Yin Li
|
0721301113
|
Add noise channels to the input
|
2020-01-29 15:57:10 -05:00 |
|
Yin Li
|
862c9e75a0
|
Swap generator & discriminator order in training
The reasoning is that updating generator first will free up the memory
taken by the graph of the model
|
2020-01-22 19:00:13 -05:00 |
|
Yin Li
|
f99fd6b177
|
Add delay epoch before updating generator with adversarial loss
|
2020-01-22 18:44:09 -05:00 |
|
Yin Li
|
c68b9928ee
|
Add separate input and target normalization
|
2020-01-21 18:51:32 -05:00 |
|
Yin Li
|
2b7e559910
|
Change adversary optim scheduler to sync with model optim scheduler
|
2020-01-20 16:25:15 -05:00 |
|
Yin Li
|
e7d2435a96
|
Fix adversary model optim scheduler
|
2020-01-19 19:24:10 -05:00 |
|
Yin Li
|
1b1e0e82fa
|
Fix (possibly) multiple DistributedDataParallel reduce interference
|
2020-01-10 14:39:16 -05:00 |
|
Yin Li
|
15384dc9bd
|
Add optional adversary model and make validation optional
|
2020-01-09 20:24:46 -05:00 |
|
Yin Li
|
9cf97b3ac1
|
Fix seeding bug introduced in the completely wrong commit f64b1e4
|
2020-01-06 20:20:05 -05:00 |
|
Yin Li
|
848dc87169
|
Change __dict__ to getattr
|
2019-12-23 16:11:43 -05:00 |
|
Yin Li
|
77710bc8a3
|
Cache data during the first epoch
|
2019-12-18 17:51:11 -05:00 |
|
Yin Li
|
01b0c8b514
|
Add data division, good with data caching
|
2019-12-18 17:13:40 -05:00 |
|
Yin Li
|
843fe09a92
|
Add data caching, and new pad and crop features
|
2019-12-17 12:00:13 -05:00 |
|
Yin Li
|
d03bcb59a1
|
Fix bug from 0533150
|
2019-12-12 19:26:57 -05:00 |
|
Yin Li
|
0533150194
|
Save past best models by not overwriting them
|
2019-12-12 18:05:16 -05:00 |
|
Yin Li
|
341bdbff84
|
Fix issue that pytorch 1.1 does not flush tensorboard
|
2019-12-12 15:25:45 -05:00 |
|
Yin Li
|
bd3798222a
|
Add weight decay
|
2019-12-12 12:04:39 -05:00 |
|
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
|
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
|
b253bb687b
|
Change ReduceLROnPlateau to CyclicLR
|
2019-12-03 18:06:33 -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
|
88bfd11594
|
Add training
|
2019-11-30 16:31:10 -05:00 |
|