Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_9499
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
1.56
4.71
9.44
model-npz/VGG16_optsgd_s10_e2_b4_lr00001_1987.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.93
100
19.5
32
29.27
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_2204
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
2.56
5.14
10.31
model-npz/VGG16_optsgd_s10_e2_b8_lr001_1430.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.27
100
27.67
33
29.85
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_2112
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
2.57
5.15
10.33
model-npz/VGG16_optsgd_s10_e2_b8_lr0001_9656.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
4.86
95
21.2
34
30.4
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_6503
10
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.15
1.55
7.77
model-npz/VGG16_optsgd_s10_e5_b1_lr001_3177.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.8
100
14.9
32
28.77
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_9529
10
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.16
1.56
7.84
model-npz/VGG16_optsgd_s10_e5_b1_lr0001_1681.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.78
100
15.48
31
28.48
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_3605
10
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.16
1.59
7.96
model-npz/VGG16_optsgd_s10_e5_b1_lr00001_2383.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3.93
100
14.59
31
28.33
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1951
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.31
1.55
7.76
model-npz/VGG16_optsgd_s10_e5_b2_lr001_1964.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.42
100
15.96
31
28.5
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2021
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.31
1.57
7.89
model-npz/VGG16_optsgd_s10_e5_b2_lr0001_3225.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
2.62
100
12.25
31
28.34
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_3026
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.31
1.55
7.77
model-npz/VGG16_optsgd_s10_e5_b2_lr00001_1945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
2.96
89
10.81
31
28.3
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_9603
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.64
1.94
9.71
model-npz/VGG16_optsgd_s10_e5_b4_lr001_2339.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.37
100
24.97
32
28.9
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2289
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.63
1.91
9.57
model-npz/VGG16_optsgd_s10_e5_b4_lr0001_1298.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.8
100
22.93
33
29.43
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1143
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.64
1.92
9.64
model-npz/VGG16_optsgd_s10_e5_b4_lr00001_2709.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
5.6
100
25.03
33
29.53
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1356
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
1.07
2.16
10.81
model-npz/VGG16_optsgd_s10_e5_b8_lr001_1287.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
5.97
100
28.12
34
30.58
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_2610
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
1.11
2.23
11.21
model-npz/VGG16_optsgd_s10_e5_b8_lr0001_1655.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
5.58
100
22.58
34
31
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_3295
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
1.06
2.13
10.67
model-npz/VGG16_optsgd_s10_e5_b8_lr00001_9841.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.21
100
25.7
35
31.48
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2974
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.09
0.86
8.63
model-npz/VGG16_optsgd_s10_e10_b1_lr001_2513.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.41
88
9.56
33
30.47
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2907
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.08
0.86
8.59
model-npz/VGG16_optsgd_s10_e10_b1_lr0001_2298.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.9
100
15.53
33
30.17
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_3925
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.09
0.86
8.64
model-npz/VGG16_optsgd_s10_e10_b1_lr00001_2496.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.68
100
16.06
33
29.65
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_3302
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.17
0.84
8.43
model-npz/VGG16_optsgd_s10_e10_b2_lr001_1905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.68
100
18.43
33
29.64
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_5909
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.17
0.85
8.54
model-npz/VGG16_optsgd_s10_e10_b2_lr0001_1510.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
5.12
100
18.12
33
29.53
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_2921
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.17
0.87
8.71
model-npz/VGG16_optsgd_s10_e10_b2_lr00001_3321.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.43
100
15.53
33
29.17
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_3678
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.35
1.05
10.51
model-npz/VGG16_optsgd_s10_e10_b4_lr001_3214.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.41
100
23.24
33
29.68
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1454
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.34
1.01
10.18
model-npz/VGG16_optsgd_s10_e10_b4_lr0001_3259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
6.16
100
26.9
34
30.26
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_4408
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.34
1.01
10.17
model-npz/VGG16_optsgd_s10_e10_b4_lr00001_2615.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
5.63
100
19.71
34
30.29
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_1815
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.56
1.12
11.21
model-npz/VGG16_optsgd_s10_e10_b8_lr001_2193.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
6.6
100
27.54
35
31.29
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_1963
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.56
1.13
11.32
model-npz/VGG16_optsgd_s10_e10_b8_lr0001_1793.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
6.71
100
28.65
35
31.85
VGG16_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1788
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.55
1.11
11.13
model-npz/VGG16_optsgd_s10_e10_b8_lr00001_1659.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
6.75
100
25.94
36
31.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_1496
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.08
8.44
8.47
model-npz/VGG16_optsgd_s100_e1_b1_lr001_1202.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.63
100
15.9
34
31.4
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_3397
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.09
8.65
8.68
model-npz/VGG16_optsgd_s100_e1_b1_lr0001_9226.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.28
89
13.62
33
30.47
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_2830
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.08
8.49
8.51
model-npz/VGG16_optsgd_s100_e1_b1_lr00001_8613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
5.17
100
16.93
33
30.17
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_3203
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.16
8.25
8.28
model-npz/VGG16_optsgd_s100_e1_b2_lr001_2460.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.41
100
18
33
30
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_2679
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.18
8.94
8.97
model-npz/VGG16_optsgd_s100_e1_b2_lr0001_6106.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.41
100
17.89
33
29.93
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1796
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.17
8.52
8.54
model-npz/VGG16_optsgd_s100_e1_b2_lr00001_5410.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.72
100
14.84
33
29.47
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_2440
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.36
9.01
9.03
model-npz/VGG16_optsgd_s100_e1_b4_lr001_1452.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.97
100
16.45
33
29.81
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2367
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.35
8.89
8.91
model-npz/VGG16_optsgd_s100_e1_b4_lr0001_2480.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.97
100
19.2
33
29.93
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_4182
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.36
8.99
9.01
model-npz/VGG16_optsgd_s100_e1_b4_lr00001_7670.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
5.53
88
18.47
33
29.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_3270
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.9
11.78
11.81
model-npz/VGG16_optsgd_s100_e1_b8_lr001_2846.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.87
100
28.18
35
30.82
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1498
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.91
11.83
11.86
model-npz/VGG16_optsgd_s100_e1_b8_lr0001_1598.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
8.65
100
34.62
36
32.03
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_2964
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.91
11.82
11.85
model-npz/VGG16_optsgd_s100_e1_b8_lr00001_1071.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
7.17
100
30.2
37
32.37
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_5855
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
1.99
13.93
13.98
model-npz/VGG16_optsgd_s100_e1_b16_lr001_2486.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
9.24
100
37.17
38
33.76
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_9925
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
1.97
13.83
13.85
model-npz/VGG16_optsgd_s100_e1_b16_lr0001_1598.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
10.53
99
40.77
39
34.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_6166
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
1.98
13.9
13.92
model-npz/VGG16_optsgd_s100_e1_b16_lr00001_3111.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
7.82
100
33.39
40
35.92
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_7980
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
4.49
18.01
18.03
model-npz/VGG16_optsgd_s100_e1_b32_lr001_7870.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
12.26
100
48.45
41
37.51
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2475
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
4.52
18.12
18.15
model-npz/VGG16_optsgd_s100_e1_b32_lr0001_1576.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
10.59
100
42.65
42
38.29
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1785
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
4.56
18.27
18.3
model-npz/VGG16_optsgd_s100_e1_b32_lr00001_2664.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
13.17
100
49.4
43
39.56
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1066
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
18.19
36.41
36.44
model-npz/VGG16_optsgd_s100_e1_b64_lr001_1551.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
14.77
100
67.05
49
43.49
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_4626
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
17.99
36.02
36.04
model-npz/VGG16_optsgd_s100_e1_b64_lr0001_2499.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
15.43
100
67.98
52
47.05
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_4586
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
18
36.03
36.05
model-npz/VGG16_optsgd_s100_e1_b64_lr00001_3679.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
16.14
100
70.2
55
49.88
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_6705
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.05
5.19
10.42
model-npz/VGG16_optsgd_s100_e2_b1_lr001_1950.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
7.94
89
26.06
49
46.21
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_9924
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.05
5.13
10.27
model-npz/VGG16_optsgd_s100_e2_b1_lr0001_3104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
8.42
100
26.06
45
42.94
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_3307
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.05
5.13
10.3
model-npz/VGG16_optsgd_s100_e2_b1_lr00001_1477.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
8.47
100
26.59
43
40.5
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1316
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.1
4.85
9.72
model-npz/VGG16_optsgd_s100_e2_b2_lr001_3192.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
7.67
100
24.27
42
38.83
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_1699
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.1
4.81
9.64
model-npz/VGG16_optsgd_s100_e2_b2_lr0001_9010.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.48
100
21.79
41
37.33
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1911
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.1
4.8
9.62
model-npz/VGG16_optsgd_s100_e2_b2_lr00001_1242.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.32
100
19.06
40
36.32
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_5289
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.2
5
10.06
model-npz/VGG16_optsgd_s100_e2_b4_lr001_3035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.32
94
21.53
39
35.21
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_3288
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.2
4.97
9.97
model-npz/VGG16_optsgd_s100_e2_b4_lr0001_8378.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
6.81
100
22.1
39
34.81
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_2042
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.2
4.96
9.95
model-npz/VGG16_optsgd_s100_e2_b4_lr00001_2065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
6.12
100
20.82
38
34.3
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2123
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.49
6.36
12.76
model-npz/VGG16_optsgd_s100_e2_b8_lr001_1198.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
7.97
100
31.26
39
34.74
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1824
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.5
6.58
13.21
model-npz/VGG16_optsgd_s100_e2_b8_lr0001_3399.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
10.19
100
39.92
39
35.19
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2891
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.48
6.31
12.66
model-npz/VGG16_optsgd_s100_e2_b8_lr00001_3126.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
8.92
100
32.78
40
35.72
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_8199
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.04
7.32
14.67
model-npz/VGG16_optsgd_s100_e2_b16_lr001_2247.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
9.87
100
36.64
40
35.8
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2950
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.04
7.29
14.6
model-npz/VGG16_optsgd_s100_e2_b16_lr0001_8340.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
11.14
100
42.14
41
36.72