Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
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41
36.27
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10
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
48
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41
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10
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
47
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92
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42
37.01
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10
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Nvidia
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Tesla
6
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16
hbm2
732.2
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38
30.45
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10
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Nvidia
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Tesla
6
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16
hbm2
732.2
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10
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
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39
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29
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10
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
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38
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30
29.76
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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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56
16
hbm2
732.2
0
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31
29.92
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224
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10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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69
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31
30.02
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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
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34
32.12
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224
224
3
10
sgd
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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71
28.01
35
33.8
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1,000
224
224
3
10
sgd
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6.33
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35
33.99
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224
224
3
10
sgd
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
19
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74
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37
34.76
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224
224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s1000_e10_b8_lr0001_1762.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
17
10.59
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33.2
39
36.03
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224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
18
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63
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39
36.67
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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
28
14.7
74
38.14
41
37.37
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1,000
224
224
3
10
sgd
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
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78
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42
38.13
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224
224
3
10
sgd
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
14.04
73
36.31
42
38.45
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1,000
224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
39
17.13
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40.02
44
39.03
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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
39
17.14
85
39.82
44
39.57
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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
39
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45
40.32
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
19.68
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42.82
46
40.91
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
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47
41.55
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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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52
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47
42.05
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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
0
18
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81
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30
27.99
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10
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
hbm2
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19
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30
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
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0
16
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30
28.06
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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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30
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
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0
16
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30
28.07
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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
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30
28.07
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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
16
0.6
78
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30
28.06
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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
17
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30
28.06
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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
0.58
77
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30
28.06
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1
224
224
3
10
adam
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.68
80
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30
28.06
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1
224
224
3
10
adam
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.56
80
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30
28.09
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1
224
224
3
10
adam
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.58
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30
28.07
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_3387
10
224
224
3
10
adam
1
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138.6
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.65
79
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30
28.06
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_1935
10
224
224
3
10
adam
1
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137.18
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.64
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30
28.05
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10
224
224
3
10
adam
1
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140.32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.66
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30
28.04
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10
224
224
3
10
adam
1
2
0.01
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27.62
138.14
138.17
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.6
80
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30
28.06
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10
224
224
3
10
adam
1
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27.64
138.26
138.29
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.59
80
3.1
30
28.06
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1447
10
224
224
3
10
adam
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2
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136.59
136.62
model-npz/DenseNet201_optadam_s10_e1_b2_lr00001_2275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.63
80
3.25
30
28.07
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3199
10
224
224
3
10
adam
1
4
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48.3
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144.97
model-npz/DenseNet201_optadam_s10_e1_b4_lr001_3889.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.3
81
6.52
32
28.65
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2119
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
48.06
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144.25
model-npz/DenseNet201_optadam_s10_e1_b4_lr0001_1478.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.37
80
6.74
32
29
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2091
10
224
224
3
10
adam
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147.15
model-npz/DenseNet201_optadam_s10_e1_b4_lr00001_4171.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.13
82
5.69
32
28.74
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2082
10
224
224
3
10
adam
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143.42
model-npz/DenseNet201_optadam_s10_e1_b8_lr001_2745.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.38
79
6.52
33
29.26
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1696
10
224
224
3
10
adam
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8
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147.82
model-npz/DenseNet201_optadam_s10_e1_b8_lr0001_2980.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.45
79
6.71
32
29.31
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_6214
10
224
224
3
10
adam
1
8
0.0001
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73.25
146.54
146.57
model-npz/DenseNet201_optadam_s10_e1_b8_lr00001_6815.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.31
80
6.16
32
28.91
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1495
10
224
224
3
10
adam
2
1
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model-npz/DenseNet201_optadam_s10_e2_b1_lr001_2899.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.75
81
3.75
30
28.2
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_2719
10
224
224
3
10
adam
2
1
0.001
2.15.1
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70.87
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model-npz/DenseNet201_optadam_s10_e2_b1_lr0001_2159.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.75
80
3.76
30
28.38
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_7315
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
7
70.07
140.18
model-npz/DenseNet201_optadam_s10_e2_b1_lr00001_1799.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.63
78
3.25
30
28.1
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2737
10
224
224
3
10
adam
2
2
0.01
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12.2
14.04
70.26
140.56
model-npz/DenseNet201_optadam_s10_e2_b2_lr001_3022.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.73
79
3.79
30
28.16
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_2248
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
13.7
68.52
137.09
model-npz/DenseNet201_optadam_s10_e2_b2_lr0001_2999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.7
80
3.65
30
28.13
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_2657
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
14.1
70.56
141.15
model-npz/DenseNet201_optadam_s10_e2_b2_lr00001_2593.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.64
79
3.34
30
28.18
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1217
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
24.32
73
146.03
model-npz/DenseNet201_optadam_s10_e2_b4_lr001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.39
82
6.97
32
28.43
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_9006
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
24.29
72.91
145.85
model-npz/DenseNet201_optadam_s10_e2_b4_lr0001_1076.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.18
79
5.89
32
29.28
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1537
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
24.85
74.61
149.26
model-npz/DenseNet201_optadam_s10_e2_b4_lr00001_1341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.18
83
5.96
32
29.29
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2223
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
36.8
73.62
147.29
model-npz/DenseNet201_optadam_s10_e2_b8_lr001_2342.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.54
79
7.36
32
29.16
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_1599
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
36.5
73.03
146.1
model-npz/DenseNet201_optadam_s10_e2_b8_lr0001_3139.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.59
80
7.49
32
29.43
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2440
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
36.47
72.96
145.96
model-npz/DenseNet201_optadam_s10_e2_b8_lr00001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.43
82
6.89
33
29.61
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_4091
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
2.91
29.1
145.57
model-npz/DenseNet201_optadam_s10_e5_b1_lr001_2962.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.87
80
4.78
31
29.08
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_1678
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
2.88
28.83
144.21
model-npz/DenseNet201_optadam_s10_e5_b1_lr0001_7274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.67
80
3.91
30
29.03
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2440
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
2.9
29.07
145.39
model-npz/DenseNet201_optadam_s10_e5_b1_lr00001_9633.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.77
78
4.39
30
29.04