Skip to content

Attempt to reproduce MNIST-USPS results. #12

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Draft
sheikhomar wants to merge 24 commits into
base: master
Choose a base branch
from
Draft

Attempt to reproduce MNIST-USPS results. #12

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
24 commits
Select commit Hold shift + click to select a range
131507e
Add conda environment file.
sheikhomar Feb 20, 2020
4970dd0
Script to generate MNIST dataset.
sheikhomar Feb 20, 2020
081b575
Refactor.
sheikhomar Feb 20, 2020
40a41a8
Data generator for USPS.
sheikhomar Feb 20, 2020
89912a8
Fix runtime error.
sheikhomar Feb 20, 2020
b4f2234
Ignore generated files.
sheikhomar Feb 20, 2020
a286260
Workaround a weird issue with parallelization.
sheikhomar Feb 20, 2020
f78401c
Fix issues with image shape.
sheikhomar Feb 20, 2020
1209fb7
A script to parse the logs.
sheikhomar Feb 21, 2020
d688f36
Install jupyterlab.
sheikhomar Feb 21, 2020
af702fc
Add initial results.
sheikhomar Feb 21, 2020
f98083d
Implement baseline2convs model architecture.
sheikhomar Feb 21, 2020
44d1eb7
Match embedding sizes.
sheikhomar Feb 21, 2020
e91b827
Play with qgrid
sheikhomar Feb 21, 2020
21c0828
Make training scripts work!
sheikhomar Feb 21, 2020
6d111c6
New results available.
sheikhomar Feb 21, 2020
0641edb
Add new results.
sheikhomar Feb 23, 2020
09c7fe1
Forgot to save notebook.
sheikhomar Feb 23, 2020
3d1f9a2
Find hyper-parameters with the best accuracies.
sheikhomar Feb 23, 2020
ea1a5b7
Script to run experiments 10 times.
sheikhomar Feb 23, 2020
539f9a5
Scripts to run experiments.
sheikhomar Feb 24, 2020
2d2e9d5
Results for 2conv architecture.
sheikhomar Feb 24, 2020
64138f0
Keep track of old results.
sheikhomar Feb 24, 2020
a2cb952
New results.
sheikhomar Feb 24, 2020
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 9 additions & 0 deletions .gitignore
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -4,3 +4,12 @@
.DS_Store

datasets/MNIST/
datasets/Office31/
datasets/USPS/
__pycache__
log
*.pyc
ckpt/
pretrained/
SRC-TRAIN
.ipynb_checkpoints/
18 changes: 18 additions & 0 deletions environment.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
name: dsne
channels:
- defaults
- conda-forge
dependencies:
- python=3.6
- numpy
- scikit-learn
- scikit-image
- scipy
- seaborn
- tqdm
- jupyterlab
- pip
- pip:
- mxnet-cu101mkl
- mxboard

41 changes: 41 additions & 0 deletions log/meta_data.csv
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,41 @@
,log_id,log,gpus,mxboard,postfix,log_itv,method,cfg,src,tgt,nc,size,bb,nlayers,dropout,inn,bn,embed_size,pretrained,model_path,start_epoch,end_epoch,seed,train_src,hybridize,best_value,alpha,training,plot,l2n,fn,angular,aug_tgt_only,eval,eval_epoch,bs,resize,mean,std,color_jitter,flip,random_crop,random_color,ratio,optim,lr,lr_epochs,lr_factor,wd,mom,margin,save_preds,ctx
0,dsne-s1-0.5-l2n-seed1_2020-02-24-07-28-13-628937,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed1,0,False,s1-0.5-l2n-seed1,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,1,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
1,dsne-s1-0.5-l2n-seed10_2020-02-24-11-57-26-075161,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed10,0,False,s1-0.5-l2n-seed10,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,10,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
2,dsne-s1-0.5-l2n-seed2_2020-02-24-07-57-48-426082,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed2,0,False,s1-0.5-l2n-seed2,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,2,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
3,dsne-s1-0.5-l2n-seed3_2020-02-24-08-27-23-081736,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed3,0,False,s1-0.5-l2n-seed3,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,3,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
4,dsne-s1-0.5-l2n-seed4_2020-02-24-08-57-22-408753,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed4,0,False,s1-0.5-l2n-seed4,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,4,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
5,dsne-s1-0.5-l2n-seed5_2020-02-24-09-27-16-765892,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed5,0,False,s1-0.5-l2n-seed5,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,5,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
6,dsne-s1-0.5-l2n-seed6_2020-02-24-09-57-00-259892,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed6,0,False,s1-0.5-l2n-seed6,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,6,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
7,dsne-s1-0.5-l2n-seed7_2020-02-24-10-27-04-146959,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed7,0,False,s1-0.5-l2n-seed7,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,7,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
8,dsne-s1-0.5-l2n-seed8_2020-02-24-10-57-05-694267,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed8,0,False,s1-0.5-l2n-seed8,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,8,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
9,dsne-s1-0.5-l2n-seed9_2020-02-24-11-27-18-479853,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s1-0.5-l2n-seed9,0,False,s1-0.5-l2n-seed9,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,9,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
10,dsne-s3-0.5-l2n-seed1_2020-02-24-07-35-42-948087,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed1,0,False,s3-0.5-l2n-seed1,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,1,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
11,dsne-s3-0.5-l2n-seed10_2020-02-24-12-04-56-131872,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed10,0,False,s3-0.5-l2n-seed10,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,10,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
12,dsne-s3-0.5-l2n-seed2_2020-02-24-08-05-11-252232,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed2,0,False,s3-0.5-l2n-seed2,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,2,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
13,dsne-s3-0.5-l2n-seed3_2020-02-24-08-34-52-114911,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed3,0,False,s3-0.5-l2n-seed3,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,3,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
14,dsne-s3-0.5-l2n-seed4_2020-02-24-09-04-51-830775,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed4,0,False,s3-0.5-l2n-seed4,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,4,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
15,dsne-s3-0.5-l2n-seed5_2020-02-24-09-34-45-877764,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed5,0,False,s3-0.5-l2n-seed5,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,5,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
16,dsne-s3-0.5-l2n-seed6_2020-02-24-10-04-25-902200,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed6,0,False,s3-0.5-l2n-seed6,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,6,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
17,dsne-s3-0.5-l2n-seed7_2020-02-24-10-34-38-613142,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed7,0,False,s3-0.5-l2n-seed7,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,7,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
18,dsne-s3-0.5-l2n-seed8_2020-02-24-11-04-38-534538,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed8,0,False,s3-0.5-l2n-seed8,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,8,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
19,dsne-s3-0.5-l2n-seed9_2020-02-24-11-34-51-609969,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s3-0.5-l2n-seed9,0,False,s3-0.5-l2n-seed9,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,9,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
20,dsne-s5-0.5-l2n-seed1_2020-02-24-07-43-00-183702,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed1,0,False,s5-0.5-l2n-seed1,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,1,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
21,dsne-s5-0.5-l2n-seed10_2020-02-24-12-12-25-907055,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed10,0,False,s5-0.5-l2n-seed10,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,10,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
22,dsne-s5-0.5-l2n-seed2_2020-02-24-08-12-35-745518,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed2,0,False,s5-0.5-l2n-seed2,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,2,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
23,dsne-s5-0.5-l2n-seed3_2020-02-24-08-42-18-488533,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed3,0,False,s5-0.5-l2n-seed3,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,3,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
24,dsne-s5-0.5-l2n-seed4_2020-02-24-09-12-17-669166,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed4,0,False,s5-0.5-l2n-seed4,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,4,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
25,dsne-s5-0.5-l2n-seed5_2020-02-24-09-42-12-134577,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed5,0,False,s5-0.5-l2n-seed5,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,5,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
26,dsne-s5-0.5-l2n-seed6_2020-02-24-10-12-02-313563,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed6,0,False,s5-0.5-l2n-seed6,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,6,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
27,dsne-s5-0.5-l2n-seed7_2020-02-24-10-42-08-844508,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed7,0,False,s5-0.5-l2n-seed7,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,7,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
28,dsne-s5-0.5-l2n-seed8_2020-02-24-11-12-04-993936,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed8,0,False,s5-0.5-l2n-seed8,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,8,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
29,dsne-s5-0.5-l2n-seed9_2020-02-24-11-42-26-704558,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s5-0.5-l2n-seed9,0,False,s5-0.5-l2n-seed9,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,9,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
30,dsne-s7-0.5-l2n-seed1_2020-02-24-07-50-25-585681,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed1,0,False,s7-0.5-l2n-seed1,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,1,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
31,dsne-s7-0.5-l2n-seed10_2020-02-24-12-19-59-460440,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed10,0,False,s7-0.5-l2n-seed10,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,10,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
32,dsne-s7-0.5-l2n-seed2_2020-02-24-08-19-57-901634,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed2,0,False,s7-0.5-l2n-seed2,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,2,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
33,dsne-s7-0.5-l2n-seed3_2020-02-24-08-49-50-194187,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed3,0,False,s7-0.5-l2n-seed3,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,3,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
34,dsne-s7-0.5-l2n-seed4_2020-02-24-09-19-50-713278,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed4,0,False,s7-0.5-l2n-seed4,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,4,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
35,dsne-s7-0.5-l2n-seed5_2020-02-24-09-49-36-962290,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed5,0,False,s7-0.5-l2n-seed5,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,5,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
36,dsne-s7-0.5-l2n-seed6_2020-02-24-10-19-32-957759,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed6,0,False,s7-0.5-l2n-seed6,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,6,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
37,dsne-s7-0.5-l2n-seed7_2020-02-24-10-49-37-431995,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed7,0,False,s7-0.5-l2n-seed7,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,7,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
38,dsne-s7-0.5-l2n-seed8_2020-02-24-11-19-44-160817,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed8,0,False,s7-0.5-l2n-seed8,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,8,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
39,dsne-s7-0.5-l2n-seed9_2020-02-24-11-49-56-247149,log\S-MT_T-US\M-dsne_bb-baseline2convs\dsne-s7-0.5-l2n-seed9,0,False,s7-0.5-l2n-seed9,0,dsne,cfg/digits-s-1.json,MT,US,10,32,baseline2convs,101,True,False,False,84,False,ckpt\S-MT_T-US\,0,100,9,True,False,0,0.5,True,False,True,False,False,False,True,0,32,224,0.5,0.5,0.2,False,False,False,1,sgd,0.1,50,0.1,0.0001,0.9,1,False,[gpu(0)]
Loading