Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr001_2688.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
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100
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38
31.42
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
36
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100
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36
29.24
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_6909
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
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100
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38
31.42
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2439
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
35
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100
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36
29.06
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
36
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100
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38
31.41
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
35
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100
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35
29.07
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3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
47
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100
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39
31.39
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3
10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
44
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100
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37
29.27
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
48
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100
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39
31.41
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
47
1.89
100
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37
29.34
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224
3
10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
1.94
100
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39
31.43
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224
224
3
10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.81
100
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37
29.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3391
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224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
3
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100
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34
32.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3148
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224
3
10
adam
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.1
100
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32
30.15
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1721
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224
3
10
adam
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.08
100
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35
33.18
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2296
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224
224
3
10
adam
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.07
100
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32
30.96
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224
3
10
adam
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
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100
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35
33.61
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1314
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224
224
3
10
adam
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
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100
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33
31.17
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_3304
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224
3
10
adam
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2
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model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr001_7209.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.38
100
21.73
35
33.52
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2812
1,000
224
224
3
10
adam
2
2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.39
100
22.7
33
31.1
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1,000
224
224
3
10
adam
2
2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.39
100
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36
33.84
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_9203
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224
3
10
adam
2
2
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model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr0001_3263.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.36
100
21.98
33
31.26
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2001
1,000
224
224
3
10
adam
2
2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.38
100
22.43
36
33.91
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2629
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224
3
10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.39
100
22.62
34
31.49
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_3173
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224
3
10
adam
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4
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model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr001_6362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.58
100
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37
33.79
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224
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
7
1.63
100
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34
31.29
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224
3
10
adam
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4
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model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr0001_2047.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.59
100
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37
33.74
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224
224
3
10
adam
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4
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model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr0001_6610.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.65
100
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34
31.27
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1561
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224
224
3
10
adam
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4
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model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr00001_2327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.56
100
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37
33.79
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2355
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224
3
10
adam
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4
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model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr00001_7390.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.64
100
18.14
35
31.32
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2939
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224
3
10
adam
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8
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model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr001_2355.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.99
100
13.48
38
33.74
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2722
1,000
224
224
3
10
adam
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8
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model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr001_1291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.97
100
13.26
36
31.27
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2800
1,000
224
224
3
10
adam
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8
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41.49
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr0001_3366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.02
100
14
38
33.78
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_5762
1,000
224
224
3
10
adam
2
8
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41.66
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr0001_2027.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.88
100
13.28
36
31.19
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_4342
1,000
224
224
3
10
adam
2
8
0.0001
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41.36
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr00001_3069.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.97
100
13.72
39
33.8
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1835
1,000
224
224
3
10
adam
2
8
0.0001
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41.34
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr00001_2544.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.96
100
13.11
36
31.12
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_3370
1,000
224
224
3
10
adam
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16
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40.52
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr001_3341.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.44
100
10.92
39
33.79
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2497
1,000
224
224
3
10
adam
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16
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40.21
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr001_9401.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.74
100
13.06
37
31.05
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_8304
1,000
224
224
3
10
adam
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16
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19.93
39.88
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr0001_1365.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.64
100
12.56
40
33.92
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2048
1,000
224
224
3
10
adam
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16
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40.47
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr0001_1843.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.84
100
13.25
37
31.31
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2021
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model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr00001_6200.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.42
100
10.81
40
33.86
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2657
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10
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model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr00001_2385.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
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100
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38
31.51
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_9954
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224
3
10
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32
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model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr001_2455.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.26
100
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41
33.93
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1883
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3
10
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32
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39.21
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr001_4677.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.33
100
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39
31.72
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_9350
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10
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32
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model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr0001_7439.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
3.09
100
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40
33.79
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224
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
36
2.84
100
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39
31.37
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224
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
2.9
100
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41
33.86
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1091
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224
224
3
10
adam
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32
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39.5
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
2.92
100
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39
31.31
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_3290
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224
224
3
10
adam
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64
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38.9
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr001_1869.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
3.16
100
9.23
42
33.78
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1898
1,000
224
224
3
10
adam
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64
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model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr001_8653.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
3.34
100
11.14
40
31.46
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1663
1,000
224
224
3
10
adam
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64
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38.88
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr0001_2607.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
3.21
100
10.51
42
33.96
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1409
1,000
224
224
3
10
adam
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64
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model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr0001_1931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
3.75
100
10.65
40
31.45
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2645
1,000
224
224
3
10
adam
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64
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38.37
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr00001_3042.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
3.44
100
9.76
42
33.89
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2560
1,000
224
224
3
10
adam
2
64
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19.27
38.58
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr00001_4237.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
3.21
100
11.24
41
31.7
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_9594
1,000
224
224
3
10
adam
5
1
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29.73
148.69
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr001_1913.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.49
100
34.27
35
34.56
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_1656
1,000
224
224
3
10
adam
5
1
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29.44
147.22
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr001_4350.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.51
100
34.6
33
32.42
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_4307
1,000
224
224
3
10
adam
5
1
0.001
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29.76
148.87
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr0001_2955.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.51
100
34.53
36
34.65
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3143
1,000
224
224
3
10
adam
5
1
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29.59
148
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr0001_1787.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.49
100
34.3
33
32.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2065
1,000
224
224
3
10
adam
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1
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29.55
147.79
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr00001_3111.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.48
100
33.94
36
34.91
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1753
1,000
224
224
3
10
adam
5
1
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147.31
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr00001_5351.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.5
100
33.84
33
32.24
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2981
1,000
224
224
3
10
adam
5
2
0.01
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18.27
91.37
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr001_3374.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.18
100
33.93
36
34.7
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2409
1,000
224
224
3
10
adam
5
2
0.01
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18.16
90.85
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr001_2173.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.24
100
33.96
34
32.13
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2954
1,000
224
224
3
10
adam
5
2
0.001
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18.32
91.63
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr0001_1664.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.17
100
33.72
36
34.59