Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
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Nvidia
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Nvidia
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Nvidia
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Nvidia
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Tesla
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Nvidia
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Nvidia
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Nvidia
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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Nvidia
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Tesla
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Nvidia
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Nvidia
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Tesla
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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Nvidia
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Tesla
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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2.58
162.53
325.1
model-npz/NASNetLarge_optadam_s1000_e2_b16_lr00001_1936.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
12.13
100
38.43
58
42.44
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e2_b1_lr0001_8540
1
331
331
3
10
sgd
2
1
0.0001
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12.2
58.36
58.38
116.8
model-npz/NASNetLarge_optsgd_s1_e2_b1_lr00001_2815.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.33
85
1.69
55
41.35
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e5_b1_lr01_1939
1
331
331
3
10
sgd
5
1
0.01
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12.2
23.57
23.59
117.98
model-npz/NASNetLarge_optsgd_s1_e5_b1_lr001_3069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.24
78
1.26
34
31.58
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e5_b1_lr001_9781
1
331
331
3
10
sgd
5
1
0.001
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23.54
23.56
117.86
model-npz/NASNetLarge_optsgd_s1_e5_b1_lr0001_7950.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.31
76
1.46
31
29.77
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e5_b1_lr0001_2640
1
331
331
3
10
sgd
5
1
0.0001
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12.2
23.51
23.53
117.69
model-npz/NASNetLarge_optsgd_s1_e5_b1_lr00001_1236.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
0.3
78
1.27
31
29.16
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e10_b1_lr01_2609
1
331
331
3
10
sgd
10
1
0.01
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11.92
119.27
model-npz/NASNetLarge_optsgd_s1_e10_b1_lr001_3056.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.43
87
1.96
32
29.12
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e10_b1_lr001_1531
1
331
331
3
10
sgd
10
1
0.001
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12.2
11.73
11.75
117.56
model-npz/NASNetLarge_optsgd_s1_e10_b1_lr0001_2296.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.32
79
1.7
32
29.15
NASNetLarge_architecture_optsgd_s1_ipd331x331x3_opd10_e10_b1_lr0001_2803
1
331
331
3
10
sgd
10
1
0.0001
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11.85
11.86
118.71
model-npz/NASNetLarge_optsgd_s1_e10_b1_lr00001_3360.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.45
79
2.01
31
29.07
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b1_lr01_1226
10
331
331
3
10
sgd
1
1
0.01
2.15.1
12.2
11.69
116.96
116.99
model-npz/NASNetLarge_optsgd_s10_e1_b1_lr001_1381.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.3
82
1.59
32
29.08
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b1_lr001_2421
10
331
331
3
10
sgd
1
1
0.001
2.15.1
12.2
12.05
120.55
120.59
model-npz/NASNetLarge_optsgd_s10_e1_b1_lr0001_1996.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.29
81
1.54
32
29.08
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b1_lr0001_7099
10
331
331
3
10
sgd
1
1
0.0001
2.15.1
12.2
11.82
118.29
118.32
model-npz/NASNetLarge_optsgd_s10_e1_b1_lr00001_2953.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.43
78
1.94
32
29.45
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b2_lr01_2862
10
331
331
3
10
sgd
1
2
0.01
2.15.1
12.2
23.88
119.45
119.48
model-npz/NASNetLarge_optsgd_s10_e1_b2_lr001_2559.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.35
100
1.53
32
29.17
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b2_lr001_2098
10
331
331
3
10
sgd
1
2
0.001
2.15.1
12.2
23.71
118.61
118.65
model-npz/NASNetLarge_optsgd_s10_e1_b2_lr0001_2292.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.33
99
1.43
32
29.07
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b2_lr0001_2965
10
331
331
3
10
sgd
1
2
0.0001
2.15.1
12.2
23.65
118.3
118.33
model-npz/NASNetLarge_optsgd_s10_e1_b2_lr00001_1915.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
0.49
95
2
32
29.13
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b4_lr01_2821
10
331
331
3
10
sgd
1
4
0.01
2.15.1
12.2
40.1
120.34
120.38
model-npz/NASNetLarge_optsgd_s10_e1_b4_lr001_9646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
0.84
97
2.92
33
29.28
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b4_lr001_3120
10
331
331
3
10
sgd
1
4
0.001
2.15.1
12.2
40.33
121.04
121.08
model-npz/NASNetLarge_optsgd_s10_e1_b4_lr0001_9160.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
0.73
94
3.03
34
29.78
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b4_lr0001_7514
10
331
331
3
10
sgd
1
4
0.0001
2.15.1
12.2
39.96
119.94
119.97
model-npz/NASNetLarge_optsgd_s10_e1_b4_lr00001_7599.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
0.77
95
2.98
33
29.57
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b8_lr01_2241
10
331
331
3
10
sgd
1
8
0.01
2.15.1
12.2
60.96
121.96
121.99
model-npz/NASNetLarge_optsgd_s10_e1_b8_lr001_2700.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
1.19
98
4.26
33
29.69
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b8_lr001_3252
10
331
331
3
10
sgd
1
8
0.001
2.15.1
12.2
60.44
120.92
120.96
model-npz/NASNetLarge_optsgd_s10_e1_b8_lr0001_3273.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
1.36
99
4.56
33
29.75
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e1_b8_lr0001_3228
10
331
331
3
10
sgd
1
8
0.0001
2.15.1
12.2
60.91
121.88
121.91
model-npz/NASNetLarge_optsgd_s10_e1_b8_lr00001_5560.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
0.96
91
3.7
33
29.74
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e2_b1_lr01_1360
10
331
331
3
10
sgd
2
1
0.01
2.15.1
12.2
5.96
59.73
119.49
model-npz/NASNetLarge_optsgd_s10_e2_b1_lr001_3310.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.84
77
3.59
32
29.47
NASNetLarge_architecture_optsgd_s10_ipd331x331x3_opd10_e2_b1_lr001_2266
10
331
331
3
10
sgd
2
1
0.001
2.15.1
12.2
6.07
60.76
121.57
model-npz/NASNetLarge_optsgd_s10_e2_b1_lr0001_2878.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.59
76
2.84
32
29.32