Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_5823
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.28
1.99
20
model-npz/VGG19_optsgd_s100_e10_b16_lr0001_1990.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.67
100
50.04
64
58.55
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1152
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.28
1.98
19.87
model-npz/VGG19_optsgd_s100_e10_b16_lr00001_2051.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
17.1
100
52.96
63
57.94
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1100
100
224
224
3
10
sgd
10
32
0.01
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0.6
2.41
24.14
model-npz/VGG19_optsgd_s100_e10_b32_lr001_2344.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
18.02
100
57.72
64
59.4
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_6642
100
224
224
3
10
sgd
10
32
0.001
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12.2
0.61
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24.41
model-npz/VGG19_optsgd_s100_e10_b32_lr0001_5823.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
18.07
100
57.55
64
59.57
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1836
100
224
224
3
10
sgd
10
32
0.0001
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12.2
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2.41
24.18
model-npz/VGG19_optsgd_s100_e10_b32_lr00001_5137.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
17.82
100
58.35
65
60.42
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2189
100
224
224
3
10
sgd
10
64
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2.06
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41.3
model-npz/VGG19_optsgd_s100_e10_b64_lr001_1127.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
17.56
100
73.7
68
62.78
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1006
100
224
224
3
10
sgd
10
64
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41.47
model-npz/VGG19_optsgd_s100_e10_b64_lr0001_4801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
18.49
100
73.66
67
63.44
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2617
100
224
224
3
10
sgd
10
64
0.0001
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12.2
2.07
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41.58
model-npz/VGG19_optsgd_s100_e10_b64_lr00001_3313.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
18.59
100
74.04
67
62.88
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_2548
1,000
224
224
3
10
sgd
1
1
0.01
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20.07
20.09
model-npz/VGG19_optsgd_s1000_e1_b1_lr001_1847.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.87
100
43.98
64
58.85
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_3192
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.02
19.83
19.88
model-npz/VGG19_optsgd_s1000_e1_b1_lr0001_7245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.58
100
43.81
63
57.72
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2787
1,000
224
224
3
10
sgd
1
1
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2.15.1
12.2
0.02
20.01
20.04
model-npz/VGG19_optsgd_s1000_e1_b1_lr00001_2629.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19.06
100
44.7
63
56.64
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3008
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
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0.03
16.94
16.97
model-npz/VGG19_optsgd_s1000_e1_b2_lr001_1889.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
16.96
100
43.56
64
57.4
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1993
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
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0.03
17.25
17.3
model-npz/VGG19_optsgd_s1000_e1_b2_lr0001_9671.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
16.31
100
42.61
63
56.49
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1708
1,000
224
224
3
10
sgd
1
2
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17.17
17.19
model-npz/VGG19_optsgd_s1000_e1_b2_lr00001_4592.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
17.15
100
43.76
64
57.24
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1719
1,000
224
224
3
10
sgd
1
4
0.01
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0.06
16.06
16.09
model-npz/VGG19_optsgd_s1000_e1_b4_lr001_2550.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.2
100
41.93
63
56.22
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1658
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
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16.18
16.21
model-npz/VGG19_optsgd_s1000_e1_b4_lr0001_3227.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
14.17
100
38.91
63
56.3
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1955
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
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0.06
16.13
16.15
model-npz/VGG19_optsgd_s1000_e1_b4_lr00001_2737.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.61
100
43.59
62
55.89
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_3483
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.13
16.33
16.36
model-npz/VGG19_optsgd_s1000_e1_b8_lr001_2006.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
14.14
100
43.75
63
56.95
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_3097
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.13
16.42
16.45
model-npz/VGG19_optsgd_s1000_e1_b8_lr0001_2033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
14.22
100
41.89
63
55.69
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2358
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.13
16.26
16.29
model-npz/VGG19_optsgd_s1000_e1_b8_lr00001_2824.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
14.3
100
42.37
63
56.63
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2678
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.33
21.11
21.14
model-npz/VGG19_optsgd_s1000_e1_b16_lr001_3050.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.63
100
50.33
64
56.91
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1301
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.33
20.88
20.91
model-npz/VGG19_optsgd_s1000_e1_b16_lr0001_1860.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
15.56
100
49.65
63
57.56
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_9999
1,000
224
224
3
10
sgd
1
16
0.0001
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0.33
20.8
20.84
model-npz/VGG19_optsgd_s1000_e1_b16_lr00001_1010.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.09
100
54.96
64
57.83
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2144
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.78
25.16
25.19
model-npz/VGG19_optsgd_s1000_e1_b32_lr001_1910.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
17.41
100
59.07
65
59.59
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_9054
1,000
224
224
3
10
sgd
1
32
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2.15.1
12.2
0.79
25.3
25.32
model-npz/VGG19_optsgd_s1000_e1_b32_lr0001_2660.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
17.47
100
58.26
65
59.77
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1221
1,000
224
224
3
10
sgd
1
32
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12.2
0.78
25.06
25.09
model-npz/VGG19_optsgd_s1000_e1_b32_lr00001_3388.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
17.08
100
60
65
60.35
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2905
1,000
224
224
3
10
sgd
1
64
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2.62
42.04
42.07
model-npz/VGG19_optsgd_s1000_e1_b64_lr001_2073.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
17.89
100
72.71
68
62.99
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1741
1,000
224
224
3
10
sgd
1
64
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2.62
41.92
41.95
model-npz/VGG19_optsgd_s1000_e1_b64_lr0001_1890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
18
100
72.9
68
63.38
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2361
1,000
224
224
3
10
sgd
1
64
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41.97
42.02
model-npz/VGG19_optsgd_s1000_e1_b64_lr00001_2415.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
16.53
100
72.39
67
62.07
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1471
1,000
224
224
3
10
sgd
2
1
0.01
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0.02
15.93
31.88
model-npz/VGG19_optsgd_s1000_e2_b1_lr001_2704.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
24.39
100
55.2
65
60.68
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2058
1,000
224
224
3
10
sgd
2
1
0.001
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12.2
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31.83
model-npz/VGG19_optsgd_s1000_e2_b1_lr0001_2948.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
24.44
100
54.68
66
60.56
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3081
1,000
224
224
3
10
sgd
2
1
0.0001
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0.02
16.12
32.26
model-npz/VGG19_optsgd_s1000_e2_b1_lr00001_1800.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
24.92
100
56.01
66
61.15
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2204
1,000
224
224
3
10
sgd
2
2
0.01
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0.03
12.83
25.68
model-npz/VGG19_optsgd_s1000_e2_b2_lr001_2745.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
22
100
52
65
59.03
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1621
1,000
224
224
3
10
sgd
2
2
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2.15.1
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0.03
12.83
25.68
model-npz/VGG19_optsgd_s1000_e2_b2_lr0001_3081.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
22.65
100
54.86
66
59.86
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1398
1,000
224
224
3
10
sgd
2
2
0.0001
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12.2
0.03
12.99
26.01
model-npz/VGG19_optsgd_s1000_e2_b2_lr00001_2733.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
22.27
100
53.58
66
59.81
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_9518
1,000
224
224
3
10
sgd
2
4
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0.05
11.43
22.9
model-npz/VGG19_optsgd_s1000_e2_b4_lr001_2537.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
21.07
100
53.32
66
60.43
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1368
1,000
224
224
3
10
sgd
2
4
0.001
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0.05
11.64
23.31
model-npz/VGG19_optsgd_s1000_e2_b4_lr0001_3395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.95
100
53.83
66
59.46
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_7587
1,000
224
224
3
10
sgd
2
4
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11.69
23.44
model-npz/VGG19_optsgd_s1000_e2_b4_lr00001_4083.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.78
100
53.22
66
59.83
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_2413
1,000
224
224
3
10
sgd
2
8
0.01
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0.09
11.36
22.75
model-npz/VGG19_optsgd_s1000_e2_b8_lr001_9480.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19.45
100
56.12
66
59.43
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_9764
1,000
224
224
3
10
sgd
2
8
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2.15.1
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0.09
11.33
22.69
model-npz/VGG19_optsgd_s1000_e2_b8_lr0001_1655.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.48
100
50.59
66
60.07
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1841
1,000
224
224
3
10
sgd
2
8
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12.2
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11.36
22.75
model-npz/VGG19_optsgd_s1000_e2_b8_lr00001_1697.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19
100
53.02
66
59.61
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_9133
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.2
12.82
25.68
model-npz/VGG19_optsgd_s1000_e2_b16_lr001_1924.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
20.83
100
56.79
66
60.51
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_2150
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.2
12.82
25.69
model-npz/VGG19_optsgd_s1000_e2_b16_lr0001_2121.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
21.25
100
58.32
66
60.25
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3330
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.2
12.78
25.61
model-npz/VGG19_optsgd_s1000_e2_b16_lr00001_2370.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
21.48
100
59.18
66
61.03
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_7674
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.46
14.92
29.87
model-npz/VGG19_optsgd_s1000_e2_b32_lr001_2044.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
21.38
100
63.87
67
61.24
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2282
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.47
15.02
30.08
model-npz/VGG19_optsgd_s1000_e2_b32_lr0001_3211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
21.25
100
60.27
66
61.86
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1039
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.47
14.97
29.98
model-npz/VGG19_optsgd_s1000_e2_b32_lr00001_1766.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
21.71
100
61.63
66
60.79
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1822
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
1.44
23.07
46.17
model-npz/VGG19_optsgd_s1000_e2_b64_lr001_1996.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
21.69
100
75.56
69
63.46
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_3263
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
1.45
23.29
46.61
model-npz/VGG19_optsgd_s1000_e2_b64_lr0001_8113.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
21.3
100
73.51
68
63.28
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_3225
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.46
23.32
46.7
model-npz/VGG19_optsgd_s1000_e2_b64_lr00001_3210.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
21.3
100
74.8
67
62
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_1486
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.01
13.46
67.34
model-npz/VGG19_optsgd_s1000_e5_b1_lr001_3021.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
31.79
100
70.26
67
62.6
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_2088
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.01
14.01
70.11
model-npz/VGG19_optsgd_s1000_e5_b1_lr0001_1308.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
30.36
100
67.19
65
61.28
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1538
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.01
13.93
69.7
model-npz/VGG19_optsgd_s1000_e5_b1_lr00001_2593.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
30.71
100
67.38
63
59.86
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2818
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.02
10.3
51.52
model-npz/VGG19_optsgd_s1000_e5_b2_lr001_8711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
30.56
100
69.83
64
58.65
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2419
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.02
10.28
51.44
model-npz/VGG19_optsgd_s1000_e5_b2_lr0001_1327.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
31.05
100
70.99
64
59
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_9313
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.02
10.31
51.61
model-npz/VGG19_optsgd_s1000_e5_b2_lr00001_1256.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
30.01
100
68.8
64
58.6
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_3006
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.04
8.85
44.3
model-npz/VGG19_optsgd_s1000_e5_b4_lr001_3197.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.27
100
70.13
63
58.44
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_7685
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.04
8.89
44.51
model-npz/VGG19_optsgd_s1000_e5_b4_lr0001_1311.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
28.46
100
69.22
64
58.34
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3226
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.03
8.84
44.22
model-npz/VGG19_optsgd_s1000_e5_b4_lr00001_1635.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
28.25
100
68.14
64
58.3
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1744
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.07
8.3
41.55
model-npz/VGG19_optsgd_s1000_e5_b8_lr001_4832.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
25.94
100
67.35
64
58.75
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1721
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.07
8.28
41.47
model-npz/VGG19_optsgd_s1000_e5_b8_lr0001_1065.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
25.97
100
68.74
64
58.43
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2731
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.07
8.27
41.37
model-npz/VGG19_optsgd_s1000_e5_b8_lr00001_2451.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
26.46
100
70.53
65
59.33