Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/ResNet50_optadam_s100_e10_b1_lr00001_2273.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
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33
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Nvidia
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Tesla
7
5,120
80
32
hbm2
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16
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
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640
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83
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34
32.42
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224
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Nvidia
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Tesla
7
5,120
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32
hbm2
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640
17
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32.56
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Nvidia
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Tesla
7
5,120
80
32
hbm2
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640
16
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33.44
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_4223
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Nvidia
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Tesla
7
5,120
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32
hbm2
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17
3.69
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34.68
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_3143
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Nvidia
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Tesla
7
5,120
80
32
hbm2
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640
17
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34.7
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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29
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34.74
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1938
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
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640
25
4.67
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34.84
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1981
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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
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640
30
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40
35.12
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
41
5.08
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42
35.57
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_5882
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
41
5.65
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35.64
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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40
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35.49
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1833
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
53
5.69
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41
35.59
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_7040
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
5.77
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42
35.6
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2959
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
52
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42
35.79
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2769
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
58
8.44
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44
36.54
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_3110
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10
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Nvidia
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Tesla
7
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80
32
hbm2
1,130
640
76
9.55
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45
37.52
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_1951
100
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
57
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45
37.82
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
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35.14
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_2442
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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
4.14
55
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34
32.38
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2999
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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
4.04
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33
31.4
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_2613
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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
3.87
52
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33
31.63
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1830
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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
15
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34
32.31
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3528
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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
15
3.96
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35
32.46
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_2338
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
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33.58
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_3193
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.65
60
11.33
37
34.12
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1013
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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
3.58
61
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37
34.09
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1400
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10
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model-npz/ResNet50_optadam_s1000_e1_b8_lr001_6376.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.32
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39
34.43
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2617
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10
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model-npz/ResNet50_optadam_s1000_e1_b8_lr0001_2566.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
4.21
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39
34.46
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
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39
34.42
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1657
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10
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model-npz/ResNet50_optadam_s1000_e1_b16_lr001_2701.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
5.6
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41
34.76
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3246
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10
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model-npz/ResNet50_optadam_s1000_e1_b16_lr0001_7354.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.65
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12.4
41
35.34
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_9801
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3
10
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model-npz/ResNet50_optadam_s1000_e1_b16_lr00001_3171.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.56
82
13.04
42
35.6
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2762
1,000
224
224
3
10
adam
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41.3
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
6.53
91
14.73
42
35.62
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_3227
1,000
224
224
3
10
adam
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42.48
42.51
model-npz/ResNet50_optadam_s1000_e1_b32_lr0001_1305.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
6.52
93
14.71
41
35.67
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2113
1,000
224
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3
10
adam
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41.56
41.59
model-npz/ResNet50_optadam_s1000_e1_b32_lr00001_2675.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
6.48
92
14.69
42
35.63
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_5454
1,000
224
224
3
10
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model-npz/ResNet50_optadam_s1000_e1_b64_lr001_7488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
9.78
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21.66
45
36.68
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_7962
1,000
224
224
3
10
adam
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45.11
model-npz/ResNet50_optadam_s1000_e1_b64_lr0001_2731.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
7.58
96
17.06
45
37.2
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1195
1,000
224
224
3
10
adam
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45.35
model-npz/ResNet50_optadam_s1000_e1_b64_lr00001_5861.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
7.97
96
17.03
46
37.68
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1907
1,000
224
224
3
10
adam
2
1
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0.07
72.55
145.14
model-npz/ResNet50_optadam_s1000_e2_b1_lr001_2403.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
5.24
55
21.99
39
33.88
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_9673
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Nvidia
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7
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32
hbm2
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Nvidia
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7
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80
32
hbm2
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640
15
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Nvidia
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Tesla
7
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80
32
hbm2
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640
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
15
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32.54
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
14
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37
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
17
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34.49
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
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39
35.38
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
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40
36.12
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10
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model-npz/ResNet50_optadam_s1000_e2_b8_lr001_4461.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
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43
36.42
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10
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model-npz/ResNet50_optadam_s1000_e2_b8_lr0001_3147.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
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17.49
41
36.76
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1,000
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224
3
10
adam
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model-npz/ResNet50_optadam_s1000_e2_b8_lr00001_1092.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
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43
36.75
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2068
1,000
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
7.95
83
16.87
45
37.47
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2416
1,000
224
224
3
10
adam
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model-npz/ResNet50_optadam_s1000_e2_b16_lr0001_6972.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.74
85
18.2
44
37.72
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_7043
1,000
224
224
3
10
adam
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23.6
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model-npz/ResNet50_optadam_s1000_e2_b16_lr00001_2127.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.33
86
16.99
44
37.58
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2851
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224
224
3
10
adam
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32
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22.59
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model-npz/ResNet50_optadam_s1000_e2_b32_lr001_3279.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
9.62
91
19.12
45
37.68
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1965
1,000
224
224
3
10
adam
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32
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22.43
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model-npz/ResNet50_optadam_s1000_e2_b32_lr0001_2006.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
8.99
92
18.8
45
37.89
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2899
1,000
224
224
3
10
adam
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32
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22.83
45.7
model-npz/ResNet50_optadam_s1000_e2_b32_lr00001_5765.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
8.79
92
17.51
45
37.88
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_6887
1,000
224
224
3
10
adam
2
64
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24.03
48.09
model-npz/ResNet50_optadam_s1000_e2_b64_lr001_7818.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
11.43
96
21.98
46
38.25
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_8170
1,000
224
224
3
10
adam
2
64
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2.15.1
12.2
1.51
24.13
48.32
model-npz/ResNet50_optadam_s1000_e2_b64_lr0001_2439.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
10.45
95
21.96
47
39.21
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1972
1,000
224
224
3
10
adam
2
64
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12.2
1.5
24.11
48.25
model-npz/ResNet50_optadam_s1000_e2_b64_lr00001_5724.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
10.62
98
20.54
47
39.38
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2962
1,000
224
224
3
10
adam
5
2
0.001
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12.2
0.07
33.8
169.05
model-npz/ResNet50_optadam_s1000_e5_b2_lr0001_2864.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
7.25
100
26.96
39
34.94