Stacey's workspace
Runs
398
Name
398 visualized
traffic_acc
car_acc
0.87391
0.93292
0.87238
0.93098
0.87183
0.93882
0.87058
0.93004
0.86971
0.93565
0.86951
0.93455
0.86638
0.9331
0.86349
0.93061
0.8613
0.93731
0.86014
0.93924
0.85926
0.94044
0.85705
0.93024
0.85671
0.93369
0.85668
0.93049
0.85612
0.9481
0.85603
0.90781
0.85588
0.92223
0.85584
0.92438
0.85561
0.90756
0.85457
0.91156
0.85389
0.92717
0.8531
0.94088
0.8526
0.93256
0.85216
0.91658
0.85143
0.92212
0.85141
0.92836
0.85132
0.92412
0.85123
0.94657
0.85008
0.93483
0.8493
0.94616
0.84921
0.94716
0.84906
0.91587
0.84859
0.92405
0.84833
0.92017
0.84822
0.93296
0.84822
0.86971
0.84821
0.92573
0.84816
0.91586
0.84804
0.90828
0.84779
0.93234
0.84772
0.92185
0.84736
0.94114
0.84734
0.93571
0.84686
0.93562
0.84684
0.91086
0.84637
0.93389
0.84598
0.94258
0.84537
0.91921
0.84492
0.90218
0.84464
0.9187
Runtime
User
Notes
encoder
human_acc
human_iou
Tags
num_train
num_valid
learning_rate
weight_decay
batch_size
iou
acc
road_acc
train_loss
valid_loss
38m 9s
stacey
-
resnet18
0
-
test_medium
1409
200
0.001
0.097
8
-
0.88629
-
0.43205
0.43939
37m 57s
stacey
best examples
resnet18
0
-
best examples
humans
1421
183
0.001
0.097
8
-
0.88655
-
0.44209
0.42845
46m 42s
stacey
reproducing the best run by traffic detection accuracy (50% of training data)
resnet18
0
NaN
seg_masks
3523
492
0.001
0.097
8
0.80727
0.88797
0.94398
0.49194
0.4203
38m 27s
stacey
-
resnet18
0
-
1371
218
0.001
0.097
8
-
0.8873
0.94459
0.4195
0.45098
3h 2m 31s
stacey
-
resnet18
0
-
prod_ready
7000
1000
0.001
0.097
8
-
0.88477
-
0.52175
0.42423
2h 43m 22s
stacey
-
resnet18
0
-
prod_ready
7000
1000
0.001
0.097
8
-
0.88402
-
0.53055
0.43046
47m 52s
stacey
reproducing the highest car accuracy run from sweep (50% data)
resnet34
0
NaN
seg_masks
3524
492
0.001311
0.08173
6
0.79966
0.88233
0.9399
0.5375
0.44273
39m 59s
stacey
great examples logged every time step
resnet18
0
-
candidate
test_medium
1418
202
0.001
0.097
8
-
0.87972
-
0.4373
0.47735
10m 24s
stacey
best iou
resnet34
0
NaN
711
92
0.0013668
0.067309
7
0.79966
0.87388
0.91356
0.54887
0.50059
10m 20s
stacey
-
resnet34
0
NaN
723
91
0.0020703
0.024032
4
0.79181
0.87329
0.92976
0.62303
0.47351
20m 23s
stacey
reproducing the sweep run with the highest overall iou
resnet34
0
NaN
seg_masks
1376
205
0.001367
0.06731
7
0.79479
0.87259
0.93598
0.50958
0.46586
10m 16s
stacey
best mean iou in sweep
resnet34
0
0.000019835
690
96
0.0017514
0.072155
7
0.79094
0.86981
0.9454
0.57054
0.48752
10m 15s
stacey
-
resnet34
0
NaN
710
96
0.00083704
0.074556
5
0.78257
0.87012
0.92042
0.55351
0.48498
10m 11s
stacey
-
resnet34
0
NaN
691
101
0.0023371
0.039871
6
0.78961
0.86962
0.92396
0.60679
0.51835
10m 7s
stacey
-
resnet34
0
NaN
698
99
0.0012195
0.026451
4
0.78278
0.87554
0.91812
0.57779
0.50088
10m 42s
stacey
-
resnet34
0
NaN
722
85
0.0013673
0.032555
6
0.79402
0.87069
0.93877
0.50346
0.46503
10m 29s
stacey
-
resnet34
0
NaN
701
107
0.00077832
0.045015
7
0.79352
0.8681
0.94693
0.56943
0.47814
10m 28s
stacey
-
resnet34
0
NaN
701
100
0.0015481
0.031862
7
0.79063
0.86662
0.9357
0.55881
0.48978
10m 34s
stacey
-
resnet34
0
NaN
712
106
0.00081608
0.090819
7
0.78857
0.8671
0.93908
0.54327
0.50385
10m 37s
stacey
-
resnet34
0
NaN
734
74
0.0011594
0.055592
6
0.78272
0.86481
0.92417
0.54074
0.50778
10m 28s
stacey
-
resnet34
0
NaN
710
94
0.00097845
0.070961
7
0.7955
0.86366
0.93621
0.53876
0.49194
10m 8s
stacey
detects even higher iou!
resnet34
0
0.00015597
685
103
0.001251
0.094135
8
0.78195
0.86566
0.91992
0.5713
0.48823
10m 8s
stacey
-
resnet34
0
NaN
701
112
0.0010136
0.015057
4
0.76947
0.86689
0.93988
0.56325
0.48415
10m 22s
stacey
-
resnet34
0
NaN
699
97
0.0011279
0.054456
6
0.7828
0.87059
0.93895
0.52774
0.51243
9m 56s
stacey
-
resnet18
0
NaN
697
104
0.0010125
0.084691
7
0.78257
0.8659
0.91218
0.59388
0.51205
39m 2s
stacey
-
resnet18
0
NaN
1378
210
0.001
0.097
8
0.77964
0.86939
0.93049
0.44622
0.50802
10m 6s
stacey
-
resnet34
0
NaN
685
88
0.0020487
0.085131
7
0.7807
0.86788
0.9372
0.55033
0.5011
10m 32s
stacey
-
resnet34
0
NaN
709
101
0.0011394
0.068948
6
0.77769
0.87859
0.92956
0.55874
0.52114
10m 38s
stacey
-
resnet34
0
0.000032904
714
104
0.00081186
0.041672
7
0.77405
0.86276
0.93342
0.55047
0.5134
10m 12s
stacey
-
resnet34
0
NaN
683
93
0.00098124
0.033231
6
0.77333
0.86866
0.9252
0.57283
0.50674
10m 22s
stacey
interesting overfitting examples (light post in overpass shadow)
resnet34
0
NaN
688
111
0.0011851
0.071291
7
0.79696
0.86255
0.9341
0.58137
0.49305
10m 35s
stacey
best acc in sweep
resnet34
0
0.0000027469
713
103
0.0008099
0.030202
7
0.76991
0.87452
0.94631
0.57147
0.49796
10m 10s
stacey
8
resnet34
0
0.00022495
684
104
0.0017492
0.068879
7
0.77628
0.86109
0.92564
0.54199
0.53438
50m 6s
stacey
-
resnet34
0
NaN
3495
494
0.001311
0.08173
6
0.77653
0.86147
0.93076
0.58978
0.50449
10m 27s
stacey
first non-zero human iou
resnet34
0
0.000058473
710
91
0.001453
0.07664
7
0.78474
0.86955
0.93138
0.55151
0.52422
10m 34s
stacey
-
resnet34
0
7.2752e-8
712
107
0.0018527
0.035854
7
0.76702
0.86942
0.94905
0.61136
0.52617
10m 30s
stacey
6 highest iou for humans
resnet34
0
0.00085046
718
94
0.0012402
0.084569
8
0.76985
0.86328
0.92797
0.57489
0.48698
10m 11s
stacey
-
resnet34
0
7.7142e-8
684
114
0.00098266
0.078836
8
0.78199
0.86254
0.91761
0.57937
0.54104
10m 20s
stacey
-
resnet34
0
0.0000018238
695
105
0.002484
0.091101
7
0.76956
0.86598
0.92653
0.61684
0.50496
10m 26s
stacey
-
resnet34
0
0.0000064534
704
94
0.001324
0.060422
7
0.76504
0.86886
0.92865
0.54927
0.5208
10m 26s
stacey
-
resnet34
0
NaN
710
85
0.00093368
0.05655
7
0.78017
0.85934
0.89898
0.57866
0.56357
10m 4s
stacey
-
resnet34
0
NaN
672
104
0.00092009
0.045912
8
0.77191
0.8654
0.92497
0.53949
0.49788
10m 31s
stacey
-
resnet34
0
NaN
699
128
0.0015969
0.09418
7
0.77226
0.863
0.91051
0.55456
0.50948
10m 36s
stacey
-
resnet34
0
0.000020226
714
101
0.00092366
0.071781
8
0.77981
0.86414
0.93134
0.52387
0.52034
10m 15s
stacey
-
resnet34
0
NaN
707
104
0.0011633
0.028707
5
0.7755
0.87163
0.92623
0.56335
0.52512
14m 1s
stacey
-
resnet34
0
NaN
729
82
0.00356
0.036465
6
0.76566
0.86566
0.92477
0.63663
0.52225
10m 34s
stacey
-
resnet34
0
7.8821e-8
720
97
0.0019406
0.025351
7
0.7729
0.86196
0.92548
0.55123
0.53014
9m 41s
stacey
-
resnet18
0
8.0325e-8
684
100
0.0013993
0.037714
7
0.77653
0.86135
0.92078
0.57932
0.51675
10m 20s
stacey
-
resnet34
0
NaN
698
96
0.0017258
0.066672
7
0.77248
0.86555
0.91938
0.55518
0.52033
10m 2s
stacey
-
resnet34
0
NaN
690
100
0.00087423
0.069333
5
0.77413
0.85928
0.93286
0.55011
0.51552
1-50
of 398