Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2650
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.47
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29
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MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_3585
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224
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10
adam
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model-npz/MobileNet_optadam_s1_e2_b1_lr0001_1479.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
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29
28
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2885
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10
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model-npz/MobileNet_optadam_s1_e2_b1_lr00001_3324.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
5
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28
27.94
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_3327
1
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10
adam
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model-npz/MobileNet_optadam_s1_e5_b1_lr001_2484.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
6
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28
27.97
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_3208
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10
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model-npz/MobileNet_optadam_s1_e5_b1_lr0001_2542.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
2,040
432
4
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27.97
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2699
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10
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model-npz/MobileNet_optadam_s1_e5_b1_lr00001_2521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
2,040
432
4
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27.94
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_6026
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224
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10
adam
10
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model-npz/MobileNet_optadam_s1_e10_b1_lr001_2494.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
2,040
432
6
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28
28
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2138
1
224
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10
adam
10
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model-npz/MobileNet_optadam_s1_e10_b1_lr0001_3336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
4
0.85
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28
27.97
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_6689
1
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10
adam
10
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model-npz/MobileNet_optadam_s1_e10_b1_lr00001_1741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.57
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28
28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_9678
10
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10
adam
1
1
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model-npz/MobileNet_optadam_s10_e1_b1_lr001_5455.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
3
0.5
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29
28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2900
10
224
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10
adam
1
1
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model-npz/MobileNet_optadam_s10_e1_b1_lr0001_2406.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.58
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28
28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_3021
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10
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1
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model-npz/MobileNet_optadam_s10_e1_b1_lr00001_6195.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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hbm2e
2,040
432
3
0.56
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29
28.03
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10
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10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b2_lr001_1772.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
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27.97
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1936
10
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10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b2_lr0001_1311.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
5
0.65
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28
27.94
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10
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model-npz/MobileNet_optadam_s10_e1_b2_lr00001_2619.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
6
0.76
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27.97
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1019
10
224
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10
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model-npz/MobileNet_optadam_s10_e1_b4_lr001_2239.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
9
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29
28.06
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224
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10
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model-npz/MobileNet_optadam_s10_e1_b4_lr0001_1333.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
0.71
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29
28.03
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10
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model-npz/MobileNet_optadam_s10_e1_b4_lr00001_3168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
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29
28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_4958
10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e1_b8_lr001_3671.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
10
1.09
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30
28.14
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10
224
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3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b8_lr0001_1458.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
10
1.19
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29
28.11
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224
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10
adam
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model-npz/MobileNet_optadam_s10_e1_b8_lr00001_1363.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
10
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30
28.23
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b1_lr001_2352.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
6
0.62
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28.18
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10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b1_lr0001_1539.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
3
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28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_6910
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10
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model-npz/MobileNet_optadam_s10_e2_b1_lr00001_4766.npz
Nvidia
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Ampere
8
6,912
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hbm2e
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432
6
0.54
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model-npz/MobileNet_optadam_s10_e2_b2_lr001_2936.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
3
0.53
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28
27.94
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adam
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model-npz/MobileNet_optadam_s10_e2_b2_lr0001_3503.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
5
0.58
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27.3
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10
adam
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2
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model-npz/MobileNet_optadam_s10_e2_b2_lr00001_2631.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
0.79
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27.44
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b4_lr001_1793.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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9
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27.42
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b4_lr0001_9036.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
0.97
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27.4
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_2630
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b4_lr00001_3231.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
1
100
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27.33
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1298
10
224
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10
adam
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8
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model-npz/MobileNet_optadam_s10_e2_b8_lr001_6859.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
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27.21
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b8_lr0001_1188.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
9
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b8_lr00001_2335.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
7
0.94
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29
27.31
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b1_lr001_2392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
6
0.64
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28
27.11
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10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b1_lr0001_2369.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.38
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28
27.03
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1853
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224
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b1_lr00001_2877.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
4
0.5
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27.03
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b2_lr001_2240.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
6
0.62
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27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1604
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b2_lr0001_1756.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
5
0.71
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adam
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model-npz/MobileNet_optadam_s10_e5_b2_lr00001_1774.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
3
0.54
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28
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_6516
10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b4_lr001_2381.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.08
100
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27.06
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_3214
10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b4_lr0001_3198.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
9
0.86
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29
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2096
10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e5_b4_lr00001_1003.npz
Nvidia
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Ampere
8
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80
hbm2e
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432
9
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_6250
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model-npz/MobileNet_optadam_s10_e5_b8_lr001_3107.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
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model-npz/MobileNet_optadam_s10_e5_b8_lr0001_3312.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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hbm2e
2,040
432
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model-npz/MobileNet_optadam_s10_e5_b8_lr00001_9858.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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hbm2e
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432
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_1190
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model-npz/MobileNet_optadam_s10_e10_b1_lr001_1860.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1818
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model-npz/MobileNet_optadam_s10_e10_b1_lr0001_3148.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_3378
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model-npz/MobileNet_optadam_s10_e10_b1_lr00001_1366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
5
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1568
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adam
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model-npz/MobileNet_optadam_s10_e10_b2_lr001_8228.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
3
0.6
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1313
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model-npz/MobileNet_optadam_s10_e10_b2_lr0001_5623.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.83
100
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28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1887
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224
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adam
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model-npz/MobileNet_optadam_s10_e10_b2_lr00001_2226.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.57
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29
28
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_1595
10
224
224
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adam
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model-npz/MobileNet_optadam_s10_e10_b4_lr001_3118.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.64
100
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30
28.11
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2672
10
224
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adam
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model-npz/MobileNet_optadam_s10_e10_b4_lr0001_1391.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.27
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30
28.14
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_1474
10
224
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3
10
adam
10
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model-npz/MobileNet_optadam_s10_e10_b4_lr00001_1545.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.89
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30
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_2302
10
224
224
3
10
adam
10
8
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model-npz/MobileNet_optadam_s10_e10_b8_lr001_1716.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.97
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1447
10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e10_b8_lr0001_2540.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.89
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30
28.14
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_9446
10
224
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10
adam
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model-npz/MobileNet_optadam_s10_e10_b8_lr00001_1723.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.3
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30
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3218
100
224
224
3
10
adam
1
1
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model-npz/MobileNet_optadam_s100_e1_b1_lr001_1963.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.8
100
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29
28.09
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2399
100
224
224
3
10
adam
1
1
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model-npz/MobileNet_optadam_s100_e1_b1_lr0001_2623.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.77
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29
28.11
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_2684
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224
224
3
10
adam
1
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13.45
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model-npz/MobileNet_optadam_s100_e1_b1_lr00001_2963.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.89
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29
28.03
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_9755
100
224
224
3
10
adam
1
2
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model-npz/MobileNet_optadam_s100_e1_b2_lr001_1889.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.47
100
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_3333
100
224
224
3
10
adam
1
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model-npz/MobileNet_optadam_s100_e1_b2_lr0001_1539.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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29
28.03