Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_3150
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
2.89
5.8
58.04
model-npz/ResNet152_optsgd_s10_e10_b8_lr001_1290.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.53
80
4.99
40
34.9
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2430
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
2.88
5.78
57.89
model-npz/ResNet152_optsgd_s10_e10_b8_lr0001_1836.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.32
76
4.71
39
33.7
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_3076
10
224
224
3
10
sgd
10
8
0.0001
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12.2
2.91
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58.48
model-npz/ResNet152_optsgd_s10_e10_b8_lr00001_2257.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.45
73
4.62
39
34.8
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_2166
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.65
65.6
65.64
model-npz/ResNet152_optsgd_s100_e1_b1_lr001_2339.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
1.06
40
5.82
36
33.32
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_8307
100
224
224
3
10
sgd
1
1
0.001
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12.2
0.67
66.91
66.94
model-npz/ResNet152_optsgd_s100_e1_b1_lr0001_2180.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.05
60
5.2
35
33.53
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_3128
100
224
224
3
10
sgd
1
1
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12.2
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67.38
67.43
model-npz/ResNet152_optsgd_s100_e1_b1_lr00001_7423.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.05
67
5.1
37
34.85
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1578
100
224
224
3
10
sgd
1
2
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57.08
model-npz/ResNet152_optsgd_s100_e1_b2_lr001_2901.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.83
57
4.15
38
35.14
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_3143
100
224
224
3
10
sgd
1
2
0.001
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12.2
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58.21
58.25
model-npz/ResNet152_optsgd_s100_e1_b2_lr0001_4474.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.93
68
4.25
38
35.23
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_5127
100
224
224
3
10
sgd
1
2
0.0001
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12.2
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58.66
58.69
model-npz/ResNet152_optsgd_s100_e1_b2_lr00001_9273.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.98
58
4.64
37
33.82
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_3212
100
224
224
3
10
sgd
1
4
0.01
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12.2
2.21
55.26
55.29
model-npz/ResNet152_optsgd_s100_e1_b4_lr001_3245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.02
66
3.64
38
34.77
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2173
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
2.25
56.43
56.46
model-npz/ResNet152_optsgd_s100_e1_b4_lr0001_5509.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.02
64
4.04
37
33.52
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2427
100
224
224
3
10
sgd
1
4
0.0001
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12.2
2.24
56.15
56.19
model-npz/ResNet152_optsgd_s100_e1_b4_lr00001_3282.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.94
62
3.37
39
34.91
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1004
100
224
224
3
10
sgd
1
8
0.01
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4.32
56.22
56.25
model-npz/ResNet152_optsgd_s100_e1_b8_lr001_1854.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.53
83
5.04
39
33.98
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1009
100
224
224
3
10
sgd
1
8
0.001
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12.2
4.35
56.62
56.67
model-npz/ResNet152_optsgd_s100_e1_b8_lr0001_2794.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
1.37
82
4.55
42
35.1
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3968
100
224
224
3
10
sgd
1
8
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12.2
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57.38
57.42
model-npz/ResNet152_optsgd_s100_e1_b8_lr00001_2508.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.64
81
5.25
39
34.09
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_8635
100
224
224
3
10
sgd
1
16
0.01
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12.2
8.22
57.61
57.64
model-npz/ResNet152_optsgd_s100_e1_b16_lr001_2995.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
1.7
80
4.91
41
35.28
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2923
100
224
224
3
10
sgd
1
16
0.001
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12.2
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57.39
57.42
model-npz/ResNet152_optsgd_s100_e1_b16_lr0001_4816.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
1.51
83
4.58
41
34.27
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_3059
100
224
224
3
10
sgd
1
16
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12.2
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56.84
56.87
model-npz/ResNet152_optsgd_s100_e1_b16_lr00001_1264.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
1.87
81
5.16
41
35.64
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2806
100
224
224
3
10
sgd
1
32
0.01
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12.2
14.41
57.7
57.73
model-npz/ResNet152_optsgd_s100_e1_b32_lr001_9779.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
2.36
84
5.61
40
34.69
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_5756
100
224
224
3
10
sgd
1
32
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12.2
14.24
57.01
57.05
model-npz/ResNet152_optsgd_s100_e1_b32_lr0001_3374.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
2.39
89
6.48
41
36.11
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1818
100
224
224
3
10
sgd
1
32
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12.2
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57.24
57.28
model-npz/ResNet152_optsgd_s100_e1_b32_lr00001_1291.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
2.23
84
5.94
41
35.15
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1177
100
224
224
3
10
sgd
1
64
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30.31
60.65
60.69
model-npz/ResNet152_optsgd_s100_e1_b64_lr001_3507.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
4.23
95
11.37
46
36.98
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2171
100
224
224
3
10
sgd
1
64
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30.21
60.45
60.5
model-npz/ResNet152_optsgd_s100_e1_b64_lr0001_2831.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
4.24
91
10.62
46
36.73
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_7598
100
224
224
3
10
sgd
1
64
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12.2
29.84
59.71
59.75
model-npz/ResNet152_optsgd_s100_e1_b64_lr00001_2918.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
4.8
98
10.69
47
38.27
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_8784
100
224
224
3
10
sgd
2
1
0.01
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12.2
0.39
39.2
78.45
model-npz/ResNet152_optsgd_s100_e2_b1_lr001_3401.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.78
48
8.75
40
35.92
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_5543
100
224
224
3
10
sgd
2
1
0.001
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12.2
0.39
39.44
78.92
model-npz/ResNet152_optsgd_s100_e2_b1_lr0001_7977.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.58
65
8.04
37
34.34
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_1683
100
224
224
3
10
sgd
2
1
0.0001
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12.2
0.39
39.44
78.92
model-npz/ResNet152_optsgd_s100_e2_b1_lr00001_1118.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.71
64
9.46
35
33.58
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_5002
100
224
224
3
10
sgd
2
2
0.01
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12.2
0.65
32.79
65.64
model-npz/ResNet152_optsgd_s100_e2_b2_lr001_1066.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.5
54
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36
32.91
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_3374
100
224
224
3
10
sgd
2
2
0.001
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32.68
65.4
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.14
59
6.06
38
34.35
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1436
100
224
224
3
10
sgd
2
2
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12.2
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32.87
65.77
model-npz/ResNet152_optsgd_s100_e2_b2_lr00001_6938.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.35
53
6.84
39
35.9
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_4149
100
224
224
3
10
sgd
2
4
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29.75
59.55
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.67
69
5.72
39
36.04
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2153
100
224
224
3
10
sgd
2
4
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58.93
model-npz/ResNet152_optsgd_s100_e2_b4_lr0001_3243.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.34
72
4.85
41
35.87
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_2223
100
224
224
3
10
sgd
2
4
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59.59
model-npz/ResNet152_optsgd_s100_e2_b4_lr00001_3289.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.68
68
5.94
39
34.6
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_3573
100
224
224
3
10
sgd
2
8
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29.51
59.05
model-npz/ResNet152_optsgd_s100_e2_b8_lr001_1155.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
1.81
81
6.01
42
35.77
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1150
100
224
224
3
10
sgd
2
8
0.001
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2.24
29.11
58.27
model-npz/ResNet152_optsgd_s100_e2_b8_lr0001_3232.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.1
81
6.78
41
34.61
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2578
100
224
224
3
10
sgd
2
8
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2.23
29.07
58.19
model-npz/ResNet152_optsgd_s100_e2_b8_lr00001_2029.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.18
77
6.75
43
36.02
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1472
100
224
224
3
10
sgd
2
16
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12.2
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31.09
62.23
model-npz/ResNet152_optsgd_s100_e2_b16_lr001_2594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
2.34
86
6.01
43
34.81
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1806
100
224
224
3
10
sgd
2
16
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12.2
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29.07
58.18
model-npz/ResNet152_optsgd_s100_e2_b16_lr0001_1221.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
3.04
78
7.45
43
35.9
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_2241
100
224
224
3
10
sgd
2
16
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58.02
model-npz/ResNet152_optsgd_s100_e2_b16_lr00001_3048.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
2.08
76
6
42
34.69
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_1955
100
224
224
3
10
sgd
2
32
0.01
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12.2
7.24
28.99
58.03
model-npz/ResNet152_optsgd_s100_e2_b32_lr001_5095.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
3.28
99
8.08
43
36.28
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3017
100
224
224
3
10
sgd
2
32
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12.2
7.24
29
58.07
model-npz/ResNet152_optsgd_s100_e2_b32_lr0001_3480.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
3.12
92
7.43
42
35.42
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2550
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
7.36
29.46
58.96
model-npz/ResNet152_optsgd_s100_e2_b32_lr00001_2106.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
2.93
89
7.7
45
36.55
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_3344
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
15.05
30.12
60.27
model-npz/ResNet152_optsgd_s100_e2_b64_lr001_1957.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
74
5.61
98
11.33
46
36.22
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3186
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
15.39
30.8
61.65
model-npz/ResNet152_optsgd_s100_e2_b64_lr0001_1125.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
4.85
95
11.17
47
38.08
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_3297
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
15.2
30.42
60.88
model-npz/ResNet152_optsgd_s100_e2_b64_lr00001_6245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
5.88
99
12.17
46
37.36
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2086
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.23
23.73
118.69
model-npz/ResNet152_optsgd_s100_e5_b1_lr001_3251.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.62
45
14.25
39
36.28
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1569
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.23
23.44
117.23
model-npz/ResNet152_optsgd_s100_e5_b1_lr0001_4736.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.59
62
14.59
37
35.32
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1458
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.23
23.16
115.86
model-npz/ResNet152_optsgd_s100_e5_b1_lr00001_1792.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.62
58
13.43
38
34.48
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_3076
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.34
17.37
86.9
model-npz/ResNet152_optsgd_s100_e5_b2_lr001_4311.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.29
59
11.28
39
35.72
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2158
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.33
16.73
83.72
model-npz/ResNet152_optsgd_s100_e5_b2_lr0001_1313.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.53
63
12.34
40
35.63
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_1988
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.34
17.08
85.46
model-npz/ResNet152_optsgd_s100_e5_b2_lr00001_3440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.37
63
11.83
40
35.71
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1399
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.55
13.85
69.32
model-npz/ResNet152_optsgd_s100_e5_b4_lr001_2452.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.62
72
9.3
40
35.3
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_2468
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.55
13.72
68.66
model-npz/ResNet152_optsgd_s100_e5_b4_lr0001_3269.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.56
61
9.08
42
36.32
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1870
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.55
13.86
69.36
model-npz/ResNet152_optsgd_s100_e5_b4_lr00001_2110.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.54
64
8.86
43
37.53
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2737
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.99
12.88
64.46
model-npz/ResNet152_optsgd_s100_e5_b8_lr001_1945.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.34
78
10.28
42
35.32
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2762
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.99
12.91
64.58
model-npz/ResNet152_optsgd_s100_e5_b8_lr0001_2043.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
3.3
87
10.14
44
36.3
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_6543
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.99
12.87
64.4
model-npz/ResNet152_optsgd_s100_e5_b8_lr00001_2760.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
3.04
76
9.39
46
37.57
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2365
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
1.75
12.27
61.42
model-npz/ResNet152_optsgd_s100_e5_b16_lr001_1239.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
4.02
83
9.96
45
36.28
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1584
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
1.78
12.51
62.64
model-npz/ResNet152_optsgd_s100_e5_b16_lr0001_2965.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
4.13
85
9.73
45
37.13
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1117
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
1.79
12.57
62.89
model-npz/ResNet152_optsgd_s100_e5_b16_lr00001_3206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
3.95
83
9.88
45
36.13
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2876
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
3.04
12.19
61.02
model-npz/ResNet152_optsgd_s100_e5_b32_lr001_1413.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
4.65
100
10.6
45
36.95
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1348
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
3.04
12.17
60.91
model-npz/ResNet152_optsgd_s100_e5_b32_lr0001_2662.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
4.68
99
10.64
45
36.07