Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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30
30
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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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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16
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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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16
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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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16
hbm2
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31
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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57
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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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30
30
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
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30
30
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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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31
30.02
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
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30
30
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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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31
30.07
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
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31
30.09
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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
1.16
73
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31
30.18
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10
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
1.09
71
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31
30.32
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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
17
1.32
72
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31
30.14
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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
1.28
100
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31
30.29
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
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41
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31
30.22
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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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72
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31
30.05
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.87
84
5.47
31
30.02
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.64
36
3.05
31
30.02
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2964
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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
0.64
65
2.95
30
30
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2330
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
11
0.66
40
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31
30.02
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1497
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
1.32
71
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31
30.07
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2450
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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
1.05
74
5
31
30.05
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1161
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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
1.07
69
4.58
31
30.07
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_2550
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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
1.21
69
5.33
31
30.14
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_8409
10
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
1.25
73
5.58
31
30.18
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_6343
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224
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10
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22
model-npz/MobileNetV2_optsgd_s10_e5_b8_lr00001_1173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.26
69
5.53
31
30.19
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2342
10
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224
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10
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model-npz/MobileNetV2_optsgd_s10_e10_b1_lr001_1866.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.77
38
4.32
31
30.32
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_1505
10
224
224
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10
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model-npz/MobileNetV2_optsgd_s10_e10_b1_lr0001_9889.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.86
37
4.98
31
30.17
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2135
10
224
224
3
10
sgd
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2.45
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model-npz/MobileNetV2_optsgd_s10_e10_b1_lr00001_2368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.8
48
5.37
31
30.02
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_1999
10
224
224
3
10
sgd
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0.44
2.22
22.31
model-npz/MobileNetV2_optsgd_s10_e10_b2_lr001_2837.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.86
100
5.53
31
30.11
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_6467
10
224
224
3
10
sgd
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22.53
model-npz/MobileNetV2_optsgd_s10_e10_b2_lr0001_2635.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.91
70
5.37
31
30.14
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1964
10
224
224
3
10
sgd
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2.21
22.21
model-npz/MobileNetV2_optsgd_s10_e10_b2_lr00001_4463.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.83
26
4.19
31
30.31
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_2697
10
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224
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10
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23.37
model-npz/MobileNetV2_optsgd_s10_e10_b4_lr001_2048.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.1
73
5.17
32
30.62
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_2847
10
224
224
3
10
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22.91
model-npz/MobileNetV2_optsgd_s10_e10_b4_lr0001_4419.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.24
71
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32
31
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_1188
10
224
224
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10
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22.96
model-npz/MobileNetV2_optsgd_s10_e10_b4_lr00001_3306.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
72
7.14
32
31.05
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_4986
10
224
224
3
10
sgd
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1.11
2.24
22.44
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.37
73
6
32
31.05
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3
10
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22.17
model-npz/MobileNetV2_optsgd_s10_e10_b8_lr0001_1576.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.63
68
6.98
32
31.08
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1691
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224
224
3
10
sgd
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2.22
22.29
model-npz/MobileNetV2_optsgd_s10_e10_b8_lr00001_2024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.51
72
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32
31.07
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_1623
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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
6
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100
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31
31
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_4564
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224
224
3
10
sgd
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1
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24.84
model-npz/MobileNetV2_optsgd_s100_e1_b1_lr0001_4664.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
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38
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31
31
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_9810
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224
224
3
10
sgd
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1
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24.13
24.16
model-npz/MobileNetV2_optsgd_s100_e1_b1_lr00001_1720.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.85
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31
30.89
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_2348
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224
224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s100_e1_b2_lr001_2790.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.8
70
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31
30.93
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1527
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224
224
3
10
sgd
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22.43
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model-npz/MobileNetV2_optsgd_s100_e1_b2_lr0001_2896.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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31
31
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_2114
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224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.74
73
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31
31
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_3090
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224
224
3
10
sgd
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21.16
model-npz/MobileNetV2_optsgd_s100_e1_b4_lr001_2517.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.96
71
4.29
32
31.02
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100
224
224
3
10
sgd
1
4
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21.26
21.28
model-npz/MobileNetV2_optsgd_s100_e1_b4_lr0001_2094.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.82
69
3.74
32
31.02
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_1814
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224
3
10
adam
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52.94
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model-npz/MobileNetV2_optadam_s1000_e10_b1_lr001_7150.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.72
32
23.3
29
28.32
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_1931
1,000
224
224
3
10
adam
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52.28
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model-npz/MobileNetV2_optadam_s1000_e10_b1_lr0001_1865.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
2.79
39
23.87
29
28.92
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_3297
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224
224
3
10
adam
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52.66
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model-npz/MobileNetV2_optadam_s1000_e10_b1_lr00001_5323.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.78
57
23.68
29
28.91
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1586
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224
224
3
10
adam
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27.97
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model-npz/MobileNetV2_optadam_s1000_e10_b2_lr001_8230.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
3.99
56
26.04
30
29.47
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_1102
1,000
224
224
3
10
adam
10
2
0.001
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28.56
285.69
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr0001_3065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.9
53
25.28
30
29.73
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2590
1,000
224
224
3
10
adam
10
2
0.0001
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12.2
0.05
27.91
279.17
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr00001_2280.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.07
60
26.14
30
29.72
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2938
1,000
224
224
3
10
adam
10
4
0.01
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0.06
16.27
162.8
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr001_2466.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.88
64
25.72
34
31.5
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1980
1,000
224
224
3
10
adam
10
4
0.001
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0.06
15.87
158.78
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr0001_9976.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6.04
47
25.84
35
32.82
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1928
1,000
224
224
3
10
adam
10
4
0.0001
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15.76
157.69
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr00001_4734.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
6.08
50
26.23
35
33.35
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_5818
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.08
10.37
103.77
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr001_1928.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
8.68
71
28.08
37
33.88
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2234
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.08
10.19
101.95
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr0001_2499.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
8.7
67
28.2
37
34.29
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2752
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
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10.06
100.63
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr00001_3317.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
9.07
64
29.27
38
34.82