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
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8
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8
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41
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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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29.21
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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7
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30
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NVIDIA A100-SXM4-80GB
Ampere
8
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NVIDIA A100-SXM4-80GB
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NVIDIA A100-SXM4-80GB
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8
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31
29.03
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Nvidia
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
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Ampere
8
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31
28.83
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Nvidia
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Ampere
8
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hbm2e
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32
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Nvidia
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Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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29.03
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NVIDIA A100-SXM4-80GB
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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hbm2e
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29.1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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33
28.66
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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33
29.12
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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80
hbm2e
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32
28.75
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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23
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33
29.21
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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23
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33
28.94
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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23
4.09
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34
29.28
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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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23
3.94
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34
29.12
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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23
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34
29.38
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_8234
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sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
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hbm2e
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21
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34
29.12
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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32
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34
29.34
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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32
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34
29.29
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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hbm2e
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34
29.34
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
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hbm2e
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29.47
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3036
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224
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10
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32
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model-npz/MobileNet_optsgd_s1000_e2_b32_lr00001_2581.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.06
100
26.12
34
29.44
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2000
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224
3
10
sgd
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32
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model-npz/MobileNet_optsgd_s1000_e2_b32_lr00001_2071.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4.66
100
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35
29.66
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2840
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224
224
3
10
sgd
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model-npz/MobileNet_optsgd_s1000_e2_b64_lr001_1921.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
6.09
100
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36
29.79
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2416
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224
224
3
10
sgd
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model-npz/MobileNet_optsgd_s1000_e2_b64_lr001_3334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.79
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36
30.27
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_2055
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224
224
3
10
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64
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model-npz/MobileNet_optsgd_s1000_e2_b64_lr0001_9578.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
6.59
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29.66
36
30.31
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1522
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224
224
3
10
sgd
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64
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model-npz/MobileNet_optsgd_s1000_e2_b64_lr0001_2732.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.61
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28.36
36
30.58
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2398
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224
224
3
10
sgd
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64
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model-npz/MobileNet_optsgd_s1000_e2_b64_lr00001_5944.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
6.24
100
29.39
36
30.39
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_4976
1,000
224
224
3
10
sgd
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64
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model-npz/MobileNet_optsgd_s1000_e2_b64_lr00001_1191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
6.49
100
26.74
36
30.31
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_6354
1,000
224
224
3
10
sgd
5
1
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model-npz/MobileNet_optsgd_s1000_e5_b1_lr001_3061.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3.13
100
34.01
30
29.06
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_1349
1,000
224
224
3
10
sgd
5
1
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50.61
model-npz/MobileNet_optsgd_s1000_e5_b1_lr001_3038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.87
100
32.11
30
29.22
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_3020
1,000
224
224
3
10
sgd
5
1
0.001
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12.2
0.01
10.05
50.28
model-npz/MobileNet_optsgd_s1000_e5_b1_lr0001_1952.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3
100
32.82
29
28.73
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_2422
1,000
224
224
3
10
sgd
5
1
0.001
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0.01
10.03
50.15
model-npz/MobileNet_optsgd_s1000_e5_b1_lr0001_4720.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.89
100
32.15
30
29.06
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2563
1,000
224
224
3
10
sgd
5
1
0.0001
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12.2
0.01
9.93
49.69
model-npz/MobileNet_optsgd_s1000_e5_b1_lr00001_5799.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3.1
100
33.52
30
28.81
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1936
1,000
224
224
3
10
sgd
5
1
0.0001
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12.2
0.01
10
50.04
model-npz/MobileNet_optsgd_s1000_e5_b1_lr00001_2405.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.03
100
32.8
30
29.04
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_1778
1,000
224
224
3
10
sgd
5
2
0.01
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12.2
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5.89
29.49
model-npz/MobileNet_optsgd_s1000_e5_b2_lr001_2405.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.63
100
30.13
31
29.48
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2295
1,000
224
224
3
10
sgd
5
2
0.01
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6.04
30.25
model-npz/MobileNet_optsgd_s1000_e5_b2_lr001_6219.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.77
100
32.03
31
29.71
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2337
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.01
5.89
29.48
model-npz/MobileNet_optsgd_s1000_e5_b2_lr0001_2666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.95
100
32
31
29.6
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_1322
1,000
224
224
3
10
sgd
5
2
0.001
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12.2
0.01
5.94
29.72
model-npz/MobileNet_optsgd_s1000_e5_b2_lr0001_2645.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.71
100
31.75
31
30.02
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2284
1,000
224
224
3
10
sgd
5
2
0.0001
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0.01
5.93
29.68
model-npz/MobileNet_optsgd_s1000_e5_b2_lr00001_4390.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.67
100
31.68
31
29.71
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2749
1,000
224
224
3
10
sgd
5
2
0.0001
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6.04
30.22
model-npz/MobileNet_optsgd_s1000_e5_b2_lr00001_6588.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.75
100
32.82
31
30
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_3050
1,000
224
224
3
10
sgd
5
4
0.01
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12.2
0.01
3.78
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model-npz/MobileNet_optsgd_s1000_e5_b4_lr001_3199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.63
100
33.5
32
29.76