Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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8
6,912
108
80
hbm2e
2,040
432
4
1.38
100
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28.55
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224
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10
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1
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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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10
adam
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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
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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
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2221
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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_lr00001_1698.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.97
100
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28.53
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1916
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3
10
adam
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4
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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
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30
28.27
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_1028
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224
224
3
10
adam
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4
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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
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30
28.16
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_2530
100
224
224
3
10
adam
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4
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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
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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
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100
224
224
3
10
adam
5
8
0.001
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2.83
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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
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100
224
224
3
10
adam
5
8
0.0001
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2.81
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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
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2.8
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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
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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
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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
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32
28.22
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224
224
3
10
adam
5
32
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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
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31
28.73
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1647
100
224
224
3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e5_b32_lr0001_2741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.14
100
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33
28.89
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_1806
100
224
224
3
10
adam
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32
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model-npz/MobileNet_optadam_s100_e5_b32_lr00001_9641.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
1.78
100
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32
28.59
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224
224
3
10
adam
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64
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15
model-npz/MobileNet_optadam_s100_e5_b64_lr001_1214.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.64
100
20.36
34
29.03
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224
224
3
10
adam
5
64
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model-npz/MobileNet_optadam_s100_e5_b64_lr0001_1954.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.73
100
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35
29.41
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224
224
3
10
adam
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64
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model-npz/MobileNet_optadam_s100_e5_b64_lr00001_1073.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
2.78
100
17.46
34
29.86
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_5676
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224
224
3
10
adam
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model-npz/MobileNet_optadam_s100_e10_b1_lr001_3391.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.53
100
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31
29.39
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_3134
100
224
224
3
10
adam
10
1
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21.38
model-npz/MobileNet_optadam_s100_e10_b1_lr0001_3083.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.86
100
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30
29.24
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_3236
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224
224
3
10
adam
10
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model-npz/MobileNet_optadam_s100_e10_b1_lr00001_2046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.76
100
22.71
30
29.1
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1201
100
224
224
3
10
adam
10
2
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model-npz/MobileNet_optadam_s100_e10_b2_lr001_1164.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.3
100
16.84
30
28.68
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_3463
100
224
224
3
10
adam
10
2
0.001
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1.73
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model-npz/MobileNet_optadam_s100_e10_b2_lr0001_2311.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.48
100
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31
28.76
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2136
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224
224
3
10
adam
10
2
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model-npz/MobileNet_optadam_s100_e10_b2_lr00001_3325.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.24
100
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31
28.76
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2006
100
224
224
3
10
adam
10
4
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model-npz/MobileNet_optadam_s100_e10_b4_lr001_2890.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.64
100
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31
28.64
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_5629
100
224
224
3
10
adam
10
4
0.001
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model-npz/MobileNet_optadam_s100_e10_b4_lr0001_2078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.46
100
16.33
31
28.67
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1562
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224
224
3
10
adam
10
4
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model-npz/MobileNet_optadam_s100_e10_b4_lr00001_8549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.39
100
16.39
31
28.58
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2104
100
224
224
3
10
adam
10
8
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model-npz/MobileNet_optadam_s100_e10_b8_lr001_6293.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.58
100
17.71
32
28.63
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_6704
100
224
224
3
10
adam
10
8
0.001
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1.48
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model-npz/MobileNet_optadam_s100_e10_b8_lr0001_2700.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.59
100
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32
28.68
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1366
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224
224
3
10
adam
10
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model-npz/MobileNet_optadam_s100_e10_b8_lr00001_1831.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.92
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28.71
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1100
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224
224
3
10
adam
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model-npz/MobileNet_optadam_s100_e10_b16_lr001_1221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.21
100
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32
28.61
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1037
100
224
224
3
10
adam
10
16
0.001
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1.49
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model-npz/MobileNet_optadam_s100_e10_b16_lr0001_1582.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.58
100
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33
28.87
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_7410
100
224
224
3
10
adam
10
16
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1.44
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model-npz/MobileNet_optadam_s100_e10_b16_lr00001_2734.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.32
100
17.78
33
28.7
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1068
100
224
224
3
10
adam
10
32
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1.48
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model-npz/MobileNet_optadam_s100_e10_b32_lr001_1307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.45
100
18.39
33
28.87
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2342
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224
224
3
10
adam
10
32
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model-npz/MobileNet_optadam_s100_e10_b32_lr0001_2527.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.32
100
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33
28.84
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2257
100
224
224
3
10
adam
10
32
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1.46
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model-npz/MobileNet_optadam_s100_e10_b32_lr00001_2868.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.29
100
15.47
33
28.82
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2754
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224
224
3
10
adam
10
64
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model-npz/MobileNet_optadam_s100_e10_b64_lr001_2259.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.54
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29.41
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_3254
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224
224
3
10
adam
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64
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1.53
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model-npz/MobileNet_optadam_s100_e10_b64_lr0001_2971.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.74
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35
29.87
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_6454
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224
224
3
10
adam
10
64
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model-npz/MobileNet_optadam_s100_e10_b64_lr00001_2202.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
3.05
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29.87
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1678
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224
3
10
adam
1
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21.66
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model-npz/MobileNet_optadam_s1000_e1_b1_lr001_2861.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.73
100
21.6
30
29.04
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1112
1,000
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224
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model-npz/MobileNet_optadam_s1000_e1_b1_lr0001_1308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.65
100
22.43
30
28.78
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10
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model-npz/MobileNet_optadam_s1000_e1_b1_lr00001_1033.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
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100
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30
28.77
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model-npz/MobileNet_optadam_s1000_e1_b2_lr001_2915.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.24
100
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30
28.56
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_5080
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3
10
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model-npz/MobileNet_optadam_s1000_e1_b2_lr0001_1855.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.58
100
19.79
30
28.58
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3309
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224
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10
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model-npz/MobileNet_optadam_s1000_e1_b2_lr00001_6472.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.43
100
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30
28.66
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_4690
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224
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10
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model-npz/MobileNet_optadam_s1000_e1_b4_lr001_4674.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.39
100
18.54
31
28.51
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_9663
1,000
224
224
3
10
adam
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4
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model-npz/MobileNet_optadam_s1000_e1_b4_lr0001_2035.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.08
100
14
31
28.46
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2086
1,000
224
224
3
10
adam
1
4
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model-npz/MobileNet_optadam_s1000_e1_b4_lr00001_9138.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.04
100
13.58
31
28.35
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_2589
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224
224
3
10
adam
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8
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model-npz/MobileNet_optadam_s1000_e1_b8_lr001_2669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.54
100
15.67
32
28.31
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_3111
1,000
224
224
3
10
adam
1
8
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14
14.02
model-npz/MobileNet_optadam_s1000_e1_b8_lr0001_5019.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.65
100
16.11
31
28.49
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_5786
1,000
224
224
3
10
adam
1
8
0.0001
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14.07
14.09
model-npz/MobileNet_optadam_s1000_e1_b8_lr00001_3046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.84
100
18.92
32
28.61
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1383
1,000
224
224
3
10
adam
1
16
0.01
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14.53
14.56
model-npz/MobileNet_optadam_s1000_e1_b16_lr001_1378.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.18
100
15.79
33
28.74
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2016
1,000
224
224
3
10
adam
1
16
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14.65
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model-npz/MobileNet_optadam_s1000_e1_b16_lr0001_2954.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.11
100
22.92
33
28.82
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2028
1,000
224
224
3
10
adam
1
16
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14.56
14.59
model-npz/MobileNet_optadam_s1000_e1_b16_lr00001_1356.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.74
100
21.74
33
28.84
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2202
1,000
224
224
3
10
adam
1
32
0.01
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14.35
14.37
model-npz/MobileNet_optadam_s1000_e1_b32_lr001_5809.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.18
100
18.87
33
28.92
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_6406
1,000
224
224
3
10
adam
1
32
0.001
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14.65
14.68
model-npz/MobileNet_optadam_s1000_e1_b32_lr0001_1682.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.13
100
19.32
33
29.13
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2184
1,000
224
224
3
10
adam
1
32
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14.33
model-npz/MobileNet_optadam_s1000_e1_b32_lr00001_2335.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.08
100
21.61
33
28.92
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1899
1,000
224
224
3
10
adam
1
64
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15.04
model-npz/MobileNet_optadam_s1000_e1_b64_lr001_1931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.24
100
25.32
35
29.29
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1880
1,000
224
224
3
10
adam
1
64
0.001
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0.93
14.95
14.98
model-npz/MobileNet_optadam_s1000_e1_b64_lr0001_2849.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
4.28
100
20.87
35
29.79
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2227
1,000
224
224
3
10
adam
1
64
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14.95
14.97
model-npz/MobileNet_optadam_s1000_e1_b64_lr00001_2476.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
4.26
100
20.15
36
30.23