Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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58
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34
31.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2562
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224
3
10
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model-npz/NASNetMobile_optsgd_s1000_e1_b8_lr0001_3147.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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52
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34
31.84
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1811
1,000
224
224
3
10
sgd
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102
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
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71
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34
32.09
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1615
1,000
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224
3
10
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model-npz/NASNetMobile_optsgd_s1000_e1_b16_lr001_1284.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
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35
32.2
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_2818
1,000
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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
18
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35
31.96
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1699
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224
3
10
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model-npz/NASNetMobile_optsgd_s1000_e1_b16_lr00001_1805.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
16
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73
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35
32.06
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1,000
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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78
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36
32.18
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_5045
1,000
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224
3
10
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model-npz/NASNetMobile_optsgd_s1000_e1_b32_lr0001_1346.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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36
32.34
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_7511
1,000
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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
25
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80
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36
32.38
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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
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37
32.44
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1,000
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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
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99
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37
32.62
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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
30
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99
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37
32.71
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1609
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224
224
3
10
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model-npz/NASNetMobile_optsgd_s1000_e2_b1_lr001_3248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
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43
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34
32.08
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_5701
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224
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10
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model-npz/NASNetMobile_optsgd_s1000_e2_b1_lr0001_3440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
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66
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32
31.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2737
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224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b1_lr00001_3168.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
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65
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32
31.65
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_1024
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224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b2_lr001_1805.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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69
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33
31.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1875
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224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b2_lr0001_7546.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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43
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33
31.76
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1487
1,000
224
224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b2_lr00001_2738.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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33
31.86
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_6889
1,000
224
224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b4_lr001_1075.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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61
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34
31.97
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1970
1,000
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224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
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58
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34
32.72
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1,000
224
224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b4_lr00001_4434.npz
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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33
32.52
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_3158
1,000
224
224
3
10
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model-npz/NASNetMobile_optsgd_s1000_e2_b8_lr001_1346.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.95
58
11.97
35
32.75
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2203
1,000
224
224
3
10
sgd
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model-npz/NASNetMobile_optsgd_s1000_e2_b8_lr0001_3061.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.91
73
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36
33.09
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1,000
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224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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57
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36
33.11
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_8112
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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
18
2.48
73
11.12
36
33.16
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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
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72
11.43
36
33.11
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1,000
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.55
72
11.5
37
33.53
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_3382
1,000
224
224
3
10
sgd
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32
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model-npz/NASNetMobile_optsgd_s1000_e2_b32_lr001_2895.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
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38
33.53
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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
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25
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38
33.43
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3
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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79
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38
33.47
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1,000
224
224
3
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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99
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39
33.72
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1,000
224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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39
33.83
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1,000
224
224
3
10
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48
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
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39
34
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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
5.53
83
19.94
40
32.85
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1,000
224
224
3
10
sgd
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24.25
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
24
5.45
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41
35.44
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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
32
6.48
99
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43
36.3
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1,000
224
224
3
10
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22.62
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model-npz/NASNetMobile_optsgd_s1000_e5_b64_lr0001_1859.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
6.52
99
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44
36.79
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
6.25
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44
36.83
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3195
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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model-npz/EfficientNetB0_optadam_s1_e1_b1_lr0001_1967.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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model-npz/EfficientNetB0_optadam_s1_e1_b1_lr00001_2009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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0
1
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34
33.1
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1771
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224
224
3
10
adam
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model-npz/EfficientNetB0_optadam_s1_e2_b1_lr001_1901.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
2
0.03
34
33.58
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_3317
1
224
224
3
10
adam
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26.8
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53.66
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr0001_1274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
4
0.03
34
33.97
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2060
1
224
224
3
10
adam
2
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26.79
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model-npz/EfficientNetB0_optadam_s1_e2_b1_lr00001_1574.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
1
0.01
35
34.01
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_1338
1
224
224
3
10
adam
5
1
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54.95
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr001_1907.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
14
0.12
35
34.87
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_9721
1
224
224
3
10
adam
5
1
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model-npz/EfficientNetB0_optadam_s1_e5_b1_lr0001_2025.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.03
11
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35
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EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1696
1
224
224
3
10
adam
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model-npz/EfficientNetB0_optadam_s1_e5_b1_lr00001_3322.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
10
0.09
35
35
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2118
1
224
224
3
10
adam
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model-npz/EfficientNetB0_optadam_s1_e10_b1_lr001_2891.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.03
24
0.26
35
34.91
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_4367
1
224
224
3
10
adam
10
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model-npz/EfficientNetB0_optadam_s1_e10_b1_lr0001_6922.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
19
0.18
35
34.41
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_1623
1
224
224
3
10
adam
10
1
0.0001
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12.2
5.49
5.49
55
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr00001_5980.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.03
24
0.28
35
34.06
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2654
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
5.45
54.49
54.52
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr001_1901.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.05
28
0.31
35
34.27
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2429
10
224
224
3
10
adam
1
1
0.001
2.15.1
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56.5
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr0001_4212.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.03
26
0.24
35
34.13
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_7184
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
5.49
54.92
54.95
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr00001_2063.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.04
28
0.37
35
34.12
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1966
10
224
224
3
10
adam
1
2
0.01
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12.2
10.91
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54.6
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr001_2850.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.04
19
0.28
35
34.16
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1711
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
10.84
54.22
54.24
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr0001_2160.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
8
0.14
35
34.26
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1094
10
224
224
3
10
adam
1
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53.89
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr00001_1433.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.03
8
0.18
35
34.32
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1751
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
18.41
55.27
55.3
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr001_2570.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.08
28
0.36
35
34.71
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1027
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
18.38
55.17
55.2
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr0001_2405.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.07
30
0.32
35
34.49
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2203
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
18.79
56.38
56.41
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr00001_1207.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.06
22
0.26
35
34.46
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2545
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
27.15
54.33
54.35
model-npz/EfficientNetB0_optadam_s10_e1_b8_lr001_2879.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
4
0.05
35
34.6
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1905
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
27.55
55.12
55.15
model-npz/EfficientNetB0_optadam_s10_e1_b8_lr0001_1905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.04
17
0.22
35
34.52
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2544
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
27.26
54.55
54.57
model-npz/EfficientNetB0_optadam_s10_e1_b8_lr00001_1244.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.08
17
0.41
35
34.1
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1463
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
2.76
27.59
55.21
model-npz/EfficientNetB0_optadam_s10_e2_b1_lr001_2101.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.07
26
0.49
35
34.2