aboutsummaryrefslogblamecommitdiffstats
path: root/lstm-models/ethereum_model_randseed_799.h5
blob: bdc74fa57cd7de57cb0c6eeb45406375e4178636 (plain) (tree)






































                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
�HDF

������������������`�� TREE�����������������HEAPX0�model_weightsoptimizer_weights(��Hkeras_version`@backend
`H
model_config}`8Yh`@TREE����������������`HEAPX@�lstm_26dropout_26dense_26activation_26SNOD8`��Y�Y�[GCOL2.1.6
tensorflow}{"class_name": "Sequential", "config": [{"class_name": "LSTM", "config": {"name": "lstm_26", "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_26", "trainable": true, "rate": 0.25, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_26", "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_26", "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_26dropout_26dense_26activation_26@backend
`Hkeras_version`��TREE����������������8"HEAPXlstm_26HSNOD0�4 V@X (2P2�M�./01������
weight_nameslstm_26/kernel:0lstm_26/recurrent_kernel:0lstm_26/bias:0(PP  �$�܋[h��!TREE�����������������#HEAPX8�!kernel:0recurrent_kernel:0bias:0 SNODx��!SNOD0�-h�,w>0t���>\j�= B�< �X�n-��8����@�o=�N>�0>�|�=$��=�Ia=�X=8��=+�=�=B=��L>��o�"L�:5x>�(>�H�=�{�;���=��M�pB�<���=
�\>�>)T=�h���(��p]><L:�K�R�L�e���@Ψ<��=��S�}=.�!>��%>�
�x�=V�0>���Q[���-=��Q>fk�.�?>�-��϶��Y=@�{�n�t>��˽n�>�-�=tl�*��g����S����� >k���L��=���i�>X&��;�F���>>J�d>�	�P
���<��.=\� ��"l=�f���)�� �=Zd>z�������� >q�Y�tG>�s>�P\�x9Z=l������i@>(�t���;����E����=,�����F@ܽ@1��(����\>��=�ǽjY>Ѓ|�nz���2�<	W�$�ٽq��>`�G<8`�=^�{>�^7�7Eb�@�ԼZ�Z�H4��-�=@�;=KÃ�>�=�Kt<l��|jN�X>�Q4=�gS��{�=p(ɼ�������3=��E�U9���<�5��?�pC�<Xa9>0�D=`
)<������� �m<�Y�$�>Ë���ƽ��$)��90�G=�<>���<�&<��!��,����؀>z	�JٽʽHaa=x�|=+�½+>*�:>`��<;0~������_>��>�f>:>t>�>�)6��h���[=]��>����z�>�������(}=���=t>��r��O=�QC�>�=�=\�vQ>���N�=4�Z>v�4�[~x�T�Q��.��΁>0��<X�@��F
>�[>��[>�n�e�O�K۽l!A>lw>>t�\>k�>��b�"�M>@��;,V�=?>�&A�bS>�n����=H�'������R�:5��P�|��V>1)��$$�=c^m�Hp�z\8>^�Cu^�xrp�镁>N:�X��2n�V�����/�$�ʽ�֬�<��`m����!=���+~����!>4>><׽j�2���%>��6>�ܻU"���������=��-�6�+������13��*?��TF�T�޽:r�0縼Ԝ�=W����R>����(���f�ܽ"�@>��c�x�7��{1�z_>pI�=�i�>X����=��6����j�$>�;!>t�=�`�ü�\!�����o�8e�=�~> ��ʮ��ޛ<>����<��=�q̽�]-�ܑH>��G�CG}���=��9�8R|�~�o>��w>�x�>`>ȕ���?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?�?H><@<�=�K&>=������>�
�6��>@Nc��y�]ڥ�~I��dŽ�a�꡾`������>(:ᾀ=�PO�D�|>��==��;���?(PP  �4�܋[hPP  �)@�܋[x�1�TREE�����������������#HEAPXP1P/01H
weight_names ?@44�@N�TREE�����������������R�OR�X�1>�=��L��=��=�캽T�x�⯮<uoV>��-��Ш���b>�����c��C|=�]���ļ<�օ=�1�Ew�>V>�J��-<���=
`�<Ș�<m.=�Q>���}��= �½qqb�1�j�z�<���e�;D��>�E��~��U4G>�罼���…Z�mJ"��'�=癀=��̽n,:���(�ϥ�>�L�E\�=�j���q>;z�=م�<���=Bx�<�`�<�N�ո�=A>�A��������=����)�,�S�(`�=��2Iv��Ӽܲ������m�=Ϫ+>�4�F>�^��-����P@\�$�n��u>��>K�<���ܽ}��<Nh���Z!�!m��<�G>"uk��+9�&���ĻȲ:����=X(��Pν����&�X�n�@�%=le�=ۤ_��N<���=|X�=w�6����Mq���={��=�μi�Y=
&���"?�JC�om�<�Du=o3�;����$+>�;��|�I�<�=�x~=r���� �<���ٕK�&i�2]�EC�G7мx݂=��=�&>�"������}ֽ f<MK>Z�'��]�=��<T|=n�ż�dD>V�=~�=����Q5�y	�<��[�<�==���=�Kd��x�x���>���=Lo�п;�3#��2��B�>>f�=���ǯ=�B
<��[��H�hYr=j�>��>=�;9
>��P>��)�ۦ�fU��wݶ=Y/�x���� k�,��ɭ>��:FYo<�� >Z���{
��V��x?6��s���<�_�<`�M���/��˄���=MY��ā��J�=��W=\Y�!ջ�tU;�{����X�g�����>mW�=��<�����IH�<�m�$?���2B������=��>�*i��>�<A�ѽ��+�����墳^=��=Ql���=�&�=+��=����)�0>�6*�,�P;�O}���C�������=�R=$�=fܖ�]½���=;%�<L�u�S�.>�J�<�/$�]`��/�=�B��)��=K#@����؅���=e�b�`
���ڻv>����B?;mݝ���?=��=n�>'>�L?�"�2>�U=�܃�b]�><�q�����AV>�'>7渼�-�=ʬŽ���؉�=�l>�=��$�L=~�y���[=Ľ�����x�������R�,r�-}�Hx�����=$:�=ȣ���=�)����A�-�b>�V��J+> T�[�D�Ni<X/"��������SS��lP=w�=�DO>�]�=;���2�<t?���b,>pG=9��=�,\��Xa=뎈=�T4�/�W��N>a$�=��<�/ؽ�g��]*���
>����3=���O/>�d>Ʈ=À��k>>.��<�@>��
���ӽ]z�=����Խ&�m=�N'�H�(>��=�E��������9<8>N=౞<oX�=��������=>�⍽�g޽�&>���󞽱J��j���!��WZ��h��;-�S>2��MH̽�J�>>�A>�d=��u=�˔���x=l9�=�K�:�c=$��=�
�@VR=�]����=�dU>+�/>=g�=A.�<���PD=�`�<o��C0你�I�gU����=��u=�:�=�ӽ:J�<aNI=>��<NK��Щ<w�
��V<83��j�Ԍ�=��=^}�\���\N�<�e���R��u�@�B�Q�J��g�;��>�忻�Bc�IjJ>Їq=��"�y��>.*�<�����R޻Zq�J��=�L���4o=~ι=����;6�=%���X�,�X>��W����F��<3A�=��=�}�=m�V����<"�=��������Ҁ�Kͼ�w�b����^>M�:ߞX�])���=�"��{�=�=`=��:>��7���ֽD�=�$��Uʽ��ۼ�Z==A">ɛ��K
�a���O*�<�q�=qg��l��+�;��r�=��I�`�X�*��=�,>
�O<0٬�/(�=�&=x?������8�Y���Z�����U%=
'�=;�=�̲�?ǽ.fO�^_�=�Bn;)f�u`׻��=sE��"@=q����)��^q���Qg��ĸ��p`>&�5>;����(<�;<0�):��<r:����]=\�=�� �e�@=��K>'ʻ��Ն�������>�n��k�;�}�R7X����T��JϽ�Ph�� �=����s�<���=t=y�=�\���g��`6����d>Θf<w��</?L���M��T>\�,;A�>����M;��%=/�!>�;==��t=��%>�}��)�=�5�
Pݽ=e=Q�����ʼ[�g�K�>�l����=��.�9Є=wB>���=��B>ˬ޽�	L�Z����(<
�ڼ����=��=����<� ��v
v�E>%Sս��&�М��?��"�>�E:���rh"�X�z�k��<�
�����7�۽�Uj����<�;9;�s=�!N=	:�<n�=
�ɽ�8=
��y>��+���(>�"�<��=�u1>�>3o=z0&�Fm<���=��">)����M�-.B�Rx=��?��%�=UҽY�(�5��=�[
>�_��R�=D
���J=7$���=	o����g=�����g��=->ű��
�h�Q�����]�=~����o|�,�h��Q=���<�(�=%J�U-�ɏv����<��o:���r����=��=�r��.<����8�f��<�Q˽�h&=��=}ˋ>����_���3r>y�<��>6銾@N�<f^>A>%.;�%�=}��=Y�/�
>z)�=�ܡ��ܒ�wN<�a>�["> .>�E�<��^��a��K>�
m�������F��ҡ=D*��3e>�'�V͘<�E���>��$�v����R<�C��S=�ˆ�f:�=�B�Wѽ�>�=�K����ҽ��5�&H���J�R���9�q>�F�=�L��2��3���Ȕ<S6��q9��c����5��d]�h�v>�p�=H����r/v�X��=ׇ=���=P��=F�ا��K������=����*!�7�޽����J+=����i=��C��
�׌��nb>�K��Z+>��ý~ǂ=s߽�̽z�νע�=���=z��l1�=�3�8��=V"�|�۽r]�=^ꝼ�}�DB=+���Yc��֠<e���c/�J=�<���<Z97=�	3���iu�c�<�r��Z)�=z�=���=gbP>�a=B\N��I�Ң>=>l��x��Q/�>�C
=�d��M�d>8w��5>�O>�Q��>Dڐ:9�>9>�G��X�=�( �?�=y�>+��=����/=(`����>�f�Yd<Y+��[r=B�,<ȭp�5���J;���<�l>�T��8s��=�2�=�U��k�<��<�š���5��
<��1�=�l�<"ͨ��Y=��=��2�I���Îc�GKD��C�6��=PL<��[<�uٽ7�:���=�&TK��{�<�u�=7	;>��K����cO��]M=M��=
���I>�T��&����k��b=�
>���=����Ct�<_Og=��=�����G�9*��=NᦼL��=�����纇��=�_d��`����%>��=�籾8+;/vG���=l57����=�8��Ki�=��	=q��=ۈ=�'���=��=K���@]4>v��=ܡ:���<���=�';���=&5W�]_>uЖ�B��}��=l2�=
�	����=��~>���=Ui<:�<���� �ͽ��üRi$>���?&J>\��>[z>���=m�$;�l�z�-��ĩ��[���q6>�5�e=Q\g�;�	>�`�<x$�����9
��<r
�M���&�����=�Y>�����{����Hc>��^��>^���>�$=b
5=|�N�󉾽�Լ�==Oc=!^�=�T�=Z�����,�ʼf���W�gB>j�j�#s>�B><}h	��"�=O%w�����m/����g����=+�������<��(���	=�j׼1E=�卾�<�<>���=0���X��=�x>EgP>̂��M(=�&����cɴ=��R�/���T�5��=��=�a=}�M��`=���=B�{�m=*1�z낽pf
>D�4�s�=��h��6�<)=p<��������$v��"�<�J�=w�">��<��2=�d�U�����@���=�bR=�D=𖽬C�^r^=	��<f��]u�<��Y<�0<C�=!lG���1>d�T=�va���>�և��뎽�^��Ï>ou)>�ݵ>���Y3=6H=�Su�L�νkp���G'���	�F\>�!�=�{F>�E?���|B��č���C��t{=3�����,���ɽ��7�Q��<�{��4��K����ƼeWo=���=LMټOt&=A3� �=gY>8�)=�2->��7��X}��ٟ<��Լ܁�3��=�f�D�=�Z#>�p ��P=��g��-�Qy�=�!>ؑ�<C�=D-�+�\=��T>���]������">Ul�j�����9r�=�:�=tҧ<�P/�2y�f.�=��M=����?�;�˻���=���=z�*��;?ह�>[hҼ�T�=Yg�=y�>c1���X�y��<�e=d�>{#�����$��'�g�:{>�TN=s|>Bɨ=�h<�G!���C�q�p=���;��úgU�<�<�0���<�W>!��=E����w=8�">���<k�r�o��<�K��C��D�<�c�A옽H<憃=�6>����g$��օJ=��>�j�=��>�::=�6@�c:�^�ؽJ��u�:�Ѽ]��=�8�=сֽ)�4��>�$>$���B�V��on���<��q=�b<JG�<b�
>��=�}d=�
��/�����[�n�.�<i+f;��`E��B�<*�+���i
Ȼ؋9��\��B����>=h!>n$�=:�'>״ν�=�<^DU�Y#�������==�厾�g��C��=�M���p��`��ɛ=k�,�x��L�<��p��۸=�h�=�H<Dk��e-�=�/���������
�N��!	�����Z6��r��s�
�x c����<'׈=VB=�@
>O��=��>�$}���
�xu<5���+��=�F.��L
�$6�=��	��I�:G�=z�;�F��O�?4���h�=���G=ܹ�=e=I�R�lb�;?Qu�I�z=&i����;���!��\%=v�>�u==1>H�=}Ѽ�u�?�'=Z��;��ؼ�]>0J���<5<T�+��!B� 2�����=�9�<%D�=��8=�D=�=��6>D���>;>�>z	ֻ��m=Ι==��>
w��"�]���>C�4��a>���\�*��Kٽ־��S�>=/iڽ�;ֽ������n>'�<l�;�w>�U�=��c�����������	�<N+�C(���=w�<>/gZ�͙��L��=AE#���F�hC
=�cֽf�=z��h��=R��<�P�m�ֽ��>6Ai��f���۠��.��ҫ.>��J=��X=\��=�]>��=>3��>�=�Q�>�0��`�=3<�-�"�>N1M=��<:���Y�<~��=*(�;����f�ٍ=3xt>3d�᥽	
Y>b���M������#Ȼ���=}�1��N����="�ǽ���^`�=�x�;rT�<7jX>���=n��>��<��>N�C�W�k��Qg=��3��1�;��8�Co=W)|��^4����R0��Э�1jb=�{�Υ����	>��;��=UQ<�Y!��D�3v<��>���=]����n���)��4�=BJ�� �<�z
�Ȉ��R=po2>gX�Pf��s艽�Nw�,��=<�����=Q㱼Z4����Q|5�]�ʽg�����U>�,	>
��<��W>�C{�p֋=�Վ�,�=
��;��>f��lW>u>�=�����~��{;*=���<�;N����
=s�>q�H��7O=�e�>�*>�Y�U����0�<?�>�����������OC�=��>�����K��O�YA༁�ջ|�o�fK��)�L<n}����>щ��=a�����=$�6�+�_�ŭ��Ä;��X>|�?=�‹=h��z=QT=.�����NU�=�;�����z�>���'�U�꽹�\>�����=G����M����EVC=2o�8鏻��>��ҽ�T��Ӏ)�:>ͱK��综&�
��\�[�J�>6L��^p���M���Og�;����,�HH2���=�q*<�b�eֈ=H����=�G;.�=m	��30�=�
o=j�;>?�0=�2��� �)$�>p7T��&)��
��7=W�a>6�޽���@�HEAPX�Mdense_26@P2�M`
weight_namesdense_26/kernel:0dense_26/bias:0(  +P�܋[hTREE�����������������SHEAPX (Rkernel:0bias:08SNODp4�ORSNODU�N  X+�܋[xTREE�����������������SHEAPX`XP V@XH
weight_names ?@44�Htraining_config``\PTREE�����������������bHEAPX \Adam_25training_248�Y�[
weight_namesAdam_25/iterations:0training_24/Adam/Variable:0training_24/Adam/Variable_1:0training_24/Adam/Variable_2:0training_24/Adam/Variable_3:0training_24/Adam/Variable_4:0training_24/Adam/Variable_5:0training_24/Adam/Variable_6:0training_24/Adam/Variable_7:0training_24/Adam/Variable_8:0training_24/Adam/Variable_9:0training_24/Adam/Variable_10:0training_24/Adam/Variable_11:0training_24/Adam/Variable_12:0training_24/Adam/Variable_13:0training_24/Adam/Variable_14:0@\+�܋[��_bTREE�����������������cHEAPX(biterations:0@SNOD�_�_b fHfhhSNOD�^(PP  0n�܋[hHfhhTREE�����������������kHEAPX�hAdamHi(kTREE�����������������l�X�8P��HEAP`���SNOD�hi(kSNODe�����(�
���X=jE?��?(PP  0~�܋[hPP  d+@�܋[x(  0sP�܋[h  �,�܋[x(PP  0��܋[h(PP  0��܋[hPP  �s@�܋[x(  �tP�܋[hSNODH`yXpzh0|x0��@����  �,�܋[xVariable:0Variable_1:0Variable_2:0Variable_3:0Variable_4:0Variable_5:0Variable_6:0Variable_7:0Variable_8:0Variable_9:0Variable_10:0Variable_11:0Variable_12:0Variable_13:0Variable_14:0h  �,�܋[x  �,�܋[x  �,�܋[x  �,�܋[x  �,�܋[xSNOD�8��H�0v(@w8Px