Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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16
hbm2
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224
224
3
10
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Nvidia
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6
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56
16
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16
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36
34.31
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224
224
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10
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Nvidia
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6
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16
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20
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37
34.31
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224
224
3
10
sgd
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Nvidia
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6
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16
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17
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37
34.37
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224
224
3
10
sgd
10
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Nvidia
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6
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56
16
hbm2
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37
34.75
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Nvidia
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6
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56
16
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39
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DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_2644
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224
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Nvidia
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6
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16
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40
35.69
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224
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10
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6
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16
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29
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40
36.06
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224
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10
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Nvidia
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6
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16
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38
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41
36.14
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224
3
10
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Nvidia
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6
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16
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41
36.21
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224
3
10
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Nvidia
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6
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16
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0
37
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42
36.08
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
52
7.37
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22.71
43
36.39
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224
224
3
10
sgd
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Nvidia
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Tesla
6
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16
hbm2
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43
36.68
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224
3
10
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Nvidia
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Tesla
6
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56
16
hbm2
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0
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42
36.67
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224
3
10
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Nvidia
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Tesla
6
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16
hbm2
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47
38.33
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224
224
3
10
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Nvidia
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Tesla
6
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56
16
hbm2
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47
39.86
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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48
40.22
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Nvidia
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Tesla
6
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16
hbm2
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43
35.52
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Nvidia
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Tesla
6
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16
hbm2
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0
16
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35
33.21
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
16
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35
33.61
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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0
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36
33.74
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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0
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36
33.95
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
20
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34
30.69
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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34
31.1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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0
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35
31.45
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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36
31.74
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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36
31.99
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
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38
32.33
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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37
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39
33.07
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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39
33.63
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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40
33.97
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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49
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40
34.4
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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40
34.43
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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61
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32.07
46
36.18
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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31.44
47
38.08
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
60
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100
30.84
47
38.7
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1458
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
18
2.59
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41
33.02
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
18
2.58
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32
30.51
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224
3
10
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392.69
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
17
2.58
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31
30.61
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.35
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33
30.94
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224
3
10
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119.96
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.34
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34
32.17
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model-npz/DenseNet201_optsgd_s1000_e2_b2_lr00001_2991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
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23.25
35
32.05
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_1518
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.05
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35
32.46
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
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36
32.9
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224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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18
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33
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_3089
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10
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model-npz/DenseNet201_optsgd_s1000_e2_b8_lr001_5566.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
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38
33.23
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_1990
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
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82
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39
33.54
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224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
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38
33.65
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_2870
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224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
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91
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40
34.15
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1,000
224
224
3
10
sgd
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16
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58.61
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model-npz/DenseNet201_optsgd_s1000_e2_b16_lr0001_2345.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
8.51
99
24.32
42
34.82
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1322
1,000
224
224
3
10
sgd
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16
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58.76
117.56
model-npz/DenseNet201_optsgd_s1000_e2_b16_lr00001_2663.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
8.71
90
26.02
42
35.21
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_3888
1,000
224
224
3
10
sgd
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32
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model-npz/DenseNet201_optsgd_s1000_e2_b32_lr001_9087.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
10.01
95
26.85
43
35.6
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2815
1,000
224
224
3
10
sgd
2
32
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model-npz/DenseNet201_optsgd_s1000_e2_b32_lr0001_3357.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
9.96
100
26.61
44
36
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_6889
1,000
224
224
3
10
sgd
2
32
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114.18
model-npz/DenseNet201_optsgd_s1000_e2_b32_lr00001_2275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
9.66
99
26.29
44
36.05
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_3102
1,000
224
224
3
10
sgd
2
64
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62.36
124.76
model-npz/DenseNet201_optsgd_s1000_e2_b64_lr001_1457.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.34
100
33.8
48
38.01
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1333
1,000
224
224
3
10
sgd
2
64
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62.68
125.4
model-npz/DenseNet201_optsgd_s1000_e2_b64_lr0001_2548.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.48
100
33.05
49
39.61
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2098
1,000
224
224
3
10
sgd
2
64
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12.2
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62.57
125.18
model-npz/DenseNet201_optsgd_s1000_e2_b64_lr00001_2809.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
13.48
100
36.62
49
40.1
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2139
1,000
224
224
3
10
sgd
5
32
0.01
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28.67
143.39
model-npz/DenseNet201_optsgd_s1000_e5_b32_lr001_2398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
16.09
100
37.3
47
34.72
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2623
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.9
28.94
144.74
model-npz/DenseNet201_optsgd_s1000_e5_b32_lr0001_3715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
15.86
99
37.28
50
39.53
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1795
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.9
28.85
144.33
model-npz/DenseNet201_optsgd_s1000_e5_b32_lr00001_3666.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
15.9
94
35.93
51
40.63
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3552
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.86
29.78
148.94
model-npz/DenseNet201_optsgd_s1000_e5_b64_lr001_8552.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
18.8
100
41.41
55
42.83
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_1118
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.87
29.95
149.79
model-npz/DenseNet201_optsgd_s1000_e5_b64_lr0001_1780.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
19.41
100
44.18
55
44.28
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_6289
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.89
30.31
151.61
model-npz/DenseNet201_optsgd_s1000_e5_b64_lr00001_1999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
18.42
100
41.5
55
44.47