Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.09
77
10.38
31
30.31
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr001_1934
100
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.32
31.78
31.81
model-npz/InceptionV3_optsgd_s100_e1_b1_lr0001_2073.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.32
80
11.58
31
29.4
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr0001_2044
100
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.32
32.1
32.12
model-npz/InceptionV3_optsgd_s100_e1_b1_lr00001_1782.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.42
81
12.31
31
29.22
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr01_1773
100
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.57
28.58
28.6
model-npz/InceptionV3_optsgd_s100_e1_b2_lr001_4658.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.81
73
9.04
31
29.11
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr001_5238
100
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.56
28.16
28.18
model-npz/InceptionV3_optsgd_s100_e1_b2_lr0001_3314.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.05
77
10.72
31
29.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr0001_1995
100
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.56
28.33
28.36
model-npz/InceptionV3_optsgd_s100_e1_b2_lr00001_8421.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.1
75
10.54
31
29.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr01_5128
100
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
1.07
26.91
26.93
model-npz/InceptionV3_optsgd_s100_e1_b4_lr001_2212.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.23
76
10.13
32
29.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr001_1116
100
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
1.07
26.75
26.78
model-npz/InceptionV3_optsgd_s100_e1_b4_lr0001_4297.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.06
72
9.7
33
29.45
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr0001_2815
100
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
1.11
27.82
27.85
model-npz/InceptionV3_optsgd_s100_e1_b4_lr00001_2945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.12
75
10.16
32
29.22
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr01_1850
100
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
2.33
30.36
30.39
model-npz/InceptionV3_optsgd_s100_e1_b8_lr001_6937.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.8
94
18.49
34
29.88
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr001_2074
100
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
2.31
30.06
30.1
model-npz/InceptionV3_optsgd_s100_e1_b8_lr0001_3475.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.03
97
18.21
35
30.6
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr0001_1157
100
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
2.33
30.3
30.33
model-npz/InceptionV3_optsgd_s100_e1_b8_lr00001_3049.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
3.93
99
17.81
35
30.96
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr01_3358
100
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
4.59
32.15
32.19
model-npz/InceptionV3_optsgd_s100_e1_b16_lr001_1837.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.92
99
20.56
36
31.6
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr001_2357
100
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
4.51
31.65
31.67
model-npz/InceptionV3_optsgd_s100_e1_b16_lr0001_1396.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
5.31
100
23.23
36
32.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr0001_3174
100
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
4.58
32.08
32.11
model-npz/InceptionV3_optsgd_s100_e1_b16_lr00001_1833.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.81
99
20.46
36
32.43
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr01_2735
100
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
8.79
35.21
35.25
model-npz/InceptionV3_optsgd_s100_e1_b32_lr001_2151.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.7
100
23.52
37
33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr001_1269
100
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
8.57
34.32
34.36
model-npz/InceptionV3_optsgd_s100_e1_b32_lr0001_1158.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
6.14
100
25.06
39
33.83
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr0001_2637
100
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
8.58
34.37
34.4
model-npz/InceptionV3_optsgd_s100_e1_b32_lr00001_2488.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.8
100
26.98
39
34.41
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr01_3268
100
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
23.04
46.12
46.15
model-npz/InceptionV3_optsgd_s100_e1_b64_lr001_2893.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
12.17
100
44.63
46
37.21
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr001_3239
100
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
23.27
46.57
46.61
model-npz/InceptionV3_optsgd_s100_e1_b64_lr0001_2956.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
64
11.28
100
42.89
47
40.03
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr0001_2127
100
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
23.15
46.34
46.37
model-npz/InceptionV3_optsgd_s100_e1_b64_lr00001_2689.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
65
11.75
100
40.94
48
41.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr01_8977
100
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.2
20.06
40.15
model-npz/InceptionV3_optsgd_s100_e2_b1_lr001_2238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.84
73
15.27
42
37.62
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr001_1940
100
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.19
19.68
39.4
model-npz/InceptionV3_optsgd_s100_e2_b1_lr0001_1249.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
3.17
81
16.29
35
33.62
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr0001_5945
100
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.19
19.36
38.76
model-npz/InceptionV3_optsgd_s100_e2_b1_lr00001_1440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.01
75
15.92
33
31.79
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr01_7543
100
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
0.32
16.17
32.38
model-npz/InceptionV3_optsgd_s100_e2_b2_lr001_2216.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.72
75
13.57
33
30.91
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr001_2138
100
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
0.32
16.21
32.45
model-npz/InceptionV3_optsgd_s100_e2_b2_lr0001_1029.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.77
83
13.71
33
30.58
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr0001_1140
100
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.32
16.07
32.18
model-npz/InceptionV3_optsgd_s100_e2_b2_lr00001_3379.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.8
76
13.68
32
30.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr01_6744
100
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
0.58
14.56
29.15
model-npz/InceptionV3_optsgd_s100_e2_b4_lr001_2863.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.71
77
11.99
33
30.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr001_2743
100
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
0.58
14.53
29.09
model-npz/InceptionV3_optsgd_s100_e2_b4_lr0001_2045.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.89
80
14.64
34
30.35
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr0001_3060
100
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.59
14.79
29.6
model-npz/InceptionV3_optsgd_s100_e2_b4_lr00001_2421.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.62
78
12.57
33
30.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr01_5703
100
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
1.23
16
32.05
model-npz/InceptionV3_optsgd_s100_e2_b8_lr001_2905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
4.2
93
19.19
35
30.81
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr001_2311
100
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
1.21
15.78
31.59
model-npz/InceptionV3_optsgd_s100_e2_b8_lr0001_3440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.29
96
19.34
35
31.25
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr0001_8860
100
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.23
16.01
32.06
model-npz/InceptionV3_optsgd_s100_e2_b8_lr00001_3301.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
3.86
91
17.15
36
31.49
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr01_2733
100
299
299
3
10
sgd
2
16
0.01
2.15.1
12.2
2.36
16.54
33.13
model-npz/InceptionV3_optsgd_s100_e2_b16_lr001_1653.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.99
99
20.49
37
32.21
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr001_3165
100
299
299
3
10
sgd
2
16
0.001
2.15.1
12.2
2.35
16.48
33
model-npz/InceptionV3_optsgd_s100_e2_b16_lr0001_1972.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
4.98
99
21.58
36
32.72
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr0001_2803
100
299
299
3
10
sgd
2
16
0.0001
2.15.1
12.2
2.37
16.59
33.22
model-npz/InceptionV3_optsgd_s100_e2_b16_lr00001_1772.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
5.65
99
22.91
37
32.86
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b32_lr01_3214
100
299
299
3
10
sgd
2
32
0.01
2.15.1
12.2
4.31
17.28
34.59
model-npz/InceptionV3_optsgd_s100_e2_b32_lr001_2273.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
6.43
100
24.77
39
33.7
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b32_lr001_1573
100
299
299
3
10
sgd
2
32
0.001
2.15.1
12.2
4.38
17.53
35.11
model-npz/InceptionV3_optsgd_s100_e2_b32_lr0001_2107.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
7.03
100
26.35
39
34.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b32_lr0001_7080
100
299
299
3
10
sgd
2
32
0.0001
2.15.1
12.2
4.36
17.45
34.93
model-npz/InceptionV3_optsgd_s100_e2_b32_lr00001_6655.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
6.21
100
24.49
39
34.64
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b64_lr01_1803
100
299
299
3
10
sgd
2
64
0.01
2.15.1
12.2
11.91
23.83
47.7
model-npz/InceptionV3_optsgd_s100_e2_b64_lr001_3098.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
11.74
100
39.7
45
37.28
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b64_lr001_8383
100
299
299
3
10
sgd
2
64
0.001
2.15.1
12.2
11.75
23.53
47.08
model-npz/InceptionV3_optsgd_s100_e2_b64_lr0001_5373.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
69
12.9
100
44.65
48
40
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b64_lr0001_2619
100
299
299
3
10
sgd
2
64
0.0001
2.15.1
12.2
11.93
23.89
47.82
model-npz/InceptionV3_optsgd_s100_e2_b64_lr00001_2604.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
12.87
100
42.87
49
41.4
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr01_3612
100
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.12
12.19
60.99
model-npz/InceptionV3_optsgd_s100_e5_b1_lr001_1076.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.18
73
22.63
42
37.39
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr001_2189
100
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.12
11.79
59.02
model-npz/InceptionV3_optsgd_s100_e5_b1_lr0001_1247.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.16
75
22.37
35
33.67
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr0001_2905
100
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.12
12.11
60.62
model-npz/InceptionV3_optsgd_s100_e5_b1_lr00001_1024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.43
80
23.51
34
32.3
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr01_2373
100
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.17
8.67
43.42
model-npz/InceptionV3_optsgd_s100_e5_b2_lr001_2257.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.26
79
21.49
34
31.77
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr001_2920
100
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.17
8.73
43.71
model-npz/InceptionV3_optsgd_s100_e5_b2_lr0001_2319.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.13
73
21.66
34
31.77
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr0001_2882
100
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.17
8.68
43.44
model-npz/InceptionV3_optsgd_s100_e5_b2_lr00001_1753.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.21
77
21.18
34
31.77
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr01_3108
100
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
0.27
6.94
34.73
model-npz/InceptionV3_optsgd_s100_e5_b4_lr001_2152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
4.67
76
20.46
35
31.78
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr001_3862
100
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
0.28
7.07
35.41
model-npz/InceptionV3_optsgd_s100_e5_b4_lr0001_2824.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
4.31
80
20.33
35
31.87
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr0001_2935
100
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.28
7
35.06
model-npz/InceptionV3_optsgd_s100_e5_b4_lr00001_1789.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
4.39
75
20.26
36
32.05
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr01_1051
100
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
0.56
7.31
36.63
model-npz/InceptionV3_optsgd_s100_e5_b8_lr001_2804.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
5.34
92
23.06
37
32.19
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr001_9684
100
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
0.55
7.15
35.82
model-npz/InceptionV3_optsgd_s100_e5_b8_lr0001_1361.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
5.68
98
25.17
38
32.53
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr0001_2969
100
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.55
7.15
35.81
model-npz/InceptionV3_optsgd_s100_e5_b8_lr00001_1978.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
5.41
99
22.61
38
32.94
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr01_1707
100
299
299
3
10
sgd
5
16
0.01
2.15.1
12.2
1.02
7.17
35.88
model-npz/InceptionV3_optsgd_s100_e5_b16_lr001_2162.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
6.69
100
24.25
39
33.41
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr001_2804
100
299
299
3
10
sgd
5
16
0.001
2.15.1
12.2
1.01
7.11
35.59
model-npz/InceptionV3_optsgd_s100_e5_b16_lr0001_1370.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
6.76
100
26.49
39
33.94
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr0001_1602
100
299
299
3
10
sgd
5
16
0.0001
2.15.1
12.2
1.02
7.15
35.8
model-npz/InceptionV3_optsgd_s100_e5_b16_lr00001_3020.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
6.68
99
25.43
39
34.17
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr01_2764
100
299
299
3
10
sgd
5
32
0.01
2.15.1
12.2
1.89
7.6
38.05
model-npz/InceptionV3_optsgd_s100_e5_b32_lr001_1465.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.25
100
26.71
41
34.82
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr001_2301
100
299
299
3
10
sgd
5
32
0.001
2.15.1
12.2
1.88
7.54
37.73
model-npz/InceptionV3_optsgd_s100_e5_b32_lr0001_8024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
8
100
29.19
41
35.57
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr0001_9894
100
299
299
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.9
7.61
38.1
model-npz/InceptionV3_optsgd_s100_e5_b32_lr00001_3032.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
7.96
100
28.75
41
35.62
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr01_6541
100
299
299
3
10
sgd
5
64
0.01
2.15.1
12.2
5.02
10.05
50.27
model-npz/InceptionV3_optsgd_s100_e5_b64_lr001_9991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
12.72
100
42.97
46
38.44
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr001_8758
100
299
299
3
10
sgd
5
64
0.001
2.15.1
12.2
4.91
9.84
49.24
model-npz/InceptionV3_optsgd_s100_e5_b64_lr0001_4774.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
70
13.76
100
44.26
48
41.14
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr0001_3121
100
299
299
3
10
sgd
5
64
0.0001
2.15.1
12.2
4.9
9.82
49.15
model-npz/InceptionV3_optsgd_s100_e5_b64_lr00001_7390.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
70
13.42
100
44.54
49
42.22