Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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8
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80
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432
5
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8
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8
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8
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8
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8
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8
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8
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8
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28
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8
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3
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8
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4
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8
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5
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8
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8
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28
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8
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29
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Ampere
8
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7
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NVIDIA A100-SXM4-80GB
Ampere
8
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7
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Nvidia
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8
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7
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26.46
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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29
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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432
7
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27
26.19
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NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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7
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30
28.07
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8
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7
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29
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8
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25.73
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8
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8
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30
28.11
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Nvidia
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Nvidia
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8
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4
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8
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25
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Nvidia
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Nvidia
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Ampere
8
6,912
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6
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Nvidia
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5
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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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25
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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28
27.56
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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3
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26
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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hbm2e
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Nvidia
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Ampere
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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6,912
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hbm2e
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10
224
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model-npz/MobileNet_optsgd_s10_e2_b4_lr001_1362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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7
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27
25.35
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10
224
224
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sgd
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model-npz/MobileNet_optsgd_s10_e2_b4_lr001_2995.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
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10
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
7
1.19
100
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27
25.54
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224
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model-npz/MobileNet_optsgd_s10_e2_b4_lr0001_1136.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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7
1
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27.68
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10
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
8
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27
25.63
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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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9
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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11
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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
1.48
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27
25.44
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224
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10
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8
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model-npz/MobileNet_optsgd_s10_e2_b8_lr0001_2967.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.37
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29
27.89
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10
224
224
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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
1.48
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27
25.59
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10
224
224
3
10
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5
1
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model-npz/MobileNet_optsgd_s10_e2_b8_lr00001_1943.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.45
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29
27.55
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_1600
10
224
224
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10
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model-npz/MobileNet_optsgd_s10_e5_b1_lr001_7031.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.77
100
17.5
27
26.04
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10
224
224
3
10
sgd
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1
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model-npz/MobileNet_optsgd_s10_e5_b1_lr001_2006.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.78
100
15.44
28
27.33
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_3317
10
224
224
3
10
sgd
5
1
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model-npz/MobileNet_optsgd_s10_e5_b1_lr0001_1392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.67
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16.81
26
25.59
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_9745
10
224
224
3
10
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model-npz/MobileNet_optsgd_s10_e5_b1_lr0001_2974.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.7
100
17.22
28
27.41
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_9745
10
224
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10
sgd
5
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model-npz/MobileNet_optsgd_s10_e5_b1_lr00001_1482.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.73
100
18.19
26
25.46
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1393
10
224
224
3
10
sgd
5
2
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model-npz/MobileNet_optsgd_s10_e5_b2_lr001_1681.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.92
100
17.65
28
27.5
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1393
10
224
224
3
10
sgd
5
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model-npz/MobileNet_optsgd_s10_e5_b2_lr001_2630.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.96
100
20.23
26
25.42
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_3272
10
224
224
3
10
sgd
5
2
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model-npz/MobileNet_optsgd_s10_e5_b2_lr0001_1211.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.88
100
15.96
26
25.72
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2899
10
224
224
3
10
sgd
5
2
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model-npz/MobileNet_optsgd_s10_e5_b2_lr0001_2331.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.93
100
18.81
28
27.44
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_3191
10
224
224
3
10
sgd
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model-npz/MobileNet_optsgd_s10_e5_b2_lr00001_1156.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1
100
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26
26