Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Tesla
6
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56
16
hbm2
732.2
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6
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16
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6
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16
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47
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Tesla
6
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16
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6
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6
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16
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6
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Nvidia
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6
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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32.3
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
18
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36
32.17
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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17
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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37
32.21
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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31.96
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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
32.28
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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27
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32.08
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
38
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39
32.23
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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37
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31.71
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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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31.85
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
49
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100
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39
31.82
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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
52
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39
32.3
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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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32.33
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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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100
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41
32.74
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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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67
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100
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33.05
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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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100
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41
33.16
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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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37
34.09
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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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16
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37
33.99
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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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34.03
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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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16
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38
33.85
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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
17
6.01
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28.49
38
33.99
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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
6.08
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39
34.34
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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
21
6.53
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25.32
40
34.11
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_6319
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
6.67
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25.95
40
34.57
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_3195
1,000
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
7.01
100
23.38
42
31.59
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1927
1,000
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
27
6.76
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42
34.34
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
6.79
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42
34.54
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.74
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44
34.71
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224
224
3
10
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16
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model-npz/ResNet152_optadam_s1000_e2_b16_lr0001_5308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.43
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19.61
42
34.5
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1,000
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224
3
10
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
7.63
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20.36
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34.24
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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52
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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732.2
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45
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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46
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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53
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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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55
41.19
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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53
41.95
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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41
33.35
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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
17
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36
32.9
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10
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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22
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33
30.68
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10
224
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
24
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32
29.97
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_1504
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.86
80
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31
29.85
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_7187
10
224
224
3
10
sgd
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1
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model-npz/ResNet152_optsgd_s10_e5_b1_lr0001_7226.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.81
79
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31
29.18
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_8877
10
224
224
3
10
sgd
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1
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14
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model-npz/ResNet152_optsgd_s10_e5_b1_lr00001_2825.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.82
68
4.73
31
29.13
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1795
10
224
224
3
10
sgd
5
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model-npz/ResNet152_optsgd_s10_e5_b2_lr001_2255.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.78
72
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31
29.06
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2409
10
224
224
3
10
sgd
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model-npz/ResNet152_optsgd_s10_e5_b2_lr0001_1097.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.66
72
3.56
31
29.08
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2195
10
224
224
3
10
sgd
5
2
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13.44
67.27
model-npz/ResNet152_optsgd_s10_e5_b2_lr00001_5387.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.73
69
3.59
31
29.11
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2349
10
224
224
3
10
sgd
5
4
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12.2
4.49
13.48
67.47
model-npz/ResNet152_optsgd_s10_e5_b4_lr001_1529.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.89
78
4.1
31
28.86
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_3687
10
224
224
3
10
sgd
5
4
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12.2
4.59
13.79
69
model-npz/ResNet152_optsgd_s10_e5_b4_lr0001_1474.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.03
81
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32
29.06