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new_lstm = eidetic_lstm( name='e3d' + str(i), input_shape=[ims_width, window_length, ims_height, num_hidden_in], output_channels=num_hidden[i], kernel_shape=[2, 5, 5])
Should the input_shape be [window_length, ims_width, ims_height, num_hidden_in]?