Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

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ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_6357
100
224
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10
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4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
10
1.49
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26
24.4
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100
224
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10
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4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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27
24.46
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100
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224
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10
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
12
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28
24.84
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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
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15
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24.8
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100
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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13
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24.87
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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22
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25.17
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100
224
224
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10
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16
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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80
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100
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224
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10
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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100
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224
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10
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32
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Nvidia
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8
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80
hbm2e
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25.73
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100
224
224
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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27
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30
25.85
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100
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224
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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23
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100
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224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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34
27.17
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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27.4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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48
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27.84
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100
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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80
hbm2e
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26.06
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100
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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25.56
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100
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10
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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27
25.46
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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27
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100
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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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27
24.73
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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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27
24.69
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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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10
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28
24.69
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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
1.28
100
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27
24.67
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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
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80
hbm2e
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10
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28
24.7
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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15
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29
24.91
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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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17
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29
24.94
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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
15
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29
25.02
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224
3
10
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
25
2.38
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30
25.32
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3
10
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16
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
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26
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28
25.13
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224
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10
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
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29
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224
3
10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
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29
25.8
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224
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10
sgd
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32
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Nvidia
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Ampere
8
6,912
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80
hbm2e
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23
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30
25.94
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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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24
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30
25.96
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3
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
37
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35
27.14
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224
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3
10
sgd
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.75
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34
27.47
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100
224
224
3
10
sgd
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.8
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35
27.8
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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
7
2.07
100
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28
26.52
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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
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2.25
100
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28
25.92
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100
224
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3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.97
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28
25.98
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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
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1.86
100
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28
25.71
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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
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28
25.7
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100
224
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3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.98
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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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25.4
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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25.3
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
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80
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Nvidia
NVIDIA A100-SXM4-80GB
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Nvidia
NVIDIA A100-SXM4-80GB
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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100
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
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54
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36
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100
224
224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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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
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80
hbm2e
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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
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80
hbm2e
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432
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26.53
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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
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28
26.23
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100
224
224
3
10
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10
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model-npz/ResNet50_optsgd_s100_e10_b2_lr0001_8873.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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100
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28
26.17
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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
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29
26.25