Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2651
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
3.02
12.11
24.26
model-npz/ResNet50_optsgd_s100_e2_b32_lr00001_1121.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
4.75
100
15.62
45
39.89
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1644
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
6.66
13.35
26.73
model-npz/ResNet50_optsgd_s100_e2_b64_lr001_9858.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
8.38
95
22.02
49
41.64
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_2349
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
6.78
13.58
27.2
model-npz/ResNet50_optsgd_s100_e2_b64_lr0001_2594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
10.06
100
23.45
49
41.84
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_7536
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
6.69
13.4
26.85
model-npz/ResNet50_optsgd_s100_e2_b64_lr00001_7830.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
10.86
94
26
51
43.4
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_3155
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.09
9.29
46.54
model-npz/ResNet50_optsgd_s100_e5_b1_lr001_1712.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.39
100
15.27
44
40.11
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2497
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.09
9.31
46.58
model-npz/ResNet50_optsgd_s100_e5_b1_lr0001_2084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
3.27
59
11.83
39
38.37
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1257
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.09
9.27
46.4
model-npz/ResNet50_optsgd_s100_e5_b1_lr00001_1178.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
3.53
74
13.74
39
37.85
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_3566
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.13
6.54
32.75
model-npz/ResNet50_optsgd_s100_e5_b2_lr001_2541.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
3.38
100
13.29
40
38.34
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1026
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.13
6.6
33.05
model-npz/ResNet50_optsgd_s100_e5_b2_lr0001_3932.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.92
59
10.97
39
37.33
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_7204
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.13
6.78
33.98
model-npz/ResNet50_optsgd_s100_e5_b2_lr00001_2372.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.22
59
12.27
40
37.58
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_5030
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.21
5.33
26.68
model-npz/ResNet50_optsgd_s100_e5_b4_lr001_3567.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
3.21
61
10.24
40
37.91
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_2321
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.21
5.28
26.46
model-npz/ResNet50_optsgd_s100_e5_b4_lr0001_1874.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
3.73
72
12
41
38.11
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1747
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.21
5.26
26.34
model-npz/ResNet50_optsgd_s100_e5_b4_lr00001_8439.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.26
62
10.09
41
38.6
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2907
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.39
5.09
25.48
model-npz/ResNet50_optsgd_s100_e5_b8_lr001_3060.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
4.83
79
13.48
42
37.92
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1787
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.4
5.17
25.92
model-npz/ResNet50_optsgd_s100_e5_b8_lr0001_2231.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.86
100
15.11
43
38.88
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_3366
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.39
5.14
25.75
model-npz/ResNet50_optsgd_s100_e5_b8_lr00001_2489.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
5.16
84
14.22
44
39.55
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2258
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.7
4.94
24.77
model-npz/ResNet50_optsgd_s100_e5_b16_lr001_2485.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.32
79
13.77
46
40.27
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1862
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.72
5.06
25.34
model-npz/ResNet50_optsgd_s100_e5_b16_lr0001_2010.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.18
80
14.47
46
39.52
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_3497
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.71
5.02
25.17
model-npz/ResNet50_optsgd_s100_e5_b16_lr00001_2120.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.24
83
12.49
46
40.35
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2599
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
1.24
4.99
25.01
model-npz/ResNet50_optsgd_s100_e5_b32_lr001_1132.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
7.05
97
18.54
47
41.13
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_7750
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
1.24
4.99
25.04
model-npz/ResNet50_optsgd_s100_e5_b32_lr0001_3339.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
5.64
85
13.72
46
39.83
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_4674
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.24
4.99
24.98
model-npz/ResNet50_optsgd_s100_e5_b32_lr00001_1420.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
6.34
92
15.16
46
40.69
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_2420
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
2.77
5.55
27.82
model-npz/ResNet50_optsgd_s100_e5_b64_lr001_3078.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
11.13
96
24.29
49
41.38
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1638
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
2.78
5.58
27.93
model-npz/ResNet50_optsgd_s100_e5_b64_lr0001_1588.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
75
12.51
100
25.55
50
43.19
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2193
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
2.77
5.55
27.8
model-npz/ResNet50_optsgd_s100_e5_b64_lr00001_1498.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
10.06
95
22.73
51
44.22
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2467
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.07
7.29
72.92
model-npz/ResNet50_optsgd_s100_e10_b1_lr001_1281.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.36
100
17.96
45
40.47
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_1207
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.07
7.3
73.09
model-npz/ResNet50_optsgd_s100_e10_b1_lr0001_2612.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.32
100
17.16
40
38.21
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1523
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.07
7.32
73.25
model-npz/ResNet50_optsgd_s100_e10_b1_lr00001_1426.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.27
56
18.69
38
36.2
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_2316
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.09
4.64
46.43
model-npz/ResNet50_optsgd_s100_e10_b2_lr001_1931.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.5
100
17.93
39
36.38
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_9046
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.09
4.74
47.52
model-npz/ResNet50_optsgd_s100_e10_b2_lr0001_6435.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.32
61
16.81
39
37.74
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_3102
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.09
4.61
46.21
model-npz/ResNet50_optsgd_s100_e10_b2_lr00001_1951.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.42
60
18.05
39
37.67
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_2932
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.13
3.33
33.33
model-npz/ResNet50_optsgd_s100_e10_b4_lr001_3312.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
5.17
100
17.04
41
38.36
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_3108
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.13
3.35
33.55
model-npz/ResNet50_optsgd_s100_e10_b4_lr0001_2686.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
5.21
98
16.74
42
39.28
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1996
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.13
3.4
34.03
model-npz/ResNet50_optsgd_s100_e10_b4_lr00001_3309.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
5.42
64
16.36
43
40.14
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_2106
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.22
2.94
29.43
model-npz/ResNet50_optsgd_s100_e10_b8_lr001_1116.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
6.07
82
16.65
44
39.51
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_7277
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.22
2.92
29.31
model-npz/ResNet50_optsgd_s100_e10_b8_lr0001_3005.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
6.58
83
17.94
45
40.63
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_3199
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.23
3.02
30.26
model-npz/ResNet50_optsgd_s100_e10_b8_lr00001_2916.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
6.39
78
17.51
46
41.08
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2182
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.39
2.72
27.29
model-npz/ResNet50_optsgd_s100_e10_b16_lr001_1239.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.98
100
18.05
48
42
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_3325
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.39
2.76
27.66
model-npz/ResNet50_optsgd_s100_e10_b16_lr0001_1372.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
6.96
78
16.48
48
41.18
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1667
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.41
2.9
29.08
model-npz/ResNet50_optsgd_s100_e10_b16_lr00001_1813.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
7.37
100
18.75
49
42.06
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_5292
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.67
2.7
27.02
model-npz/ResNet50_optsgd_s100_e10_b32_lr001_7702.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
7.97
91
18.59
49
42.55
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_1449
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.67
2.68
26.87
model-npz/ResNet50_optsgd_s100_e10_b32_lr0001_1250.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
9.52
92
20.14
48
42.06
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1073
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.66
2.65
26.56
model-npz/ResNet50_optsgd_s100_e10_b32_lr00001_2627.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
8.18
92
18.58
48
42.14
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_3351
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
1.48
2.97
29.78
model-npz/ResNet50_optsgd_s100_e10_b64_lr001_2244.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
10.9
95
24.3
51
43.45
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1332
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
1.46
2.92
29.31
model-npz/ResNet50_optsgd_s100_e10_b64_lr0001_1404.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
9.39
100
20.64
51
43.11
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2741
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
1.48
2.97
29.77
model-npz/ResNet50_optsgd_s100_e10_b64_lr00001_9441.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
11.01
98
22.71
51
44.05
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_9432
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.07
71.97
72.02
model-npz/ResNet50_optsgd_s1000_e1_b1_lr001_1028.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.32
57
16.8
45
41.35
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_3334
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.07
72
72.05
model-npz/ResNet50_optsgd_s1000_e1_b1_lr0001_1765.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.29
59
18.86
39
36.85
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_8005
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.07
72.84
72.87
model-npz/ResNet50_optsgd_s1000_e1_b1_lr00001_1183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.37
100
18.39
38
35.9
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3151
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.09
46.21
46.24
model-npz/ResNet50_optsgd_s1000_e1_b2_lr001_1384.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.33
100
16.8
39
37.09
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2673
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.09
46.46
46.49
model-npz/ResNet50_optsgd_s1000_e1_b2_lr0001_2315.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
4.13
65
15.91
40
37.54
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3118
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.09
46.35
46.39
model-npz/ResNet50_optsgd_s1000_e1_b2_lr00001_2938.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.34
58
16.62
40
38.63
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1322
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.13
33.98
34.01
model-npz/ResNet50_optsgd_s1000_e1_b4_lr001_2930.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
5.05
100
16.43
42
39.11
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1143
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.13
33.33
33.36
model-npz/ResNet50_optsgd_s1000_e1_b4_lr0001_1394.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.99
60
15.45
42
38.73
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1992
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.14
34.19
34.22
model-npz/ResNet50_optsgd_s1000_e1_b4_lr00001_1015.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
5.12
100
16.62
42
39.06
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_1668
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.21
26.93
26.96
model-npz/ResNet50_optsgd_s1000_e1_b8_lr001_2940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
5.67
58
14.56
44
39.29
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_9961
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.21
26.92
26.95
model-npz/ResNet50_optsgd_s1000_e1_b8_lr0001_2837.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
5.96
65
15.49
45
40.25
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2854
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.22
27.1
27.14
model-npz/ResNet50_optsgd_s1000_e1_b8_lr00001_2112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
6.1
67
15.47
46
40.87
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_3070
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.43
27.03
27.06
model-npz/ResNet50_optsgd_s1000_e1_b16_lr001_1750.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.42
100
20.06
47
41.58
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1465
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.42
26.82
26.85
model-npz/ResNet50_optsgd_s1000_e1_b16_lr0001_5089.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
8.3
100
20.61
47
40.89
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1965
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.43
27.19
27.23
model-npz/ResNet50_optsgd_s1000_e1_b16_lr00001_3266.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.48
84
18.79
48
41.76
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2704
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.84
27.01
27.04
model-npz/ResNet50_optsgd_s1000_e1_b32_lr001_3035.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
8.97
100
20.43
49
42.35