Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_1631
10
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.16
1.65
8.26
model-npz/VGG19_optsgd_s10_e5_b1_lr001_2421.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
5.81
100
16.89
51
47.48
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_1548
10
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.16
1.63
8.17
model-npz/VGG19_optsgd_s10_e5_b1_lr0001_2402.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
4.73
100
15.08
51
46.31
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_5561
10
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.17
1.66
8.35
model-npz/VGG19_optsgd_s10_e5_b1_lr00001_5663.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
4.23
100
17.31
51
46.42
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1122
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.35
1.77
8.91
model-npz/VGG19_optsgd_s10_e5_b2_lr001_2914.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
6.55
100
24.83
49
46.41
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_8222
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.35
1.76
8.85
model-npz/VGG19_optsgd_s10_e5_b2_lr0001_7819.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.07
100
22.79
49
45.79
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2705
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.35
1.75
8.8
model-npz/VGG19_optsgd_s10_e5_b2_lr00001_9855.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
5.93
100
21.85
50
46.11
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1511
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.79
2.37
11.91
model-npz/VGG19_optsgd_s10_e5_b4_lr001_1090.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.91
100
30.52
52
46.91
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_8578
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.77
2.33
11.7
model-npz/VGG19_optsgd_s10_e5_b4_lr0001_1202.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
8.44
100
32.53
53
47.12
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_8401
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.78
2.36
11.83
model-npz/VGG19_optsgd_s10_e5_b4_lr00001_2070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.97
100
30.97
53
47.79
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1484
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
1.26
2.53
12.7
model-npz/VGG19_optsgd_s10_e5_b8_lr001_1281.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
10.26
100
36.69
54
48.66
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_2543
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
1.26
2.52
12.64
model-npz/VGG19_optsgd_s10_e5_b8_lr0001_3098.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.91
100
32.83
53
48.51
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_3225
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
1.28
2.57
12.87
model-npz/VGG19_optsgd_s10_e5_b8_lr00001_2818.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.54
100
30.91
55
49.54
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_6119
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.09
0.91
9.09
model-npz/VGG19_optsgd_s10_e10_b1_lr001_1328.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6
100
21.04
54
48.59
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2854
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.09
0.89
8.99
model-npz/VGG19_optsgd_s10_e10_b1_lr0001_2103.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
7.3
100
24.07
54
47.85
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2562
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.09
0.9
9
model-npz/VGG19_optsgd_s10_e10_b1_lr00001_3027.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.48
100
18.33
53
47.63
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_1887
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.19
0.94
9.44
model-npz/VGG19_optsgd_s10_e10_b2_lr001_1009.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
5.34
100
22.97
53
47.59
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_2078
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.19
0.94
9.49
model-npz/VGG19_optsgd_s10_e10_b2_lr0001_2824.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.54
99
24.39
53
47.43
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1884
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.18
0.93
9.32
model-npz/VGG19_optsgd_s10_e10_b2_lr00001_4555.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.59
100
26.15
53
47.26
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1934
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.4
1.21
12.12
model-npz/VGG19_optsgd_s10_e10_b4_lr001_5312.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.56
100
34.71
54
48.03
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_2406
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.4
1.22
12.22
model-npz/VGG19_optsgd_s10_e10_b4_lr0001_2679.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
9.51
100
33.54
55
48.23
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2615
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.4
1.22
12.21
model-npz/VGG19_optsgd_s10_e10_b4_lr00001_1906.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.03
100
34.24
54
48.79
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2745
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.65
1.3
13.02
model-npz/VGG19_optsgd_s10_e10_b8_lr001_1222.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
10.92
100
39.73
55
49.73
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_3035
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.65
1.31
13.19
model-npz/VGG19_optsgd_s10_e10_b8_lr0001_2636.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
9.2
100
32.43
55
49.46
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1676
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.65
1.31
13.17
model-npz/VGG19_optsgd_s10_e10_b8_lr00001_4816.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
9.16
100
37.79
55
49.79
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_5634
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.09
9.14
9.2
model-npz/VGG19_optsgd_s100_e1_b1_lr001_2338.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.54
100
16.25
55
48.86
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_4743
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.09
8.84
8.88
model-npz/VGG19_optsgd_s100_e1_b1_lr0001_3254.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.1
100
20.14
54
47.48
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_4540
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.09
8.74
8.78
model-npz/VGG19_optsgd_s100_e1_b1_lr00001_2479.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.52
100
22.19
54
47.96
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_2487
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.19
9.37
9.39
model-npz/VGG19_optsgd_s100_e1_b2_lr001_3265.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.07
100
23.63
53
47.7
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_7887
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.18
9.14
9.18
model-npz/VGG19_optsgd_s100_e1_b2_lr0001_1083.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.61
100
23.25
53
46.82
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_3780
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.18
9.2
9.24
model-npz/VGG19_optsgd_s100_e1_b2_lr00001_2264.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.54
100
26.75
52
47.25
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1166
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.39
9.75
9.78
model-npz/VGG19_optsgd_s100_e1_b4_lr001_1812.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.16
100
23.9
51
47.23
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_1964
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.4
10.01
10.04
model-npz/VGG19_optsgd_s100_e1_b4_lr0001_1048.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.06
100
23.26
51
46.48
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_1966
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.39
9.75
9.77
model-npz/VGG19_optsgd_s100_e1_b4_lr00001_1853.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
6.16
100
23.55
51
46.77
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_2194
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
1.05
13.66
13.7
model-npz/VGG19_optsgd_s100_e1_b8_lr001_2174.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.62
100
40
55
48.49
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_3190
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
1.05
13.68
13.71
model-npz/VGG19_optsgd_s100_e1_b8_lr0001_7409.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
11.11
100
45.51
55
49.11
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_2851
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.05
13.72
13.75
model-npz/VGG19_optsgd_s100_e1_b8_lr00001_9888.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
7.76
100
31.84
56
49.95
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_3270
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
2.15
15.07
15.12
model-npz/VGG19_optsgd_s100_e1_b16_lr001_3012.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
9.44
100
42.26
57
51.49
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_5322
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
2.21
15.5
15.53
model-npz/VGG19_optsgd_s100_e1_b16_lr0001_5761.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
11.32
100
48.88
58
52.15
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1101
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
2.2
15.4
15.44
model-npz/VGG19_optsgd_s100_e1_b16_lr00001_6203.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
10.95
100
40.81
58
52.4
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_6776
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
4.96
19.85
19.88
model-npz/VGG19_optsgd_s100_e1_b32_lr001_3094.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
12.65
100
55.29
60
55.04
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_5420
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
4.94
19.79
19.82
model-npz/VGG19_optsgd_s100_e1_b32_lr0001_2692.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
11.92
100
52.02
61
56.22
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_7814
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
4.94
19.78
19.81
model-npz/VGG19_optsgd_s100_e1_b32_lr00001_4380.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
12.1
100
50.39
62
56.65
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2455
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
18.43
36.88
36.91
model-npz/VGG19_optsgd_s100_e1_b64_lr001_1793.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
14.89
100
71.62
67
61.16
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_4289
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
18.48
36.97
37
model-npz/VGG19_optsgd_s100_e1_b64_lr0001_2346.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
14.82
100
70.01
68
62.73
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2154
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
18.52
37.06
37.09
model-npz/VGG19_optsgd_s100_e1_b64_lr00001_2506.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
15.48
100
74.01
69
64.02
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_1741
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.05
4.9
9.82
model-npz/VGG19_optsgd_s100_e2_b1_lr001_1137.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.23
100
19.29
64
58.58
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_2971
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.05
5.15
10.34
model-npz/VGG19_optsgd_s100_e2_b1_lr0001_1340.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
9.45
100
27.61
61
55.1
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_2708
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.05
5.09
10.21
model-npz/VGG19_optsgd_s100_e2_b1_lr00001_2185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.52
100
22.65
60
53.77
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2333
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.1
5.09
10.21
model-npz/VGG19_optsgd_s100_e2_b2_lr001_7562.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.47
100
27.9
59
53.03
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2240
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.1
5.06
10.16
model-npz/VGG19_optsgd_s100_e2_b2_lr0001_2578.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
7.21
100
23.42
58
51
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_2179
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.1
5.04
10.12
model-npz/VGG19_optsgd_s100_e2_b2_lr00001_2568.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.13
100
24.9
57
51.03
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_7161
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.21
5.29
10.61
model-npz/VGG19_optsgd_s100_e2_b4_lr001_1659.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
9.26
100
31.65
57
50.77
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2534
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.23
5.64
11.31
model-npz/VGG19_optsgd_s100_e2_b4_lr0001_1381.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.61
100
25.1
56
49.77
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_1407
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.21
5.2
10.43
model-npz/VGG19_optsgd_s100_e2_b4_lr00001_1399.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.67
100
24.61
56
49.7
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_8541
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.55
7.12
14.29
model-npz/VGG19_optsgd_s100_e2_b8_lr001_2021.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
9.77
100
38.21
57
50.95
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1003
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.55
7.17
14.38
model-npz/VGG19_optsgd_s100_e2_b8_lr0001_2281.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
11.51
100
43.73
57
51.3
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2431
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.54
7.1
14.24
model-npz/VGG19_optsgd_s100_e2_b8_lr00001_1207.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
11.08
100
40.24
58
52
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2616
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.14
7.97
15.97
model-npz/VGG19_optsgd_s100_e2_b16_lr001_1092.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
12.37
100
45.53
58
52.88
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1900
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.14
8
16.03
model-npz/VGG19_optsgd_s100_e2_b16_lr0001_9627.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
11.29
100
45.22
59
53.17
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_3370
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.13
7.9
15.86
model-npz/VGG19_optsgd_s100_e2_b16_lr00001_4160.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
11.26
100
48.55
59
54.17
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2000
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
2.54
10.16
20.37
model-npz/VGG19_optsgd_s100_e2_b32_lr001_8027.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
12.65
100
51.75
60
55.63
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_1552
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
2.58
10.34
20.72
model-npz/VGG19_optsgd_s100_e2_b32_lr0001_8849.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
13.6
100
53.56
62
57