Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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Nvidia
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Ampere
8
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80
hbm2e
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Nvidia
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8
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Nvidia
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8
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Nvidia
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8
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10
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10
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10
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8
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8
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Nvidia
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8
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10
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Nvidia
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8
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34
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10
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Nvidia
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Ampere
8
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34
30.64
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224
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10
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Nvidia
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Ampere
8
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80
hbm2e
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30.59
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100
224
224
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10
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Nvidia
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Ampere
8
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80
hbm2e
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34
30.42
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10
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Nvidia
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Ampere
8
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30.48
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100
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10
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Nvidia
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Ampere
8
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80
hbm2e
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30.61
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100
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10
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Nvidia
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Ampere
8
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hbm2e
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224
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
11
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5.64
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31.31
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100
224
224
3
10
sgd
2
16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
1.01
75
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37
31.36
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100
224
224
3
10
sgd
2
16
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48.79
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.01
75
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37
31.43
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100
224
224
3
10
sgd
2
16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
20
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69
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37
31.33
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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
17
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39
31.26
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224
224
3
10
sgd
2
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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39
31.52
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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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24
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40
31.53
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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
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80
hbm2e
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33
2.35
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41
32.1
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100
224
224
3
10
sgd
2
64
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50.55
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
2.36
82
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41
32.05
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100
224
224
3
10
sgd
2
64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
2.59
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41
32.08
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100
224
224
3
10
sgd
5
1
0.01
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15.45
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model-npz/ResNet152_optsgd_s100_e5_b1_lr001_3266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.22
54
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34
31.81
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_3065
100
224
224
3
10
sgd
5
1
0.001
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12.2
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15.22
76.17
model-npz/ResNet152_optsgd_s100_e5_b1_lr0001_1178.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.26
44
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34
31.67
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1528
100
224
224
3
10
sgd
5
1
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15.36
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model-npz/ResNet152_optsgd_s100_e5_b1_lr00001_2975.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.23
55
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34
31.61
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_8389
100
224
224
3
10
sgd
5
2
0.01
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model-npz/ResNet152_optsgd_s100_e5_b2_lr001_1279.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.11
56
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34
31.27
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2515
100
224
224
3
10
sgd
5
2
0.001
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12.2
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12.21
61.06
model-npz/ResNet152_optsgd_s100_e5_b2_lr0001_2038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.07
52
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34
31.15
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2905
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.24
12.2
61.01
model-npz/ResNet152_optsgd_s100_e5_b2_lr00001_2737.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.17
59
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34
30.95
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_2333
100
224
224
3
10
sgd
5
4
0.01
2.15.1
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0.43
10.73
53.69
model-npz/ResNet152_optsgd_s100_e5_b4_lr001_2414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.86
56
7.73
34
30.6
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100
224
224
3
10
sgd
5
4
0.001
2.15.1
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0.42
10.57
52.91
model-npz/ResNet152_optsgd_s100_e5_b4_lr0001_1551.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.06
59
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34
30
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100
224
224
3
10
sgd
5
4
0.0001
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model-npz/ResNet152_optsgd_s100_e5_b4_lr00001_1798.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.9
56
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35
30.55
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_1674
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
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10.45
52.3
model-npz/ResNet152_optsgd_s100_e5_b8_lr001_1688.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.38
64
8.33
36
30.55
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_3159
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.8
10.43
52.17
model-npz/ResNet152_optsgd_s100_e5_b8_lr0001_2321.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.33
68
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36
30.56
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_1809
100
224
224
3
10
sgd
5
8
0.0001
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10.28
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.35
65
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36
30.47