Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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45
39.1
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_1813
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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
16.98
100
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49
39.67
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1148
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224
3
10
adam
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32
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model-npz/VGG16_optadam_s1000_e5_b32_lr00001_3103.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
16.35
100
56.12
51
40.47
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_6188
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224
224
3
10
adam
5
64
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28.81
model-npz/VGG16_optadam_s1000_e5_b64_lr001_5941.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
19.48
100
71.05
50
42.42
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1218
1,000
224
224
3
10
adam
5
64
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28.81
model-npz/VGG16_optadam_s1000_e5_b64_lr0001_1461.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
18.44
100
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52
43.3
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_3218
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224
3
10
adam
5
64
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model-npz/VGG16_optadam_s1000_e5_b64_lr00001_4366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
51
17.72
100
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55
44.83
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2237
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224
224
3
10
adam
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model-npz/VGG16_optadam_s1000_e10_b1_lr001_4491.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
15.42
100
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41
39.46
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_1533
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224
224
3
10
adam
10
1
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model-npz/VGG16_optadam_s1000_e10_b1_lr0001_1286.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
15.31
100
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41
38.34
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_3107
1,000
224
224
3
10
adam
10
1
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model-npz/VGG16_optadam_s1000_e10_b1_lr00001_1798.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
15.22
100
68.96
41
38.73
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_4231
1,000
224
224
3
10
adam
10
2
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41.72
model-npz/VGG16_optadam_s1000_e10_b2_lr001_2026.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
17.72
100
67.13
42
38.58
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_3331
1,000
224
224
3
10
adam
10
2
0.001
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41.85
model-npz/VGG16_optadam_s1000_e10_b2_lr0001_2064.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
17.51
100
67.16
42
38.77
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_8177
1,000
224
224
3
10
adam
10
2
0.0001
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42.88
model-npz/VGG16_optadam_s1000_e10_b2_lr00001_2639.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
17.16
100
65.63
44
39.59
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_9274
1,000
224
224
3
10
adam
10
4
0.01
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31.44
model-npz/VGG16_optadam_s1000_e10_b4_lr001_2109.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
19.97
100
65.68
44
39.39
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_8420
1,000
224
224
3
10
adam
10
4
0.001
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31.62
model-npz/VGG16_optadam_s1000_e10_b4_lr0001_1407.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
19.53
100
64.56
44
39.36
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2730
1,000
224
224
3
10
adam
10
4
0.0001
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12.2
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31.48
model-npz/VGG16_optadam_s1000_e10_b4_lr00001_2225.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
19.99
100
64.39
46
40.71
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1651
1,000
224
224
3
10
adam
10
8
0.01
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27.42
model-npz/VGG16_optadam_s1000_e10_b8_lr001_4642.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
21.66
100
63.21
45
39.77
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2446
1,000
224
224
3
10
adam
10
8
0.001
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2.79
27.92
model-npz/VGG16_optadam_s1000_e10_b8_lr0001_1900.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
21.23
100
62.6
46
40.21
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1773
1,000
224
224
3
10
adam
10
8
0.0001
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12.2
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27.12
model-npz/VGG16_optadam_s1000_e10_b8_lr00001_2871.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
21.95
100
63.3
49
41.59
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2522
1,000
224
224
3
10
adam
10
16
0.01
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28.01
model-npz/VGG16_optadam_s1000_e10_b16_lr001_1475.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
22.15
100
63.11
47
41.16
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1705
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.04
2.72
27.26
model-npz/VGG16_optadam_s1000_e10_b16_lr0001_2315.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
22.82
100
66.15
48
41.03
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_3073
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.04
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27.71
model-npz/VGG16_optadam_s1000_e10_b16_lr00001_2552.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
22.63
100
64.53
51
42.81
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_1079
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
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2.81
28.17
model-npz/VGG16_optadam_s1000_e10_b32_lr001_1669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
21.59
100
61.81
49
42.17
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2119
1,000
224
224
3
10
adam
10
32
0.001
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28.09
model-npz/VGG16_optadam_s1000_e10_b32_lr0001_8113.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
23.1
100
67.6
50
42.92
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_2404
1,000
224
224
3
10
adam
10
32
0.0001
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12.2
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28.16
model-npz/VGG16_optadam_s1000_e10_b32_lr00001_1208.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
23.84
100
66.44
53
43.89
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1071
1,000
224
224
3
10
adam
10
64
0.01
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36.68
model-npz/VGG16_optadam_s1000_e10_b64_lr001_9078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
21.48
100
71.49
51
44.79
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1689
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
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36.33
model-npz/VGG16_optadam_s1000_e10_b64_lr0001_3163.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
21.59
100
72.04
54
46.06
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_5417
1,000
224
224
3
10
adam
10
64
0.0001
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36.71
model-npz/VGG16_optadam_s1000_e10_b64_lr00001_3919.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
22.17
100
71.73
56
47.13
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_1933
1
224
224
3
10
sgd
1
1
0.01
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model-npz/VGG16_optsgd_s1_e1_b1_lr001_6403.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.74
100
28.05
41
37.05
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_3220
1
224
224
3
10
sgd
1
1
0.001
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4.73
model-npz/VGG16_optsgd_s1_e1_b1_lr0001_2941.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.61
100
27.06
35
33.83
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_3343
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
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5
5
5.02
model-npz/VGG16_optsgd_s1_e1_b1_lr00001_6393.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.53
100
25.42
34
32.21
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_1212
1
224
224
3
10
sgd
2
1
0.01
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12.2
2.47
2.47
4.96
model-npz/VGG16_optsgd_s1_e2_b1_lr001_1463.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.74
100
24.21
32
30.89
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_2779
1
224
224
3
10
sgd
2
1
0.001
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4.89
model-npz/VGG16_optsgd_s1_e2_b1_lr0001_2615.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.94
100
28.83
31
30.39
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_3611
1
224
224
3
10
sgd
2
1
0.0001
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12.2
2.34
2.34
4.71
model-npz/VGG16_optsgd_s1_e2_b1_lr00001_2165.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.5
100
28.06
30
29.78
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2686
1
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.94
0.94
4.72
model-npz/VGG16_optsgd_s1_e5_b1_lr001_2730.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.47
100
25.05
31
29.11
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_1721
1
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.99
0.99
4.99
model-npz/VGG16_optsgd_s1_e5_b1_lr0001_3227.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.84
100
26.58
30
28.84
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1595
1
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.96
0.96
4.83
model-npz/VGG16_optsgd_s1_e5_b1_lr00001_8939.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.5
100
27.72
30
28.83
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_3057
1
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.5
0.5
5.06
model-npz/VGG16_optsgd_s1_e10_b1_lr001_2217.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.37
100
29.68
29
28.26
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1417
1
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.5
0.5
5.05
model-npz/VGG16_optsgd_s1_e10_b1_lr0001_3392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.95
100
28.53
30
28.11
VGG16_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1613
1
224
224
3
10
sgd
10
1
0.0001
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12.2
0.5
0.5
5.05
model-npz/VGG16_optsgd_s1_e10_b1_lr00001_3318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.26
100
27.89
30
28.11
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2791
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.49
4.91
4.96
model-npz/VGG16_optsgd_s10_e1_b1_lr001_9176.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.63
100
25.11
30
28
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_3189
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.49
4.87
4.9
model-npz/VGG16_optsgd_s10_e1_b1_lr0001_1828.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.72
100
28.5
30
28.28
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_2873
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.48
4.84
4.86
model-npz/VGG16_optsgd_s10_e1_b1_lr00001_1109.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.11
100
33.56
29
27.94
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_3135
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.96
4.82
4.84
model-npz/VGG16_optsgd_s10_e1_b2_lr001_2427.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.06
100
26.11
31
28.06
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_1084
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
1.03
5.18
5.2
model-npz/VGG16_optsgd_s10_e1_b2_lr0001_1029.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.95
100
27.11
31
28.05
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_7731
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1
5
5.02
model-npz/VGG16_optsgd_s10_e1_b2_lr00001_8904.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2
100
28.89
30
28
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_3168
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
2.07
6.21
6.23
model-npz/VGG16_optsgd_s10_e1_b4_lr001_6396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.36
100
32.14
34
28.64
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1691
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
2.07
6.21
6.23
model-npz/VGG16_optsgd_s10_e1_b4_lr0001_1411.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.86
100
35.76
34
28.76
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2379
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
2.1
6.29
6.32
model-npz/VGG16_optsgd_s10_e1_b4_lr00001_2279.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
3.57
100
36.76
34
28.9
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_3070
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
3.34
6.68
6.71
model-npz/VGG16_optsgd_s10_e1_b8_lr001_4428.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.86
100
40
35
29.91
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_2168
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
3.41
6.83
6.87
model-npz/VGG16_optsgd_s10_e1_b8_lr0001_3388.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
5.41
100
36.73
37
30.55
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_2401
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
3.42
6.84
6.87
model-npz/VGG16_optsgd_s10_e1_b8_lr00001_2426.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
5
100
38.58
35
29.67
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_1435
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.25
2.47
4.96
model-npz/VGG16_optsgd_s10_e2_b1_lr001_5990.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.32
100
24.16
29
28.42
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_1278
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.25
2.51
5.04
model-npz/VGG16_optsgd_s10_e2_b1_lr0001_1540.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.17
100
29.06
30
28.22
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2489
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.25
2.51
5.04
model-npz/VGG16_optsgd_s10_e2_b1_lr00001_3709.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.44
100
34.17
31
28.11
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2315
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.51
2.54
5.1
model-npz/VGG16_optsgd_s10_e2_b2_lr001_3185.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.5
100
30
30
28.11
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1248
10
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.51
2.54
5.1
model-npz/VGG16_optsgd_s10_e2_b2_lr0001_2951.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.72
100
34.11
29
28
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_1033
10
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.5
2.52
5.07
model-npz/VGG16_optsgd_s10_e2_b2_lr00001_3085.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.8
100
26.05
30
28
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_1552
10
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
1.06
3.18
6.39
model-npz/VGG16_optsgd_s10_e2_b4_lr001_2640.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.57
100
33.1
34
28.52
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_1385
10
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
1.04
3.11
6.25
model-npz/VGG16_optsgd_s10_e2_b4_lr0001_4744.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
4.19
100
38.62
33
28.62
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_5981
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
1.05
3.15
6.32
model-npz/VGG16_optsgd_s10_e2_b4_lr00001_1109.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.76
100
31.71
34
29
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_7367
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
1.69
3.39
6.81
model-npz/VGG16_optsgd_s10_e2_b8_lr001_2667.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.36
100
35.32
35
29.95
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1915
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
1.71
3.43
6.88
model-npz/VGG16_optsgd_s10_e2_b8_lr0001_1345.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
5.82
100
41.5
34
30.32
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_4947
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.69
3.39
6.81
model-npz/VGG16_optsgd_s10_e2_b8_lr00001_6690.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
4.57
100
34.35
36
30.09