Street's workspace
Runs
398
Name
84 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
batch_size
bn_weight_decay
encoder
epochs
framework
img_size
learning_rate
model_type
num_train
num_valid
one_cycle
pretrained
training_stages
weight_decay
acc
car_acc
epoch
human_acc
human_iou
iou
num_train
num_valid
road_acc
traffic_acc
train_loss
valid_loss
Failed
-
stacey
43s
-
8
true
resnet34
10
fast.ai
[360,640]
0.001
-
359
40
true
true
2
0.097
0.40313
0.00048494
0
0
8.0154e-8
0.31544
-
-
0.16134
0.44446
1.96755
1.55893
Finished
-
stacey
test_only
2m 14s
-
8
true
resnet34
10
fast.ai
[360,640]
0.001
-
66
10
true
true
2
0.097
0.62597
0.042304
4
0
9.0296e-8
0.42974
-
-
0.76828
0.59579
1.45904
1.22089
Finished
-
stacey
test_only
2m 4s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
61
15
true
true
2
0.097
0.59678
0.30175
4
0
8.6770e-8
0.47014
-
-
0.74995
0.59073
1.28326
1.24863
Finished
-
stacey
test_only
1m 40s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
68
13
true
true
2
0.097
0.6139
0.47458
4
0
7.7748e-8
0.47284
-
-
0.58177
0.61112
1.30007
1.19654
Failed
-
stacey
test_only
21s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
70
11
true
true
2
0.097
0.23666
0.0000039497
0
0
9.0909e-8
0.12089
-
-
0.90186
0.21028
3.49354
2.59229
Killed
-
stacey
test_only
1m 17s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
66
10
true
true
2
0.097
0.54029
0.067316
1
0
8.8784e-8
0.37641
-
-
0.85445
0.52587
1.3701
1.70437
Killed
-
stacey
test_only
1m 33s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
68
7
true
true
2
0.097
0.76271
0.025209
3
0
7.3594e-8
0.58182
-
-
0.87296
0.7264
1.41792
0.96971
Finished
-
stacey
test_only
1m 46s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
72
11
true
true
2
0.097
0.65167
0.18687
4
0
7.5011e-8
0.47963
-
-
0.84913
0.64044
1.22674
1.08318
Finished
-
stacey
test_only
1m 46s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
73
11
true
true
2
0.097
0.6913
0.086813
4
0
8.3189e-8
0.46585
-
-
0.89161
0.65894
1.27631
1.14817
Finished
-
stacey
test_only
1m 50s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
67
12
true
true
2
0.097
0.62909
0.44256
4
0
8.6149e-8
0.48497
-
-
0.71676
0.61471
1.11704
1.27411
Failed
-
stacey
test_only
22s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
70
12
true
true
2
0.097
0.34601
0.000034145
0
0
8.7742e-8
0.27785
-
-
0.0076256
0.30609
2.92193
2.22428
Failed
-
stacey
test_only
21s
-
8
true
resnet18
10
fast.ai
[360,640]
0.001
-
69
8
true
true
2
0.097
0.33542
0.000080503
0
0
5.8867e-8
0.3211
-
-
0.070132
0.36152
3.71848
2.3708
Finished
9
stacey
10m 26s
7
true
resnet34
10
fast.ai
[360,640]
0.0012837
-
713
81
true
true
1
0.080983
0.85194
0.92178
4
0
0.000018262
0.76805
-
-
0.91418
0.84049
0.57174
0.5254
Finished
best mean iou in sweep
stacey
10m 16s
7
true
resnet34
10
fast.ai
[360,640]
0.0017514
-
690
96
true
true
2
0.072155
0.86981
0.93024
4
0
0.000019835
0.79094
-
-
0.9454
0.85705
0.57054
0.48752
Finished
-
stacey
10m 24s
8
true
resnet34
10
fast.ai
[360,640]
0.00088783
-
708
93
true
true
3
0.088007
0.8562
0.91625
4
0
2.8115e-7
0.7739
-
-
0.93214
0.84266
0.54693
0.51045
Failed
stopped early; can see how model learns border of sidewalk around cars as well
stacey
5m 15s
8
true
resnet34
10
fast.ai
[360,640]
0.0018797
-
703
99
true
true
3
0.078212
0.8049
0.86848
4
0
7.1199e-8
0.67959
-
-
0.92207
0.78261
0.89664
0.75748
Finished
5
stacey
10m 16s
8
true
resnet34
10
fast.ai
[360,640]
0.0019191
-
702
104
true
true
3
0.097697
0.84567
0.93242
4
0
0.0020818
0.7547
-
-
0.94428
0.82759
0.59981
0.58818
Finished
-
stacey
10m 37s
7
true
resnet34
10
fast.ai
[360,640]
0.0010165
-
720
98
true
true
2
0.080238
0.86309
0.89922
4
0
0.000015012
0.76669
-
-
0.93653
0.84235
0.55507
0.53756
Finished
-
stacey
10m 37s
7
true
resnet34
10
fast.ai
[360,640]
0.0012612
-
720
96
true
true
2
0.02674
0.8365
0.94093
4
0
7.6059e-8
0.75945
-
-
0.92764
0.82395
0.54621
0.6099
Finished
-
stacey
10m 18s
8
true
resnet34
10
fast.ai
[360,640]
0.0010496
-
693
110
true
true
3
0.083831
0.86088
0.91457
4
0
7.7097e-8
0.77282
-
-
0.95054
0.83892
0.56055
0.54428
1-20
of 84