Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1582
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model-npz/ResNet50_optadam_s10_e2_b1_lr0001_2307.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.57
59
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31.3
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_2603
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
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50
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ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1547
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.43
61
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33
31.21
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1571
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224
224
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10
adam
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35.96
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.71
100
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31.25
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_6133
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.73
67
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33
31.46
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1584
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
22
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31.7
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1957
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
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31.99
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_6482
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
27
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32.1
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_8478
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.8
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34
32.29
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2293
10
224
224
3
10
adam
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0.001
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12.2
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18.49
37.02
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.45
100
6.51
35
32.52
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1009
10
224
224
3
10
adam
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8
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9.52
19.06
38.16
model-npz/ResNet50_optadam_s10_e2_b8_lr00001_1808.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
1.51
74
6.05
35
32.76
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2424
10
224
224
3
10
adam
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1
0.01
2.15.1
12.2
0.73
7.37
36.91
model-npz/ResNet50_optadam_s10_e5_b1_lr001_2070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.8
57
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34
32.46
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_2481
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.95
43
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33
31.7
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1650
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.91
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33
31.58
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_3269
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.74
58
3.04
33
31.41
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_5390
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.61
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33
31.46
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2866
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.93
51
3.88
33
31.48
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_7038
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.58
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33
31.51
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_8811
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.41
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34
31.79
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2410
10
224
224
3
10
adam
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model-npz/ResNet50_optadam_s10_e5_b4_lr00001_1538.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.45
82
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34
31.84
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_3077
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.98
75
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34
31.9
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_3370
10
224
224
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10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.44
74
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35
31.94
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_6346
10
224
224
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10
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37.36
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
2.04
79
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35
31.99
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_5343
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
1.2
59
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33
31.56
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1121
10
224
224
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10
adam
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model-npz/ResNet50_optadam_s10_e10_b1_lr0001_7488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.19
52
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33
31.12
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1724
10
224
224
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10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.16
52
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33
30.66
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1583
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224
224
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model-npz/ResNet50_optadam_s10_e10_b2_lr001_2456.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.01
100
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32
30.66
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_2117
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.03
54
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32
30.83
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2549
10
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.14
55
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32
30.84
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_3199
10
224
224
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10
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model-npz/ResNet50_optadam_s10_e10_b4_lr001_1186.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.41
76
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33
31.05
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_1570
10
224
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10
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model-npz/ResNet50_optadam_s10_e10_b4_lr0001_2600.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.86
100
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34
31.66
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_5136
10
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.02
85
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34
31.9
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_5430
10
224
224
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10
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model-npz/ResNet50_optadam_s10_e10_b8_lr001_2161.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.7
74
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34
31.95
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_8367
10
224
224
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10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
1.85
73
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35
32.08
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_2875
10
224
224
3
10
adam
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38.33
model-npz/ResNet50_optadam_s10_e10_b8_lr00001_3199.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.19
74
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35
32.05
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3048
100
224
224
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10
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1
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41.13
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model-npz/ResNet50_optadam_s100_e1_b1_lr001_1318.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.41
60
5.9
33
31.88
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_1666
100
224
224
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10
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40.36
model-npz/ResNet50_optadam_s100_e1_b1_lr0001_2838.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.17
54
5.29
33
31.22
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_7225
100
224
224
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10
adam
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model-npz/ResNet50_optadam_s100_e1_b1_lr00001_1364.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.3
55
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32
30.63
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_8946
100
224
224
3
10
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2
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38.45
model-npz/ResNet50_optadam_s100_e1_b2_lr001_1115.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.3
60
5.28
34
31.68
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_7861
100
224
224
3
10
adam
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2
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37.21
37.25
model-npz/ResNet50_optadam_s100_e1_b2_lr0001_2886.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.03
66
4.14
34
32.37
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_2772
100
224
224
3
10
adam
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0.77
38.49
38.53
model-npz/ResNet50_optadam_s100_e1_b2_lr00001_3305.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.06
60
3.84
35
33.07
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1687
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
1.48
37.02
37.06
model-npz/ResNet50_optadam_s100_e1_b4_lr001_2008.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.05
61
3.45
35
33.08
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2112
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
1.44
36.19
36.23
model-npz/ResNet50_optadam_s100_e1_b4_lr0001_2963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1
59
3.86
35
32.59
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_1800
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
1.45
36.43
36.47
model-npz/ResNet50_optadam_s100_e1_b4_lr00001_2393.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.39
52
4.78
34
32.35
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_1794
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
2.89
37.59
37.63
model-npz/ResNet50_optadam_s100_e1_b8_lr001_6907.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.27
100
7.84
35
32.02
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_2467
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
2.92
37.97
38
model-npz/ResNet50_optadam_s100_e1_b8_lr0001_7622.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.14
82
7.26
35
32.23
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_3314
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
2.94
38.31
38.34
model-npz/ResNet50_optadam_s100_e1_b8_lr00001_2205.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.62
78
5.62
36
32.69
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1427
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
5.4
37.8
37.84
model-npz/ResNet50_optadam_s100_e1_b16_lr001_1795.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
2.41
78
6.93
37
33.34
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2086
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
5.59
39.14
39.17
model-npz/ResNet50_optadam_s100_e1_b16_lr0001_2006.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
2.08
81
6.61
37
33.47
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_1241
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
5.48
38.36
38.4
model-npz/ResNet50_optadam_s100_e1_b16_lr00001_1479.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
2.28
80
7.08
37
33.58
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_3353
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
9.8
39.23
39.26
model-npz/ResNet50_optadam_s100_e1_b32_lr001_6596.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
2.84
83
7.64
39
33.99
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2028
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
9.81
39.27
39.31
model-npz/ResNet50_optadam_s100_e1_b32_lr0001_2940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
3.6
82
9.8
39
34.41
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2632
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
9.67
38.71
38.76
model-npz/ResNet50_optadam_s100_e1_b32_lr00001_1920.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
3.25
80
9.06
39
34.73
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2560
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
21.02
42.06
42.11
model-npz/ResNet50_optadam_s100_e1_b64_lr001_1145.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
6.22
96
14.12
43
35.83
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_4087
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
20.87
41.76
41.79
model-npz/ResNet50_optadam_s100_e1_b64_lr0001_3046.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
78
6.15
91
13.37
44
37.05
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1622
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
20.89
41.81
41.84
model-npz/ResNet50_optadam_s100_e1_b64_lr00001_2640.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
6.18
97
15.96
44
37.66
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_3716
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.23
23.09
46.23
model-npz/ResNet50_optadam_s100_e2_b1_lr001_7062.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.88
55
7.82
38
35.5
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1737
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.23
23
46.06
model-npz/ResNet50_optadam_s100_e2_b1_lr0001_2597.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.86
91
7.45
35
34.12
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_4317
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.23
23.11
46.26
model-npz/ResNet50_optadam_s100_e2_b1_lr00001_1346.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.84
54
6.58
35
33.46
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1862
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.41
20.6
41.23
model-npz/ResNet50_optadam_s100_e2_b2_lr001_6901.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.66
100
7.2
35
32.98
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_7719
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.41
20.67
41.37
model-npz/ResNet50_optadam_s100_e2_b2_lr0001_2871.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.48
63
5.58
35
32.44
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1386
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.41
20.7
41.43
model-npz/ResNet50_optadam_s100_e2_b2_lr00001_2270.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.68
47
6.25
35
33.17