Tianyuan's workspace
Runs
82
Name
2 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
accelerator
batch_size
exp_name
gpus
gradient_clip_val
learning_rate
limit_train_batches
logger_type
loss_fn
max_epochs
model
num_classes
patience
pretrained
save_dir
stochastic_weight_avg
task
tb_path
weights_summary
accuracy
auprc
auroc
bac
epoch
f1
loss
precision
prevalence
recall
threshold
trainer/global_step
val_loss
f1_class_0
f1_class_1
f1_class_2
f1_class_3
f1_class_10
f1_class_4
f1_class_5
f1_class_6
f1_class_7
f1_class_8
f1_class_9
mae
Finished
tianyuan
9m 59s
-
None
32
0317_raw_img_multi_consumption_group_mask_sky_v1
1
0.5
0.0001
1
wandb
CE
30
ResNet18
4
10
true
./sandbox
true
classification
./sandbox/tb
None
0.342
-
0
0.34026
10
0.34269
0.81544
0.34592
-
0.342
-
5246
1.37792
0.48573
0.31701
0.25917
0.30161
-
-
-
-
-
-
-
-
Finished
tianyuan
10m 31s
-
None
32
0317_raw_img_multi_consumption_group_raw_v1
1
0.5
0.0001
1
wandb
CE
30
ResNet18
4
10
true
./sandbox
true
classification
./sandbox/tb
None
0.31998
-
0
0.32018
11
0.32251
0.85142
0.36026
-
0.31998
-
5723
1.39767
0.40559
0.23562
0.33075
0.31386
-
-
-
-
-
-
-
-
Finished
tianyuan
14m 22s
-
None
32
0317_raw_img_multi_age_group_mask_sky_v1
1
0.5
0.0001
1
wandb
CE
30
ResNet18
4
10
true
./sandbox
true
classification
./sandbox/tb
None
0.86335
-
0
0.67581
13
0.86565
0.75947
0.86839
-
0.86335
-
6397
0.87609
0.93478
0.64242
0.49339
0.59649
-
-
-
-
-
-
-
-
Finished
tianyuan
18m 52s
-
None
32
0316_raw_img_multi_age_group_v1
1
0.5
0.0001
1
wandb
CE
30
ResNet18
4
10
true
./sandbox
true
classification
./sandbox/tb
None
0.87292
-
0
0.58844
21
0.86498
0.77493
0.86148
-
0.87292
-
10053
0.86743
0.94299
0.62344
0.41667
0.53901
-
-
-
-
-
-
-
-
Finished
tianyuan
7m 1s
-
None
2
0310_raw_img_regression_debug_v2
1
0.5
0.0001
1
wandb
MSE
1
ResNet18
1
10
true
./sandbox
true
regression
./sandbox/tb
None
-
-
-
-
1
-
100527.79688
-
-
-
-
15251
96837.89063
-
-
-
-
-
-
-
-
-
-
-
288.58258
Finished
tianyuan
1h 13m 23s
-
None
32
0309_mask_img_regression_resnet101_v1
1
0.5
0.0001
1
wandb
MSE
30
ResNet101
1
10
true
./sandbox
true
regression
./sandbox/tb
None
-
-
-
-
19
-
2176.53052
-
-
-
-
9539
14165.46094
-
-
-
-
-
-
-
-
-
-
-
82.27131
Finished
tianyuan
1h 21m 1s
-
None
32
0309_raw_img_regression_resnet101_v1
1
0.5
0.0001
1
wandb
MSE
30
ResNet101
1
10
true
./sandbox
true
regression
./sandbox/tb
None
-
-
-
-
21
-
989.10254
-
-
-
-
10493
17483.54102
-
-
-
-
-
-
-
-
-
-
-
98.84949
Finished
tianyuan
27m 3s
-
None
32
0309_mask_img_regression_debub_v2
1
0.5
0.0001
1
wandb
MSE
30
ResNet18
1
10
true
./sandbox
true
regression
./sandbox/tb
None
-
-
-
-
30
-
262.5553
-
-
-
-
14786
12966.29883
-
-
-
-
-
-
-
-
-
-
-
77.42818
Finished
tianyuan
25m 7s
-
None
32
0309_raw_img_regression_debub_v2
1
0.5
0.0001
1
wandb
MSE
30
ResNet18
1
10
true
./sandbox
true
regression
./sandbox/tb
None
-
-
-
-
28
-
377.12747
-
-
-
-
13832
12945.04297
-
-
-
-
-
-
-
-
-
-
-
79.06258
Failed
tianyuan
18s
-
None
32
0309_raw_img_regression_debub_v1
1
0.5
0.0001
1
wandb
MSE
30
ResNet18
1
10
true
./sandbox
true
regression
./sandbox/tb
None
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
tianyuan
12m 48s
-
None
32
0309_mask_img_multi_age_v1_debug
1
0.5
0.0001
1
wandb
CE
30
ResNet18
11
10
true
./sandbox
true
classification
./sandbox/tb
None
0.59738
-
0
0.35147
14
0.58015
1.77374
0.61957
-
0.59738
-
6854
1.94798
0
0.63089
0.73935
0.61812
0
0.48247
0.2029
0.19608
0.24779
0.4
0.36842
-
Finished
tianyuan
13m 56s
-
None
32
0309_mask_img_multi_age_v1
1
0.5
0.0001
1
wandb
CE
30
ResNet18
11
10
true
./sandbox
true
classification
./sandbox/tb
None
0.58621
-
0
0.36739
15
0.56889
1.60847
0.59995
-
0.58621
-
7311
1.95585
0
0.62987
0.72197
0.60048
0
0.40748
0.15385
0.35897
0.27481
0.36967
0.4812
-
Finished
tianyuan
12m 50s
-
None
32
0309_raw_img_multi_age_v1
1
0.5
0.0001
1
wandb
CE
30
ResNet18
11
10
true
./sandbox
true
classification
./sandbox/tb
None
0.60632
-
0
0.38204
14
0.58676
1.74644
0.6193
-
0.60632
-
6854
1.93801
0
0.64142
0.73209
0.6215
0
0.44989
0.24242
0.31933
0.32203
0.44878
0.44295
-
Finished
tianyuan
11m
-
None
32
0309_mask_img_age_v1
1
0.5
0.0001
1
wandb
BCE
30
ResNet18
1
10
true
./sandbox
true
classification
./sandbox/tb
None
0.89144
0.97592
0.93526
-
11
0.92972
0.00037519
0.94575
0.78544
0.91423
0.5
5483
0.86026
-
-
-
-
-
-
-
-
-
-
-
-
Finished
tianyuan
9m 27s
-
None
32
0309_raw_img_age_v1
1
0.5
0.0001
1
wandb
BCE
30
ResNet18
1
10
true
./sandbox
true
classification
./sandbox/tb
None
0.90837
0.96969
0.9282
-
10
0.94238
0.24543
0.93098
0.78544
0.95407
0.5
5026
0.75045
-
-
-
-
-
-
-
-
-
-
-
-
Finished
tianyuan
9m 7s
-
None
32
DemoExperiment_Age_bi_3_raw
1
0.5
0.0001
1
wandb
BCE
30
ResNet18
1
10
true
./sandbox
true
classification
./sandbox/tb
None
0.89911
0.96401
0.91284
-
10
0.93606
0.0000048502
0.93191
0.78544
0.94024
0.5
5026
0.79636
-
-
-
-
-
-
-
-
-
-
-
-
Failed
tianyuan
16s
-
None
32
DemoExperiment_Age_bi_2_raw
1
0.5
0.0001
1
wandb
BCE
30
ResNet18
1
10
true
./sandbox
true
classification
./sandbox/tb
None
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
tianyuan
1h 28m 11s
-
None
32
DemoExperiment_Age_multi_3_ResNet101_raw_img
1
0.5
0.0001
1
wandb
CE
30
ResNet101
11
10
true
./sandbox
true
classification
./sandbox/tb
None
0.59483
-
0
0.36313
24
0.57043
1.64895
0.63297
-
0.59483
-
11424
1.94819
0
0.62754
0.72504
0.63363
0
0.43705
0.20721
0.35374
0
0.29787
0.44444
-
Finished
tianyuan
1h 47m 38s
-
None
32
DemoExperiment_Age_multi_3_ResNet101
1
0.5
0.0001
1
wandb
CE
30
ResNet101
11
10
true
./sandbox
true
classification
./sandbox/tb
None
0.60728
-
0
0.36135
30
0.57736
1.69815
0.64943
-
0.60728
-
14166
1.93461
0
0.63665
0.73475
0.62269
0
0.48649
0
0.32632
0
0.53333
0.36066
-
Finished
tianyuan
11m
-
None
32
DemoExperiment_Age_multi_3
1
0.5
0.0001
1
wandb
CE
30
ResNet18
11
10
true
./sandbox
true
classification
./sandbox/tb
None
0.58269
-
0
0.34693
12
0.55854
1.63049
0.59231
-
0.58269
-
5940
1.95854
0
0.62979
0.71858
0.56743
0
0.39261
0.11834
0.25532
0.2695
0.40952
0.51095
-
1-20
of 82