Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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Nvidia
Tesla P100-PCIE-16GB
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6
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56
16
hbm2
732.2
0
17
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43
40.48
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Nvidia
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6
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16
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16
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Nvidia
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6
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16
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18
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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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19
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Nvidia
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6
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16
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16
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37.22
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6
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37.02
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Nvidia
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6
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16
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18
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37.02
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Nvidia
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Tesla
6
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16
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16
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6
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56
16
hbm2
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16
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38
37.07
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Nvidia
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Tesla
6
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16
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16
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37.03
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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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37.01
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10
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6
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16
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19
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37.1
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Nvidia
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6
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56
16
hbm2
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0
17
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38
37.05
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10
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Nvidia
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6
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16
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16
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37.01
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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
15
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38
37.05
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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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38
37.07
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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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20
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40
37.54
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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
19
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40
37.46
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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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40
37.59
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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
19
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40
37.92
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10
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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
19
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81
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40
38.1
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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
28
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41
38.31
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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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41
38.84
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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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41
39.01
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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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20
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42
38.91
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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
19
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43
39.15
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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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29
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43
39.32
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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
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44
39.74
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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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45
40.21
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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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32
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45
40.44
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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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50
6.92
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21.86
46
41.02
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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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52
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46
41.26
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1634
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3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
6.89
98
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46
41.41
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
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31.04
51
42.98
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_9007
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
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28.08
51
44.33
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1422
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3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
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100
28.55
52
44.54
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_2744
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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
19
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76
23.23
47
39.11
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224
224
3
10
sgd
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168.19
336.41
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.38
77
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38
37.48
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2699
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224
3
10
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169.99
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model-npz/DenseNet169_optsgd_s1000_e2_b1_lr00001_1238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.26
77
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38
37.46
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10
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101.01
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
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39
37.54
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_4360
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224
224
3
10
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model-npz/DenseNet169_optsgd_s1000_e2_b2_lr0001_7037.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.88
76
21.33
39
38
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3201
1,000
224
224
3
10
sgd
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199.92
model-npz/DenseNet169_optsgd_s1000_e2_b2_lr00001_2154.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.99
76
21.14
41
39.06
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_3329
1,000
224
224
3
10
sgd
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67.98
136
model-npz/DenseNet169_optsgd_s1000_e2_b4_lr001_3281.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.34
76
19.64
42
39.39
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_7274
1,000
224
224
3
10
sgd
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67.2
134.43
model-npz/DenseNet169_optsgd_s1000_e2_b4_lr0001_1024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.47
79
20
42
39.49
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_8307
1,000
224
224
3
10
sgd
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67.69
135.42
model-npz/DenseNet169_optsgd_s1000_e2_b4_lr00001_2602.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.44
80
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42
39.6
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_5889
1,000
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224
3
10
sgd
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104.23
model-npz/DenseNet169_optsgd_s1000_e2_b8_lr001_1529.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
5.98
80
19.55
43
39.61
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2953
1,000
224
224
3
10
sgd
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8
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51.93
103.9
model-npz/DenseNet169_optsgd_s1000_e2_b8_lr0001_1881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
6.07
81
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44
40.05
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2972
1,000
224
224
3
10
sgd
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8
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51.95
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model-npz/DenseNet169_optsgd_s1000_e2_b8_lr00001_2190.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
6.11
78
20.05
44
40.42
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_1172
1,000
224
224
3
10
sgd
2
16
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48.97
97.98
model-npz/DenseNet169_optsgd_s1000_e2_b16_lr001_6049.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
8.02
84
23.6
46
40.81
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_2919
1,000
224
224
3
10
sgd
2
16
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12.2
0.78
49.29
98.62
model-npz/DenseNet169_optsgd_s1000_e2_b16_lr0001_2329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.98
87
22.9
47
41.4
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_5963
1,000
224
224
3
10
sgd
2
16
0.0001
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48.15
96.34
model-npz/DenseNet169_optsgd_s1000_e2_b16_lr00001_2557.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
7.95
91
23.28
47
41.73
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_1038
1,000
224
224
3
10
sgd
2
32
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46.73
93.51
model-npz/DenseNet169_optsgd_s1000_e2_b32_lr001_9418.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
8.98
99
23.78
48
41.91
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_3215
1,000
224
224
3
10
sgd
2
32
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46.38
92.8
model-npz/DenseNet169_optsgd_s1000_e2_b32_lr0001_4935.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
9.13
90
23.96
49
42.26
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3382
1,000
224
224
3
10
sgd
2
32
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12.2
1.46
46.99
94.03
model-npz/DenseNet169_optsgd_s1000_e2_b32_lr00001_9630.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
9.25
89
25.74
48
42.3
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1137
1,000
224
224
3
10
sgd
2
64
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12.2
3.15
50.52
101.09
model-npz/DenseNet169_optsgd_s1000_e2_b64_lr001_5217.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
11.55
99
29.84
52
43.88
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_8216
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
3.15
50.54
101.11
model-npz/DenseNet169_optsgd_s1000_e2_b64_lr0001_2576.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
11.19
99
30.53
52
45.15
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2262
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
3.12
50.04
100.11
model-npz/DenseNet169_optsgd_s1000_e2_b64_lr00001_2099.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
11.72
99
30.57
53
45.45
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_2983
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.25
32.21
161.09
model-npz/DenseNet169_optsgd_s1000_e5_b8_lr001_5559.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.36
81
29.56
45
40.21
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_2562
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.25
32.05
160.3
model-npz/DenseNet169_optsgd_s1000_e5_b8_lr0001_1132.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
9.18
81
28.99
47
42.28
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_7289
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.25
31.43
157.23
model-npz/DenseNet169_optsgd_s1000_e5_b8_lr00001_3120.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
9.7
80
30.38
48
43.02
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2255
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.41
26.22
131.15
model-npz/DenseNet169_optsgd_s1000_e5_b16_lr001_2599.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
12.88
89
33.5
50
43.76
DenseNet169_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_6695
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.41
26.27
131.4
model-npz/DenseNet169_optsgd_s1000_e5_b16_lr0001_3171.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
12.72
90
33.22
51
44.74