Placidus36's workspace
Runs
91
Name
91 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
DATA.AUG_TEST
DATA.AUG_TRAIN
DATA.AUG_TRAIN_PARAMS.n_level
DATA.AUG_TRAIN_PARAMS.n_select
DATA.BATCH_SIZE
DATA.DATASET
DATA.DATA_PATH
DATA.VAL_RATIO
MODEL.BACKBONE
MODEL.DEPTH_MULTIPLE
MODEL.INPUT_CHANNEL
MODEL.INPUT_SIZE
MODEL.WIDTH_MULTIPLE
MODEL_INFO.m1.repeat
MODEL_INFO.m1.stride
MODEL_INFO.m1.type
MODEL_INFO.m2.repeat
MODEL_INFO.m2.stride
MODEL_INFO.m2.type
MODEL_INFO.m3.repeat
MODEL_INFO.m3.stride
MODEL_INFO.m3.type
MODEL_INFO.m4.repeat
MODEL_INFO.m4.stride
MODEL_INFO.m4.type
MODEL_INFO.m5.repeat
MODEL_INFO.m5.stride
MODEL_INFO.m5.type
MODEL_INFO.m6.repeat
MODEL_INFO.m6.stride
MODEL_INFO.m6.type
MODEL_INFO.m7.repeat
MODEL_INFO.m7.stride
MODEL_INFO.m7.type
PERFORMANCE.acc
PERFORMANCE.params
PERFORMANCE.time(ms)
lr
test/acc(%)
test/loss
train/acc(%)
train/loss
Finished
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placidus36
v2_4
19m 12s
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0
21608
2.53019
4.0110e-7
81.53
0.55691
74.01
0.74157
Finished
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placidus36
mobilenetv3
1h 49m 3s
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0
4209228
6.97162
4.0110e-7
78.36
0.63055
69.1
0.86823
Finished
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placidus36
mobilenetv2
1h 42m 28s
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0
2236692
6.01748
4.0110e-7
77.87
0.63387
70.03
0.86525
Finished
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placidus36
automl101_v2
58m 58s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[40,3,1,null,"ReLU"]],[2,"InvertedResidualv3",[3,6,16,0,1,1]],[2,"Conv",[40,3,1,null,1,"Hardswish"]],[2,"MBConv",[5,56,2,5]],[3,"InvertedResidualv3",[5,4.3,32,0,1,2]],[5,"InvertedResidualv3",[5,1.9,144,1,1,1]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
1
3
[32,32]
1
1
1
DWConv
2
1
InvertedResidualv3
2
1
Conv
2
2
MBConv
3
2
InvertedResidualv3
5
1
InvertedResidualv3
2
1
Pass
0
742080
8.44937
4.0110e-7
85.48
0.43021
78.7
0.59363
Finished
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placidus36
automl101_v2
46m 22s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[40,3,1,null,"ReLU"]],[2,"InvertedResidualv3",[3,1.6,16,0,0,1]],[2,"InvertedResidualv3",[3,5.5,32,0,0,1]],[2,"MBConv",[5,56,2,5]],[3,"DWConv",[40,3,1,null,"Hardswish"]],[5,"InvertedResidualv2",[32,6,2]],[1,"Conv",[896,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
1
3
[32,32]
0.75
1
1
DWConv
2
1
InvertedResidualv3
2
1
InvertedResidualv3
2
2
MBConv
3
1
DWConv
5
2
InvertedResidualv2
2
1
Pass
0
103716
14.4029
4.0110e-7
83.23
0.48658
73.47
0.75982
Finished
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placidus36
automl101_v2
45m 28s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[40,3,1,null,"ReLU"]],[2,"InvertedResidualv3",[3,1.7,16,0,0,1]],[2,"InvertedResidualv3",[3,2.4,16,1,1,1]],[2,"InvertedResidualv2",[64,1,2]],[3,"DWConv",[40,3,1,null,"Hardswish"]],[5,"InvertedResidualv2",[96,1,2]],[1,"InvertedResidualv2",[16,6,1]],[1,"Conv",[896,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
1
3
[32,32]
1
1
1
DWConv
2
1
InvertedResidualv3
2
1
InvertedResidualv3
2
2
InvertedResidualv2
3
1
DWConv
5
2
InvertedResidualv2
1
1
InvertedResidualv2
0
166460
4.42584
4.0110e-7
85.4
0.45048
75.32
0.7015
Finished
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placidus36
automl101_v2
43m 45s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[2,"InvertedResidualv3",[3,2,8,1,0,1]],[2,"InvertedResidualv3",[3,2.5,16,1,1,1]],[2,"InvertedResidualv2",[64,1,2]],[3,"DWConv",[32,5,1,null,"Hardswish"]],[5,"InvertedResidualv2",[96,1,2]],[1,"InvertedResidualv2",[16,6,1]],[1,"Conv",[896,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
1
3
[32,32]
1
1
1
DWConv
2
1
InvertedResidualv3
2
1
InvertedResidualv3
2
2
InvertedResidualv2
3
1
DWConv
5
2
InvertedResidualv2
1
1
InvertedResidualv2
0
163092
6.01247
4.0110e-7
83.68
0.47485
73.52
0.73819
Finished
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placidus36
automl101_v2
43m 44s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[2,"InvertedResidualv3",[3,2,8,1,0,1]],[2,"InvertedResidualv3",[3,2.4,16,1,1,1]],[2,"InvertedResidualv2",[64,1,2]],[3,"DWConv",[32,5,1,null,"Hardswish"]],[5,"InvertedResidualv2",[96,1,2]],[1,"InvertedResidualv2",[16,8,1]],[1,"Conv",[896,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
1
3
[32,32]
1
1
1
DWConv
2
1
InvertedResidualv3
2
1
InvertedResidualv3
2
2
InvertedResidualv2
3
1
DWConv
5
2
InvertedResidualv2
1
1
InvertedResidualv2
0
187092
3.77981
4.0110e-7
84.71
0.45238
75.35
0.70049
Finished
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placidus36
automl101_v2
29m 12s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"InvertedResidualv3",[3,2.1,8,1,0,1]],[1,"InvertedResidualv2",[64,1,2]],[4,"DWConv",[32,5,1,null,"Hardswish"]],[5,"DWConv",[32,5,1,null,"ReLU6"]],[1,"Conv",[896,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
1
3
[32,32]
0.5
1
1
DWConv
3
1
InvertedResidualv3
3
1
Pass
1
2
InvertedResidualv2
4
1
DWConv
5
1
DWConv
1
1
Pass
0
22020
3.58992
4.0110e-7
70.17
0.84835
55.27
1.24379
Finished
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placidus36
automl101_v2
38m 2s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[4,24,1,3]],[2,"MBConv",[4,24,1,3]],[1,"MBConv",[5,56,2,5]],[4,"InvertedResidualv3",[5,4.9,64,0,1,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
2
1
MBConv
1
2
MBConv
4
2
InvertedResidualv3
5
1
DWConv
1
1
Pass
0
54376
6.19804
4.0110e-7
82.2
0.52631
70.42
0.82789
Finished
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placidus36
automl101_v2
39m 37s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[4,24,1,3]],[2,"MBConv",[4,24,1,3]],[1,"InvertedResidualv3",[3,3.6,64,1,0,2]],[4,"InvertedResidualv3",[5,4,64,0,1,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[1,"InvertedResidualv2",[16,8,1]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
2
1
MBConv
1
2
InvertedResidualv3
4
2
InvertedResidualv3
5
1
DWConv
1
1
InvertedResidualv2
0
59502
6.3463
4.0110e-7
82.31
0.51902
70.4
0.83313
Finished
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placidus36
automl101_v2
41m 54s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[5,24,1,3]],[3,"MBConv",[2,32,1,3]],[1,"InvertedResidualv3",[3,3.6,72,1,0,2]],[4,"InvertedResidualv3",[5,4.9,64,0,1,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[2,"InvertedResidualv2",[16,8,1]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
MBConv
1
2
InvertedResidualv3
4
2
InvertedResidualv3
5
1
DWConv
2
1
InvertedResidualv2
0
75814
6.28884
4.0110e-7
83.29
0.49874
72.35
0.78405
Finished
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placidus36
automl101_v2
26m 32s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[5,8,1,3]],[3,"MBConv",[2,32,1,3]],[1,"InvertedResidualv3",[3,3.4,72,1,0,2]],[4,"InvertedResidualv3",[5,5.1,64,0,0,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[2,"MBConv",[6,112,1,5]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.25
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
MBConv
1
2
InvertedResidualv3
4
2
InvertedResidualv3
5
1
DWConv
2
1
MBConv
0
42846
3.88676
4.0110e-7
80.15
0.57556
67.32
0.93511
Finished
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placidus36
automl101_v2
23m 25s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[24,3,1,null,"ReLU"]],[3,"MBConv",[5,8,1,3]],[1,"MBConv",[6,24,2,3]],[4,"InvertedResidualv3",[5,6,80,0,0,2]],[5,"DWConv",[24,5,1,null,"Hardswish"]],[2,"MBConv",[6,96,1,5]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.25
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
Pass
1
2
MBConv
4
2
InvertedResidualv3
5
1
DWConv
2
1
MBConv
0
25294
3.3891
4.0110e-7
77.23
0.6628
63.12
1.04437
Finished
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placidus36
automl101_v2
39m 14s
-
simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[5,16,1,3]],[3,"MBConv",[4,32,1,3]],[1,"InvertedResidualv3",[3,3.5,72,1,0,2]],[4,"InvertedResidualv3",[5,6,80,0,0,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
MBConv
1
2
InvertedResidualv3
4
2
InvertedResidualv3
5
1
DWConv
2
1
Pass
0
103118
5.49069
4.0110e-7
84.16
0.4755
73.56
0.76028
Finished
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placidus36
automl101_v2
52m 13s
-
simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[5,16,1,3]],[3,"MBConv",[2,32,1,3]],[1,"InvertedResidualv3",[3,3.4,72,1,0,2]],[4,"InvertedResidualv3",[5,5.9,80,0,0,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[2,"MBConv",[8,32,1,5]],[1,"Conv",[768,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
MBConv
1
2
InvertedResidualv3
4
2
InvertedResidualv3
5
1
DWConv
2
1
MBConv
0
110132
7.58579
4.0110e-7
83.34
0.48152
73.51
0.75549
Finished
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placidus36
automl101_v2
55m 31s
-
simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[24,3,1,null,"ReLU"]],[3,"InvertedResidualv2",[32,7,1]],[2,"MBConv",[6,32,2,5]],[3,"InvertedResidualv3",[5,6,80,0,0,2]],[5,"InvertedResidualv3",[5,2.8,128,0,1,1]],[2,"MBConv",[8,32,1,5]],[1,"Conv",[640,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.75
1
1
DWConv
3
1
InvertedResidualv2
3
1
Pass
2
2
MBConv
3
2
InvertedResidualv3
5
1
InvertedResidualv3
2
1
MBConv
0
467878
6.15367
4.0110e-7
86.58
0.41197
80.92
0.56059
Finished
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placidus36
automl101_v2
53m 11s
-
simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[24,3,1,null,"ReLU"]],[3,"InvertedResidualv2",[32,7,1]],[3,"MBConv",[1,40,1,3]],[1,"MBConv",[6,32,2,3]],[3,"InvertedResidualv3",[5,5.9,80,0,0,2]],[5,"InvertedResidualv3",[5,2.8,128,0,1,1]],[2,"MBConv",[8,16,1,5]],[1,"Conv",[640,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
InvertedResidualv2
3
1
MBConv
1
2
MBConv
3
2
InvertedResidualv3
5
1
InvertedResidualv3
2
1
MBConv
0
223302
6.69912
4.0110e-7
83.69
0.47742
75.35
0.714
Finished
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placidus36
automl101_v2
36m 32s
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simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[5,24,1,3]],[3,"MBConv",[1,40,1,3]],[1,"InvertedResidualv3",[3,5.2,72,0,0,2]],[4,"InvertedResidualv3",[5,5,64,0,0,2]],[5,"DWConv",[32,5,1,null,"Hardswish"]],[2,"Conv",[32,1,1,null,1,"Hardswish"]],[1,"Conv",[640,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
MBConv
1
2
InvertedResidualv3
4
2
InvertedResidualv3
5
1
DWConv
2
1
Conv
0
70806
5.12796
4.0110e-7
82.06
0.5214
70.96
0.83021
Finished
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placidus36
automl101_v2
40m 18s
-
simple_augment_test
randaugment_train
16
2
128
CIFAR10
./save/data
0.8
[[1,"DWConv",[32,3,1,null,"ReLU"]],[3,"MBConv",[6,32,1,3]],[3,"MBConv",[1,40,1,3]],[1,"InvertedResidualv3",[3,5,24,0,0,2]],[4,"C3Bottleneck",[32]],[4,"DWConv",[32,3,1,null,"Hardswish"]],[2,"Conv",[32,1,1,null,1,"Hardswish"]],[1,"Conv",[512,1,1]],[1,"GlobalAvgPool",[]],[1,"FixedConv",[10,1,1,null,1,null]]]
0.75
3
[32,32]
0.5
1
1
DWConv
3
1
MBConv
3
1
MBConv
1
2
InvertedResidualv3
4
1
C3Bottleneck
4
1
DWConv
2
1
Conv
0
20518
6.32047
4.0110e-7
69.91
0.85678
55.38
1.23674
1-20
of 91