Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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44.65
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VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_2669
1,000
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
35
11.55
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46
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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46
35.77
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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47
36
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_9522
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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432
38
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48
37.26
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_3120
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
38
12.89
100
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48
37.54
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1787
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Nvidia
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8
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80
hbm2e
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39
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49
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Nvidia
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8
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42
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39
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2113
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
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432
41
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51
39.49
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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80
hbm2e
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432
41
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51
39.32
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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432
50
16.98
100
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54
43.04
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_2494
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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44
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54
44.06
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2494
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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
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50
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53
44.02
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_2795
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
18
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44
40.71
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_3286
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
18
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100
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43
39.73
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1262
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
18
13.25
100
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43
39.71
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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
22
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100
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45
39.84
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2072
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
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432
22
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46
40.32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
22
14.02
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46
40.05
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_1374
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
29
15.69
100
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47
40.5
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_1559
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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
29
16.53
100
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48
40.74
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2054
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224
224
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
16.08
100
59.48
48
40.58
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_2416
1,000
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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
2,040
432
36
18.14
100
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50
41.65
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1444
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224
224
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10
sgd
5
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
18.5
100
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51
41.79
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1833
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
16.51
100
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50
41.42
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2675
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224
224
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10
sgd
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
19.02
100
62.75
53
42.45
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_2546
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224
224
3
10
sgd
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
17.9
100
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52
42.15
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_3362
1,000
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
18.22
100
59.76
53
42.24
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_3079
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224
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10
sgd
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model-npz/VGG19_optsgd_s1000_e5_b32_lr001_3366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
18.53
100
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54
43.6
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2519
1,000
224
224
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10
sgd
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model-npz/VGG19_optsgd_s1000_e5_b32_lr0001_2323.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
19.6
100
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55
44.26
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_6660
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224
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
42
19.4
100
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55
44.23
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_9486
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10
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model-npz/VGG19_optsgd_s1000_e5_b64_lr001_8188.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
42
18.97
100
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57
46.83
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2493
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10
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model-npz/VGG19_optsgd_s1000_e5_b64_lr0001_8197.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
19.78
100
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58
47.34
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2047
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224
224
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10
sgd
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model-npz/VGG19_optsgd_s1000_e5_b64_lr00001_6726.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
20.37
100
73.41
58
47.59
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_2991
1,000
224
224
3
10
sgd
10
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model-npz/VGG19_optsgd_s1000_e10_b1_lr001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
15
100
73.83
45
43.24
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_3298
1,000
224
224
3
10
sgd
10
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model-npz/VGG19_optsgd_s1000_e10_b1_lr0001_2563.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
15.13
100
73.83
45
42.55
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2480
1,000
224
224
3
10
sgd
10
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model-npz/VGG19_optsgd_s1000_e10_b1_lr00001_9822.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
14.93
100
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45
42.14
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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
22
17.19
100
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48
43.08
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_7591
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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
23
17.53
100
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48
43.98
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1,000
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224
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10
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model-npz/VGG19_optsgd_s1000_e10_b2_lr00001_2971.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
16.95
100
71.37
48
43.97
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_2341
1,000
224
224
3
10
sgd
10
4
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model-npz/VGG19_optsgd_s1000_e10_b4_lr001_9535.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
20.33
100
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51
45.1
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1,000
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10
sgd
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model-npz/VGG19_optsgd_s1000_e10_b4_lr0001_2273.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
29
19.68
100
68.24
51
44.93
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1693
1,000
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
29
20.1
100
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51
45.4
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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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432
36
22.73
100
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54
46.02
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_3255
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224
224
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10
sgd
10
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model-npz/VGG19_optsgd_s1000_e10_b8_lr0001_3474.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
36
23.33
100
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54
46.62
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2834
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224
224
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
36
23.41
100
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54
46.42
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10
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model-npz/VGG19_optsgd_s1000_e10_b16_lr001_2366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
40
24.38
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55
47.3
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_1072
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224
224
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10
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model-npz/VGG19_optsgd_s1000_e10_b16_lr0001_3121.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
24.02
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69.3
56
47.29
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_3858
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224
224
3
10
sgd
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
24.16
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56
47.62
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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
42
24.14
100
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58
48.29
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
23.6
100
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58
48.45
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_1444
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224
224
3
10
sgd
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model-npz/VGG19_optsgd_s1000_e10_b32_lr00001_2027.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
23.83
100
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57
48.33
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224
224
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10
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38
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
24.78
100
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59
49.72
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224
224
3
10
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model-npz/VGG19_optsgd_s1000_e10_b64_lr0001_1258.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
23.48
100
75.29
59
49.63
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2291
1,000
224
224
3
10
sgd
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model-npz/VGG19_optsgd_s1000_e10_b64_lr00001_3303.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
23.34
100
77.92
60
50.24
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1
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10
adam
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model-npz/DenseNet169_optadam_s1_e1_b1_lr001_3177.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.4
51
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36
34.55
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_2379
1
224
224
3
10
adam
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model-npz/DenseNet169_optadam_s1_e1_b1_lr0001_3257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.43
54
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35
33.07
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1
224
224
3
10
adam
1
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model-npz/DenseNet169_optadam_s1_e1_b1_lr00001_3384.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.44
51
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35
33.04
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2229
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224
224
3
10
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1
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model-npz/DenseNet169_optadam_s1_e2_b1_lr001_2565.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.36
51
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35
32.66
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1809
1
224
224
3
10
adam
2
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.44
52
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35
32.64
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_1293
1
224
224
3
10
adam
2
1
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75.48
model-npz/DenseNet169_optadam_s1_e2_b1_lr00001_3221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.43
53
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34
32.11
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_3104
1
224
224
3
10
adam
5
1
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model-npz/DenseNet169_optadam_s1_e5_b1_lr001_3012.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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0.39
54
3.61
34
32.13
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_9638
1
224
224
3
10
adam
5
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.42
100
4.38
34
32.14