Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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65
58.8
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1765
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.03
8.08
40.46
model-npz/VGG16_optadam_s1000_e5_b4_lr0001_2439.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
26.68
100
61.11
65
58.2
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2608
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.03
8.16
40.87
model-npz/VGG16_optadam_s1000_e5_b4_lr00001_2176.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
27.07
100
63.54
65
59.07
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_2252
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.06
7.59
38
model-npz/VGG16_optadam_s1000_e5_b8_lr001_2019.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
23.98
100
60.47
64
58.2
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_2750
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.06
7.63
38.17
model-npz/VGG16_optadam_s1000_e5_b8_lr0001_3180.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
24.53
100
63
64
57.69
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1295
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.06
7.74
38.72
model-npz/VGG16_optadam_s1000_e5_b8_lr00001_1165.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
23.95
100
62.18
64
57.15
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_5184
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.12
7.68
38.45
model-npz/VGG16_optadam_s1000_e5_b16_lr001_1648.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
27.16
100
61.43
64
57.55
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2489
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.12
7.68
38.46
model-npz/VGG16_optadam_s1000_e5_b16_lr0001_1067.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
25.74
100
61.03
64
58.03
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2997
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.12
7.85
39.3
model-npz/VGG16_optadam_s1000_e5_b16_lr00001_1807.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
26.08
100
60.49
64
57.84
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2729
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.26
8.4
42.06
model-npz/VGG16_optadam_s1000_e5_b32_lr001_4312.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
27.43
100
63.26
62
57.28
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_8324
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.27
8.52
42.64
model-npz/VGG16_optadam_s1000_e5_b32_lr0001_1154.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
26.02
100
64.37
63
57.87
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_8977
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.27
8.65
43.31
model-npz/VGG16_optadam_s1000_e5_b32_lr00001_1384.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
26.9
100
63.01
63
57.77
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_3133
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
0.73
11.64
58.25
model-npz/VGG16_optadam_s1000_e5_b64_lr001_1784.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
25.11
100
73.48
64
59.67
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_3285
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
0.73
11.73
58.72
model-npz/VGG16_optadam_s1000_e5_b64_lr0001_1268.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
25.02
100
74.33
65
60.55
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1139
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
0.75
11.99
60.01
model-npz/VGG16_optadam_s1000_e5_b64_lr00001_5949.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
23.66
100
71.47
65
60.73
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_6690
1,000
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.01
11.97
119.72
model-npz/VGG16_optadam_s1000_e10_b1_lr001_1231.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
31.23
100
67.68
62
59.58
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2882
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.01
11.75
117.5
model-npz/VGG16_optadam_s1000_e10_b1_lr0001_2136.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
31.69
96
68.28
62
58.64
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2649
1,000
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.01
11.53
115.36
model-npz/VGG16_optadam_s1000_e10_b1_lr00001_1394.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
32.61
100
69.82
64
60.84
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_3917
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.02
8.32
83.22
model-npz/VGG16_optadam_s1000_e10_b2_lr0001_1230.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
33.08
100
71.23
65
58.72
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_1383
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.02
8.37
83.77
model-npz/VGG16_optadam_s1000_e10_b2_lr00001_2484.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
32.84
100
70.94
66
61.18
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_1061
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.03
6.89
68.92
model-npz/VGG16_optadam_s1000_e10_b4_lr001_2998.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
31.96
100
71.1
63
58.68
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_3147
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.03
6.85
68.54
model-npz/VGG16_optadam_s1000_e10_b4_lr0001_1660.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
32.62
99
72.36
63
57.66
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_7288
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.03
7.01
70.17
model-npz/VGG16_optadam_s1000_e10_b4_lr00001_1533.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
31.47
100
71.36
63
58.05
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1351
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.05
6.28
62.88
model-npz/VGG16_optadam_s1000_e10_b8_lr001_1164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
29.36
100
70.95
62
57.45
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_7880
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.05
6.29
62.93
model-npz/VGG16_optadam_s1000_e10_b8_lr0001_2927.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
29.68
100
73.84
63
57.4
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_3024
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.05
6.43
64.31
model-npz/VGG16_optadam_s1000_e10_b8_lr00001_1968.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.25
99
72.8
65
58.89
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2984
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.09
5.69
57
model-npz/VGG16_optadam_s1000_e10_b16_lr001_5048.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
33.84
100
70.4
63
58.26
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1064
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.09
5.77
57.72
model-npz/VGG16_optadam_s1000_e10_b16_lr0001_1802.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
33.44
100
68.38
64
57.66
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2889
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.09
5.98
59.88
model-npz/VGG16_optadam_s1000_e10_b16_lr00001_2706.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
32.82
100
69.46
65
58.87
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_2463
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.19
6.05
60.53
model-npz/VGG16_optadam_s1000_e10_b32_lr001_1428.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
34.41
100
71.74
64
58.98
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_1705
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.19
6.16
61.63
model-npz/VGG16_optadam_s1000_e10_b32_lr0001_2611.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
35.27
100
72.49
65
59.62
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_1033
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.19
6.24
62.5
model-npz/VGG16_optadam_s1000_e10_b32_lr00001_1385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
34.07
100
72.92
66
61
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_2386
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.48
7.61
76.21
model-npz/VGG16_optadam_s1000_e10_b64_lr001_3336.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
31.53
100
77.94
65
61.11
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1951
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.48
7.72
77.23
model-npz/VGG16_optadam_s1000_e10_b64_lr0001_2264.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
30.79
100
77.24
65
60.52
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1104
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.49
7.83
78.36
model-npz/VGG16_optadam_s1000_e10_b64_lr00001_2678.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
29.84
100
76.71
66
61.49
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_1059
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
7.31
7.33
7.35
model-npz/VGG16_optsgd_s1_e1_b1_lr001_7026.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
5
100
15.48
59
55.52
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_3222
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
7.08
7.1
7.12
model-npz/VGG16_optsgd_s1_e1_b1_lr0001_9889.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
5.25
100
20.71
55
52.33
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_7632
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
7.17
7.18
7.21
model-npz/VGG16_optsgd_s1_e1_b1_lr00001_1893.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.54
100
21.46
52
49.96
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_2534
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
3.66
3.68
7.38
model-npz/VGG16_optsgd_s1_e2_b1_lr001_2744.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.84
100
14.32
50
47.92
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_2269
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
3.55
3.56
7.16
model-npz/VGG16_optsgd_s1_e2_b1_lr0001_3030.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.68
100
14.56
47
45.64
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_1623
1
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
3.65
3.66
7.35
model-npz/VGG16_optsgd_s1_e2_b1_lr00001_6809.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.88
100
13.23
47
44.62
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2381
1
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
1.42
1.43
7.19
model-npz/VGG16_optsgd_s1_e5_b1_lr001_1141.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.43
100
16.83
46
43.7
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_1211
1
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
1.45
1.46
7.34
model-npz/VGG16_optsgd_s1_e5_b1_lr0001_4809.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
4
100
17.88
45
42.71
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_3262
1
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
1.45
1.45
7.31
model-npz/VGG16_optsgd_s1_e5_b1_lr00001_8485.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3
100
11.54
44
41.5
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_1713
1
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.72
0.73
7.3
model-npz/VGG16_optsgd_s1_e10_b1_lr001_8080.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
4.33
100
14.58
43
41
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_2972
1
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.72
0.72
7.29
model-npz/VGG16_optsgd_s1_e10_b1_lr0001_2020.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.68
100
10.16
43
40.68
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_2745
1
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.71
0.72
7.23
model-npz/VGG16_optsgd_s1_e10_b1_lr00001_2776.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
5.29
100
17
43
40.21
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2070
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.78
7.8
7.83
model-npz/VGG16_optsgd_s10_e1_b1_lr001_1257.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
4.68
100
15.32
41
39
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_1763
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.74
7.45
7.48
model-npz/VGG16_optsgd_s10_e1_b1_lr0001_1818.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.16
100
8.96
42
39.16
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1492
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.76
7.61
7.63
model-npz/VGG16_optsgd_s10_e1_b1_lr00001_3157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
4.64
100
15.52
42
38.84
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_9023
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
1.6
8
8.04
model-npz/VGG16_optsgd_s10_e1_b2_lr001_1810.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.46
100
16.42
42
38.92
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_3387
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
1.62
8.12
8.14
model-npz/VGG16_optsgd_s10_e1_b2_lr0001_6947.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
3.56
100
21.12
42
38.48
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_3131
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1.61
8.07
8.1
model-npz/VGG16_optsgd_s10_e1_b2_lr00001_2884.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
6.4
100
29.92
41
38.76
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2110
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
3.65
10.98
11.01
model-npz/VGG16_optsgd_s10_e1_b4_lr001_6505.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
9.35
100
38.23
45
40.13
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_7854
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
3.7
11.12
11.15
model-npz/VGG16_optsgd_s10_e1_b4_lr0001_2066.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.97
100
29.84
45
40.42
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1618
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
3.62
10.89
10.92
model-npz/VGG16_optsgd_s10_e1_b4_lr00001_3335.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
8.84
99
34.94
46
41
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_9015
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
6
12.01
12.04
model-npz/VGG16_optsgd_s10_e1_b8_lr001_2267.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
10.06
100
40.52
47
42.21
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1814
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
5.94
11.91
11.96
model-npz/VGG16_optsgd_s10_e1_b8_lr0001_1250.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
8.73
100
33.85
47
42.3
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_7760
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
5.98
11.98
12
model-npz/VGG16_optsgd_s10_e1_b8_lr00001_2654.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
9.24
100
37.73
48
42.94
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2284
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.38
3.78
7.58
model-npz/VGG16_optsgd_s10_e2_b1_lr001_4037.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.54
100
11.85
44
41.65
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3690
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.37
3.7
7.43
model-npz/VGG16_optsgd_s10_e2_b1_lr0001_8788.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
6.28
100
21.32
42
40.04
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2055
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.37
3.74
7.51
model-npz/VGG16_optsgd_s10_e2_b1_lr00001_2453.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
4.25
100
15.38
41
39.62
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2474
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.81
4.06
8.17
model-npz/VGG16_optsgd_s10_e2_b2_lr001_2698.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
6.04
100
25.62
43
39.85