Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1228
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.15
1.95
19.58
model-npz/VGG16_optsgd_s100_e10_b8_lr0001_5057.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
15.82
99
49.14
47
42.41
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1764
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.15
1.97
19.77
model-npz/VGG16_optsgd_s100_e10_b8_lr00001_4863.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
15.72
100
49.62
48
43
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2819
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.3
2.11
21.16
model-npz/VGG16_optsgd_s100_e10_b16_lr001_2417.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
17.36
100
51.72
48
43.48
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1031
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.29
2.02
20.26
model-npz/VGG16_optsgd_s100_e10_b16_lr0001_2875.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
17.41
100
53.27
48
43.9
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_3154
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.29
2.05
20.55
model-npz/VGG16_optsgd_s100_e10_b16_lr00001_2753.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
16.62
100
50.06
48
44
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_2295
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.61
2.43
24.31
model-npz/VGG16_optsgd_s100_e10_b32_lr001_2017.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
17.79
100
54.64
50
45.33
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2854
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.6
2.42
24.28
model-npz/VGG16_optsgd_s100_e10_b32_lr0001_2692.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
18.54
100
57.92
51
45.97
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_2252
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.6
2.4
24.06
model-npz/VGG16_optsgd_s100_e10_b32_lr00001_1667.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
17.1
100
56.12
51
46.63
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2415
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
2.1
4.21
42.15
model-npz/VGG16_optsgd_s100_e10_b64_lr001_8502.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
19.73
100
73.97
54
49.45
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_2051
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
2.1
4.2
42.03
model-npz/VGG16_optsgd_s100_e10_b64_lr0001_2130.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
19.59
100
74.41
57
52.1
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_8536
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
2.1
4.2
42.09
model-npz/VGG16_optsgd_s100_e10_b64_lr00001_4442.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
19.1
100
74.19
58
54.04
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_9317
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.02
24.42
24.45
model-npz/VGG16_optsgd_s1000_e1_b1_lr001_5571.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
17.36
100
47.24
53
49.58
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1086
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.02
24.06
24.08
model-npz/VGG16_optsgd_s1000_e1_b1_lr0001_2538.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
18.1
90
49.06
49
46.39
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2058
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.02
23.89
23.91
model-npz/VGG16_optsgd_s1000_e1_b1_lr00001_1981.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
18.26
90
49.31
47
44.29
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_1730
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.04
19.46
19.48
model-npz/VGG16_optsgd_s1000_e1_b2_lr001_4067.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
16.28
100
43.7
47
43.32
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2187
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.04
19.53
19.56
model-npz/VGG16_optsgd_s1000_e1_b2_lr0001_5300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
16.12
100
43.39
46
42.05
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1758
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.04
19.42
19.46
model-npz/VGG16_optsgd_s1000_e1_b2_lr00001_7590.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
16.73
100
44.15
46
41.9
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2098
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.07
17.67
17.71
model-npz/VGG16_optsgd_s1000_e1_b4_lr001_2682.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
15.19
94
44.5
46
41.58
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_2199
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.07
17.54
17.57
model-npz/VGG16_optsgd_s1000_e1_b4_lr0001_1631.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
15.02
100
43.22
46
41.34
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_8115
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.07
17.71
17.73
model-npz/VGG16_optsgd_s1000_e1_b4_lr00001_3289.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
15.34
94
43.68
45
40.8
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_8825
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.15
18.23
18.27
model-npz/VGG16_optsgd_s1000_e1_b8_lr001_3320.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
13.87
99
43.26
46
41.04
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_1410
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.14
17.27
17.3
model-npz/VGG16_optsgd_s1000_e1_b8_lr0001_5860.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
14.59
100
44.96
46
41.04
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2678
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.14
17.33
17.36
model-npz/VGG16_optsgd_s1000_e1_b8_lr00001_1484.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
14.04
100
42.67
46
41.15
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2462
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.34
21.31
21.33
model-npz/VGG16_optsgd_s1000_e1_b16_lr001_3192.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
15.77
100
46.46
47
41.77
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1088
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.34
21.51
21.55
model-npz/VGG16_optsgd_s1000_e1_b16_lr0001_1579.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
14.71
100
45.47
47
42.32
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3115
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.34
21.21
21.23
model-npz/VGG16_optsgd_s1000_e1_b16_lr00001_1243.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
15.33
99
46.51
48
42.76
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2766
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.79
25.22
25.24
model-npz/VGG16_optsgd_s1000_e1_b32_lr001_7281.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
16.9
100
56.15
49
43.81
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2045
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.78
25.04
25.07
model-npz/VGG16_optsgd_s1000_e1_b32_lr0001_5750.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
17.62
100
57.94
49
44.78
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3198
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.78
25.08
25.12
model-npz/VGG16_optsgd_s1000_e1_b32_lr00001_1971.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
16.83
100
54.05
50
45.2
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2522
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
2.66
42.62
42.64
model-npz/VGG16_optsgd_s1000_e1_b64_lr001_3348.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
18.57
100
71.99
54
48.39
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2020
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
2.65
42.5
42.52
model-npz/VGG16_optsgd_s1000_e1_b64_lr0001_2363.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.04
100
71.74
56
51.22
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2588
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
2.66
42.57
42.61
model-npz/VGG16_optsgd_s1000_e1_b64_lr00001_1183.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
19.54
100
69.11
57
52.34
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_6103
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.02
20.49
41.03
model-npz/VGG16_optsgd_s1000_e2_b1_lr001_3143.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
22.85
100
61.04
52
50.09
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_1151
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.02
20.45
40.93
model-npz/VGG16_optsgd_s1000_e2_b1_lr0001_2011.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
23.02
100
61.51
52
48.24
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2648
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.02
20.44
40.91
model-npz/VGG16_optsgd_s1000_e2_b1_lr00001_2095.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
23.34
90
61.99
51
47.18
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_7679
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.03
15.79
31.6
model-npz/VGG16_optsgd_s1000_e2_b2_lr001_1520.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
21.8
100
58.12
51
46.91
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_7431
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.03
15.87
31.77
model-npz/VGG16_optsgd_s1000_e2_b2_lr0001_2938.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
21.48
93
56.18
51
46.49
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1514
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.03
16.04
32.09
model-npz/VGG16_optsgd_s1000_e2_b2_lr00001_1664.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
22.34
100
59.04
51
46.75
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_4210
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.05
13.7
27.43
model-npz/VGG16_optsgd_s1000_e2_b4_lr001_1327.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
19.07
100
52.31
51
46.21
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1359
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.05
13.73
27.49
model-npz/VGG16_optsgd_s1000_e2_b4_lr0001_2092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
20.69
100
56.66
51
46.85
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1111
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.05
13.71
27.45
model-npz/VGG16_optsgd_s1000_e2_b4_lr00001_1626.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
20.6
100
57.21
51
46.66
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_2806
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.1
12.86
25.74
model-npz/VGG16_optsgd_s1000_e2_b8_lr001_2606.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
19.45
100
57.18
52
47
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_9939
1,000
224
224
3
10
sgd
2
8
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2.15.1
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0.1
12.85
25.72
model-npz/VGG16_optsgd_s1000_e2_b8_lr0001_3757.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
19.15
100
54.8
52
47.11
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2306
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.1
12.89
25.82
model-npz/VGG16_optsgd_s1000_e2_b8_lr00001_2645.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
18.57
100
53.03
52
46.94
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_1075
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.22
14.14
28.31
model-npz/VGG16_optsgd_s1000_e2_b16_lr001_1514.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
18.93
100
51.57
52
46.71
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_5471
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.22
14.11
28.25
model-npz/VGG16_optsgd_s1000_e2_b16_lr0001_1514.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
21.43
99
58.11
52
47.43
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_8279
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.22
14.08
28.19
model-npz/VGG16_optsgd_s1000_e2_b16_lr00001_1500.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
21.01
100
57.35
53
47.69
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_2246
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.49
15.83
31.68
model-npz/VGG16_optsgd_s1000_e2_b32_lr001_1033.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
21.57
100
61.29
54
48.77
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_1643
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.5
15.88
31.79
model-npz/VGG16_optsgd_s1000_e2_b32_lr0001_5045.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
20.54
100
59.37
54
48.91
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1316
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.49
15.81
31.67
model-npz/VGG16_optsgd_s1000_e2_b32_lr00001_3271.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
21.56
100
61.95
54
49.15
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_3292
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
1.53
24.46
48.96
model-npz/VGG16_optsgd_s1000_e2_b64_lr001_6555.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
20.44
100
71.66
57
51.05
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1415
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
1.52
24.31
48.65
model-npz/VGG16_optsgd_s1000_e2_b64_lr0001_3090.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
22.83
100
73.02
58
53.67
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1888
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.52
24.41
48.85
model-npz/VGG16_optsgd_s1000_e2_b64_lr00001_3375.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
21.89
100
73.39
59
55.11
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_3148
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.02
18.36
91.84
model-npz/VGG16_optsgd_s1000_e5_b1_lr001_3946.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
28.83
100
76.05
56
53.71
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_9613
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.02
18.29
91.46
model-npz/VGG16_optsgd_s1000_e5_b1_lr0001_9961.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
28.65
100
75.47
56
53.23
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1610
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.02
18.32
91.64
model-npz/VGG16_optsgd_s1000_e5_b1_lr00001_1830.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
28.22
100
74.43
56
52.85
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2339
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.03
13.62
68.13
model-npz/VGG16_optsgd_s1000_e5_b2_lr001_1902.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
28.72
92
73.48
58
53.74
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2414
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.03
13.6
68.05
model-npz/VGG16_optsgd_s1000_e5_b2_lr0001_9916.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
28.65
100
73.92
58
54.24
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2785
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.03
13.78
68.94
model-npz/VGG16_optsgd_s1000_e5_b2_lr00001_2115.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
28.56
100
73.12
58
54.58
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_1784
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.04
11.21
56.09
model-npz/VGG16_optsgd_s1000_e5_b4_lr001_1310.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
26.96
97
71.94
60
55.49
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_2582
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.04
11.19
55.99
model-npz/VGG16_optsgd_s1000_e5_b4_lr0001_1280.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
27.2
94
72.48
60
55.99
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1479
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.04
11.25
56.29
model-npz/VGG16_optsgd_s1000_e5_b4_lr00001_1531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
26.91
100
72.19
60
55.94