Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
38
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Nvidia
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Ampere
8
6,912
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36
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Nvidia
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Ampere
8
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Nvidia
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8
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80
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8
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80
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8
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27.3
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8
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80
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27.34
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8
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27.45
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Nvidia
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8
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Nvidia
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8
6,912
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80
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27.96
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8
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Nvidia
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Ampere
8
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80
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432
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28.37
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Nvidia
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8
6,912
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80
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11
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28.32
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Nvidia
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8
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80
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28.38
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Nvidia
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8
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Nvidia
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8
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80
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16
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10
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Nvidia
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8
6,912
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80
hbm2e
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432
26
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28.45
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Nvidia
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8
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80
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31
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28.3
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10
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Nvidia
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8
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80
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31
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28.35
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10
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Nvidia
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8
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108
80
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44
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36
29.29
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10
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Nvidia
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8
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80
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42
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29.34
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8
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80
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35
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37
29.55
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10
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Nvidia
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8
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80
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432
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30
28.18
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Nvidia
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8
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80
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29
27.45
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10
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8
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80
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27.95
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10
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Nvidia
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8
6,912
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80
hbm2e
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6
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27.9
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10
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8
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80
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27.5
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10
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Nvidia
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8
6,912
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80
hbm2e
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27.91
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8
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80
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10
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Nvidia
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Ampere
8
6,912
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80
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28.19
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10
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Nvidia
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Ampere
8
6,912
108
80
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27.91
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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11
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28.17
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224
224
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10
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Nvidia
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Ampere
8
6,912
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80
hbm2e
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13
1.74
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28.36
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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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11
1.59
100
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31
28.41
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224
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
19
1.98
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28.45
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224
224
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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20
1.89
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28.41
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.98
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28.46
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224
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
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31
2.65
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28.59
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224
224
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10
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model-npz/DenseNet121_optadam_s100_e5_b32_lr0001_1417.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
2.65
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34
28.65
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
2.87
100
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34
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3
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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5.01
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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5.38
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
4.52
100
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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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
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0.72
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30
28.36
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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
6
0.71
100
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29
28.08
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224
224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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0.95
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29
27.68
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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
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0.97
100
15.5
29
27.74
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224
224
3
10
adam
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7.56
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1
100
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29
27.74
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224
224
3
10
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model-npz/DenseNet121_optadam_s100_e10_b4_lr001_2963.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.1
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30
27.51
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100
224
224
3
10
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model-npz/DenseNet121_optadam_s100_e10_b4_lr0001_1691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.07
53
11.43
30
27.48
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2909
100
224
224
3
10
adam
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model-npz/DenseNet121_optadam_s100_e10_b4_lr00001_1288.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.14
100
12.51
30
27.53
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_9374
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224
224
3
10
adam
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0.01
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model-npz/DenseNet121_optadam_s100_e10_b8_lr001_2999.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.87
100
13
30
27.56
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1377
100
224
224
3
10
adam
10
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6.52
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model-npz/DenseNet121_optadam_s100_e10_b8_lr0001_7247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.86
100
12.82
31
27.62
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_3061
100
224
224
3
10
adam
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model-npz/DenseNet121_optadam_s100_e10_b8_lr00001_2540.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.96
100
13.48
31
27.68
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2595
100
224
224
3
10
adam
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0.01
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model-npz/DenseNet121_optadam_s100_e10_b16_lr001_3087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.34
100
12.79
32
27.85
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2002
100
224
224
3
10
adam
10
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0.001
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model-npz/DenseNet121_optadam_s100_e10_b16_lr0001_3014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.39
100
13.78
33
27.84
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100
224
224
3
10
adam
10
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0.0001
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model-npz/DenseNet121_optadam_s100_e10_b16_lr00001_4173.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.52
100
13.56
33
28.3
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100
224
224
3
10
adam
10
32
0.01
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model-npz/DenseNet121_optadam_s100_e10_b32_lr001_1261.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
3.24
100
14.88
34
28.58
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2977
100
224
224
3
10
adam
10
32
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model-npz/DenseNet121_optadam_s100_e10_b32_lr0001_1389.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
2.68
100
12.91
34
28.74