Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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6
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16
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28
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6
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28
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16
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10
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Nvidia
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Tesla
6
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16
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14
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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18
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27.24
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10
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Tesla
6
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16
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18
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27.45
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10
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6
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16
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29
27.58
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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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732.2
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5
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27.32
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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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732.2
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27.05
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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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732.2
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28
27.03
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224
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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13
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27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1892
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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
3
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27
27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_1304
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
15
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27
27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_2336
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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
15
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28
27.05
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10
224
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
15
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28
27.08
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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
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16
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28
27.11
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10
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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
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14
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29
27.13
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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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100
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28
27.13
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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
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13
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28
27.23
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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28
27.05
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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0
5
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28
27.05
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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28
27.05
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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
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15
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27.05
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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
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27.05
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
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27.03
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10
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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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100
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28
27.1
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10
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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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14
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28
27.11
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10
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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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28
27.13
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10
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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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28
27.23
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10
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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
14
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100
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29
27.44
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10
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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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100
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28
27.44
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
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27.49
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10
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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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100
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28
27.31
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10
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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
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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
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0
6
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32
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10
224
224
3
10
sgd
10
2
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model-npz/MobileNet_optsgd_s10_e10_b2_lr0001_2943.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.95
100
6.66
28
27.13
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1015
10
224
224
3
10
sgd
10
2
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12.2
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1.3
13
model-npz/MobileNet_optsgd_s10_e10_b2_lr00001_2924.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.97
100
6.9
28
27.1
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1529
10
224
224
3
10
sgd
10
4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.93
68
4.35
29
27.12
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_5856
10
224
224
3
10
sgd
10
4
0.001
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model-npz/MobileNet_optsgd_s10_e10_b4_lr0001_2749.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
1.21
100
7.38
28
27.21
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2555
10
224
224
3
10
sgd
10
4
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model-npz/MobileNet_optsgd_s10_e10_b4_lr00001_1577.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.7
73
7
29
27.4
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_6537
10
224
224
3
10
sgd
10
8
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model-npz/MobileNet_optsgd_s10_e10_b8_lr001_1433.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.3
100
8.43
29
27.62
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2491
10
224
224
3
10
sgd
10
8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.58
100
9.3
29
27.63
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1467
10
224
224
3
10
sgd
10
8
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model-npz/MobileNet_optsgd_s10_e10_b8_lr00001_3045.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.85
68
9.05
29
27.85
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_2211
100
224
224
3
10
sgd
1
1
0.01
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13.83
13.85
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.82
100
4.83
28
27.7
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_5298
100
224
224
3
10
sgd
1
1
0.001
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12.2
0.16
15.99
16.01
model-npz/MobileNet_optsgd_s100_e1_b1_lr0001_2060.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.58
30
3.58
28
27.33
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_9996
100
224
224
3
10
sgd
1
1
0.0001
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12.2
0.14
14.21
14.24
model-npz/MobileNet_optsgd_s100_e1_b1_lr00001_3834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.7
32
4.27
28
27.23
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_8846
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.26
13.06
13.08
model-npz/MobileNet_optsgd_s100_e1_b2_lr001_2834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.97
64
5.34
28
27.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_9107
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.25
12.8
12.82
model-npz/MobileNet_optsgd_s100_e1_b2_lr0001_1634.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.74
40
4.11
28
27.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1842
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
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0.27
13.45
13.48
model-npz/MobileNet_optsgd_s100_e1_b2_lr00001_9152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1
56
5.6
28
27.1
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1066
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.5
12.64
12.66
model-npz/MobileNet_optsgd_s100_e1_b4_lr001_2752.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.95
100
6.38
28
27.08
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2596
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.49
12.4
12.43
model-npz/MobileNet_optsgd_s100_e1_b4_lr0001_3184.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.14
100
7.05
28
27.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_1086
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.5
12.48
12.51
model-npz/MobileNet_optsgd_s100_e1_b4_lr00001_2707.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.53
44
2.5
28
27.05
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_3254
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
1.01
13.14
13.17
model-npz/MobileNet_optsgd_s100_e1_b8_lr001_1371.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.45
100
9.34
29
27.24
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_3005
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
1.01
13.22
13.26
model-npz/MobileNet_optsgd_s100_e1_b8_lr0001_8086.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.67
100
9.95
29
27.38
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_1445
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.01
13.13
13.16
model-npz/MobileNet_optsgd_s100_e1_b8_lr00001_2591.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.41
100
8.67
29
27.36