Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_4595
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.38
9.55
9.61
model-npz/VGG16_optsgd_s100_e1_b4_lr001_6549.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.14
100
26.62
45
40.86
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_8143
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.36
9.11
9.14
model-npz/VGG16_optsgd_s100_e1_b4_lr0001_5428.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.38
100
27.52
45
40.9
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2051
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.37
9.32
9.35
model-npz/VGG16_optsgd_s100_e1_b4_lr00001_7184.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
4.9
100
20.81
43
39.68
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1437
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
1
13.09
13.13
model-npz/VGG16_optsgd_s100_e1_b8_lr001_3281.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
10.14
100
38.14
48
42.14
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_6379
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.02
13.29
13.33
model-npz/VGG16_optsgd_s100_e1_b8_lr00001_2882.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
8.92
100
34.76
48
41.97
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_2617
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
2.13
14.94
14.98
model-npz/VGG16_optsgd_s100_e1_b16_lr001_1701.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
10.57
100
42.08
50
43.98
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_3337
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
2.11
14.82
14.86
model-npz/VGG16_optsgd_s100_e1_b16_lr0001_6800.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
11.84
100
51.92
51
46.11
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_9382
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
2.13
14.92
14.96
model-npz/VGG16_optsgd_s100_e1_b16_lr00001_2199.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.28
100
47.08
52
46.36
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1142
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
4.88
19.53
19.56
model-npz/VGG16_optsgd_s100_e1_b32_lr001_3351.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
11.75
100
51.81
54
48.5
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_5237
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
4.85
19.44
19.49
model-npz/VGG16_optsgd_s100_e1_b32_lr0001_1436.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12.48
100
54.27
55
49.9
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1272
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
4.83
19.34
19.37
model-npz/VGG16_optsgd_s100_e1_b32_lr00001_2324.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
13.04
100
55.38
56
51.12
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_3368
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
18.31
36.64
36.67
model-npz/VGG16_optsgd_s100_e1_b64_lr001_1444.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
15.79
100
71.69
61
54.64
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2993
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
18.35
36.72
36.76
model-npz/VGG16_optsgd_s100_e1_b64_lr0001_9983.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
15.74
100
74.69
63
58.04
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1121
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
18.27
36.56
36.6
model-npz/VGG16_optsgd_s100_e1_b64_lr00001_3183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
15.62
100
71.04
64
59.39
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_1624
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.05
4.73
9.52
model-npz/VGG16_optsgd_s100_e2_b1_lr001_3067.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.93
100
19.47
59
53.93
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_2283
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.05
4.76
9.58
model-npz/VGG16_optsgd_s100_e2_b1_lr0001_4291.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
9.14
100
24.48
57
51.55
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_1099
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.05
4.68
9.39
model-npz/VGG16_optsgd_s100_e2_b1_lr00001_1458.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.33
100
14.93
55
49.8
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_3028
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.09
4.76
9.56
model-npz/VGG16_optsgd_s100_e2_b2_lr001_1424.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.79
100
28.25
54
47.79
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_3181
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.1
4.83
9.71
model-npz/VGG16_optsgd_s100_e2_b2_lr0001_1482.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
7.55
100
28.69
53
47.17
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_3006
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.09
4.71
9.45
model-npz/VGG16_optsgd_s100_e2_b2_lr00001_1665.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.04
100
23.79
52
46.43
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_1215
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.2
4.98
10.01
model-npz/VGG16_optsgd_s100_e2_b4_lr001_1824.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.87
100
27.65
51
45.48
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_1448
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.2
4.96
9.95
model-npz/VGG16_optsgd_s100_e2_b4_lr0001_5919.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
7.03
100
25.77
51
45.13
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_9516
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.2
4.97
9.98
model-npz/VGG16_optsgd_s100_e2_b4_lr00001_3180.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.3
100
28.17
50
44.73
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2125
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.52
6.79
13.62
model-npz/VGG16_optsgd_s100_e2_b8_lr001_1627.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
10.65
100
40.86
50
45.3
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2997
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.52
6.79
13.61
model-npz/VGG16_optsgd_s100_e2_b8_lr0001_2157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
10.32
100
37.18
52
45.97
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_5693
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.53
6.89
13.83
model-npz/VGG16_optsgd_s100_e2_b8_lr00001_7054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
11.24
100
42.38
51
46.51
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1421
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.11
7.79
15.63
model-npz/VGG16_optsgd_s100_e2_b16_lr001_1249.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
11.63
100
45.12
52
46.66
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1594
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.1
7.73
15.5
model-npz/VGG16_optsgd_s100_e2_b16_lr0001_1316.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
11.05
100
45
53
47.44
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_3008
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.1
7.75
15.57
model-npz/VGG16_optsgd_s100_e2_b16_lr00001_1931.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
10.37
100
40.88
53
47.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2873
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
2.51
10.04
20.15
model-npz/VGG16_optsgd_s100_e2_b32_lr001_3195.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
14.94
100
59.81
55
50.42
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_2311
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
2.48
9.95
19.97
model-npz/VGG16_optsgd_s100_e2_b32_lr0001_9136.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
12.56
100
55.8
55
50.8
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2149
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
2.45
9.84
19.72
model-npz/VGG16_optsgd_s100_e2_b32_lr00001_2747.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
14.33
100
57.9
57
52.25
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1310
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
9.22
18.45
36.98
model-npz/VGG16_optsgd_s100_e2_b64_lr001_9579.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
16.38
100
74.59
61
55.6
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_1333
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
9.25
18.52
37.1
model-npz/VGG16_optsgd_s100_e2_b64_lr0001_2552.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
15.6
100
73.88
64
58.21
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_2832
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
9.25
18.51
37.08
model-npz/VGG16_optsgd_s100_e2_b64_lr00001_2514.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
16.12
100
74.61
64
59.8
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2452
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.02
2.5
12.52
model-npz/VGG16_optsgd_s100_e5_b1_lr001_1986.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
11.27
91
30.03
61
54.76
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1164
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.02
2.54
12.71
model-npz/VGG16_optsgd_s100_e5_b1_lr0001_2507.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
13.32
100
33.03
59
53.59
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_2988
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.02
2.49
12.52
model-npz/VGG16_optsgd_s100_e5_b1_lr00001_9124.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
13.82
100
36.85
58
52.47
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_1218
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.05
2.33
11.69
model-npz/VGG16_optsgd_s100_e5_b2_lr001_1615.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
13.09
100
38.58
57
50.67
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2688
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.05
2.29
11.5
model-npz/VGG16_optsgd_s100_e5_b2_lr0001_1725.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
9.74
100
27.09
56
49.8
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2484
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.05
2.41
12.08
model-npz/VGG16_optsgd_s100_e5_b2_lr00001_1430.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
9.78
100
27.41
56
49.12
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1478
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.09
2.33
11.71
model-npz/VGG16_optsgd_s100_e5_b4_lr001_3185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
11.18
100
34.62
55
47.91
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1816
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.09
2.32
11.62
model-npz/VGG16_optsgd_s100_e5_b4_lr0001_2415.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
11.03
100
34.7
55
48
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1499
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.09
2.29
11.48
model-npz/VGG16_optsgd_s100_e5_b4_lr00001_3121.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.77
100
31.29
54
47.37
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_7032
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.24
3.08
15.45
model-npz/VGG16_optsgd_s100_e5_b8_lr001_2576.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
13.05
100
43.02
55
47.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2642
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.23
3.06
15.32
model-npz/VGG16_optsgd_s100_e5_b8_lr0001_1995.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
12.1
100
42.65
55
48.85
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_1747
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.23
3.05
15.3
model-npz/VGG16_optsgd_s100_e5_b8_lr00001_1980.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
13.12
100
45.5
56
49
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2200
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.47
3.31
16.58
model-npz/VGG16_optsgd_s100_e5_b16_lr001_2882.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
12.14
100
44.62
55
49.95
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_9267
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.48
3.36
16.85
model-npz/VGG16_optsgd_s100_e5_b16_lr0001_1489.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
13.63
100
48.77
56
50.47
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_5552
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.48
3.37
16.9
model-npz/VGG16_optsgd_s100_e5_b16_lr00001_1379.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
13.48
100
49.48
55
49.91
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2872
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
1.04
4.17
20.86
model-npz/VGG16_optsgd_s100_e5_b32_lr001_1754.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
17.29
100
64.84
57
52.04
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1639
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
1.05
4.2
21.03
model-npz/VGG16_optsgd_s100_e5_b32_lr0001_2011.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
16
100
59.63
57
53.1
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_9098
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.05
4.19
21.01
model-npz/VGG16_optsgd_s100_e5_b32_lr00001_2569.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
13.59
100
52.96
58
53.57
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1505
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
3.81
7.64
38.24
model-npz/VGG16_optsgd_s100_e5_b64_lr001_3132.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.53
100
74.06
62
57
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1351
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
3.82
7.65
38.29
model-npz/VGG16_optsgd_s100_e5_b64_lr0001_1107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
15.78
100
71.99
64
58.79
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2312
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
3.84
7.68
38.47
model-npz/VGG16_optsgd_s100_e5_b64_lr00001_1918.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
17.5
100
74.7
64
59.39
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2632
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.02
1.74
17.47
model-npz/VGG16_optsgd_s100_e10_b1_lr001_2632.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
18.22
100
43.47
61
55.84
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2960
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.02
1.74
17.49
model-npz/VGG16_optsgd_s100_e10_b1_lr0001_1134.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
17.8
100
42.8
61
55.27
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2220
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.02
1.73
17.4
model-npz/VGG16_optsgd_s100_e10_b1_lr00001_1163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
18.27
100
45.2
60
54.32
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1552
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.03
1.52
15.28
model-npz/VGG16_optsgd_s100_e10_b2_lr001_2445.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
16.39
100
41.66
60
53.61
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1834
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.03
1.52
15.21
model-npz/VGG16_optsgd_s100_e10_b2_lr0001_2381.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
16.15
100
42.34
59
52.15
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2647
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.03
1.51
15.13
model-npz/VGG16_optsgd_s100_e10_b2_lr00001_1399.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.68
100
39.45
59
52.45