Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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Nvidia
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Tesla
6
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16
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732.2
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33
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Nvidia
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Tesla
6
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16
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732.2
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Nvidia
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Tesla
6
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16
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732.2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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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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732.2
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Nvidia
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Tesla
6
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16
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732.2
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Nvidia
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Tesla
6
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16
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732.2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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17
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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
0
14
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31
28.22
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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
18
0.94
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6
31
28.2
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100
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
15
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27.7
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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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732.2
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18
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27.67
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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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16
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27.65
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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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32
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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
24
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
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32
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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
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732.2
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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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33
28.46
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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
30
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99
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33
28.47
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model-npz/NASNetMobile_optadam_s1000_e1_b1_lr001_2690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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10
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40
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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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27.45
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7122
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10
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model-npz/NASNetMobile_optadam_s1000_e1_b1_lr00001_1653.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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65
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27.49
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
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50
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27.32
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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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3
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35
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27.36
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10
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model-npz/NASNetMobile_optadam_s1000_e1_b2_lr00001_2530.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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17
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27.33
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10
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model-npz/NASNetMobile_optadam_s1000_e1_b4_lr001_1162.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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67
8
28
27.22
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10
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178.45
model-npz/NASNetMobile_optadam_s1000_e1_b4_lr0001_1238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.78
69
7.95
29
27.24
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224
3
10
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model-npz/NASNetMobile_optadam_s1000_e1_b4_lr00001_5711.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
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47
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27.48
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3
10
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model-npz/NASNetMobile_optadam_s1000_e1_b8_lr001_1566.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.83
53
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30
27.39
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224
224
3
10
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model-npz/NASNetMobile_optadam_s1000_e1_b8_lr0001_3256.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.88
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30
27.56
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3055
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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
16
0.87
70
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31
27.83
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2615
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224
224
3
10
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148.5
model-npz/NASNetMobile_optadam_s1000_e1_b16_lr001_2455.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.05
72
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31
27.58
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_7225
1,000
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224
3
10
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147.49
model-npz/NASNetMobile_optadam_s1000_e1_b16_lr0001_9473.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.09
66
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31
27.53
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3905
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224
224
3
10
adam
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146.02
model-npz/NASNetMobile_optadam_s1000_e1_b16_lr00001_3036.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.01
70
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31
27.43
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10
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model-npz/NASNetMobile_optadam_s1000_e1_b32_lr001_1242.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.16
77
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31
27.44
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1146
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224
3
10
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model-npz/NASNetMobile_optadam_s1000_e1_b32_lr0001_1041.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.08
75
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27.47
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10
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model-npz/NASNetMobile_optadam_s1000_e1_b32_lr00001_7477.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.22
78
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32
27.46
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224
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10
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141.01
model-npz/NASNetMobile_optadam_s1000_e1_b64_lr001_1290.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.4
99
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33
27.75
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1797
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224
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10
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model-npz/NASNetMobile_optadam_s1000_e1_b64_lr0001_1432.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.19
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27.83
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224
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10
adam
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138.56
138.6
model-npz/NASNetMobile_optadam_s1000_e1_b64_lr00001_1369.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
1.43
99
5.16
33
27.83
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3149
1,000
224
224
3
10
adam
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1
0.01
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12.2
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253.18
506.4
model-npz/NASNetMobile_optadam_s1000_e2_b1_lr001_5057.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.73
38
17.82
29
27.53
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_3197
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.25
252.17
504.38
model-npz/NASNetMobile_optadam_s1000_e2_b1_lr0001_2398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.74
66
17.91
28
27.28
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1563
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.25
253.47
506.99
model-npz/NASNetMobile_optadam_s1000_e2_b1_lr00001_6354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.73
36
17.59
28
27.18
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1745
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.32
161.35
322.75
model-npz/NASNetMobile_optadam_s1000_e2_b2_lr001_2155.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.87
36
14.81
28
27.29
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1696
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.32
160.59
321.21
model-npz/NASNetMobile_optadam_s1000_e2_b2_lr0001_2007.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.91
69
15.24
28
27.28
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2252
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.32
162.05
324.14
model-npz/NASNetMobile_optadam_s1000_e2_b2_lr00001_1242.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.88
63
15.02
28
27.3
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2580
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.44
111.22
222.48
model-npz/NASNetMobile_optadam_s1000_e2_b4_lr001_2000.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.19
58
12.75
29
27.3
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1449
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.45
113.4
226.84
model-npz/NASNetMobile_optadam_s1000_e2_b4_lr0001_2710.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.17
65
12.29
29
27.47
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2872
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.45
114.68
229.4
model-npz/NASNetMobile_optadam_s1000_e2_b4_lr00001_2067.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.16
70
12.23
29
27.47
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2191
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.72
90.61
181.26
model-npz/NASNetMobile_optadam_s1000_e2_b8_lr001_3865.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
73
9.18
31
27.84
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2702
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.71
89.88
179.81
model-npz/NASNetMobile_optadam_s1000_e2_b8_lr0001_3078.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.47
60
9.36
31
28.23
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1258
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.74
93.43
186.9
model-npz/NASNetMobile_optadam_s1000_e2_b8_lr00001_2239.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.38
71
8.93
37
33.08
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_8730
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
1.29
81.53
163.1
model-npz/NASNetMobile_optadam_s1000_e2_b16_lr001_2257.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.72
73
8.05
35
31.49
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3334
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
1.27
80.51
161.07
model-npz/NASNetMobile_optadam_s1000_e2_b16_lr0001_2323.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.71
70
8.02
34
30.87
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1026
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
1.29
81.44
162.93
model-npz/NASNetMobile_optadam_s1000_e2_b16_lr00001_2608.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.69
71
7.94
34
30.91
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_3129
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
2.34
74.92
149.88
model-npz/NASNetMobile_optadam_s1000_e2_b32_lr001_1808.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.99
83
7.48
36
30.76
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1017
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
2.37
76.05
152.14
model-npz/NASNetMobile_optadam_s1000_e2_b32_lr0001_1238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.89
81
7.4
36
30.74
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1893
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
2.37
75.89
151.83
model-npz/NASNetMobile_optadam_s1000_e2_b32_lr00001_2902.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.85
84
7.28
35
30.65
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2568
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
4.59
73.57
147.18
model-npz/NASNetMobile_optadam_s1000_e2_b64_lr001_2142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.25
99
7.63
36
30.7
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2113
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
4.66
74.61
149.26
model-npz/NASNetMobile_optadam_s1000_e2_b64_lr0001_1064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.08
99
7.1
36
30.89
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2147
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
4.71
75.51
151.07
model-npz/NASNetMobile_optadam_s1000_e2_b64_lr00001_1659.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.08
92
7.06
37
30.86