Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/NASNetMobile_optadam_s10_e2_b1_lr001_1009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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model-npz/NASNetMobile_optadam_s10_e2_b1_lr0001_5544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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5
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25
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30.91
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10
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model-npz/NASNetMobile_optadam_s10_e2_b1_lr00001_2727.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
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28
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31
30.9
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1031
10
224
224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e2_b2_lr001_1856.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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57
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31
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_2951
10
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10
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model-npz/NASNetMobile_optadam_s10_e2_b2_lr0001_2091.npz
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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31
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1262
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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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29
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31.02
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model-npz/NASNetMobile_optadam_s10_e2_b4_lr001_3156.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.19
73
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33
31.2
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10
224
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3
10
adam
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model-npz/NASNetMobile_optadam_s10_e2_b4_lr0001_1898.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.21
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32
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224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e2_b4_lr00001_3065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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0.17
68
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32
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NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_5786
10
224
224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e2_b8_lr001_8134.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.26
70
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33
32.01
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10
224
224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e2_b8_lr0001_2840.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.17
68
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33
31.95
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2460
10
224
224
3
10
adam
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model-npz/NASNetMobile_optadam_s10_e2_b8_lr00001_2830.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.23
71
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33
31.97
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2885
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224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e5_b1_lr001_6621.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
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68
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32
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NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_9185
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model-npz/NASNetMobile_optadam_s10_e5_b1_lr0001_1065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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65
1.95
33
32
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1614
10
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224
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10
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model-npz/NASNetMobile_optadam_s10_e5_b1_lr00001_2391.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.16
69
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32
31.99
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_1788
10
224
224
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10
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model-npz/NASNetMobile_optadam_s10_e5_b2_lr001_3300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.15
70
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32
31.32
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10
224
224
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10
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model-npz/NASNetMobile_optadam_s10_e5_b2_lr0001_8137.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.15
65
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32
31.01
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10
224
224
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10
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model-npz/NASNetMobile_optadam_s10_e5_b2_lr00001_2088.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.15
67
1.29
32
31.02
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10
224
224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e5_b4_lr001_6543.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.24
70
1.38
32
31.04
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10
224
224
3
10
adam
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model-npz/NASNetMobile_optadam_s10_e5_b4_lr0001_2716.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.23
67
1.37
32
31.46
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2774
10
224
224
3
10
adam
5
4
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model-npz/NASNetMobile_optadam_s10_e5_b4_lr00001_3246.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.23
69
1.34
32
31.57
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1981
10
224
224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e5_b8_lr001_5414.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.23
70
1.22
33
31.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1462
10
224
224
3
10
adam
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model-npz/NASNetMobile_optadam_s10_e5_b8_lr0001_1149.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.24
70
1.32
32
31.75
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_3147
10
224
224
3
10
adam
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model-npz/NASNetMobile_optadam_s10_e5_b8_lr00001_2977.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.2
50
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33
31.95
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_5238
10
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224
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10
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148.82
model-npz/NASNetMobile_optadam_s10_e10_b1_lr001_1372.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.2
67
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32
31.76
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1435
10
224
224
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10
adam
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151.41
model-npz/NASNetMobile_optadam_s10_e10_b1_lr0001_3035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.2
44
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32
31.01
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1228
10
224
224
3
10
adam
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147.95
model-npz/NASNetMobile_optadam_s10_e10_b1_lr00001_6561.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.2
57
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31
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10
224
224
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10
adam
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model-npz/NASNetMobile_optadam_s10_e10_b2_lr001_1271.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.19
62
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31
31
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1536
10
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224
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10
adam
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138.75
model-npz/NASNetMobile_optadam_s10_e10_b2_lr0001_1397.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.18
58
1.99
32
31.01
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1291
10
224
224
3
10
adam
10
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137.34
model-npz/NASNetMobile_optadam_s10_e10_b2_lr00001_6305.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.2
67
2.17
32
31.07
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_1522
10
224
224
3
10
adam
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140.79
model-npz/NASNetMobile_optadam_s10_e10_b4_lr001_6472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.27
66
1.95
32
31.08
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_7497
10
224
224
3
10
adam
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138.02
model-npz/NASNetMobile_optadam_s10_e10_b4_lr0001_2140.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.24
68
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32
31.42
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10
224
224
3
10
adam
10
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135.47
model-npz/NASNetMobile_optadam_s10_e10_b4_lr00001_1801.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.31
69
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32
31.27
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_4051
10
224
224
3
10
adam
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134.5
model-npz/NASNetMobile_optadam_s10_e10_b8_lr001_3966.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.28
71
1.69
32
31.11
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2143
10
224
224
3
10
adam
10
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137.05
model-npz/NASNetMobile_optadam_s10_e10_b8_lr0001_8186.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.3
64
1.68
32
31.03
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10
224
224
3
10
adam
10
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135.76
model-npz/NASNetMobile_optadam_s10_e10_b8_lr00001_1422.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.32
64
1.78
32
30.97
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_1122
100
224
224
3
10
adam
1
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148.37
148.4
model-npz/NASNetMobile_optadam_s100_e1_b1_lr001_6279.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.14
28
2.94
32
31.05
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_1486
100
224
224
3
10
adam
1
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147.23
model-npz/NASNetMobile_optadam_s100_e1_b1_lr0001_1084.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.15
27
2.89
32
31.11
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_2167
100
224
224
3
10
adam
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151.24
model-npz/NASNetMobile_optadam_s100_e1_b1_lr00001_2428.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.21
67
3.25
32
31.53
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2763
100
224
224
3
10
adam
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139.85
model-npz/NASNetMobile_optadam_s100_e1_b2_lr001_1737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.15
36
1.82
33
32
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100
224
224
3
10
adam
1
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138.03
138.06
model-npz/NASNetMobile_optadam_s100_e1_b2_lr0001_1623.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
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16
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65
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31.48
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_1763
100
224
224
3
10
adam
1
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0.0001
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140.58
model-npz/NASNetMobile_optadam_s100_e1_b2_lr00001_9325.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.17
35
1.98
32
31.06
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1739
100
224
224
3
10
adam
1
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0.01
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12.2
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135.89
135.92
model-npz/NASNetMobile_optadam_s100_e1_b4_lr001_1058.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.19
67
1.42
32
31.02
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3189
100
224
224
3
10
adam
1
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0.001
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12.2
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133.28
133.31
model-npz/NASNetMobile_optadam_s100_e1_b4_lr0001_2055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.18
46
1.4
32
31.01
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_9321
100
224
224
3
10
adam
1
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0.0001
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135.62
135.65
model-npz/NASNetMobile_optadam_s100_e1_b4_lr00001_1902.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.21
35
1.57
32
31.01
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_8978
100
224
224
3
10
adam
1
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136.92
136.96
model-npz/NASNetMobile_optadam_s100_e1_b8_lr001_3376.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.31
67
1.71
33
31.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_2990
100
224
224
3
10
adam
1
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0.001
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134.22
134.25
model-npz/NASNetMobile_optadam_s100_e1_b8_lr0001_2989.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.29
74
1.61
33
31.05
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1624
100
224
224
3
10
adam
1
8
0.0001
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134.08
134.11
model-npz/NASNetMobile_optadam_s100_e1_b8_lr00001_2579.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.27
70
1.45
33
31.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_3930
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
19.08
133.63
133.67
model-npz/NASNetMobile_optadam_s100_e1_b16_lr001_4444.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.31
71
1.53
33
31.07
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2358
100
224
224
3
10
adam
1
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0.001
2.15.1
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19.28
135.02
135.05
model-npz/NASNetMobile_optadam_s100_e1_b16_lr0001_1349.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.29
65
1.47
33
31.53
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_2178
100
224
224
3
10
adam
1
16
0.0001
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12.2
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134.59
134.63
model-npz/NASNetMobile_optadam_s100_e1_b16_lr00001_2322.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.31
72
1.55
33
31.81
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_3312
100
224
224
3
10
adam
1
32
0.01
2.15.1
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33.71
134.88
134.92
model-npz/NASNetMobile_optadam_s100_e1_b32_lr001_1090.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
0.32
74
1.44
33
31.29
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2340
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
33.08
132.38
132.41
model-npz/NASNetMobile_optadam_s100_e1_b32_lr0001_1428.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.39
75
1.7
33
31.3
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1918
100
224
224
3
10
adam
1
32
0.0001
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12.2
33.38
133.58
133.61
model-npz/NASNetMobile_optadam_s100_e1_b32_lr00001_1573.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
0.35
78
1.6
33
31.09
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2193
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
67.13
134.3
134.33
model-npz/NASNetMobile_optadam_s100_e1_b64_lr001_4876.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
0.44
82
1.76
34
31.28
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_3306
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
67.01
134.07
134.1
model-npz/NASNetMobile_optadam_s100_e1_b64_lr0001_8885.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
0.62
92
2.55
34
31.73
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2271
100
224
224
3
10
adam
1
64
0.0001
2.15.1
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68.17
136.39
136.42
model-npz/NASNetMobile_optadam_s100_e1_b64_lr00001_2413.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
0.51
88
2.04
34
31.63
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2917
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.83
83.05
166.13
model-npz/NASNetMobile_optadam_s100_e2_b1_lr001_1823.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.27
30
5.47
32
31.57
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1780
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.83
83.59
167.22
model-npz/NASNetMobile_optadam_s100_e2_b1_lr0001_2536.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.29
61
5.44
32
31.16
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1292
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.84
84.93
169.91
model-npz/NASNetMobile_optadam_s100_e2_b1_lr00001_1581.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.27
61
5.32
32
31.02
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1105
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.49
74.78
149.6
model-npz/NASNetMobile_optadam_s100_e2_b2_lr001_3035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.27
66
3.3
32
31.11
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_3316
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.48
74.23
148.5
model-npz/NASNetMobile_optadam_s100_e2_b2_lr0001_8753.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.28
44
3.51
32
31.14