Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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Nvidia
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6
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16
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6
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16
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6
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16
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6
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16
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6
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16
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15
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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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56
16
hbm2
732.2
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15
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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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30.05
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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14
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30.05
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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16
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30.07
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
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16
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30.07
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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
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31
30.1
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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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20
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31
30.07
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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
0
15
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30.04
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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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10
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52
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30.03
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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8
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30.01
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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
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48
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30.01
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10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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66
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31
30.01
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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
14
0.53
55
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31
30.01
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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
16
0.98
71
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31
30.08
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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
0
17
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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
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30.11
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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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64
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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
16
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30.11
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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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16
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30.11
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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62
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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
15
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30.06
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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57
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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
14
0.52
70
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31
30.06
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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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7
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37
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30.03
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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3
31
30.02
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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
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9
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30.02
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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
hbm2
732.2
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14
0.59
73
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31
30.04
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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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56
16
hbm2
732.2
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16
0.65
64
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31
30.02
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224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.01
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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
17
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30.1
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224
224
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10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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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
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32
30.25
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100
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s100_e1_b16_lr0001_1804.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.01
76
4.13
32
30.21
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_2200
100
224
224
3
10
adam
1
16
0.0001
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12.2
5.33
37.34
37.36
model-npz/MobileNetV2_optadam_s100_e1_b16_lr00001_2808.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.92
79
3.98
32
30.29
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2071
100
224
224
3
10
adam
1
32
0.01
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12.2
9.54
38.2
38.23
model-npz/MobileNetV2_optadam_s100_e1_b32_lr001_1534.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.81
78
6.62
32
30.68
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_3172
100
224
224
3
10
adam
1
32
0.001
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12.2
10.32
41.29
41.32
model-npz/MobileNetV2_optadam_s100_e1_b32_lr0001_2036.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.32
77
5.69
32
30.75
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_3596
100
224
224
3
10
adam
1
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12.2
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37.56
37.59
model-npz/MobileNetV2_optadam_s100_e1_b32_lr00001_1135.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.42
75
5.01
32
30.7
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_6014
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
20.59
41.2
41.23
model-npz/MobileNetV2_optadam_s100_e1_b64_lr001_2683.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
1.97
96
6.54
34
30.94
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2950
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
19.91
39.84
39.86
model-npz/MobileNetV2_optadam_s100_e1_b64_lr0001_2113.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
2.2
95
8.11
34
31.13
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1080
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
19.37
38.77
38.8
model-npz/MobileNetV2_optadam_s100_e1_b64_lr00001_2255.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.19
91
8.56
34
31.46
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_1758
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.22
22.58
45.18
model-npz/MobileNetV2_optadam_s100_e2_b1_lr001_9226.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.75
28
5.32
32
31.07
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1135
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.23
23.02
46.08
model-npz/MobileNetV2_optadam_s100_e2_b1_lr0001_9874.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.8
51
5.81
31
30.98
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1656
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.23
23.57
47.17
model-npz/MobileNetV2_optadam_s100_e2_b1_lr00001_1319.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.88
60
5.93
31
30.31
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_6903
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.42
21.06
42.16
model-npz/MobileNetV2_optadam_s100_e2_b2_lr001_3177.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.72
33
4.02
31
30.03
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_6655
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.4
20.01
40.06
model-npz/MobileNetV2_optadam_s100_e2_b2_lr0001_1782.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.7
59
3.76
31
30.11
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1281
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.4
20.15
40.33
model-npz/MobileNetV2_optadam_s100_e2_b2_lr00001_2882.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.9
68
4.67
31
30.12
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1299
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.75
18.9
37.83
model-npz/MobileNetV2_optadam_s100_e2_b4_lr001_2804.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.69
68
3.07
31
30.11
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_9168
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.75
18.86
37.76
model-npz/MobileNetV2_optadam_s100_e2_b4_lr0001_2873.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.02
69
4.48
31
30.13
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2718
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.75
18.91
37.85
model-npz/MobileNetV2_optadam_s100_e2_b4_lr00001_2480.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.8
71
3.44
31
30.1
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_8711
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
1.47
19.19
38.42
model-npz/MobileNetV2_optadam_s100_e2_b8_lr001_1831.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.24
76
5.16
32
30.09
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_1121
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
1.47
19.11
38.26
model-npz/MobileNetV2_optadam_s100_e2_b8_lr0001_1232.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.16
74
4.8
32
30.14
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1056
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
1.45
18.93
37.9
model-npz/MobileNetV2_optadam_s100_e2_b8_lr00001_1355.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.05
75
4.31
32
30.17
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_3396
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
2.66
18.63
37.3
model-npz/MobileNetV2_optadam_s100_e2_b16_lr001_1638.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.55
78
5.92
32
30.37
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1989
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
2.79
19.54
39.11
model-npz/MobileNetV2_optadam_s100_e2_b16_lr0001_1472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.78
78
6.71
32
30.38