Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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53.21
64
58.62
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_6312
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.02
11.13
22.29
model-npz/VGG16_optsgd_s1000_e2_b2_lr001_3353.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
19.95
100
46.21
64
58
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1089
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.02
11.12
22.31
model-npz/VGG16_optsgd_s1000_e2_b2_lr0001_5768.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.19
100
49.67
63
57
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_9625
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.02
11.06
22.14
model-npz/VGG16_optsgd_s1000_e2_b2_lr00001_6023.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.68
100
48.45
63
56.93
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_1780
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.04
9.99
20.01
model-npz/VGG16_optsgd_s1000_e2_b4_lr001_3182.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.38
100
53.34
62
55.82
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2663
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.04
10.22
20.48
model-npz/VGG16_optsgd_s1000_e2_b4_lr0001_2114.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
19.32
100
49.68
61
55.43
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_9935
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.04
10.09
20.22
model-npz/VGG16_optsgd_s1000_e2_b4_lr00001_2367.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
19.28
100
49.45
61
54.51
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1696
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.08
10.02
20.07
model-npz/VGG16_optsgd_s1000_e2_b8_lr001_3269.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
17.29
100
47.87
61
54.98
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2587
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.08
9.96
19.97
model-npz/VGG16_optsgd_s1000_e2_b8_lr0001_4961.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
18.02
100
49.16
61
54.57
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1571
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.08
10.04
20.11
model-npz/VGG16_optsgd_s1000_e2_b8_lr00001_1535.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.42
100
52.12
61
54.73
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_3179
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.19
12.03
24.12
model-npz/VGG16_optsgd_s1000_e2_b16_lr001_3180.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
20.21
100
59.6
60
54.79
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_3100
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.19
12.02
24.08
model-npz/VGG16_optsgd_s1000_e2_b16_lr0001_2832.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
21.24
100
58.36
61
55.53
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_8288
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.19
11.89
23.82
model-npz/VGG16_optsgd_s1000_e2_b16_lr00001_2618.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
18.1
100
51.64
60
53.92
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_3123
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.44
14
28.03
model-npz/VGG16_optsgd_s1000_e2_b32_lr001_2041.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
21.08
100
61.17
60
55.28
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2612
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.44
14.12
28.32
model-npz/VGG16_optsgd_s1000_e2_b32_lr0001_3349.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
21.42
100
64.36
61
55.76
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2753
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.43
13.92
27.88
model-npz/VGG16_optsgd_s1000_e2_b32_lr00001_2028.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
20.26
100
61.95
62
56.61
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2401
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
1.4
22.4
44.84
model-npz/VGG16_optsgd_s1000_e2_b64_lr001_2642.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
19.9
100
72.58
64
58.9
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_3362
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
1.39
22.32
44.67
model-npz/VGG16_optsgd_s1000_e2_b64_lr0001_2616.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
20.26
100
73.47
66
60.53
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1528
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.41
22.57
45.21
model-npz/VGG16_optsgd_s1000_e2_b64_lr00001_2408.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
20.54
100
73.69
66
61.29
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_7811
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.01
11.35
56.81
model-npz/VGG16_optsgd_s1000_e5_b1_lr001_3054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
28.4
100
64.55
66
62.64
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_1836
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.01
11.38
56.96
model-npz/VGG16_optsgd_s1000_e5_b1_lr0001_3362.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
28.95
100
64.97
66
61.66
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2501
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.02
8.6
43.03
model-npz/VGG16_optsgd_s1000_e5_b2_lr001_1832.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.12
100
67.46
64
57.14
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2405
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.02
8.69
43.5
model-npz/VGG16_optsgd_s1000_e5_b2_lr0001_9054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
27.96
100
64.62
65
59.07
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2109
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.02
8.6
43.06
model-npz/VGG16_optsgd_s1000_e5_b2_lr00001_1599.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
28.89
100
65.49
65
59.41
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_2141
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.03
7.52
37.62
model-npz/VGG16_optsgd_s1000_e5_b4_lr001_2525.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
27.33
100
65.84
65
58.9
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_7010
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.03
7.52
37.63
model-npz/VGG16_optsgd_s1000_e5_b4_lr0001_2135.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
27.51
100
66.02
65
59.48
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2573
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.03
7.56
37.84
model-npz/VGG16_optsgd_s1000_e5_b4_lr00001_1143.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
27.19
100
65.01
65
59.43
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_2763
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.06
7.11
35.61
model-npz/VGG16_optsgd_s1000_e5_b8_lr001_2430.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
25.57
100
67.38
65
59.91
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_3226
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.06
7.03
35.19
model-npz/VGG16_optsgd_s1000_e5_b8_lr0001_2321.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
25.52
100
67.17
64
58.83
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2457
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.06
7.14
35.74
model-npz/VGG16_optsgd_s1000_e5_b8_lr00001_1154.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
25.4
100
66.3
64
58.6
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2567
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.11
7.19
36.01
model-npz/VGG16_optsgd_s1000_e5_b16_lr001_1228.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
28.1
100
65.91
64
58.78
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_5292
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.11
7.17
35.89
model-npz/VGG16_optsgd_s1000_e5_b16_lr0001_8076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
28
100
63.96
63
58.1
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_7628
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.11
7.21
36.12
model-npz/VGG16_optsgd_s1000_e5_b16_lr00001_3186.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
27.11
100
63
63
57.2
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2014
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.25
7.97
39.89
model-npz/VGG16_optsgd_s1000_e5_b32_lr001_2810.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
28.85
100
70.27
63
57.82
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2090
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.25
7.92
39.67
model-npz/VGG16_optsgd_s1000_e5_b32_lr0001_2007.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
29.16
100
69.16
64
58.32
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1445
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.25
7.93
39.69
model-npz/VGG16_optsgd_s1000_e5_b32_lr00001_2026.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
28.85
100
71.64
64
59.65
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_2690
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
0.7
11.24
56.23
model-npz/VGG16_optsgd_s1000_e5_b64_lr001_1008.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
25.4
100
76.68
66
61.55
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_1815
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
0.7
11.23
56.19
model-npz/VGG16_optsgd_s1000_e5_b64_lr0001_9835.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
26.57
100
77.97
66
61.96
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2434
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
0.7
11.27
56.41
model-npz/VGG16_optsgd_s1000_e5_b64_lr00001_2563.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
26.01
100
79.35
65
61.67
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_2146
1,000
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.01
10.38
103.88
model-npz/VGG16_optsgd_s1000_e10_b1_lr001_3179.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
33.03
100
73.36
66
63
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_3376
1,000
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.01
10.51
105.17
model-npz/VGG16_optsgd_s1000_e10_b1_lr0001_1099.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
32.66
100
73.03
65
61.64
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2048
1,000
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.01
10.49
104.97
model-npz/VGG16_optsgd_s1000_e10_b1_lr00001_3107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
32.48
100
72.39
64
60.65
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_3244
1,000
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.02
7.8
78.04
model-npz/VGG16_optsgd_s1000_e10_b2_lr001_9933.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
33.2
100
74.51
63
59.07
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_1712
1,000
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.02
7.83
78.31
model-npz/VGG16_optsgd_s1000_e10_b2_lr0001_3227.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
33.1
100
74.4
62
58.57
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_3227
1,000
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.02
7.8
78.06
model-npz/VGG16_optsgd_s1000_e10_b2_lr00001_2047.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
33.33
100
74.56
62
58.22
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_1610
1,000
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.03
6.63
66.36
model-npz/VGG16_optsgd_s1000_e10_b4_lr001_3094.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
31.42
100
72.73
61
56.83
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_2865
1,000
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.03
6.62
66.23
model-npz/VGG16_optsgd_s1000_e10_b4_lr0001_1123.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
32.55
100
76.27
61
56.9
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1075
1,000
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.03
6.68
66.85
model-npz/VGG16_optsgd_s1000_e10_b4_lr00001_1487.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
31.9
100
75.02
61
56.53
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_2888
1,000
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.05
6.04
60.5
model-npz/VGG16_optsgd_s1000_e10_b8_lr001_1290.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
30.11
100
76.74
61
56.88
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_2988
1,000
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.05
6.03
60.37
model-npz/VGG16_optsgd_s1000_e10_b8_lr0001_3358.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
29.84
100
75.33
61
56.28
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1535
1,000
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.05
6.05
60.53
model-npz/VGG16_optsgd_s1000_e10_b8_lr00001_2624.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.54
100
74.33
61
55.84
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_2377
1,000
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.09
5.61
56.15
model-npz/VGG16_optsgd_s1000_e10_b16_lr001_1117.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
34.59
100
72.04
60
54.79
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_4705
1,000
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.09
5.61
56.2
model-npz/VGG16_optsgd_s1000_e10_b16_lr0001_1940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
34.58
100
73.89
60
55.38
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2958
1,000
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.09
5.54
55.45
model-npz/VGG16_optsgd_s1000_e10_b16_lr00001_2930.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
35.62
100
73.26
61
55.91
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_2913
1,000
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.18
5.88
58.89
model-npz/VGG16_optsgd_s1000_e10_b32_lr001_2032.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
35.7
100
75.74
61
56.21
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_1797
1,000
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.18
5.9
59.02
model-npz/VGG16_optsgd_s1000_e10_b32_lr0001_2736.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
36.23
100
76.25
62
56.72
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_1178
1,000
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.18
5.87
58.76
model-npz/VGG16_optsgd_s1000_e10_b32_lr00001_3016.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
35.76
100
75.98
62
57.55
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_2605
1,000
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
0.47
7.51
75.16
model-npz/VGG16_optsgd_s1000_e10_b64_lr001_2170.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
31.9
100
80.19
62
58.19
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_2706
1,000
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
0.47
7.49
74.98
model-npz/VGG16_optsgd_s1000_e10_b64_lr0001_2679.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
30.77
100
80.52
62
58.63
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1443
1,000
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
0.47
7.52
75.24
model-npz/VGG16_optsgd_s1000_e10_b64_lr00001_1214.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
32.04
100
81.61
63
59.32
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_1910
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
62.1
62.12
62.15
model-npz/ResNet101_optadam_s1_e1_b1_lr001_6540.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.24
61
1.22
44
40.78
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_6213
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
61.72
61.74
61.78
model-npz/ResNet101_optadam_s1_e1_b1_lr0001_1678.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.36
66
1.57
40
38.3
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2482
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
61.59
61.62
61.65
model-npz/ResNet101_optadam_s1_e1_b1_lr00001_1288.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.24
57
0.96
40
38.61