Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla V100S-PCIE-32GB
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7
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80
32
hbm2
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22
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36
32.1
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Nvidia
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7
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80
32
hbm2
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23
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31.64
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Nvidia
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7
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80
32
hbm2
1,130
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23
2.98
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37
31.98
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_3065
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Nvidia
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7
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32
hbm2
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20
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7
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32
hbm2
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38
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7
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32
hbm2
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42
33.49
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Nvidia
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7
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32
hbm2
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41
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Nvidia
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7
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32
hbm2
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44
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34.43
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Nvidia
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7
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32
hbm2
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34
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Nvidia
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Tesla
7
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32
hbm2
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640
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42
33.77
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Nvidia
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7
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32
hbm2
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42
33.92
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Nvidia
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7
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32
hbm2
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48
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10
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Nvidia
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7
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32
hbm2
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48
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Nvidia
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7
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32
hbm2
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48
37.13
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Nvidia
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7
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32
hbm2
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42
31.89
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10
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Nvidia
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7
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32
hbm2
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640
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32
30.43
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10
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Nvidia
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7
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32
hbm2
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32
30.48
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10
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Nvidia
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7
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32
hbm2
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640
15
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33
30.87
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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
22
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34
31.14
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10
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Nvidia
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Tesla
7
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80
32
hbm2
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640
17
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34
32.02
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10
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Nvidia
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Tesla
7
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80
32
hbm2
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640
17
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64
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36
32.33
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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
18
3.06
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36
32.53
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_7979
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
17
2.92
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39
33.7
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
19
4.01
66
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42
36.08
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
3.94
69
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40
35.62
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
30
3.92
68
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40
34.04
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.54
83
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44
34.31
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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
39
5.65
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43
34.55
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
34
5.29
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44
34.79
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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
54
6.7
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46
35.35
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
6.3
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45
35.15
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
6.52
97
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45
35.11
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
9.27
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50
36.88
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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
68
8.83
98
18.07
50
38.25
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2339
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224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
67
8.8
99
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50
38.28
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224
224
3
10
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model-npz/DenseNet201_optadam_s1000_e5_b16_lr00001_4473.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.92
76
20
50
36.17
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2534
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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
55
10.87
87
21.41
50
38.38
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_3395
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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
51
10.84
91
21.44
50
38.48
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224
3
10
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model-npz/DenseNet201_optadam_s1000_e5_b32_lr00001_3054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
10.28
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52
39.64
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
68
12.94
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23.83
55
40.58
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10
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model-npz/DenseNet201_optadam_s1000_e5_b64_lr0001_3398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
68
13.23
97
24.28
53
41.08
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2041
1,000
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224
3
10
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34.72
173.65
model-npz/DenseNet201_optadam_s1000_e5_b64_lr00001_3318.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
12.9
97
23.99
55
40.8
DenseNet201_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2517
1
224
224
3
10
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1
0.01
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72.57
model-npz/DenseNet201_optsgd_s1_e5_b1_lr001_6957.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.32
60
4.74
34
32.62
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1
224
224
3
10
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5
1
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14
14.01
70.12
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.21
60
4.12
33
31.97
DenseNet201_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1575
1
224
224
3
10
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1
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14.47
72.43
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.12
61
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34
32.35
DenseNet201_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_5137
1
224
224
3
10
sgd
10
1
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.38
61
4.65
34
32.77
DenseNet201_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_2669
1
224
224
3
10
sgd
10
1
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.37
61
4.58
34
33.17
DenseNet201_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_3270
1
224
224
3
10
sgd
10
1
0.0001
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70.76
model-npz/DenseNet201_optsgd_s1_e10_b1_lr00001_1856.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.39
61
4.36
35
33.8
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_1742
10
224
224
3
10
sgd
1
1
0.01
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71.34
71.37
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.36
61
5.12
36
33.39
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_1814
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
7.21
72.21
72.24
model-npz/DenseNet201_optsgd_s10_e1_b1_lr0001_6628.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.28
61
4.7
33
31.59
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_2390
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
7.22
72.28
72.31
model-npz/DenseNet201_optsgd_s10_e1_b1_lr00001_2251.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.2
61
4.33
33
31.51
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_2623
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
14.36
71.87
71.91
model-npz/DenseNet201_optsgd_s10_e1_b2_lr001_2904.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.28
65
4.63
34
31.99
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_1226
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
14.44
72.23
72.27
model-npz/DenseNet201_optsgd_s10_e1_b2_lr0001_2154.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.35
61
4.85
34
32.65
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_3130
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
14.38
71.95
71.99
model-npz/DenseNet201_optsgd_s10_e1_b2_lr00001_4262.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.24
70
4.43
34
33.18
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_3026
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
25.97
77.97
78
model-npz/DenseNet201_optsgd_s10_e1_b4_lr001_2780.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.85
79
9.65
38
34.34
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_5129
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
25.89
77.73
77.77
model-npz/DenseNet201_optsgd_s10_e1_b4_lr0001_2848.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.56
79
8.49
39
35.25
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2281
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
25.73
77.25
77.29
model-npz/DenseNet201_optsgd_s10_e1_b4_lr00001_2385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
2.49
80
8.87
36
33.15
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_2264
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
39.3
78.65
78.69
model-npz/DenseNet201_optsgd_s10_e1_b8_lr001_1764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
2.87
77
9.08
37
33.11
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1721
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
39.94
79.94
79.97
model-npz/DenseNet201_optsgd_s10_e1_b8_lr0001_2039.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.26
75
10.39
37
33.02
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_1034
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
39.72
79.48
79.52
model-npz/DenseNet201_optsgd_s10_e1_b8_lr00001_5133.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.81
82
9.32
37
32.58
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_3192
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
3.65
36.56
73.16
model-npz/DenseNet201_optsgd_s10_e2_b1_lr001_7801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.16
59
4.41
34
31.93
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_2648
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
3.69
36.94
73.92
model-npz/DenseNet201_optsgd_s10_e2_b1_lr0001_1028.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.24
63
4.71
33
31.24