Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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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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14
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Nvidia
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Tesla
6
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16
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Nvidia
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Tesla
6
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732.2
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Nvidia
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Tesla
6
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732.2
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Tesla
6
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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732.2
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24
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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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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21
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35.41
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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732.2
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35.22
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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15
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35.3
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224
224
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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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16
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35.41
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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732.2
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Nvidia
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Tesla
6
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35.25
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224
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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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35.34
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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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17
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35.35
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224
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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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35.51
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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35.66
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224
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Nvidia
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Tesla
6
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16
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36
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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36.31
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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732.2
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20
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36.1
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100
224
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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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36.04
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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35.65
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224
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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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Nvidia
Tesla P100-PCIE-16GB
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6
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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Nvidia
Tesla P100-PCIE-16GB
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6
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Nvidia
Tesla P100-PCIE-16GB
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6
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732.2
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35.36
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Nvidia
Tesla P100-PCIE-16GB
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6
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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36.08
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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26
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35.71
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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36
1.01
89
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40
36.2
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100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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33
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40
36.13
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100
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
36
1.14
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40
36.37
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100
224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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47
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100
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40
36.14
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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
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36.06
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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36.49
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100
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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43
36.66
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224
224
3
10
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model-npz/ResNet152_optadam_s100_e1_b64_lr0001_2554.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
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100
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43
37.3
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224
224
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64
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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52
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
15
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74
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39
36.53
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224
224
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10
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model-npz/ResNet152_optadam_s100_e2_b1_lr0001_2308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
15
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36.05
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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
16
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35.98
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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
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15
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38
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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2276
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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
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15
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6.26
39
35.51
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1840
100
224
224
3
10
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model-npz/ResNet152_optadam_s100_e2_b2_lr00001_8646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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77
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39
35.57
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1172
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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
1.14
76
4.55
39
35.52
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_2670
100
224
224
3
10
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model-npz/ResNet152_optadam_s100_e2_b4_lr0001_1293.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.16
75
4.69
39
35.55
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_6743
100
224
224
3
10
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4
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model-npz/ResNet152_optadam_s100_e2_b4_lr00001_2724.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.16
81
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39
35.64
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1279
100
224
224
3
10
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8
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model-npz/ResNet152_optadam_s100_e2_b8_lr001_2925.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.4
92
5.34
40
35.4
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2168
100
224
224
3
10
adam
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8
0.001
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model-npz/ResNet152_optadam_s100_e2_b8_lr0001_1601.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.31
90
5.57
40
35.69
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1767
100
224
224
3
10
adam
2
8
0.0001
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4.57
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119.09
model-npz/ResNet152_optadam_s100_e2_b8_lr00001_6354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.32
86
5.05
40
35.72
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_2908
100
224
224
3
10
adam
2
16
0.01
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8.26
57.9
115.84
model-npz/ResNet152_optadam_s100_e2_b16_lr001_3620.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
1.5
96
5.54
41
35.93
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_2059
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
8.34
58.42
116.88
model-npz/ResNet152_optadam_s100_e2_b16_lr0001_2279.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.64
99
5.69
41
35.59
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_6242
100
224
224
3
10
adam
2
16
0.0001
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12.2
8.4
58.82
117.67
model-npz/ResNet152_optadam_s100_e2_b16_lr00001_2772.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.55
99
5.12
41
35.8
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_3119
100
224
224
3
10
adam
2
32
0.01
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12.2
14.4
57.64
115.31
model-npz/ResNet152_optadam_s100_e2_b32_lr001_1215.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
1.69
100
6.03
41
36.08
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_2187
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
14.71
58.86
117.76
model-npz/ResNet152_optadam_s100_e2_b32_lr0001_4670.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
1.64
100
5.61
41
35.84
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_1449
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
14.4
57.61
115.26
model-npz/ResNet152_optadam_s100_e2_b32_lr00001_6359.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
1.6
100
5.12
42
36.18
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_2075
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
30.35
60.72
121.48
model-npz/ResNet152_optadam_s100_e2_b64_lr001_2599.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
2.25
100
9.54
44
36.48