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jh 2021-03-13 17:25:18 -08:00
commit fd3b4ad893
1 changed files with 8 additions and 8 deletions
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models/Model_SAEHD/Model.py
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@ -448,9 +448,9 @@ Examples: df, liae, df-d, df-ud, liae-ud, ...
else:
gpu_src_loss += tf.reduce_mean ( 300*tf.abs ( gpu_target_src*gpu_target_part_mask - gpu_pred_src_src*gpu_target_part_mask ), axis=[1,2,3])
# if self.options['ms_ssim_loss']:
# gpu_src_loss += tf.reduce_mean ( 10*nn.MsSsim(resolution)(gpu_target_srcm, gpu_pred_src_srcm, max_val=1.0))
# else:
if self.options['ms_ssim_loss']:
gpu_src_loss += tf.reduce_mean ( 10*nn.MsSsim(resolution)(gpu_target_srcm, gpu_pred_src_srcm, max_val=1.0))
else:
gpu_src_loss += tf.reduce_mean ( 10*tf.square( gpu_target_srcm - gpu_pred_src_srcm ),axis=[1,2,3] )
face_style_power = self.options['face_style_power'] / 100.0
@ -486,9 +486,9 @@ Examples: df, liae, df-d, df-ud, liae-ud, ...
else:
gpu_dst_loss += tf.reduce_mean ( 300*tf.abs ( gpu_target_dst*gpu_target_part_mask - gpu_pred_dst_dst*gpu_target_part_mask ), axis=[1,2,3])
# if self.options['ms_ssim_loss']:
# gpu_dst_loss += tf.reduce_mean ( 10*nn.MsSsim(resolution)(gpu_target_dstm, gpu_pred_dst_dstm, max_val=1.0))
# else:
if self.options['ms_ssim_loss']:
gpu_dst_loss += tf.reduce_mean ( 10*nn.MsSsim(resolution)(gpu_target_dstm, gpu_pred_dst_dstm, max_val=1.0))
else:
gpu_dst_loss += tf.reduce_mean ( 10*tf.square( gpu_target_dstm - gpu_pred_dst_dstm ),axis=[1,2,3] )
gpu_src_losses += [gpu_src_loss]