Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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hbm2e
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432
7
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10
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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
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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
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30
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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
28.08
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224
224
3
10
adam
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1
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model-npz/MobileNet_optadam_s100_e1_b1_lr001_1963.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
6
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29
28.09
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10
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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
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28.11
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10
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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
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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
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27.97
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10
adam
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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
5
0.63
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29
28.03
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3
10
adam
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model-npz/MobileNet_optadam_s100_e1_b2_lr00001_2552.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.71
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29
28.11
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224
224
3
10
adam
1
4
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model-npz/MobileNet_optadam_s100_e1_b4_lr001_2521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.65
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29
28.03
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224
224
3
10
adam
1
4
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model-npz/MobileNet_optadam_s100_e1_b4_lr0001_9663.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.8
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29
28.26
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224
224
3
10
adam
1
4
0.0001
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13.29
13.32
model-npz/MobileNet_optadam_s100_e1_b4_lr00001_3186.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.85
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29
28.35
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100
224
224
3
10
adam
1
8
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model-npz/MobileNet_optadam_s100_e1_b8_lr001_5889.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
11
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30
28.43
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224
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3
10
adam
1
8
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model-npz/MobileNet_optadam_s100_e1_b8_lr0001_1595.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
10
1
100
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30
28.39
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10
adam
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8
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model-npz/MobileNet_optadam_s100_e1_b8_lr00001_2878.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
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30
28.32
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224
224
3
10
adam
1
16
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model-npz/MobileNet_optadam_s100_e1_b16_lr001_7773.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.83
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30
28.54
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224
224
3
10
adam
1
16
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model-npz/MobileNet_optadam_s100_e1_b16_lr0001_1318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.94
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30
28.44
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224
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3
10
adam
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16
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model-npz/MobileNet_optadam_s100_e1_b16_lr00001_2252.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
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30
28.46
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224
224
3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e1_b32_lr001_2724.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.72
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31
28.67
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224
3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e1_b32_lr0001_1989.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
14
1.91
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31
28.8
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3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e1_b32_lr00001_2886.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
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30
28.78
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10
adam
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64
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model-npz/MobileNet_optadam_s100_e1_b64_lr001_3080.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
27
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29.14
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3
10
adam
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model-npz/MobileNet_optadam_s100_e1_b64_lr0001_2274.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4
100
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34
29.59
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224
224
3
10
adam
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64
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model-npz/MobileNet_optadam_s100_e1_b64_lr00001_1594.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.62
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35
29.35
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224
224
3
10
adam
2
1
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model-npz/MobileNet_optadam_s100_e2_b1_lr001_1705.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.76
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30
28.43
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224
224
3
10
adam
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1
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model-npz/MobileNet_optadam_s100_e2_b1_lr0001_3110.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.92
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28.41
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224
224
3
10
adam
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1
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model-npz/MobileNet_optadam_s100_e2_b1_lr00001_1349.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.94
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28.42
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_3155
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224
224
3
10
adam
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2
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model-npz/MobileNet_optadam_s100_e2_b2_lr001_8719.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.92
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30
28.31
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_1401
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224
224
3
10
adam
2
2
0.001
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6.72
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model-npz/MobileNet_optadam_s100_e2_b2_lr0001_1017.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.09
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30
28.31
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2169
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224
224
3
10
adam
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2
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model-npz/MobileNet_optadam_s100_e2_b2_lr00001_3321.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.66
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29
28.29
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_3387
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224
224
3
10
adam
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4
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model-npz/MobileNet_optadam_s100_e2_b4_lr001_1654.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.17
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28.31
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_3304
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224
224
3
10
adam
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4
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model-npz/MobileNet_optadam_s100_e2_b4_lr0001_1848.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.94
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30
28.31
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2511
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224
224
3
10
adam
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4
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model-npz/MobileNet_optadam_s100_e2_b4_lr00001_2240.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.83
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30
28.29
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_5887
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224
224
3
10
adam
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8
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model-npz/MobileNet_optadam_s100_e2_b8_lr001_3326.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.5
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30
28.42
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224
224
3
10
adam
2
8
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model-npz/MobileNet_optadam_s100_e2_b8_lr0001_2312.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.8
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30
28.43
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_4646
100
224
224
3
10
adam
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8
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6.94
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model-npz/MobileNet_optadam_s100_e2_b8_lr00001_1530.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.3
100
17.14
31
28.51
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1979
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224
224
3
10
adam
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16
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model-npz/MobileNet_optadam_s100_e2_b16_lr001_1658.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.92
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28.5
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_3415
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224
224
3
10
adam
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16
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model-npz/MobileNet_optadam_s100_e2_b16_lr0001_7444.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
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28.56
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2867
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224
224
3
10
adam
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16
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model-npz/MobileNet_optadam_s100_e2_b16_lr00001_1074.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.36
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30
28.42
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_3426
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224
224
3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e2_b32_lr001_3156.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.47
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28.5
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1243
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224
224
3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e2_b32_lr0001_3054.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.71
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28.49
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_7881
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224
224
3
10
adam
2
32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.42
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28.5
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10
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64
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model-npz/MobileNet_optadam_s100_e2_b64_lr001_1975.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
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224
224
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10
adam
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64
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model-npz/MobileNet_optadam_s100_e2_b64_lr0001_1071.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
28
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_3244
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10
adam
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64
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model-npz/MobileNet_optadam_s100_e2_b64_lr00001_8733.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
35
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model-npz/MobileNet_optadam_s100_e5_b1_lr001_1908.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
4
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10
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model-npz/MobileNet_optadam_s100_e5_b1_lr0001_2769.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.38
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28.55
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224
224
3
10
adam
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model-npz/MobileNet_optadam_s100_e5_b1_lr00001_9802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
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28.53
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224
224
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10
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2
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model-npz/MobileNet_optadam_s100_e5_b2_lr001_1112.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1
100
15.45
30
28.5
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224
224
3
10
adam
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2
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model-npz/MobileNet_optadam_s100_e5_b2_lr0001_3277.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.85
100
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30
28.46
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224
224
3
10
adam
5
2
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model-npz/MobileNet_optadam_s100_e5_b2_lr00001_1698.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.97
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30
28.53
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1916
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224
224
3
10
adam
5
4
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2.75
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model-npz/MobileNet_optadam_s100_e5_b4_lr001_3373.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.05
100
13.78
30
28.27
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_1028
100
224
224
3
10
adam
5
4
0.001
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2.79
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model-npz/MobileNet_optadam_s100_e5_b4_lr0001_4096.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.86
100
14.68
30
28.16
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_2530
100
224
224
3
10
adam
5
4
0.0001
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model-npz/MobileNet_optadam_s100_e5_b4_lr00001_7726.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.81
100
13.22
30
28.11
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_4252
100
224
224
3
10
adam
5
8
0.01
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model-npz/MobileNet_optadam_s100_e5_b8_lr001_1078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.68
100
16.22
31
28.24
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_1231
100
224
224
3
10
adam
5
8
0.001
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model-npz/MobileNet_optadam_s100_e5_b8_lr0001_8003.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.5
100
18.17
31
28.33
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1486
100
224
224
3
10
adam
5
8
0.0001
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2.81
14.09
model-npz/MobileNet_optadam_s100_e5_b8_lr00001_2648.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.56
100
18.78
31
28.33
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1531
100
224
224
3
10
adam
5
16
0.01
2.15.1
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2.8
14.05
model-npz/MobileNet_optadam_s100_e5_b16_lr001_5817.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
1.62
100
17.46
30
28.32
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2071
100
224
224
3
10
adam
5
16
0.001
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2.78
13.91
model-npz/MobileNet_optadam_s100_e5_b16_lr0001_1674.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.53
100
15.08
30
28.17
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_9752
100
224
224
3
10
adam
5
16
0.0001
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2.82
14.13
model-npz/MobileNet_optadam_s100_e5_b16_lr00001_1622.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2
100
16.72
32
28.22
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1326
100
224
224
3
10
adam
5
32
0.01
2.15.1
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2.82
14.1
model-npz/MobileNet_optadam_s100_e5_b32_lr001_2352.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.78
100
16.84
31
28.73