Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

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model-npz/MobileNet_optsgd_s100_e1_b1_lr001_2789.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
1.16
100
8.38
37
36.32
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_2652
100
224
224
3
10
sgd
1
1
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13.23
13.26
model-npz/MobileNet_optsgd_s100_e1_b1_lr0001_8735.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
1.13
100
9.18
37
35.26
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_6188
100
224
224
3
10
sgd
1
1
0.0001
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12.2
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12.98
13.01
model-npz/MobileNet_optsgd_s100_e1_b1_lr00001_3001.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.82
87
5.1
36
35.95
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_3091
100
224
224
3
10
sgd
1
2
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12.16
model-npz/MobileNet_optsgd_s100_e1_b2_lr001_1107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.74
100
5.51
36
35.6
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1879
100
224
224
3
10
sgd
1
2
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12.33
12.35
model-npz/MobileNet_optsgd_s100_e1_b2_lr0001_6703.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.23
100
9.37
37
36.09
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1595
100
224
224
3
10
sgd
1
2
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12.34
12.38
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.83
100
6.03
37
36.03
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_2909
100
224
224
3
10
sgd
1
4
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11.67
11.71
model-npz/MobileNet_optsgd_s100_e1_b4_lr001_2796.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.91
100
6.4
37
36.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_1251
100
224
224
3
10
sgd
1
4
0.001
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0.47
11.77
11.8
model-npz/MobileNet_optsgd_s100_e1_b4_lr0001_1643.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
1.2
100
6.63
37
36.17
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2099
100
224
224
3
10
sgd
1
4
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11.48
11.5
model-npz/MobileNet_optsgd_s100_e1_b4_lr00001_5618.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.86
100
5.47
37
35.44
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1764
100
224
224
3
10
sgd
1
8
0.01
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12.48
12.51
model-npz/MobileNet_optsgd_s100_e1_b8_lr001_5924.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.69
67
6.81
38
36.22
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2385
100
224
224
3
10
sgd
1
8
0.001
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12.46
12.5
model-npz/MobileNet_optsgd_s100_e1_b8_lr0001_8851.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.5
100
7.13
37
35.97
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3299
100
224
224
3
10
sgd
1
8
0.0001
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12.2
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12.61
12.65
model-npz/MobileNet_optsgd_s100_e1_b8_lr00001_2937.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.81
100
8.57
38
36.41
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_3365
100
224
224
3
10
sgd
1
16
0.01
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12.2
1.8
12.6
12.64
model-npz/MobileNet_optsgd_s100_e1_b16_lr001_4027.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.39
100
9.44
39
37.06
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_1157
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
1.79
12.55
12.58
model-npz/MobileNet_optsgd_s100_e1_b16_lr0001_1187.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.43
100
10.46
39
36.57
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_2814
100
224
224
3
10
sgd
1
16
0.0001
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12.39
12.43
model-npz/MobileNet_optsgd_s100_e1_b16_lr00001_1859.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.41
100
9.41
39
37.3
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2749
100
224
224
3
10
sgd
1
32
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12.57
12.61
model-npz/MobileNet_optsgd_s100_e1_b32_lr001_1095.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
3.57
100
10.27
41
37.65
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_1994
100
224
224
3
10
sgd
1
32
0.001
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12.77
12.81
model-npz/MobileNet_optsgd_s100_e1_b32_lr0001_3112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
3.28
100
11.56
40
37.39
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_2351
100
224
224
3
10
sgd
1
32
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12.79
12.83
model-npz/MobileNet_optsgd_s100_e1_b32_lr00001_2765.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.86
100
12.86
40
37.95
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2565
100
224
224
3
10
sgd
1
64
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13.8
13.83
model-npz/MobileNet_optsgd_s100_e1_b64_lr001_2525.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
6.15
100
16.15
44
38.5
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_9751
100
224
224
3
10
sgd
1
64
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6.92
13.86
13.9
model-npz/MobileNet_optsgd_s100_e1_b64_lr0001_3261.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
6.46
100
17.51
45
39.44
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1126
100
224
224
3
10
sgd
1
64
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13.8
model-npz/MobileNet_optsgd_s100_e1_b64_lr00001_2047.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
5.49
100
16.33
45
39.9
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_7562
100
224
224
3
10
sgd
2
1
0.01
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7.61
15.25
model-npz/MobileNet_optsgd_s100_e2_b1_lr001_8669.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
1.02
100
6.81
40
37.6
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_4435
100
224
224
3
10
sgd
2
1
0.001
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7.66
15.35
model-npz/MobileNet_optsgd_s100_e2_b1_lr0001_1294.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.33
100
7.21
38
37.31
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_8283
100
224
224
3
10
sgd
2
1
0.0001
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7.59
15.22
model-npz/MobileNet_optsgd_s100_e2_b1_lr00001_2544.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
1.15
100
7.15
38
36.17
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_9067
100
224
224
3
10
sgd
2
2
0.01
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6.54
13.13
model-npz/MobileNet_optsgd_s100_e2_b2_lr001_1911.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.37
100
7.53
38
36.39
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2650
100
224
224
3
10
sgd
2
2
0.001
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12.2
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6.59
13.21
model-npz/MobileNet_optsgd_s100_e2_b2_lr0001_2546.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
1.11
100
7.03
37
35.66
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_7638
100
224
224
3
10
sgd
2
2
0.0001
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6.83
13.71
model-npz/MobileNet_optsgd_s100_e2_b2_lr00001_3442.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.39
100
8.18
37
36.16
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2360
100
224
224
3
10
sgd
2
4
0.01
2.15.1
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6.13
12.31
model-npz/MobileNet_optsgd_s100_e2_b4_lr001_2100.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.05
37
5.05
37
35.78
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_1201
100
224
224
3
10
sgd
2
4
0.001
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12.2
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6.1
12.24
model-npz/MobileNet_optsgd_s100_e2_b4_lr0001_2398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
1.37
100
7.95
38
36.16
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_1937
100
224
224
3
10
sgd
2
4
0.0001
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6.11
12.24
model-npz/MobileNet_optsgd_s100_e2_b4_lr00001_2300.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
1.43
100
7.37
38
36.4
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2758
100
224
224
3
10
sgd
2
8
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6.35
12.73
model-npz/MobileNet_optsgd_s100_e2_b8_lr001_1677.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.38
100
9.68
38
35.59
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_3203
100
224
224
3
10
sgd
2
8
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6.37
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model-npz/MobileNet_optsgd_s100_e2_b8_lr0001_1021.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.66
100
10.34
39
36.37
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2916
100
224
224
3
10
sgd
2
8
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0.48
6.27
12.58
model-npz/MobileNet_optsgd_s100_e2_b8_lr00001_1268.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2
100
9.5
39
36.47
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1231
100
224
224
3
10
sgd
2
16
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6.3
12.65
model-npz/MobileNet_optsgd_s100_e2_b16_lr001_1305.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.33
100
7.31
40
37.17
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2644
100
224
224
3
10
sgd
2
16
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12.49
model-npz/MobileNet_optsgd_s100_e2_b16_lr0001_1469.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.22
54
9.36
39
37.25
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_6578
100
224
224
3
10
sgd
2
16
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6.23
12.5
model-npz/MobileNet_optsgd_s100_e2_b16_lr00001_1283.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.19
100
8.46
40
37.51
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2702
100
224
224
3
10
sgd
2
32
0.01
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1.59
6.38
12.8
model-npz/MobileNet_optsgd_s100_e2_b32_lr001_2353.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.24
100
11.41
40
37.95
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_1758
100
224
224
3
10
sgd
2
32
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12.2
1.6
6.43
12.91
model-npz/MobileNet_optsgd_s100_e2_b32_lr0001_1354.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
3.95
100
14.11
41
37.54
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_7913
100
224
224
3
10
sgd
2
32
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model-npz/MobileNet_optsgd_s100_e2_b32_lr00001_2985.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
3.24
68
10.41
41
38.41
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1959
100
224
224
3
10
sgd
2
64
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3.44
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model-npz/MobileNet_optsgd_s100_e2_b64_lr001_5459.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
5.9
100
17.93
45
38.98
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_2845
100
224
224
3
10
sgd
2
64
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3.41
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13.69
model-npz/MobileNet_optsgd_s100_e2_b64_lr0001_2856.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
5.87
100
15.55
45
40.03
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1054
100
224
224
3
10
sgd
2
64
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3.49
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14.01
model-npz/MobileNet_optsgd_s100_e2_b64_lr00001_1306.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
6.84
100
17.92
46
40.68
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2515
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.04
4.16
20.83
model-npz/MobileNet_optsgd_s100_e5_b1_lr001_4811.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
1.6
100
8.62
41
38.94
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_8486
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.04
4.07
20.38
model-npz/MobileNet_optsgd_s100_e5_b1_lr0001_2134.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.1
87
10.59
39
38.33
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_6948
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.04
4.08
20.44
model-npz/MobileNet_optsgd_s100_e5_b1_lr00001_1544.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
2.04
100
11.44
39
38.08
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_3057
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.06
3.23
16.19
model-npz/MobileNet_optsgd_s100_e5_b2_lr001_4747.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
1.58
100
8.24
38
37.22
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1124
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.06
3.23
16.21
model-npz/MobileNet_optsgd_s100_e5_b2_lr0001_3238.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
1.63
100
8.72
38
37.28
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_9844
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.06
3.18
15.94
model-npz/MobileNet_optsgd_s100_e5_b2_lr00001_3492.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
1.93
100
11.17
38
36.56
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_2250
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.11
2.78
13.94
model-npz/MobileNet_optsgd_s100_e5_b4_lr001_2468.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.27
100
10.82
39
37.1
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1963
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.11
2.71
13.59
model-npz/MobileNet_optsgd_s100_e5_b4_lr0001_3821.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
2.11
100
11
38
36.89
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_3885
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.11
2.75
13.79
model-npz/MobileNet_optsgd_s100_e5_b4_lr00001_2381.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
2.03
100
10.61
39
37.24
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_1119
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.2
2.68
13.44
model-npz/MobileNet_optsgd_s100_e5_b8_lr001_9847.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.87
100
11.03
40
37.45
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_8111
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.2
2.65
13.3
model-npz/MobileNet_optsgd_s100_e5_b8_lr0001_2865.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.51
100
9.78
40
37.14
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_2273
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.21
2.7
13.57
model-npz/MobileNet_optsgd_s100_e5_b8_lr00001_2418.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.7
100
10.22
41
37.62
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2339
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.37
2.63
13.19
model-npz/MobileNet_optsgd_s100_e5_b16_lr001_5165.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
2.82
100
10.18
41
37.69
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_3023
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.38
2.69
13.49
model-npz/MobileNet_optsgd_s100_e5_b16_lr0001_7633.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.03
100
12.5
41
38.25
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_2892
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.37
2.62
13.17
model-npz/MobileNet_optsgd_s100_e5_b16_lr00001_9764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.7
100
11.43
42
38.27
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_1666
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.68
2.71
13.62
model-npz/MobileNet_optsgd_s100_e5_b32_lr001_2668.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
4
100
11.36
43
38.67
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_6115
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.66
2.64
13.26
model-npz/MobileNet_optsgd_s100_e5_b32_lr0001_9728.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.61
81
10.24
43
39.05
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1847
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.67
2.68
13.43
model-npz/MobileNet_optsgd_s100_e5_b32_lr00001_2212.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
4.16
73
10.76
41
38.49
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_2352
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.45
2.91
14.59
model-npz/MobileNet_optsgd_s100_e5_b64_lr001_7445.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
5.85
100
15.66
44
39.27
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1387
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.43
2.86
14.37
model-npz/MobileNet_optsgd_s100_e5_b64_lr0001_3123.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
7.29
100
18.61
45
40.05