Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
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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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Nvidia
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8
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Nvidia
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8
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80
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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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100
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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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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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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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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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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25
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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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25
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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
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26
24.3
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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
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100
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26
24.29
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10
224
224
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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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0.88
100
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26
24.27
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10
224
224
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10
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1
4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.36
100
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27
24.5
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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
10
1.3
100
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27
24.5
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10
224
224
3
10
sgd
1
4
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6
18
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.7
100
16.75
27
24.57
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_1092
10
224
224
3
10
sgd
1
8
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model-npz/ResNet50_optsgd_s10_e1_b8_lr001_3103.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.48
100
15.23
27
24.7
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10
224
224
3
10
sgd
1
8
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model-npz/ResNet50_optsgd_s10_e1_b8_lr0001_2458.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.38
100
13.02
27
24.71
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10
224
224
3
10
sgd
1
8
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model-npz/ResNet50_optsgd_s10_e1_b8_lr00001_1862.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.58
100
14.47
27
24.73
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10
224
224
3
10
sgd
2
1
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model-npz/ResNet50_optsgd_s10_e2_b1_lr001_8445.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.79
100
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26
24.4
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_1168
10
224
224
3
10
sgd
2
1
0.001
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model-npz/ResNet50_optsgd_s10_e2_b1_lr0001_2054.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.6
100
10.33
25
24.33
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2625
10
224
224
3
10
sgd
2
1
0.0001
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model-npz/ResNet50_optsgd_s10_e2_b1_lr00001_2274.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.85
100
12.17
25
24.37
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2228
10
224
224
3
10
sgd
2
2
0.01
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1.61
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16.18
model-npz/ResNet50_optsgd_s10_e2_b2_lr001_2578.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.73
100
11.66
26
24.32
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1484
10
224
224
3
10
sgd
2
2
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1.59
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model-npz/ResNet50_optsgd_s10_e2_b2_lr0001_5791.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.02
100
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26
24.29