Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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56
16
hbm2
732.2
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24
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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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NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e2_b1_lr0001_6931
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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13
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82
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34.75
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e5_b1_lr01_2273
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331
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Nvidia
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Tesla
6
3,584
56
16
hbm2
732.2
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13
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76
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34.99
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e5_b1_lr001_3267
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331
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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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13
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35.19
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e5_b1_lr0001_2924
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Nvidia
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Tesla
6
3,584
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16
hbm2
732.2
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16
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37
35.6
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr01_1639
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Nvidia
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Tesla
6
3,584
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16
hbm2
732.2
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17
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35.26
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr001_2433
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Nvidia
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Tesla
6
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16
hbm2
732.2
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14
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35.63
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr0001_7243
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Nvidia
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Tesla
6
3,584
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16
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732.2
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16
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35.2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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20
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82
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35.13
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b1_lr001_7554
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188
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
32
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35.2
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b1_lr0001_3091
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331
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187.47
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Nvidia
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Tesla
6
3,584
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16
hbm2
732.2
0
13
0.25
77
1.29
37
35.14
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b2_lr01_2495
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185
model-npz/NASNetLarge_optadam_s10_e1_b2_lr001_2374.npz
Nvidia
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Tesla
6
3,584
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16
hbm2
732.2
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20
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93
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35.01
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b2_lr001_1735
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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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38
35.06
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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19
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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30
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331
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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42
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98
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39
35.49
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
29
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35.69
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b8_lr01_2173
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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37
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35.87
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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34
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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38
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35.83
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr01_3252
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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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82
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38
35.47
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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84
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35.39
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr0001_1426
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.44
92
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38
35.3
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
0.52
100
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38
35.23
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
0.48
100
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38
34.71
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr0001_2913
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331
331
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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
32
0.55
100
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38
34.72
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr01_2420
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331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e2_b4_lr001_1435.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
0.74
96
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39
34.7
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr001_1968
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331
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10
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196.97
model-npz/NASNetLarge_optadam_s10_e2_b4_lr0001_2051.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
0.63
91
2.5
38
34.77
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr0001_9688
10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e2_b4_lr00001_3737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
0.59
100
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39
35.18
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr01_1346
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331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e2_b8_lr001_2980.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
0.69
99
2.72
39
35.5
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr001_1616
10
331
331
3
10
adam
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190.26
model-npz/NASNetLarge_optadam_s10_e2_b8_lr0001_3315.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
0.88
100
2.93
39
35.6
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr0001_9513
10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e2_b8_lr00001_2563.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
0.81
99
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39
35.13
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr01_2967
10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e5_b1_lr001_2920.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
0.91
82
4.24
38
35.07
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr001_2894
10
331
331
3
10
adam
5
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197.69
model-npz/NASNetLarge_optadam_s10_e5_b1_lr0001_6451.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.73
81
3.83
39
35.34
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr0001_1860
10
331
331
3
10
adam
5
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199.51
model-npz/NASNetLarge_optadam_s10_e5_b1_lr00001_6768.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
0.95
81
4.38
39
35.44
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr01_1136
10
331
331
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10
adam
5
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model-npz/NASNetLarge_optadam_s10_e5_b2_lr001_7263.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
0.74
95
3.16
39
35.01
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr001_8463
10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e5_b2_lr0001_3099.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
0.82
100
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39
34.64
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr0001_4198
10
331
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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
0.71
100
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39
34.81
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr01_7773
10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e5_b4_lr001_1097.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
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93
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40
35.04
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr001_6950
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331
331
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10
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model-npz/NASNetLarge_optadam_s10_e5_b4_lr0001_2547.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
0.82
100
3.53
40
35.03
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10
331
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model-npz/NASNetLarge_optadam_s10_e5_b4_lr00001_3368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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100
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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37
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100
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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100
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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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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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16
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35.86
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
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82
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36.12
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
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100
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41
36.42
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331
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model-npz/NASNetLarge_optadam_s10_e10_b2_lr0001_6807.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
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100
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41
35.74
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b2_lr0001_1434
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331
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.25
100
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42
36.16
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10
331
331
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
1.26
99
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35.89
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10
331
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199.8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
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100
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42
35.9
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10
331
331
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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
40
1.5
99
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42
36.08
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10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e10_b8_lr001_1318.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
1.56
100
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42
36.39
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10
331
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10
adam
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200.73
model-npz/NASNetLarge_optadam_s10_e10_b8_lr0001_4956.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
1.63
100
5.99
42
36.66
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b8_lr0001_9849
10
331
331
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10
adam
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model-npz/NASNetLarge_optadam_s10_e10_b8_lr00001_1098.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
1.5
100
5.59
42
36.53
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b1_lr01_2554
100
331
331
3
10
adam
1
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211.53
211.56
model-npz/NASNetLarge_optadam_s100_e1_b1_lr001_7402.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.6
81
7.7
41
36.27
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b1_lr001_5079
100
331
331
3
10
adam
1
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207.09
model-npz/NASNetLarge_optadam_s100_e1_b1_lr0001_3604.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.57
86
7.62
42
36.86
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b1_lr0001_1342
100
331
331
3
10
adam
1
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210.17
210.2
model-npz/NASNetLarge_optadam_s100_e1_b1_lr00001_2860.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
82
7.13
41
36.96
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b2_lr01_1615
100
331
331
3
10
adam
1
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197.69
197.72
model-npz/NASNetLarge_optadam_s100_e1_b2_lr001_3386.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.28
100
5.65
42
36.84
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b2_lr001_2609
100
331
331
3
10
adam
1
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198.8
198.83
model-npz/NASNetLarge_optadam_s100_e1_b2_lr0001_3354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.22
100
5.51
42
36.68
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b2_lr0001_1641
100
331
331
3
10
adam
1
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4
200.42
200.45
model-npz/NASNetLarge_optadam_s100_e1_b2_lr00001_2572.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.22
100
5.6
41
36.18