函�0�=J�н�]���)�=|�=��e>ǩ��Ʊ���p;7Y>�S#�
&>,o<(s��%>�S&�L��;U=��&�<gCU=���j�������U˼�4>�õ<"��;�J�<���0�=]�O>w�>��G�dӼF�>E��=(c��G���.����༝��=�8>��}>˔�=F�W=v�G��z"�Q2�b`�=!��<S|�=8���ʡ罯:�;@��;'6�=�ݞ�Yls=3z�;�L>�Bٽ�=b�O�?�8T;��=��=��\<���r��YV��?�����;d�)�q��<z��=im�<�M�=����1��*#�=42�XC����#=7"���(����<.>�B��N/�=?����R=�>w�нA�s�ϻ �ɻ���ج�=ϻ_=�����j�%W|>���3�߽�%jIm=�5�=��^>`)=N�C븽��=3�`<�s�=wR��r�Q=�V=��<�{���q�8���$=������褾<��M=��:=�Sl>�'i=s8����>��D=��s��}<�>&^<46������=B����<�JT���h�$�=��|���;��G>?�<
g��IS>���ZJ<=Z2�ص�����	>��<��I�8�<Ϯ4�h��=#���0�^�^���Y=d
<4[����=�>�F�77���9>��=�x��{�Խck��/7����EÈ���K��"�=��&�'�v>n%G=6�X>ܜ�m6>Z�>�;��=�����yv=�>��&>Z��=��>[q=>ywL�BG��H%�=/=�fK�<�-�<`3�=�c��#���+�1�F�8Ӈ�k[�=i�d=(����oν��q�b��.�Hl�E�>��o�!�=6���b|��o<���=Q���[�$����ᜬ��J>���;�ꚻf�2=�!����2S�{px<���=�q������=��B=���=���Oe�<f(;��6�=���a�u��EH<��>����jt��&h�,�+=��M�=��Q=��[��䧽�����.T<�Vb>Wj�F�;�r�9�A��x*o=��Vh�z���<��
=W��<��->�J���M���4=���뻋<둯���>�S�=�<��>�R�=�5��?Sƽ�3��0�=��>�+���� >r,��n��A���t�j���"��=���=y�+=Ww����}���u�����s�v����HEAPX�Mdense_15@P2�M`
weight_namesdense_15/kernel:0dense_15/bias:0(  +P�Ћ[hTREE�����������������SHEAPX (Rkernel:0bias:08SNODp4�ORSNODU�N  X+�Ћ[xTREE�����������������SHEAPX`XP V@XH
weight_names ?@44�Htraining_config``\PTREE�����������������bHEAPX \Adam_14training_138�Y�[
weight_namesAdam_14/iterations:0training_13/Adam/Variable:0training_13/Adam/Variable_1:0training_13/Adam/Variable_2:0training_13/Adam/Variable_3:0training_13/Adam/Variable_4:0training_13/Adam/Variable_5:0training_13/Adam/Variable_6:0training_13/Adam/Variable_7:0training_13/Adam/Variable_8:0training_13/Adam/Variable_9:0training_13/Adam/Variable_10:0training_13/Adam/Variable_11:0training_13/Adam/Variable_12:0training_13/Adam/Variable_13:0training_13/Adam/Variable_14:0@\+�Ћ[��_bTREE�����������������cHEAPX(biterations:0@SNOD�_�_b fHfhhSNOD�^(PP  0n�Ћ[hHfhhTREE�����������������kHEAPX�hAdamHi(kTREE�����������������l�X�8P��HEAP`���SNOD�hi(kSNODe�����(�(PP  0~�Ћ[hPP  d+@�Ћ[x(  0sP�Ћ[h  �,�Ћ[x(PP  0��Ћ[h(PP  0��Ћ[hPP  �s@�Ћ[x(  �tP�Ћ[hSNODH`yXpzh0|x0��@����  �,�Ћ[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  �,�Ћ[x  �,�Ћ[x  �,�Ћ[x  �,�Ћ[x  �,�Ћ[xSNOD�8��H�0v(@w8Px