Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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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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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
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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
NVIDIA A100-SXM4-80GB
Ampere
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
NVIDIA A100-SXM4-80GB
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8
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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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Nvidia
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Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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8
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Nvidia
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Nvidia
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Nvidia
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8
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33.03
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8
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8
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8
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34.03
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34.55
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Nvidia
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8
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80
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34
3.42
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34.48
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Nvidia
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8
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80
hbm2e
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33.3
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Nvidia
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Nvidia
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Ampere
8
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32.18
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Nvidia
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Ampere
8
6,912
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32.2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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32.29
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.6
54
6.9
34
32.22
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100
224
224
3
10
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model-npz/DenseNet169_optadam_s100_e2_b4_lr001_2770.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.64
100
6.32
34
32.26
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100
224
224
3
10
adam
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4
0.001
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12.2
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40.88
81.8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.69
54
5.99
35
32.23
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100
224
224
3
10
adam
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4
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12.2
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40.89
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.66
54
5.82
35
32.35
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224
224
3
10
adam
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8
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43.93
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.24
65
8.74
36
32.51
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224
224
3
10
adam
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.26
62
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36
33.01
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224
224
3
10
adam
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.35
100
9.61
36
33.32
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100
224
224
3
10
adam
2
16
0.01
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6.23
43.64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.56
65
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36
32.85
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224
224
3
10
adam
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
1.52
68
9.08
36
32.87
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100
224
224
3
10
adam
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16
0.0001
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43.7
87.42
model-npz/DenseNet169_optadam_s100_e2_b16_lr00001_6693.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.7
66
9.85
37
32.75
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100
224
224
3
10
adam
2
32
0.01
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12.2
11
44.03
88.09
model-npz/DenseNet169_optadam_s100_e2_b32_lr001_1388.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
2.02
75
10.45
37
32.76
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_2752
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
10.95
43.82
87.68
model-npz/DenseNet169_optadam_s100_e2_b32_lr0001_3170.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.01
100
10.92
37
32.8
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_4144
100
224
224
3
10
adam
2
32
0.0001
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11.04
44.16
88.34
model-npz/DenseNet169_optadam_s100_e2_b32_lr00001_5829.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
1.88
100
9.41
37
32.59
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_9307
100
224
224
3
10
adam
2
64
0.01
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12.2
23.12
46.24
92.55
model-npz/DenseNet169_optadam_s100_e2_b64_lr001_1617.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
3.74
85
14.28
41
32.82
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_1258
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
22.99
46
92.03
model-npz/DenseNet169_optadam_s100_e2_b64_lr0001_8119.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
3.75
85
13.84
41
33.22
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_9393
100
224
224
3
10
adam
2
64
0.0001
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12.2
22.95
45.9
91.83
model-npz/DenseNet169_optadam_s100_e2_b64_lr00001_2144.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
3.68
86
13.65
42
33.32
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1264
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.22
22.21
111.07
model-npz/DenseNet169_optadam_s100_e5_b1_lr001_3345.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.58
53
13.09
34
32.54
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2356
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.22
22.12
110.66
model-npz/DenseNet169_optadam_s100_e5_b1_lr0001_2892.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.64
100
14.15
34
32.49
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1636
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.22
22.26
111.34
model-npz/DenseNet169_optadam_s100_e5_b1_lr00001_6155.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.58
53
13.38
34
32.38
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_1709
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.38
18.94
94.72
model-npz/DenseNet169_optadam_s100_e5_b2_lr001_5809.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.73
54
10.21
34
32.38
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_1999
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.38
18.98
94.95
model-npz/DenseNet169_optadam_s100_e5_b2_lr0001_1180.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.7
53
9.62
34
32.39
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1049
100
224
224
3
10
adam
5
2
0.0001
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0.38
18.89
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model-npz/DenseNet169_optadam_s100_e5_b2_lr00001_2010.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.73
56
10.33
34
32.33