Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
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Ampere
8
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80
hbm2e
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Nvidia
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8
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Nvidia
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Nvidia
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8
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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
NVIDIA A100-SXM4-80GB
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8
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hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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331
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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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80
hbm2e
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Nvidia
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Ampere
8
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80
hbm2e
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432
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24.63
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331
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Nvidia
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8
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80
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331
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Nvidia
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Ampere
8
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80
hbm2e
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27
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331
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Nvidia
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Ampere
8
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80
hbm2e
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27
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331
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr01_1480
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331
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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432
7
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26.79
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1
331
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10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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432
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331
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
7
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331
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adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
5
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49
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26.99
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
7
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26.62
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331
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
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56
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29
27
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10
331
331
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10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
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61
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30
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10
331
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10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
9
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60
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30
27.02
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331
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10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.14
52
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29
27.03
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331
331
3
10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
18
0.32
70
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32
27.09
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10
331
331
3
10
adam
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4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
0.28
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32
27.1
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10
331
331
3
10
adam
1
4
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model-npz/NASNetLarge_optadam_s10_e1_b4_lr00001_1543.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.23
67
1.52
31
27.05
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10
331
331
3
10
adam
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.37
63
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31
27.1
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10
331
331
3
10
adam
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.34
72
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32
27.09
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10
331
331
3
10
adam
1
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model-npz/NASNetLarge_optadam_s10_e1_b8_lr00001_1754.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.28
75
1.62
32
27.06
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10
331
331
3
10
adam
2
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model-npz/NASNetLarge_optadam_s10_e2_b1_lr001_3268.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.17
55
1.48
30
27.02
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr001_5908
10
331
331
3
10
adam
2
1
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model-npz/NASNetLarge_optadam_s10_e2_b1_lr0001_3199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.18
56
1.4
30
27.03
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr0001_2378
10
331
331
3
10
adam
2
1
0.0001
2.15.1
12.2
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131.85
model-npz/NASNetLarge_optadam_s10_e2_b1_lr00001_1174.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.2
56
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30
27.02
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr01_1187
10
331
331
3
10
adam
2
2
0.01
2.15.1
12.2
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65.14
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model-npz/NASNetLarge_optadam_s10_e2_b2_lr001_2291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.17
65
1.25
31
27
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr001_5729
10
331
331
3
10
adam
2
2
0.001
2.15.1
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129.41
model-npz/NASNetLarge_optadam_s10_e2_b2_lr0001_1931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.22
69
1.38
31
26.98
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr0001_7917
10
331
331
3
10
adam
2
2
0.0001
2.15.1
12.2
13.17
65.85
131.73
model-npz/NASNetLarge_optadam_s10_e2_b2_lr00001_3426.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.2
50
1.47
30
26.98
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr01_1531
10
331
331
3
10
adam
2
4
0.01
2.15.1
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22
66
132.05
model-npz/NASNetLarge_optadam_s10_e2_b4_lr001_1669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.31
68
1.75
33
27.07
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr001_3154
10
331
331
3
10
adam
2
4
0.001
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66.83
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model-npz/NASNetLarge_optadam_s10_e2_b4_lr0001_3291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
0.34
67
1.99
32
27.06
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr0001_1614
10
331
331
3
10
adam
2
4
0.0001
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12.2
22.02
66.07
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model-npz/NASNetLarge_optadam_s10_e2_b4_lr00001_6646.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
0.34
76
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32
27.07
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr01_1137
10
331
331
3
10
adam
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model-npz/NASNetLarge_optadam_s10_e2_b8_lr001_2808.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
21
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27.09
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr001_7622
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model-npz/NASNetLarge_optadam_s10_e2_b8_lr0001_2549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr0001_2623
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model-npz/NASNetLarge_optadam_s10_e2_b8_lr00001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
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NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr01_1711
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model-npz/NASNetLarge_optadam_s10_e5_b1_lr001_1257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr001_1600
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model-npz/NASNetLarge_optadam_s10_e5_b1_lr0001_2548.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.35
56
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27.12
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr0001_6643
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331
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model-npz/NASNetLarge_optadam_s10_e5_b1_lr00001_3086.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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0.29
54
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NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr01_1207
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331
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model-npz/NASNetLarge_optadam_s10_e5_b2_lr001_2187.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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0.31
66
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27.08
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr001_2567
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331
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model-npz/NASNetLarge_optadam_s10_e5_b2_lr0001_1684.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.31
68
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32
27.09
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr0001_1728
10
331
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model-npz/NASNetLarge_optadam_s10_e5_b2_lr00001_3134.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.26
69
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32
27.09
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr01_1522
10
331
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4
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model-npz/NASNetLarge_optadam_s10_e5_b4_lr001_7637.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
0.41
71
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33
27.11
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr001_7298
10
331
331
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10
adam
5
4
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model-npz/NASNetLarge_optadam_s10_e5_b4_lr0001_2648.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.42
75
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27.11
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr0001_2965
10
331
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model-npz/NASNetLarge_optadam_s10_e5_b4_lr00001_1845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.48
73
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33
27.16
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b8_lr01_1199
10
331
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model-npz/NASNetLarge_optadam_s10_e5_b8_lr001_3103.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.43
82
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34
27.15
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b8_lr001_1172
10
331
331
3
10
adam
5
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model-npz/NASNetLarge_optadam_s10_e5_b8_lr0001_3248.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.47
77
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35
27.16
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b8_lr0001_1435
10
331
331
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10
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5
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model-npz/NASNetLarge_optadam_s10_e5_b8_lr00001_1139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.57
82
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34
27.01
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b1_lr01_3777
10
331
331
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10
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142.16
model-npz/NASNetLarge_optadam_s10_e10_b1_lr001_1181.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.61
54
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31
27.27
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b1_lr001_1931
10
331
331
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10
adam
10
1
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model-npz/NASNetLarge_optadam_s10_e10_b1_lr0001_6551.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.57
54
4.53
31
27.32
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b1_lr0001_3387
10
331
331
3
10
adam
10
1
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model-npz/NASNetLarge_optadam_s10_e10_b1_lr00001_6288.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.56
59
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31
27.24
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b2_lr01_1836
10
331
331
3
10
adam
10
2
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135.72
model-npz/NASNetLarge_optadam_s10_e10_b2_lr001_3201.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.43
67
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32
27.2
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b2_lr001_1805
10
331
331
3
10
adam
10
2
0.001
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13.53
135.3
model-npz/NASNetLarge_optadam_s10_e10_b2_lr0001_2179.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.49
70
3.37
32
27.21
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b2_lr0001_9708
10
331
331
3
10
adam
10
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model-npz/NASNetLarge_optadam_s10_e10_b2_lr00001_8953.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.49
70
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27.21
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b4_lr01_1633
10
331
331
3
10
adam
10
4
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135.92
model-npz/NASNetLarge_optadam_s10_e10_b4_lr001_3384.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.55
71
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33
27.22