Commit Graph

272 Commits

Author SHA1 Message Date
Yin Li
7b6ff73be1 Move UNet with ResBlock to VNet and Revert UNet to the previous simple version 2019-12-09 21:53:27 -05:00
Yin Li
9e039c0407 Add variable skip connection in ResBlock 2019-12-09 20:59:39 -05:00
Yin Li
139caabe31 Remove pytorch version constraint and Add python 3 constraint in setup.py 2019-12-09 17:21:25 -05:00
Yin Li
0764a1006e Remove unnecessary arguments --in-channels and --out-channels 2019-12-09 10:19:21 -05:00
Yin Li
f64b1e42e9 Add synchronized random seed to training 2019-12-08 21:27:44 -05:00
Yin Li
11c9caa1e2 Fix unstable training by limiting pytorch version to 1.1 2019-12-08 21:02:08 -05:00
Yin Li
437126e296 Fix DistributedDataParallel model save and load during training, leave testing for later 2019-12-08 21:00:51 -05:00
Yin Li
f2e9af6d5f Revert scheduler to ReduceLROnPlateau 2019-12-08 20:58:46 -05:00
Yin Li
34b8c62c76 Merge branch 'master' of github.com:eelregit/map2map
Conflicts:
	map2map/train.py
2019-12-03 18:07:11 -05:00
Yin Li
b253bb687b Change ReduceLROnPlateau to CyclicLR 2019-12-03 18:06:33 -05:00
Yin Li
054ccb194e Merge branch 'master' of github.com:eelregit/map2map 2019-12-03 18:03:41 -05:00
Yin Li
044e4c9376 Change ReduceLROnPlateau to CyclicLR 2019-12-03 18:02:56 -05:00
Yin Li
1f6b34dbf6 Merge branch 'master' of github.com:eelregit/map2map 2019-12-03 18:02:03 -05:00
Yin Li
36cf2ac93b Change ReduceLROnPlateau to CyclicLR 2019-12-03 17:53:20 -05:00
Yin Li
afeefcaa9e Merge branch 'master' of github.com:eelregit/map2map
Conflicts:
	map2map/train.py
2019-12-03 17:52:01 -05:00
Yin Li
7540154eba Change ReduceLROnPlateau to CyclicLR 2019-12-03 17:49:56 -05:00
Yin Li
bf3fe86afe Change ReduceLROnPlateau to CyclicLR 2019-12-03 17:40:08 -05:00
Yin Li
0211eed0ec Add testing 2019-12-01 21:40:35 -05:00
Yin Li
bcf95275f3 Fix global_step in tensorboard summary to start from 1 2019-11-30 22:15:10 -05:00
Yin Li
9d4b5daae3 Add enhanced model
Add ResBlock using ConvBlock;
Use ResBlock in UNet;
Use PReLU instead of LeakyReLU;
Add more channels in lower levels in UNet;
Add more blocks in each level in UNet;
2019-11-30 21:49:10 -05:00
Yin Li
88bfd11594 Add training 2019-11-30 16:31:10 -05:00
Yin Li
6015dd6b31 Initial commit 2019-11-30 15:27:25 -05:00