Ahxt's workspace
Runs
5,040
Name
630 visualized
lam: 0.2
lam: 0.2
45
lam: 0.8
lam: 0.8
45
lam: 1.8
lam: 1.8
45
lam: 1.2
lam: 1.2
45
lam: 3.5
lam: 3.5
45
lam: 2.5
lam: 2.5
45
lam: 4
lam: 4
45
lam: 0.4
lam: 0.4
45
lam: 2
lam: 2
45
lam: 3
lam: 3
45
lam: 1
lam: 1
45
lam: 0.6
lam: 0.6
45
lam: 1.4
lam: 1.4
45
lam: 1.6
lam: 1.6
45
State
Notes
User
Tags
Created
Runtime
Sweep
architecture
batch_size
data_path
dataset
evaluation_batch_size
evaluation_metrics
exp_name
hidden_dim
lam
log_freq
lr
model
num_classes
num_s0
num_s1
num_samples
num_sensitive
num_test
num_train
num_training_steps
num_val
num_y0
num_y1
seed
sensitive_attr
target_attr
wandb_project
test/abcc
test/acc
test/accp
test/ap
test/auc
test/aucp
test/bfn
test/bfp
test/clf_loss
test/dp
test/dpe
test/eodd
test/eodde
test/eopp
test/eoppe
test/f1
test/fair_loss
Finished
ahxt
23h 14m 45s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["08cb06afa472e30c75de111a1f60916627f25aed","482f93f71635b0deba26322d60fb143102c078db","4b05db60513e1e7388ede01dad20fd0603992d8f","5f51e8dc2a243c207a8e11f046eedfee3324384a","700f18b3bdda8128c80da8307dbd13ad3614db75","71bb3242b0b6cd8ba879fed6ce8a74b8f36ac54e","b02e24269441da830e783475a9f0a76cd4210e13","b1577122c4ebc27c2099ff76fe7bad22c0c40f96","d69025d5ac0467330aac0cfcd23566c69b8014ea","fc9b6cb75514474ad2efa7ee1a4ef3ad2d739e44"]
256
0.2
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
14.96227
82.8767
1.40234
90.8056
91.46179
1.01244
5.64749
5.19331
0.37029
18.80349
14.95852
14.43288
10.8408
8.25624
5.19331
81.24887
0.026007
Finished
ahxt
1d 25m 13s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["1c042d26cbee02fecddae30005637085cf34c064","1e66b90158838e68d41f3e4b133879abc599c28b","2df6b8a2fd3e21da6e97d1faafed19a4b6a41848","4adccd3335a269ea92eb1e8b26aa1b7ce7d7ac43","4c63f85cfd480906842e19ca3a5f70fc558a4bea","6b405eec1eff74370ccb2f189870f81d95ad6175","b05d74c2e847542b0314038c637817ff054f9d94","b329535ec73ef5a5173fcbb81583ff91434aae82","d94391dab4ef2de75bb5721510ab54c53ab6dbc1","e5e4e9f9ef18fd6b62517ebcea863035a0eb6f48"]
256
0.8
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
11.35418
81.10361
1.82965
88.90877
89.95426
1.15612
4.04634
1.72549
0.39798
16.031
11.34285
9.9001
5.77183
4.73032
1.72549
79.72755
0.014892
Finished
ahxt
1d 6h 37m 43s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["4b59cd5bb3f0470ddb7f002881039ccae619c761","4cfec2d755f252232bbdc5bcee56e5254bd220ae","5a4083aaef26a4b06f641fe27ed055e383c38086","70bd709fe25312d2918096fd89281d072b57292c","7bd4445fd19b6581459248b2559d8f5cda1f0997","7ebeb9f48a30e1151c97898ef01d2bd235c61c15","b6760ec0698fd9b98eb95fd717e1035f9e71f1bd","c12b8962558e4bd697be648c71868b6d7001fb92","ccf3958c7cd9cc6ba59be54a8d71c83e55de8c27","fe7137ad15aef5ebcf430f1a54fa151f75b30af8"]
256
1.8
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
6.84639
74.26723
3.85819
80.61415
83.63633
1.86497
2.486
0.95195
0.50517
12.75197
6.7794
8.93031
3.43796
3.58739
0.95195
70.8614
0.0084031
Finished
ahxt
1d 48m 3s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["0ebd06137dc0d696fcd1c9d71d0dcb1654a5031c","103c92c8bc042ba558b5dea8355fc20cc0b3833d","165f2ac462517e6161bf46572443cec2476f4afc","23c7967775f0340d2131a4a7ebd87a3ed3e96e32","758ae9be567fda278d7f87f09b234ee9ebf8f09d","8b2ed78c7324cd586dec2a0ef2d251fe44fac31a","8e6cd88c997ac42ffaf3e5a911f8ba6bf3bf3c4d","9fd863c3ca57036e4c38a3a69dbf27afb4fce303","d2a53e5da551989e9c13d64a224dd965dca03ade","f9bfe1b8008d99c043957f21c00427169372f5da"]
256
1.2
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
9.64273
79.50774
2.16854
86.54843
88.21658
1.51709
3.3625
1.2594
0.4372
14.82272
9.60665
8.64322
4.6219
3.74425
1.2594
78.35237
0.012607
Finished
ahxt
1d 47m 18s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["0aae2ef3d7f5ff830381e0326408e107db02f2fb","24915feefa2be9ccbd42e946ec20961bef526ca1","291ad4a45ed3b77b4f6a3250de1a0747396ea793","b10e0ee48d45061d98c9ffe9a89179e75fac7243","b9a3d587860d419f3583d3c835c5ce6ff4c9fdc0","badcde94072de9fbe3afd6ee15b90a9e77b8c438","bd51437b492af4766ff32e2deeb14ccae6079970","d05f5836f213d82f1fd9b9afdea4f80ff33321c6","f39a9a671161c3c854b942d39dc8c9526789b1f4","f94b07cf0b0020e099bc0fe6c397ff5dafe1a806"]
256
3.5
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
1.80153
64.57009
9.0422
70.27824
75.63944
2.33765
1.07164
0.27734
0.6409
6.944
1.70436
5.43411
1.34898
2.05535
0.27734
50.47353
0.002133
Finished
ahxt
1d 2m 34s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["2ceecc98b74a81062e64a35895f9ea86f2480e3f","369396ef974f46f0a4e24a8b7ccd11a4759eb71f","6357dc73ee81f1ae488c05eccbfe15728b2147be","6ccb113725ba8c427af29d9ffcf08774d2cecc00","7f79d34a3a0397cc3e5435e9d11620838fc97a17","b0513929674d7520970d6334334274547c2a77d3","b1a99c8f9715fc821c5cc20f7a564d0269f7c881","b99a9b832632f390ec805c28631f6a13d10aba13","d6142638187ba5e694c794b2a91312f5764bbfa3","ebb51870337d9974f0d53a2a667f323867856e78"]
256
2.5
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
4.22561
70.01313
6.19514
76.29058
80.29804
2.26507
1.48702
0.57595
0.56061
10.14252
4.12087
6.28826
2.06297
2.4098
0.57595
64.24928
0.0059375
Finished
ahxt
1d 10m 43s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["0b23a962e13a52751658e5b52713eb4d13dfc7ab","206818e881400808e575b5e540de6281eafd28c9","2d1e1c6a9ea7c2cbc09b866d9b662062a0f8750e","2f3d65267aa14d2573851fe716f11b47cc0e8f94","331bfabdb7f63a417a1a92717764db9e7e5c1fe9","36c7f7666aa991047a8d15aa16c9f7a849a0e5b7","3e1bddcc84ba4bf5c310f87eef6e3572b55fc70a","65bc6b5874f286bf80c1a3dc24140ec07913080e","e1a585d46bef0bbf05fff555a1a6cbd96525359f","f449fe5c2d13378f2e0f22bf0fa91d2138e103f5"]
256
4
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
1.17385
63.77121
10.25511
69.32956
74.55656
2.42507
0.91195
0.25642
0.64824
5.44128
1.07328
4.40167
1.16837
2.39219
0.25642
45.63464
0.0024992
Finished
ahxt
23h 31m 15s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["12b7063ee6f407bc8e5444687976a73d2449fad3","1961b4b38b2e9158204ba338010ec4d0ae5eca66","3dec392522b33dab3cbbadc11b1d80fbaf53782c","5306b10d1a5d8bcf6a19bca48f520891fee4062a","6d429aea51b4cf0e2b5d4ad7a72f39e53aca8b4f","719303974db5f95f92cac3a0ab1034b746e9a98d","76c926e3eec959f58377202c7b8e0f54978225df","9559ea0119b61885225b0d6878023f463389ca5e","c4dba645cb3ae64ef7954157d39f8ba58f97607b","ff119ed645a5046f4592f30573e3a38ccb2ac837"]
256
0.4
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
13.26542
82.37975
1.78592
90.33649
91.09033
1.05752
4.78759
3.09996
0.37714
17.38937
13.25907
11.71357
7.88755
6.09809
3.09996
80.81679
0.017417
Finished
ahxt
1d 4h 28m 4s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["0193b80b75f5c5ed0512510d4befdd409b8c109b","01979599aa8fcd58f3da4c48cba9a8ba12500f7f","3acb2df77c5b476cfe9bbe4c7c72938e1fa0ff8c","3c0c277f63d87c3223f2de60ec3d25094785ef32","43b7d71386aa1fe74a331aa19a9bd39edc6d3507","4cdd57e453128674aa3294c0bd2e529c72234c13","8bfd73a59a55485e0fc0da2169c1088a31f5db48","b031ce08efafb21a8485f365a4a271268583c854","bb55a89971fbc0ac7e1bd893cb726d53d608f206","d94895fe45044d1e765d79453e0954d16f89c362"]
256
2
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
6.35436
74.29723
3.69419
80.47886
83.53691
1.91192
2.18816
0.93686
0.51428
12.47821
6.29013
8.17941
3.12502
3.29219
0.93686
72.27116
0.0081972
Finished
ahxt
1d 2h 38m 22s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["00bb4c3f49392d862bae45d53ebe9185d5169ab8","473c91f7f6f899ddc99afee68c654bd09cf0638b","72b0c0e9f7517348a6dbd821d37c64b4b3913442","7fb6952c3196cbf37f65e85b7ea6b372abe123fa","81d315da29934523c2264286edeb63c2c8684406","a52e04ab1e5db84109a9b4af23472142593a655d","cb40d45bf94d033b77e81ae1738eca01ae307876","e6c44d559cac13828aeaf8a52446e2a9558f4889","ea2e466f8857de92d7c6a1b101a46c6842e4ed75","f30990cea9ad1e0e167ee02125ecc181168e93ed"]
256
3
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
3.15654
67.29208
7.89769
74.35405
79.0336
1.91207
1.28918
0.45371
0.60154
9.16734
3.03943
6.51054
1.74289
2.48697
0.45371
60.73977
0.0036659
Finished
ahxt
1d 5h 18m 6s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["013eaf6c6fcc633ece57073bad3f0010ac50f725","0c7e6de6440fd3d20659326bbf5b645addcee4db","2e0df50af033d426e954a6e8e8cb678646bd666e","5781e50bd297509fce8db6e6c4a32bcc20582416","82abc91d4f594131c90e08f4bd4f2b055b4040fe","8bb64c8e32a5a258ec4788e6e3c362e9db61780a","a554f46d4d92f3ddc414944426a1f14e023fc900","c55eb79976d6fbf6a71bd474818181f835582213","d50f2ed8c4fcbf1650ad3b6d43035f351602c40e","dd9af874d25b9a4c5c07158e3cde4c60cab07b89"]
256
1
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
10.56034
80.61791
2.02501
88.22703
89.40428
1.51826
3.67006
1.35735
0.40786
15.33165
10.54493
8.6918
5.02741
3.70388
1.35735
79.30845
0.014195
Finished
ahxt
1d 2h 56m 12s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["10977e707e0480ab815f2bfafd8560901d2d55a0","142330d1e7fe948f4a911838204ea837451570d1","1d613d3b67519fcf3900becb97949d665ff4025c","1fba70f0012a1b5c66775924c4a5afa23cf2bf4e","5b67b0cb9b1852cc60189bf56d0d2a461fa1945a","7d10893fdfb065437e343594ddf55a488d5f292b","8471e1b45ffb5880cb50ba9fd5923bca6696af31","adef472cb09f508e67f4ea2f0bc74299c198d7c8","c10c5a145c7ca73c5bd58c68e1b9a5164ab228e3","fecebe48e9ff079e5a2f689da3331574470ac460"]
256
0.6
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
12.04337
81.74027
1.6854
89.5271
90.44974
1.14922
4.14223
2.11358
0.38658
16.04378
12.03674
9.41385
6.25581
4.87141
2.11358
80.1936
0.014931
Finished
ahxt
1d 1h 59m
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["27f9b48926ea2818ffbcf300b03046deb652b29d","36e42b0f7c2bb17662aa28e182f6252b9de05fb6","53940b77c0fbd6969fb1c5a6d957eee18aeb7b4c","692c244d8c383c50ef34f655981bbceff3347648","6e68eb8a6c630b5c34e228d4eed57469e0724140","7f208c67798194987bb40422b0d166c788273883","8b8d38dac47408e33d847f3dabea5cd299476d72","a69b9974389aa814cdb8f47e29503d61abd2c5ea","b1a11cf461c2b8e409be20660e606986ae639933","d7b50ba10e541dc0415c54363b4956e014f8ec63"]
256
1.4
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
8.55534
77.63901
2.80287
84.45011
86.50556
1.80054
3.03056
1.21348
0.46174
14.22406
8.50136
8.70679
4.24404
3.71198
1.21348
76.81964
0.010643
Finished
ahxt
1d 1h 14m 41s
-
["resnet101","resnet152","resnet18","resnet34","resnet50","resnext101","resnext50","wide_resnet101","wide_resnet50"]
256
../datasets/
utkface
2048
acc,ap,dp,eopp,eodd
["05ca709804353f49a404aea8a56cedcc0eb62d41","1b0af1fbc0394ce7af2b971bca4a0431c09a4af0","221e9b83f260a516a5aa5d44b09c3fdae526c038","26304d98f7d80102292ad15e4e9c2aa324240e3d","3502965b7b490dbf2c59f648191341f7a15eee74","5e7157e2f21f9ae0497b94b03d2a816fa08d6fdd","8404fc19f35ad1f4f02e8a93aa99722c8da07fb7","a060a42901baf7c1c2ce150e90d3404ceed21036","b31948c0fa6882430c0227a160b6a94f76a6e106","d083d69213c53c448d36a4788114e014ba927e82"]
256
1.6
1
0.001
diffeopp
2
12391
11314
23705
2
2370
18964
150
2371
12661
11044
36153.2
Gender
Age
exp2.diffeopp
7.97557
76.84576
2.84993
83.9997
86.14396
1.78659
2.8943
1.03485
0.47486
13.54848
7.91839
7.9987
3.92915
3.2584
1.03485
74.09047
0.010856
1-14
of 14