Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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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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15
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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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16
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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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732.2
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14
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Nvidia
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Tesla
6
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732.2
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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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732.2
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29.13
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Nvidia
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Tesla
6
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16
hbm2
732.2
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29.33
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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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18
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29.37
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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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23
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84
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29.31
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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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22
1.52
79
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29.58
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_6310
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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32
29.84
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224
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10
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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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29.66
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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
hbm2
732.2
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17
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29.39
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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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69
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29.35
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10
224
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10
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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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15
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31
29.33
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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
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15
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71
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29.17
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10
224
224
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10
adam
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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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74
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31
29.17
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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
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16
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32
29.25
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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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18
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81
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29.53
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10
224
224
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10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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19
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81
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29.49
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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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22
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29.87
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10
224
224
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10
adam
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43
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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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78
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29.93
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10
224
224
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10
adam
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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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22
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29.74
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224
224
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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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31
29.38
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224
224
3
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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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29.25
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224
224
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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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11
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46
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31
29.24
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224
224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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29.14
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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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29.12
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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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29.12
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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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20
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73
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29.14
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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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29.1
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224
224
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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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19
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78
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31
29.11
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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
29
1.76
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32
29.19
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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
27
1.51
92
6.64
32
29.74
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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
0
30
1.51
84
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33
30.09
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100
224
224
3
10
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16
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45.95
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
2.11
88
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33
30.11
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1630
100
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
1.88
89
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33
30.21
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100
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.53
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8.42
34
30.62
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100
224
224
3
10
adam
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32
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12.24
48.98
49.01
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
2.67
100
12.47
34
31.13
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_1373
100
224
224
3
10
adam
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32
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11.09
44.41
44.43
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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2.49
100
12.4
34
31.2
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100
224
224
3
10
adam
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11.64
46.57
46.6
model-npz/ResNet50_optadam_s100_e1_b32_lr00001_2542.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
2.22
100
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34
31.54
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_4762
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224
224
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10
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64
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model-npz/ResNet50_optadam_s100_e1_b64_lr001_3068.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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38
32.72
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_3299
100
224
224
3
10
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64
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model-npz/ResNet50_optadam_s100_e1_b64_lr0001_3418.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
3.83
100
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39
34.24
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2653
100
224
224
3
10
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64
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model-npz/ResNet50_optadam_s100_e1_b64_lr00001_1758.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
4.39
100
21.08
40
35.07
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_3394
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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
2.33
71
9.98
36
33.8
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2310
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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11
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47
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31.95
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1165
100
224
224
3
10
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1
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model-npz/ResNet50_optadam_s100_e2_b1_lr00001_3196.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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15
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67
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31.31
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1263
100
224
224
3
10
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2
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23
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.83
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32
30.76
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2957
100
224
224
3
10
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2
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model-npz/ResNet50_optadam_s100_e2_b2_lr0001_9336.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.89
79
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32
30.38
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2320
100
224
224
3
10
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2
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model-npz/ResNet50_optadam_s100_e2_b2_lr00001_9323.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.89
72
8.13
32
30.37
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2629
100
224
224
3
10
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4
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21.94
43.91
model-npz/ResNet50_optadam_s100_e2_b4_lr001_7028.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.75
74
7.02
33
30.31
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_1336
100
224
224
3
10
adam
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4
0.001
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21.25
42.54
model-npz/ResNet50_optadam_s100_e2_b4_lr0001_1452.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.69
79
6.51
33
30.23
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2266
100
224
224
3
10
adam
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4
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21.55
43.13
model-npz/ResNet50_optadam_s100_e2_b4_lr00001_7198.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.65
80
6.36
33
30.25
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_5148
100
224
224
3
10
adam
2
8
0.01
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1.7
22.07
44.18
model-npz/ResNet50_optadam_s100_e2_b8_lr001_2396.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.05
91
8.13
33
30.34
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_8957
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
1.73
22.47
44.97
model-npz/ResNet50_optadam_s100_e2_b8_lr0001_8185.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.1
86
8.05
33
30.36
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_2530
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
1.69
22.01
44.06
model-npz/ResNet50_optadam_s100_e2_b8_lr00001_1967.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.45
90
8.14
34
30.85
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_2944
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
3.1
21.73
43.5
model-npz/ResNet50_optadam_s100_e2_b16_lr001_2957.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.21
86
9.52
34
31.12
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_2104
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
3.15
22.1
44.23
model-npz/ResNet50_optadam_s100_e2_b16_lr0001_8623.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.28
89
9.05
35
31.34
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_4535
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
3.13
21.93
43.89
model-npz/ResNet50_optadam_s100_e2_b16_lr00001_2458.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
2.74
90
10.2
34
31.44
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1808
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
5.82
23.3
46.63
model-npz/ResNet50_optadam_s100_e2_b32_lr001_4887.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
2.68
100
12.32
35
31.85
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1632
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
5.71
22.86
45.76
model-npz/ResNet50_optadam_s100_e2_b32_lr0001_1579.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
3.53
100
14.29
36
31.99