Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
1.15
8.09
8.13
model-npz/VGG16_optsgd_s100_e1_b16_lr00001_1351.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
6.62
100
46.04
39
32.33
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1579
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
2.48
9.93
9.96
model-npz/VGG16_optsgd_s100_e1_b32_lr001_1743.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
9
100
51.62
42
34.14
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_3103
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
2.48
9.91
9.93
model-npz/VGG16_optsgd_s100_e1_b32_lr0001_1436.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
9
100
50.57
43
34.75
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1652
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
2.48
9.94
9.96
model-npz/VGG16_optsgd_s100_e1_b32_lr00001_1758.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
8.96
100
51.57
44
34.61
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1175
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
9.43
18.87
18.91
model-npz/VGG16_optsgd_s100_e1_b64_lr001_1162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
12.61
100
69.43
48
39.7
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_3313
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
9.55
19.11
19.13
model-npz/VGG16_optsgd_s100_e1_b64_lr0001_1317.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
11.83
100
66.63
49
40.33
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1052
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
9.4
18.8
18.84
model-npz/VGG16_optsgd_s100_e1_b64_lr00001_1998.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
11.73
100
70.11
49
41.73
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_1249
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.03
2.94
5.9
model-npz/VGG16_optsgd_s100_e2_b1_lr001_3336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.48
100
33
39
34.1
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_1499
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.03
2.96
5.94
model-npz/VGG16_optsgd_s100_e2_b1_lr0001_3197.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.91
100
29.09
37
32
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_3160
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.03
2.95
5.92
model-npz/VGG16_optsgd_s100_e2_b1_lr00001_8533.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.05
100
30.76
37
31.48
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2101
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.06
2.85
5.71
model-npz/VGG16_optsgd_s100_e2_b2_lr001_2181.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.75
100
30.2
37
30.75
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2723
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.06
2.8
5.65
model-npz/VGG16_optsgd_s100_e2_b2_lr0001_3115.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3
100
32
36
30.25
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1730
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.06
2.84
5.71
model-npz/VGG16_optsgd_s100_e2_b2_lr00001_1001.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.71
100
29.86
36
29.71
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2875
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.11
2.86
5.76
model-npz/VGG16_optsgd_s100_e2_b4_lr001_1495.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
2.9
100
27.35
37
29.85
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_3052
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.12
2.94
5.9
model-npz/VGG16_optsgd_s100_e2_b4_lr0001_2062.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.32
100
28.23
37
29.45
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_2441
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.12
2.89
5.8
model-npz/VGG16_optsgd_s100_e2_b4_lr00001_5276.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.7
100
29.2
37
29.5
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2065
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.3
3.9
7.85
model-npz/VGG16_optsgd_s100_e2_b8_lr001_2310.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
5.35
100
38.3
37
31
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2977
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.29
3.75
7.54
model-npz/VGG16_optsgd_s100_e2_b8_lr0001_2990.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.71
100
44.29
36
30.92
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_1887
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.28
3.71
7.44
model-npz/VGG16_optsgd_s100_e2_b8_lr00001_1163.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
5.3
100
38.35
37
31.26
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2749
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.59
4.12
8.28
model-npz/VGG16_optsgd_s100_e2_b16_lr001_1693.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
6.69
100
44.81
41
32.46
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_5053
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.59
4.15
8.33
model-npz/VGG16_optsgd_s100_e2_b16_lr0001_5341.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
7
100
47.92
40
32.96
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_3055
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.6
4.21
8.44
model-npz/VGG16_optsgd_s100_e2_b16_lr00001_6539.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
6.52
100
41.2
41
32.36
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2307
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
1.27
5.1
10.23
model-npz/VGG16_optsgd_s100_e2_b32_lr001_1896.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
9.24
100
51.93
43
34.38
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3033
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
1.28
5.11
10.25
model-npz/VGG16_optsgd_s100_e2_b32_lr0001_3266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
9.55
100
50.28
44
34.79
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_3009
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
1.28
5.13
10.29
model-npz/VGG16_optsgd_s100_e2_b32_lr00001_2508.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
9.38
100
49.41
43
34.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1141
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
4.75
9.51
19.06
model-npz/VGG16_optsgd_s100_e2_b64_lr001_1532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
12.84
100
71.55
48
39.73
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3181
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
4.76
9.52
19.07
model-npz/VGG16_optsgd_s100_e2_b64_lr0001_1312.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
12.43
100
72.84
49
41.36
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_5786
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
4.77
9.55
19.12
model-npz/VGG16_optsgd_s100_e2_b64_lr00001_1800.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
13
100
64.96
50
41.63
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_3151
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.01
1.51
7.56
model-npz/VGG16_optsgd_s100_e5_b1_lr001_2239.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
4.08
100
30.83
40
34.88
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2265
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.01
1.46
7.34
model-npz/VGG16_optsgd_s100_e5_b1_lr0001_8811.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
5.26
100
38.39
39
33.22
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_2632
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.01
1.5
7.54
model-npz/VGG16_optsgd_s100_e5_b1_lr00001_1641.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
4.91
100
37.96
39
32.48
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_1445
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.03
1.33
6.66
model-npz/VGG16_optsgd_s100_e5_b2_lr001_1628.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.61
100
33.3
39
31.78
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2469
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.03
1.28
6.44
model-npz/VGG16_optsgd_s100_e5_b2_lr0001_1470.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.32
100
34.5
39
31.41
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_3149
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.03
1.3
6.55
model-npz/VGG16_optsgd_s100_e5_b2_lr00001_6858.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.59
100
31.23
38
31.05
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_8779
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.05
1.31
6.58
model-npz/VGG16_optsgd_s100_e5_b4_lr001_3000.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
5.73
100
38.09
38
30.95
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1859
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.05
1.32
6.65
model-npz/VGG16_optsgd_s100_e5_b4_lr0001_2649.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
4.82
100
33.23
39
30.86
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2012
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.05
1.34
6.72
model-npz/VGG16_optsgd_s100_e5_b4_lr00001_2215.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
4.13
100
30.17
39
30.43
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2001
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.12
1.62
8.14
model-npz/VGG16_optsgd_s100_e5_b8_lr001_2513.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
7.08
100
43.96
40
31.52
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_3374
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.12
1.57
7.9
model-npz/VGG16_optsgd_s100_e5_b8_lr0001_1132.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
7.17
100
40.04
41
32.58
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_3155
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.13
1.64
8.25
model-npz/VGG16_optsgd_s100_e5_b8_lr00001_1296.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.6
100
46.24
41
32.24
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_3065
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.25
1.75
8.81
model-npz/VGG16_optsgd_s100_e5_b16_lr001_2443.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.46
100
45.27
42
33.23
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1526
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.25
1.78
8.94
model-npz/VGG16_optsgd_s100_e5_b16_lr0001_1926.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
7.81
100
41.04
42
33.15
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_6133
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.26
1.8
9.02
model-npz/VGG16_optsgd_s100_e5_b16_lr00001_2305.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
7.92
100
45.27
43
33.81
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_3218
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.54
2.16
10.85
model-npz/VGG16_optsgd_s100_e5_b32_lr001_2585.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
9.66
100
53.9
43
34.86
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1705
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.53
2.14
10.74
model-npz/VGG16_optsgd_s100_e5_b32_lr0001_1573.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
10.57
100
55.93
45
35.3
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_3319
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.55
2.21
11.07
model-npz/VGG16_optsgd_s100_e5_b32_lr00001_1564.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.68
100
46.84
45
35.81
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1296
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.95
3.91
19.57
model-npz/VGG16_optsgd_s100_e5_b64_lr001_3142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
14.63
100
67.76
48
40.59
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1604
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.98
3.96
19.82
model-npz/VGG16_optsgd_s100_e5_b64_lr0001_3254.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
14.17
100
64.57
50
42.07
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_1298
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.97
3.95
19.77
model-npz/VGG16_optsgd_s100_e5_b64_lr00001_9694.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
13.77
100
64.21
51
41.73
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_1135
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.01
1
10.06
model-npz/VGG16_optsgd_s100_e10_b1_lr001_6791.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
6.79
100
43.66
41
35.79
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_1072
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.01
0.99
9.91
model-npz/VGG16_optsgd_s100_e10_b1_lr0001_3031.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
7.18
100
44.93
40
34.61
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_3108
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.01
0.99
9.98
model-npz/VGG16_optsgd_s100_e10_b1_lr00001_3031.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
6.59
100
42.97
39
33.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_2527
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.02
0.82
8.21
model-npz/VGG16_optsgd_s100_e10_b2_lr001_2391.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
6.73
100
38.77
40
33.08
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1511
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.02
0.87
8.72
model-npz/VGG16_optsgd_s100_e10_b2_lr0001_3253.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
6.28
100
37
40
32.72
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_3321
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.02
0.81
8.17
model-npz/VGG16_optsgd_s100_e10_b2_lr00001_3336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
7.12
100
43.48
40
32.76
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_2490
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.03
0.77
7.72
model-npz/VGG16_optsgd_s100_e10_b4_lr001_2074.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.62
100
35.92
42
32.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1020
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.03
0.76
7.67
model-npz/VGG16_optsgd_s100_e10_b4_lr0001_2129.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
7.83
100
42.26
41
32.43
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1310
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.03
0.78
7.81
model-npz/VGG16_optsgd_s100_e10_b4_lr00001_2131.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.4
100
35.08
41
32.44
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1280
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.07
0.89
8.99
model-npz/VGG16_optsgd_s100_e10_b8_lr001_9849.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
9.35
100
47.38
43
33.96
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_2684
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.07
0.91
9.13
model-npz/VGG16_optsgd_s100_e10_b8_lr0001_1691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
8.85
100
45.04
42
33.33
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_2464
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.07
0.9
9.01
model-npz/VGG16_optsgd_s100_e10_b8_lr00001_6674.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
9.77
100
44.77
42
34
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_3185
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.14
0.99
9.96
model-npz/VGG16_optsgd_s100_e10_b16_lr001_2890.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
9.54
100
46.46
44
34.21