Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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5,120
80
32
hbm2
1,130
640
12
1.31
100
6.46
39
37.96
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2936
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.83
10.83
21.71
model-npz/MobileNetV2_optsgd_s100_e2_b8_lr001_1050.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.96
57
6.17
40
38.35
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2290
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.82
10.69
21.42
model-npz/MobileNetV2_optsgd_s100_e2_b8_lr0001_2335.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.98
100
7.62
41
39.04
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_4019
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.83
10.83
21.69
model-npz/MobileNetV2_optsgd_s100_e2_b8_lr00001_1267.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.08
73
7.15
41
39.17
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1207
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.55
10.86
21.77
model-npz/MobileNetV2_optsgd_s100_e2_b16_lr001_1457.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.98
100
8.35
41
38.51
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2633
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.55
10.84
21.72
model-npz/MobileNetV2_optsgd_s100_e2_b16_lr0001_1817.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.04
99
8.33
41
38.74
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_5378
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.53
10.72
21.48
model-npz/MobileNetV2_optsgd_s100_e2_b16_lr00001_2391.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.87
60
6.09
41
39.17
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_1799
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
2.72
10.89
21.81
model-npz/MobileNetV2_optsgd_s100_e2_b32_lr001_1619.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
2.93
86
9.54
42
38.93
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3072
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
2.66
10.65
21.34
model-npz/MobileNetV2_optsgd_s100_e2_b32_lr0001_1223.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.62
65
7.36
43
39.36
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_7032
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
2.7
10.82
21.68
model-npz/MobileNetV2_optsgd_s100_e2_b32_lr00001_1479.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
2.58
100
9.15
42
39.75
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1459
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
5.57
11.16
22.35
model-npz/MobileNetV2_optsgd_s100_e2_b64_lr001_2666.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
4.33
83
9.89
45
40.44
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_2836
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
5.64
11.3
22.65
model-npz/MobileNetV2_optsgd_s100_e2_b64_lr0001_3930.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
4.36
100
12.8
46
41.21
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_2748
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
5.68
11.38
22.8
model-npz/MobileNetV2_optsgd_s100_e2_b64_lr00001_4025.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
4.96
100
13.16
46
40.89
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2094
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.08
7.68
38.44
model-npz/MobileNetV2_optsgd_s100_e5_b1_lr001_1808.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.19
100
8.48
42
39.53
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2774
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.08
7.78
38.94
model-npz/MobileNetV2_optsgd_s100_e5_b1_lr0001_2738.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.37
100
9.13
40
37.82
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_7924
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.08
7.82
39.13
model-npz/MobileNetV2_optsgd_s100_e5_b1_lr00001_1234.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.29
51
8.01
39
36.8
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_8271
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.12
5.93
29.68
model-npz/MobileNetV2_optsgd_s100_e5_b2_lr001_1345.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.42
100
9.04
38
36.48
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2934
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.11
5.8
29.08
model-npz/MobileNetV2_optsgd_s100_e5_b2_lr0001_2984.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
1.43
100
8.75
38
37
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2995
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.11
5.84
29.24
model-npz/MobileNetV2_optsgd_s100_e5_b2_lr00001_9698.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.21
48
6.06
39
37.81
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_9726
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.19
4.91
24.58
model-npz/MobileNetV2_optsgd_s100_e5_b4_lr001_3709.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.45
55
5.12
40
38.33
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1924
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.19
4.81
24.11
model-npz/MobileNetV2_optsgd_s100_e5_b4_lr0001_4423.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.5
87
6.81
39
38.53
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1185
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.19
4.85
24.33
model-npz/MobileNetV2_optsgd_s100_e5_b4_lr00001_2145.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
1.8
100
8.27
40
38.85
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_1723
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.36
4.75
23.82
model-npz/MobileNetV2_optsgd_s100_e5_b8_lr001_3262.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.46
71
8.08
41
39.25
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1421
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.35
4.64
23.25
model-npz/MobileNetV2_optsgd_s100_e5_b8_lr0001_8464.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.6
100
9.68
41
39.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_1312
1,000
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.04
44.97
449.74
model-npz/MobileNetV2_optadam_s1000_e10_b1_lr001_7737.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.91
39
15.95
29
28.48
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_3276
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.04
45.29
452.99
model-npz/MobileNetV2_optadam_s1000_e10_b1_lr0001_1772.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.91
53
16.28
31
29.15
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2314
1,000
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.04
45.55
455.57
model-npz/MobileNetV2_optadam_s1000_e10_b1_lr00001_1086.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.88
90
16.07
31
29.06
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1401
1,000
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.05
24.68
246.85
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr001_4126.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.6
100
18.77
32
29.79
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_2733
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.05
24.48
244.91
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr0001_1486.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
2.64
46
18.78
32
30.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2287
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.05
24.45
244.55
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr00001_5021.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
2.62
46
18.58
32
30.12
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_1819
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.05
13.58
135.86
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr001_7064.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
4.53
100
21
33
30.79
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_6203
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.05
14.12
141.27
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr0001_1598.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
4.3
44
19.47
33
30.95
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_4990
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.05
14.12
141.23
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr00001_1649.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.34
100
19.67
33
31.03
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_2244
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.07
8.83
88.33
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr001_1247.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
6.71
48
19.61
34
32.38
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_1683
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.07
8.85
88.56
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr0001_1207.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
6.58
100
20.23
35
33.45
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_7644
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.36
4.7
23.58
model-npz/MobileNetV2_optsgd_s100_e5_b8_lr00001_2590.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.49
73
7.98
35
33
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_4371
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.64
4.51
22.6
model-npz/MobileNetV2_optsgd_s100_e5_b16_lr001_1125.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.73
100
9.59
36
33.52
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_2457
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.62
4.38
21.95
model-npz/MobileNetV2_optsgd_s100_e5_b16_lr0001_1593.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.48
96
8.12
37
33.77
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_3336
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.65
4.54
22.77
model-npz/MobileNetV2_optsgd_s100_e5_b16_lr00001_1294.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.62
64
7.23
37
33.46
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_5326
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
1.12
4.48
22.46
model-npz/MobileNetV2_optsgd_s100_e5_b32_lr001_4245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.25
100
10.46
37
33.89
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_3163
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
1.12
4.48
22.46
model-npz/MobileNetV2_optsgd_s100_e5_b32_lr0001_2158.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.34
100
9.98
38
34.34
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_3055
100
224
224
3
10
sgd
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32
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22.69
model-npz/MobileNetV2_optsgd_s100_e5_b32_lr00001_5519.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
2.92
64
7.24
37
33.81
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_3606
100
224
224
3
10
sgd
5
64
0.01
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2.29
4.59
23.02
model-npz/MobileNetV2_optsgd_s100_e5_b64_lr001_2368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
4.67
100
12.56
40
34.58
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1725
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
2.31
4.63
23.22
model-npz/MobileNetV2_optsgd_s100_e5_b64_lr0001_8941.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
5.36
100
13.81
41
35.39
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2816
100
224
224
3
10
sgd
5
64
0.0001
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12.2
2.28
4.56
22.87
model-npz/MobileNetV2_optsgd_s100_e5_b64_lr00001_2144.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
4.68
100
12.25
41
35.05
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2443
100
224
224
3
10
sgd
10
1
0.01
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0.06
5.73
57.33
model-npz/MobileNetV2_optsgd_s100_e10_b1_lr001_1138.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
1.53
100
11.11
36
32.85
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_9513
100
224
224
3
10
sgd
10
1
0.001
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5.92
59.25
model-npz/MobileNetV2_optsgd_s100_e10_b1_lr0001_1105.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
1.37
100
9.41
32
31.32
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2564
100
224
224
3
10
sgd
10
1
0.0001
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12.2
0.06
5.9
59.06
model-npz/MobileNetV2_optsgd_s100_e10_b1_lr00001_1725.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.5
100
10.54
33
30.96
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_4261
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.08
3.94
39.43
model-npz/MobileNetV2_optsgd_s100_e10_b2_lr001_1314.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.77
100
9.91
32
31.06
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_2839
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.08
3.92
39.27
model-npz/MobileNetV2_optsgd_s100_e10_b2_lr0001_1020.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.83
100
9.98
33
31.78
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2735
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.08
3.91
39.13
model-npz/MobileNetV2_optsgd_s100_e10_b2_lr00001_2285.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.68
100
9.81
33
31.56
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_3396
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.12
2.93
29.37
model-npz/MobileNetV2_optsgd_s100_e10_b4_lr001_6794.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.28
55
8.01
34
31.97
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1550
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.12
2.98
29.89
model-npz/MobileNetV2_optsgd_s100_e10_b4_lr0001_3057.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.14
100
8.61
34
32.79
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1225
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.12
2.96
29.69
model-npz/MobileNetV2_optsgd_s100_e10_b4_lr00001_2626.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.27
39
9.14
34
32.37
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_6808
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.2
2.63
26.35
model-npz/MobileNetV2_optsgd_s100_e10_b8_lr001_1762.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.97
100
9.92
35
32.95
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_3161
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.2
2.64
26.43
model-npz/MobileNetV2_optsgd_s100_e10_b8_lr0001_1630.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
3.11
66
8.8
36
33.55
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_2855
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.2
2.63
26.39
model-npz/MobileNetV2_optsgd_s100_e10_b8_lr00001_2001.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.89
76
8.47
36
33.17
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_4327
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.34
2.42
24.26
model-npz/MobileNetV2_optsgd_s100_e10_b16_lr001_2852.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.95
100
12.03
37
33.34
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1584
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.34
2.41
24.12
model-npz/MobileNetV2_optsgd_s100_e10_b16_lr0001_2462.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.68
100
11.07
37
34.03
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1833
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.34
2.4
24.05
model-npz/MobileNetV2_optsgd_s100_e10_b16_lr00001_8054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.92
100
11.25
37
33.53
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1791
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.6
2.39
24.01
model-npz/MobileNetV2_optsgd_s100_e10_b32_lr001_1090.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
3.58
64
8.57
38
33.77
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_8686
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.58
2.34
23.51
model-npz/MobileNetV2_optsgd_s100_e10_b32_lr0001_3084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
4.18
100
11.21
39
34.49
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_7368
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.59
2.38
23.9
model-npz/MobileNetV2_optsgd_s100_e10_b32_lr00001_2260.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
4
100
11.37
39
34.08