From bcffcde97f5e75b36d6ad18e021240b26c7e9c5d Mon Sep 17 00:00:00 2001 From: jh Date: Wed, 17 Mar 2021 11:53:38 -0700 Subject: [PATCH] debug --- models/Model_SAEHD/Model.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/models/Model_SAEHD/Model.py b/models/Model_SAEHD/Model.py index 8de5bce..a01836d 100644 --- a/models/Model_SAEHD/Model.py +++ b/models/Model_SAEHD/Model.py @@ -446,6 +446,16 @@ Examples: df, liae, df-d, df-ud, liae-ud, ... gpu_target_part_mask = gpu_target_srcm_mouth if self.options['ms_ssim_loss']: + # FIXME + ms_ssim_loss = nn.MsSsim(resolution, kernel_size=5)(gpu_target_src*gpu_target_part_mask, gpu_pred_src_src*gpu_target_part_mask, max_val=1.0) + print('ms_ssim_loss.shape: ', ms_ssim_loss.shape) + ms_ssim_mean_loss = tf.reduce_mean(300 * ms_ssim_loss) + print('ms_ssim_mean_loss.shape: ', ms_ssim_mean_loss.shape) + abs_loss = tf.abs ( gpu_target_src*gpu_target_part_mask - gpu_pred_src_src*gpu_target_part_mask ) + print('abs_loss.shape: ', abs_loss.shape) + abs_mean_loss = tf.reduce_mean(300 * abs_loss, axis=[1,2,3]) + print('abs_mean_loss.shape: ', abs_mean_loss.shape) + gpu_src_loss += tf.reduce_mean ( 300*nn.MsSsim(resolution, kernel_size=5)(gpu_target_src*gpu_target_part_mask, gpu_pred_src_src*gpu_target_part_mask, max_val=1.0)) 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])