Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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Nvidia
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8
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Nvidia
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80
hbm2e
2,040
432
12
2.1
100
26.45
29
27.5
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_6461
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
1.12
5.58
5.62
model-npz/VGG19_optsgd_s10_e1_b2_lr001_2988.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.63
100
30.53
29
27.42
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_2609
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
1.04
5.21
5.24
model-npz/VGG19_optsgd_s10_e1_b2_lr0001_3342.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.11
100
28.26
30
27.68
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_7970
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1.06
5.29
5.31
model-npz/VGG19_optsgd_s10_e1_b2_lr00001_5127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.32
100
28.32
29
27.32
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2632
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
2.18
6.54
6.56
model-npz/VGG19_optsgd_s10_e1_b4_lr001_1480.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.22
100
29.96
34
27.96
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1773
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
2.19
6.57
6.59
model-npz/VGG19_optsgd_s10_e1_b4_lr0001_2496.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.36
100
30.23
33
28.64
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1734
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
2.19
6.58
6.6
model-npz/VGG19_optsgd_s10_e1_b4_lr00001_2307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.23
100
29.95
34
28.59
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_4078
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
3.59
7.19
7.21
model-npz/VGG19_optsgd_s10_e1_b8_lr001_2624.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
5.35
100
42
35
29.39
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1488
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
3.81
7.63
7.65
model-npz/VGG19_optsgd_s10_e1_b8_lr0001_3029.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.77
100
33.5
35
29.23
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_3280
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
3.49
6.98
7.01
model-npz/VGG19_optsgd_s10_e1_b8_lr00001_2925.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
4.62
100
36.67
35
29.46
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_3166
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.26
2.62
5.26
model-npz/VGG19_optsgd_s10_e2_b1_lr001_2529.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.3
100
26.25
29
28.05
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3313
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.27
2.67
5.37
model-npz/VGG19_optsgd_s10_e2_b1_lr0001_1599.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.21
100
29.42
29
27.84
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1329
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.27
2.66
5.35
model-npz/VGG19_optsgd_s10_e2_b1_lr00001_2191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.7
100
29.9
29
27.6
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_1925
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.59
2.95
5.93
model-npz/VGG19_optsgd_s10_e2_b2_lr001_1532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.8
100
27.05
30
27.35
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2637
10
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.53
2.68
5.37
model-npz/VGG19_optsgd_s10_e2_b2_lr0001_6433.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.74
100
32.42
30
27.37
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_9734
10
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.54
2.71
5.43
model-npz/VGG19_optsgd_s10_e2_b2_lr00001_3839.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.15
100
32
30
27.15
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_8797
10
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
1.09
3.26
6.56
model-npz/VGG19_optsgd_s10_e2_b4_lr001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.82
100
32.55
33
28.36
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_8229
10
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
1.09
3.27
6.57
model-npz/VGG19_optsgd_s10_e2_b4_lr0001_1446.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.27
100
28.23
34
28.27
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_2278
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
1.09
3.26
6.55
model-npz/VGG19_optsgd_s10_e2_b4_lr00001_1931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.91
100
35.86
33
28.91
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_8278
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
1.8
3.6
7.22
model-npz/VGG19_optsgd_s10_e2_b8_lr001_1664.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
3.3
100
29.13
36
29.26
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1145
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
1.78
3.55
7.13
model-npz/VGG19_optsgd_s10_e2_b8_lr0001_1021.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.42
100
29.5
36
29.17
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_8002
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.77
3.53
7.11
model-npz/VGG19_optsgd_s10_e2_b8_lr00001_2141.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.18
100
33.23
35
29.14