Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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6,912
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80
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432
6
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100
224
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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
6
0.9
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28
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
5
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29
28.18
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224
224
3
10
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4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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8
1
100
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29
28.25
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224
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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10
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30
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
7
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30
28.45
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
7
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30
28.4
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
14
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30
28.36
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224
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
9
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30
28.5
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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
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432
10
1.21
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30
28.55
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224
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
11
1.77
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31
28.58
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224
224
3
10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
16
2
100
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31
28.64
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100
224
224
3
10
sgd
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
18
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31
28.62
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224
224
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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
28
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33
29.07
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
31
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33
29.2
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224
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
28
3.8
100
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34
29.27
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.85
100
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30
28.37
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.75
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29
28.36
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224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.91
100
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30
28.42
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224
224
3
10
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2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.76
100
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29
28.26
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224
224
3
10
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2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.86
100
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29
28.29
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224
224
3
10
sgd
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2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.88
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29
28.1
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100
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
6
1
100
14.93
29
28.05
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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
6
1
100
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30
28.2
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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
7
1.07
100
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30
28.15
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224
224
3
10
sgd
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.44
100
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31
28.21
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224
224
3
10
sgd
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.52
100
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30
27.76
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224
224
3
10
sgd
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.44
100
16.53
30
28.12
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100
224
224
3
10
sgd
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.72
100
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30
28.09
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100
224
224
3
10
sgd
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.88
100
18.38
31
28.43
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224
224
3
10
sgd
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.53
100
16.51
30
28.42
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_8629
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224
224
3
10
sgd
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.21
100
16.53
32
28.49
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_2657
100
224
224
3
10
sgd
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32
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model-npz/MobileNetV2_optsgd_s100_e2_b32_lr0001_2506.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.05
100
17.74
31
28.69
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_1200
100
224
224
3
10
sgd
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32
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model-npz/MobileNetV2_optsgd_s100_e2_b32_lr00001_5397.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.56
100
18.56
31
28.72
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_2115
100
224
224
3
10
sgd
2
64
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4.43
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model-npz/MobileNetV2_optsgd_s100_e2_b64_lr001_1328.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
3.11
100
16.3
34
28.96
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_1107
100
224
224
3
10
sgd
2
64
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model-npz/MobileNetV2_optsgd_s100_e2_b64_lr0001_3953.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.93
100
21.02
33
29.32
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_2555
100
224
224
3
10
sgd
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64
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model-npz/MobileNetV2_optsgd_s100_e2_b64_lr00001_2102.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.3
100
18.05
34
29.48
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_3203
100
224
224
3
10
sgd
5
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model-npz/MobileNetV2_optsgd_s100_e5_b1_lr001_2298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.04
100
18.09
30
28.6
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1459
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
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4.57
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model-npz/MobileNetV2_optsgd_s100_e5_b1_lr0001_8639.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.06
100
18.83
29
28.21
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_3143
100
224
224
3
10
sgd
5
1
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12.2
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model-npz/MobileNetV2_optsgd_s100_e5_b1_lr00001_1443.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.13
100
19.73
29
28.13
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_5115
100
224
224
3
10
sgd
5
2
0.01
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12.2
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3.76
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model-npz/MobileNetV2_optsgd_s100_e5_b2_lr001_2335.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.09
100
16.74
29
27.98
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1872
100
224
224
3
10
sgd
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NVIDIA A100-SXM4-80GB
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8
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NVIDIA A100-SXM4-80GB
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NVIDIA A100-SXM4-80GB
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80
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NVIDIA A100-SXM4-80GB
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80
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NVIDIA A100-SXM4-80GB
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8
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80
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NVIDIA A100-SXM4-80GB
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80
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NVIDIA A100-SXM4-80GB
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80
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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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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
6,912
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80
hbm2e
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
18
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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
21
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33
28.84
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100
224
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
28
4.15
100
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34
29.17
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100
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
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34
29.55
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100
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
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34
29.58
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100
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.26
100
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30
28.66
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100
224
224
3
10
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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
1.21
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29
28.12
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100
224
224
3
10
sgd
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
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28
27.7
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.24
100
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29
28.22
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100
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.24
100
18.83
30
28.52