Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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model-npz/MobileNetV2_optadam_s1000_e5_b4_lr0001_1715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.38
100
25.36
31
29.41
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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100
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31
29.55
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.86
100
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33
29.61
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
9
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100
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33
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
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100
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33
30.21
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model-npz/MobileNetV2_optadam_s1000_e5_b16_lr001_1881.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
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100
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34
30.26
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model-npz/MobileNetV2_optadam_s1000_e5_b16_lr0001_2289.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
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100
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34
30.33
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224
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10
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model-npz/MobileNetV2_optadam_s1000_e5_b16_lr00001_8395.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.65
100
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35
30.38
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10
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model-npz/MobileNetV2_optadam_s1000_e5_b32_lr001_2592.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.51
100
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35
30.31
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224
3
10
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model-npz/MobileNetV2_optadam_s1000_e5_b32_lr0001_1028.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
4.58
100
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36
30.28
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224
224
3
10
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model-npz/MobileNetV2_optadam_s1000_e5_b32_lr00001_2779.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.72
100
18.76
36
30.68
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e5_b64_lr001_1034.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.19
100
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37
30.82
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e5_b64_lr0001_2806.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
6.43
100
22.18
36
30.9
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e5_b64_lr00001_1298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.11
100
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38
30.94
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224
224
3
10
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model-npz/MobileNetV2_optadam_s1000_e10_b1_lr001_3240.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.24
100
34.23
31
30.03
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b1_lr0001_2739.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
2.45
100
34.29
31
30.44
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b1_lr00001_1506.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
2.35
100
34.24
31
30.49
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_2119
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b2_lr001_1894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.32
100
33.97
31
30.52
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b2_lr0001_1726.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
2.31
100
33.73
31
30.06
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b2_lr00001_3023.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.27
100
33.5
31
29.7
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_3961
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224
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10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b4_lr001_2387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.07
100
31.77
31
29.65
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_6723
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b4_lr0001_2084.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.08
100
31.79
31
29.74
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2957
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b4_lr00001_6095.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.1
100
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32
29.98
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1562
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b8_lr001_1277.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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100
31.26
34
30.68
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2394
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b8_lr0001_2835.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.27
100
31.73
33
31.07
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b8_lr00001_1278.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
4.31
100
31.53
34
30.98
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1353
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b16_lr001_2794.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.63
100
28.53
35
31.21
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1518
1,000
224
224
3
10
adam
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16
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model-npz/MobileNetV2_optadam_s1000_e10_b16_lr0001_1431.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
5.66
100
27.1
35
31.36
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_3251
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b16_lr00001_2680.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
5.62
100
29.01
36
31.71
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_5183
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b32_lr001_2814.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
7.35
100
27.24
37
31.88
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_1074
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b32_lr0001_2414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
7.63
100
28.98
37
32.23
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1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b32_lr00001_4752.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
7.02
100
27.11
38
32.6
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_6264
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b64_lr001_5178.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.14
100
27.46
39
33.05
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_3097
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b64_lr0001_1365.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.11
100
27.43
38
32.83
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2134
1,000
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224
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10
adam
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model-npz/MobileNetV2_optadam_s1000_e10_b64_lr00001_8013.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
9.05
100
27.42
40
33.17
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_1221
1
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10
sgd
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model-npz/MobileNetV2_optsgd_s1_e1_b1_lr001_3133.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.59
100
10.82
33
31.62
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_2452
1
224
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3
10
sgd
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model-npz/MobileNetV2_optsgd_s1_e1_b1_lr0001_2918.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.63
100
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32
30.89
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1325
1
224
224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s1_e1_b1_lr00001_2177.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.47
100
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31
30.29
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_1382
1
224
224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s1_e2_b1_lr001_2209.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.55
100
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31
30.2
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_3120
1
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.5
100
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30
29.95
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_6605
1
224
224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s1_e2_b1_lr00001_8334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
6
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100
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30
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.58
100
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31
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
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31
30.21
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
3
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31
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
3
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31
30.29
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.59
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31
30.23
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
5
0.76
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31
30.32
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.74
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31
30.28
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10
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.69
100
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31
30.23
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10
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.68
100
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31
30.05
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10
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.71
100
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30
29.95
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10
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1
100
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32
30.14
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10
224
224
3
10
sgd
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4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.39
100
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32
30.34
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2503
10
224
224
3
10
sgd
1
4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.17
100
16.46
32
30.49
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_1005
10
224
224
3
10
sgd
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.42
100
16.26
32
30.42
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10
224
224
3
10
sgd
1
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.24
100
14.56
32
30.46
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_2987
10
224
224
3
10
sgd
1
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.44
100
16.17
32
30.41
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_9949
10
224
224
3
10
sgd
2
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.64
100
11.41
31
30.15
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_8280
10
224
224
3
10
sgd
2
1
0.001
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.63
100
11.87
30
29.82
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1242
10
224
224
3
10
sgd
2
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.72
100
12
31
29.74
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2036
10
224
224
3
10
sgd
2
2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.74
100
12.85
30
29.9