Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Tesla
7
5,120
80
32
hbm2
1,130
640
30
7.54
100
24.88
47
40.01
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr001_2416
100
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
0.28
3.7
37.1
model-npz/InceptionV3_optsgd_s100_e10_b8_lr0001_2508.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
8.48
99
27.12
48
40.78
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr0001_9031
100
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.28
3.72
37.27
model-npz/InceptionV3_optsgd_s100_e10_b8_lr00001_1992.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.09
98
25.37
48
41.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr01_2743
100
299
299
3
10
sgd
10
16
0.01
2.15.1
12.2
0.49
3.45
34.56
model-npz/InceptionV3_optsgd_s100_e10_b16_lr001_1627.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
8.65
100
26.86
50
41.6
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr001_2791
100
299
299
3
10
sgd
10
16
0.001
2.15.1
12.2
0.48
3.39
33.98
model-npz/InceptionV3_optsgd_s100_e10_b16_lr0001_4360.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.82
100
26.09
50
42.15
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr0001_1784
100
299
299
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.49
3.42
34.3
model-npz/InceptionV3_optsgd_s100_e10_b16_lr00001_2512.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.95
100
26.81
50
42.46
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr01_1302
100
299
299
3
10
sgd
10
32
0.01
2.15.1
12.2
0.9
3.61
36.17
model-npz/InceptionV3_optsgd_s100_e10_b32_lr001_1096.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
11
99
29.73
51
43.5
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr001_4288
100
299
299
3
10
sgd
10
32
0.001
2.15.1
12.2
0.88
3.52
35.32
model-npz/InceptionV3_optsgd_s100_e10_b32_lr0001_1294.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
9.48
99
28.2
51
44.14
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr0001_2645
100
299
299
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.89
3.59
36
model-npz/InceptionV3_optsgd_s100_e10_b32_lr00001_2464.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
8.98
100
28.2
51
44.39
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr01_1766
100
299
299
3
10
sgd
10
64
0.01
2.15.1
12.2
2.29
4.58
45.93
model-npz/InceptionV3_optsgd_s100_e10_b64_lr001_1163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
13.18
100
41.41
55
46.35
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr001_1918
100
299
299
3
10
sgd
10
64
0.001
2.15.1
12.2
2.25
4.52
45.26
model-npz/InceptionV3_optsgd_s100_e10_b64_lr0001_2052.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
12.39
100
42.08
56
47.92
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr0001_2893
100
299
299
3
10
sgd
10
64
0.0001
2.15.1
12.2
2.24
4.5
45.02
model-npz/InceptionV3_optsgd_s100_e10_b64_lr00001_2253.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
13.25
100
42.66
57
48.87
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr01_5099
1,000
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.09
87.71
87.76
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr001_5733.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.6
63
19.87
49
40.58
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr001_3157
1,000
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.08
86.89
86.92
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr0001_2773.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
3.56
64
19.99
37
34.91
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr0001_3369
1,000
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.09
87.36
87.4
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr00001_9161.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
3.73
65
20.42
36
33.55
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr01_1390
1,000
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.11
56.17
56.21
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr001_1537.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
3.95
64
18.43
38
34.84
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr001_2108
1,000
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.11
54.88
54.93
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr0001_5907.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
4.26
65
20.15
39
36.42
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr0001_1566
1,000
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.11
55.45
55.51
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr00001_1650.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
4.18
68
20.54
39
36.95
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr01_1565
1,000
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.15
39.22
39.25
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr001_2289.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.06
89
19.84
42
37.98
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr001_2481
1,000
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.16
39.44
39.48
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr0001_1325.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.23
71
19.79
44
39.28
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr0001_1723
1,000
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.15
39.17
39.2
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr00001_1908.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
4.77
72
17.85
45
40.09
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr01_3088
1,000
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
0.26
33.02
33.06
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr001_1128.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
5.89
100
20.3
46
39.55
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr001_3048
1,000
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
0.26
32.79
32.84
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr0001_6173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
5.77
98
18.76
46
39.58
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr0001_2452
1,000
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.26
33.18
33.22
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr00001_2692.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.83
100
20.1
47
40.13
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr01_2149
1,000
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
0.55
34.92
34.97
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr001_1025.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.11
100
25.99
48
41.05
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr001_1734
1,000
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
0.55
34.98
35.02
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr0001_2817.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
8.55
100
27.1
49
41.8
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr0001_3930
1,000
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.55
34.54
34.57
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr00001_2229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
7.52
100
24.63
49
42.15
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr01_2219
1,000
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
1.12
35.96
36.01
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr001_1709.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
9.64
100
28.88
51
42.98
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr001_2498
1,000
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
1.12
36
36.03
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr0001_3348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
9.88
100
30.36
51
43.53
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr0001_1162
1,000
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
1.13
36.1
36.13
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr00001_1200.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
9.89
100
30.23
51
43.42
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr01_2438
1,000
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
2.81
45
45.04
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr001_3293.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
12.41
100
42.16
55
46.34
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr001_1918
1,000
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
2.82
45.1
45.15
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr0001_4905.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
13.75
100
42.88
56
47.71
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr0001_4810
1,000
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
2.84
45.54
45.59
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr00001_1563.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
12.43
100
41.12
56
48.17
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr01_2527
1,000
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.07
76.51
153.07
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr001_2322.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
4.23
64
24.15
48
37.89
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr001_2668
1,000
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.07
76.77
153.59
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr0001_2496.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.03
66
23.38
36
32.76
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr0001_1534
1,000
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.07
75.41
150.87
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr00001_1816.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.18
63
23.91
35
32.5
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b2_lr01_2661
1,000
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
0.09
43.74
87.51
model-npz/InceptionV3_optsgd_s1000_e2_b2_lr001_3039.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
4.79
65
23.83
38
34.91
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b2_lr001_2314
1,000
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
0.09
43.98
88
model-npz/InceptionV3_optsgd_s1000_e2_b2_lr0001_3051.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
5.11
83
25.29
39
36.43
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b2_lr0001_2309
1,000
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.08
42.63
85.32
model-npz/InceptionV3_optsgd_s1000_e2_b2_lr00001_8821.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
4.99
100
24.38
42
38.29
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b4_lr01_1837
1,000
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
0.11
28.12
56.31
model-npz/InceptionV3_optsgd_s1000_e2_b4_lr001_1064.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
6.28
66
24.15
45
40.36
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b4_lr001_2776
1,000
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
0.11
28.44
56.93
model-npz/InceptionV3_optsgd_s1000_e2_b4_lr0001_1344.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
6.37
66
24.36
46
41.38
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b4_lr0001_2818
1,000
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.11
28.22
56.48
model-npz/InceptionV3_optsgd_s1000_e2_b4_lr00001_2063.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
6.52
67
24.6
47
42.09
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b8_lr01_1469
1,000
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
0.16
20.55
41.14
model-npz/InceptionV3_optsgd_s1000_e2_b8_lr001_2377.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
8.27
99
25.71
49
42.52
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b8_lr001_1642
1,000
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
0.16
20.73
41.5
model-npz/InceptionV3_optsgd_s1000_e2_b8_lr0001_2262.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
8.38
100
27.16
51
43.38
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b8_lr0001_3339
1,000
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.17
21.06
42.15
model-npz/InceptionV3_optsgd_s1000_e2_b8_lr00001_2183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
8.15
100
26.55
51
44.06
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b16_lr01_2625
1,000
299
299
3
10
sgd
2
16
0.01
2.15.1
12.2
0.32
20.35
40.75
model-npz/InceptionV3_optsgd_s1000_e2_b16_lr001_3385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
10.75
100
32.4
52
44.24
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b16_lr001_1997
1,000
299
299
3
10
sgd
2
16
0.001
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20.58
41.19
model-npz/InceptionV3_optsgd_s1000_e2_b16_lr0001_3376.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
10.43
100
31.89
53
44.44
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b16_lr0001_1387
1,000
299
299
3
10
sgd
2
16
0.0001
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12.2
0.32
20.18
40.41
model-npz/InceptionV3_optsgd_s1000_e2_b16_lr00001_5643.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
10.97
100
32.09
53
44.88
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b32_lr01_3390
1,000
299
299
3
10
sgd
2
32
0.01
2.15.1
12.2
0.62
20.03
40.09
model-npz/InceptionV3_optsgd_s1000_e2_b32_lr001_7247.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12
100
33.88
54
45.15
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b32_lr001_2061
1,000
299
299
3
10
sgd
2
32
0.001
2.15.1
12.2
0.63
20.34
40.71
model-npz/InceptionV3_optsgd_s1000_e2_b32_lr0001_1538.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
12.92
100
35.45
54
45.27
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b32_lr0001_4577
1,000
299
299
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.63
20.09
40.23
model-npz/InceptionV3_optsgd_s1000_e2_b32_lr00001_8308.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12.49
100
35.36
54
45.49
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b64_lr01_2647
1,000
299
299
3
10
sgd
2
64
0.01
2.15.1
12.2
1.54
24.67
49.37
model-npz/InceptionV3_optsgd_s1000_e2_b64_lr001_2343.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
14.4
100
45.35
57
47.6
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b64_lr001_1869
1,000
299
299
3
10
sgd
2
64
0.001
2.15.1
12.2
1.54
24.66
49.38
model-npz/InceptionV3_optsgd_s1000_e2_b64_lr0001_1113.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
14.46
100
45.78
58
49.03
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b64_lr0001_2818
1,000
299
299
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.56
24.97
49.99
model-npz/InceptionV3_optsgd_s1000_e2_b64_lr00001_2258.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
15.74
100
44.96
57
49.7
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b1_lr01_3953
1,000
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.07
68.9
344.55
model-npz/InceptionV3_optsgd_s1000_e5_b1_lr001_2398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.4
65
26.75
50
35.3
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_5411
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
70.59
70.61
70.65
model-npz/DenseNet121_optadam_s1_e1_b1_lr001_1991.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.75
56
2.87
28
25.67
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_3272
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
69.82
69.84
69.87
model-npz/DenseNet121_optadam_s1_e1_b1_lr0001_1123.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.84
56
3.05
30
27.96
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_6769
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
68.85
68.87
68.91
model-npz/DenseNet121_optadam_s1_e1_b1_lr00001_2871.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.79
55
2.84
31
29.78
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_6895
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
34.17
34.19
68.42
model-npz/DenseNet121_optadam_s1_e2_b1_lr001_2599.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.83
58
2.8
32
31.24
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2988
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
34.77
34.79
69.62
model-npz/DenseNet121_optadam_s1_e2_b1_lr0001_4290.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.65
57
2.3
34
31.05
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2577
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
34.25
34.27
68.57
model-npz/DenseNet121_optadam_s1_e2_b1_lr00001_4622.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.74
55
2.76
32
29.69
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_5453
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
13.86
13.87
69.41
model-npz/DenseNet121_optadam_s1_e5_b1_lr001_3284.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.09
59
3.77
32
30.48
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_3301
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
13.85
13.86
69.36
model-npz/DenseNet121_optadam_s1_e5_b1_lr0001_2209.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.75
56
2.67
33
31.44