Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_2592
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
1.2
8.41
8.45
model-npz/VGG19_optsgd_s100_e1_b16_lr00001_1505.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
6.48
100
41.28
39
31.96
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1248
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
2.62
10.48
10.5
model-npz/VGG19_optsgd_s100_e1_b32_lr001_1852.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
8.66
100
50.21
41
33.24
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2458
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
2.62
10.5
10.54
model-npz/VGG19_optsgd_s100_e1_b32_lr0001_3567.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
6.48
100
42.48
43
33.86
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1506
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
2.58
10.34
10.37
model-npz/VGG19_optsgd_s100_e1_b32_lr00001_8677.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
8
100
46.77
43
34.2
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1632
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
9.64
19.29
19.31
model-npz/VGG19_optsgd_s100_e1_b64_lr001_2549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
11.96
100
69.4
47
38.71
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_6370
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
9.63
19.26
19.29
model-npz/VGG19_optsgd_s100_e1_b64_lr0001_1348.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
12.26
100
63.65
49
40.46
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_3128
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
9.65
19.3
19.33
model-npz/VGG19_optsgd_s100_e1_b64_lr00001_7238.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
11.33
100
66.3
49
40.93
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_1331
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.03
3.24
6.51
model-npz/VGG19_optsgd_s100_e2_b1_lr001_2649.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
4.14
100
37.14
39
33.64
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_2815
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.03
3.17
6.37
model-npz/VGG19_optsgd_s100_e2_b1_lr0001_6398.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.36
100
29.27
38
32
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_2570
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.03
3.24
6.51
model-npz/VGG19_optsgd_s100_e2_b1_lr00001_1527.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
3.14
100
28.05
38
31.05
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2043
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.06
3.04
6.1
model-npz/VGG19_optsgd_s100_e2_b2_lr001_3064.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4
100
33.55
37
30.23
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_1084
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.06
2.99
6.01
model-npz/VGG19_optsgd_s100_e2_b2_lr0001_2078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.57
100
26.05
37
29.76
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_3069
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.06
3.13
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model-npz/VGG19_optsgd_s100_e2_b2_lr00001_5341.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.86
100
29
36
30.1
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_1870
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.12
3.13
6.29
model-npz/VGG19_optsgd_s100_e2_b4_lr001_1629.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.95
100
25.32
36
29.27
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2894
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.12
3.05
6.14
model-npz/VGG19_optsgd_s100_e2_b4_lr0001_1132.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.71
100
31.33
33
29.57
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_3251
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.12
3.02
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model-npz/VGG19_optsgd_s100_e2_b4_lr00001_3299.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.9
100
34.43
36
28.86
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2495
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.3
3.88
7.81
model-npz/VGG19_optsgd_s100_e2_b8_lr001_4005.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
4.96
100
37.76
37
30.16
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1750
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.29
3.82
7.67
model-npz/VGG19_optsgd_s100_e2_b8_lr0001_5474.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.21
100
41.29
38
30.96
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2657
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.3
3.95
7.94
model-npz/VGG19_optsgd_s100_e2_b8_lr00001_1833.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
5.48
100
33.52
37
30.8
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2736
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.62
4.33
8.69
model-npz/VGG19_optsgd_s100_e2_b16_lr001_4303.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
6.58
100
41.81
39
32.08
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1655
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.62
4.34
8.7
model-npz/VGG19_optsgd_s100_e2_b16_lr0001_3192.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
6.27
100
39.92
40
31.88
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_1000
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.62
4.38
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model-npz/VGG19_optsgd_s100_e2_b16_lr00001_7885.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
7.07
100
42.15
41
32.22
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_3100
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
1.31
5.24
10.52
model-npz/VGG19_optsgd_s100_e2_b32_lr001_1206.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
9.93
100
55.48
41
33.79
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_2577
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
1.32
5.28
10.59
model-npz/VGG19_optsgd_s100_e2_b32_lr0001_1943.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
9.1
100
48.72
44
34.52
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2729
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
1.31
5.23
10.5
model-npz/VGG19_optsgd_s100_e2_b32_lr00001_1664.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
9.59
100
51.45
44
35.03
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_9135
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
4.86
9.72
19.49
model-npz/VGG19_optsgd_s100_e2_b64_lr001_1758.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
12.28
100
68.39
48
39.59
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3146
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
4.86
9.72
19.48
model-npz/VGG19_optsgd_s100_e2_b64_lr0001_2320.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
12.6
100
67.82
49
41.04
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1487
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
4.83
9.67
19.38
model-npz/VGG19_optsgd_s100_e2_b64_lr00001_1899.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
13.67
100
70.71
50
41.98
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2932
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.02
1.63
8.2
model-npz/VGG19_optsgd_s100_e5_b1_lr001_1403.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
5
100
39.2
41
34.96
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1237
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.02
1.65
8.33
model-npz/VGG19_optsgd_s100_e5_b1_lr0001_2203.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
5.92
100
41.52
40
33.68
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_2880
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.02
1.65
8.28
model-npz/VGG19_optsgd_s100_e5_b1_lr00001_2931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
5.68
100
41.96
39
32.56
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_6081
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.03
1.45
7.29
model-npz/VGG19_optsgd_s100_e5_b2_lr001_2374.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
5.48
100
37.09
40
32.17
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1016
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.03
1.47
7.36
model-npz/VGG19_optsgd_s100_e5_b2_lr0001_1610.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
5.22
100
38.7
40
31.65
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2955
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.03
1.43
7.18
model-npz/VGG19_optsgd_s100_e5_b2_lr00001_6452.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
5.39
100
38.43
39
31
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_7690
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.06
1.4
7.07
model-npz/VGG19_optsgd_s100_e5_b4_lr001_2742.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.96
100
33.43
40
31.09
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_2283
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.06
1.39
7
model-npz/VGG19_optsgd_s100_e5_b4_lr0001_1479.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
5.3
100
32.74
39
30.78
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2839
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.05
1.36
6.8
model-npz/VGG19_optsgd_s100_e5_b4_lr00001_3224.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.64
100
32.59
40
30.68
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_6526
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.13
1.73
8.69
model-npz/VGG19_optsgd_s100_e5_b8_lr001_6078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.24
100
42.36
40
32.04
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1527
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.13
1.73
8.69
model-npz/VGG19_optsgd_s100_e5_b8_lr0001_2046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.58
100
37.08
41
31.69
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_5858
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.13
1.73
8.7
model-npz/VGG19_optsgd_s100_e5_b8_lr00001_1483.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
7.54
100
44
40
32.31
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_1129
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.26
1.83
9.18
model-npz/VGG19_optsgd_s100_e5_b16_lr001_9104.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.11
100
44.04
42
33.11
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_2018
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.27
1.86
9.33
model-npz/VGG19_optsgd_s100_e5_b16_lr0001_3327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.63
100
43.52
42
33.22
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1742
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.27
1.88
9.44
model-npz/VGG19_optsgd_s100_e5_b16_lr00001_9062.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
8.33
100
46.85
43
33.7
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2267
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.55
2.21
11.09
model-npz/VGG19_optsgd_s100_e5_b32_lr001_8823.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
9.68
100
54.03
46
35.1
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1254
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.56
2.23
11.18
model-npz/VGG19_optsgd_s100_e5_b32_lr0001_5368.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.57
100
51.33
46
35.97
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_2803
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.56
2.24
11.25
model-npz/VGG19_optsgd_s100_e5_b32_lr00001_3043.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
9.83
100
51.43
45
35.97
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_7571
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
2.01
4.01
20.1
model-npz/VGG19_optsgd_s100_e5_b64_lr001_1657.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
14.23
100
65.51
48
39.98
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_7251
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
2.01
4.02
20.11
model-npz/VGG19_optsgd_s100_e5_b64_lr0001_1826.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
15.04
100
67.04
49
41.1
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2781
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
2.02
4.04
20.24
model-npz/VGG19_optsgd_s100_e5_b64_lr00001_3183.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
12.81
100
65.94
51
41.94
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_1075
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.01
1.13
11.29
model-npz/VGG19_optsgd_s100_e10_b1_lr001_1665.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
7.61
100
47.94
42
36.35
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_3142
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.01
1.14
11.4
model-npz/VGG19_optsgd_s100_e10_b1_lr0001_1223.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
7.84
100
47.16
41
34.61
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2052
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.01
1.14
11.45
model-npz/VGG19_optsgd_s100_e10_b1_lr00001_2857.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
7.61
100
49.39
40
34.42
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_2846
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.02
0.92
9.27
model-npz/VGG19_optsgd_s100_e10_b2_lr001_1595.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
6.37
100
35.15
41
33.41
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1535
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.02
0.93
9.29
model-npz/VGG19_optsgd_s100_e10_b2_lr0001_1200.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
8.27
100
47.81
41
33.46
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2937
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.02
0.92
9.21
model-npz/VGG19_optsgd_s100_e10_b2_lr00001_1566.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
7.26
100
39.89
41
33
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1463
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.03
0.82
8.24
model-npz/VGG19_optsgd_s100_e10_b4_lr001_2445.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
7.36
100
39.2
42
32.88
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1172
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.03
0.86
8.62
model-npz/VGG19_optsgd_s100_e10_b4_lr0001_2424.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
7.65
100
41.81
42
32.73
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_2941
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.03
0.84
8.47
model-npz/VGG19_optsgd_s100_e10_b4_lr00001_1250.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
7.52
100
38.76
42
32.64
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_2771
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.08
0.99
9.91
model-npz/VGG19_optsgd_s100_e10_b8_lr001_3528.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
9.39
100
49.39
44
33.43
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1482
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.07
0.97
9.73
model-npz/VGG19_optsgd_s100_e10_b8_lr0001_6360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
7.93
100
42.21
44
33.43
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_2976
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.08
1
10.06
model-npz/VGG19_optsgd_s100_e10_b8_lr00001_1801.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
8.93
100
44.36
44
33.82
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_1816
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.15
1.04
10.42
model-npz/VGG19_optsgd_s100_e10_b16_lr001_3139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
10.21
100
49.93
44
34.62