Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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hbm2
1,130
640
35
3.98
82
12.34
43
36.73
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr001_7867
1,000
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
0.45
56.82
56.86
model-npz/InceptionV3_optadam_s1000_e1_b8_lr0001_3190.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.33
72
13.9
41
36.8
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr0001_2026
1,000
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
0.45
56.84
56.88
model-npz/InceptionV3_optadam_s1000_e1_b8_lr00001_9278.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.26
100
13.8
41
36.23
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr01_5736
1,000
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
0.91
57.6
57.63
model-npz/InceptionV3_optadam_s1000_e1_b16_lr001_2298.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.72
99
17.75
43
36.22
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr001_1560
1,000
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
0.93
58.73
58.76
model-npz/InceptionV3_optadam_s1000_e1_b16_lr0001_2154.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.72
99
17.03
44
37.34
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr0001_4794
1,000
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
0.93
58.99
59.03
model-npz/InceptionV3_optadam_s1000_e1_b16_lr00001_3359.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
5.93
99
17.84
44
37.18
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr01_3608
1,000
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
1.86
59.53
59.57
model-npz/InceptionV3_optadam_s1000_e1_b32_lr001_1558.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
6.75
100
19.85
46
38.79
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr001_5536
1,000
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
1.85
59.45
59.48
model-npz/InceptionV3_optadam_s1000_e1_b32_lr0001_7078.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.51
99
19.56
45
38.43
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr0001_2994
1,000
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
1.83
58.75
58.78
model-npz/InceptionV3_optadam_s1000_e1_b32_lr00001_1200.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
6.25
100
18.99
46
39.44
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr01_2810
1,000
299
299
3
10
adam
1
64
0.01
2.15.1
12.2
4.22
67.63
67.67
model-npz/InceptionV3_optadam_s1000_e1_b64_lr001_6379.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
9.37
100
28.93
50
40.68
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr001_2222
1,000
299
299
3
10
adam
1
64
0.001
2.15.1
12.2
4.27
68.42
68.45
model-npz/InceptionV3_optadam_s1000_e1_b64_lr0001_3297.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
9.15
100
27.85
50
42.13
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr0001_3220
1,000
299
299
3
10
adam
1
64
0.0001
2.15.1
12.2
4.25
68.04
68.07
model-npz/InceptionV3_optadam_s1000_e1_b64_lr00001_8433.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
9.02
100
28.77
50
42.47
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr01_2711
1,000
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.09
90.35
180.76
model-npz/InceptionV3_optadam_s1000_e2_b1_lr001_3388.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
4.24
62
22.12
44
36.15
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr001_2406
1,000
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.09
89.58
179.19
model-npz/InceptionV3_optadam_s1000_e2_b1_lr0001_8224.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
4.31
63
22.57
35
32.58
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr0001_3260
1,000
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.09
91.08
182.22
model-npz/InceptionV3_optadam_s1000_e2_b1_lr00001_1707.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
4.16
67
21.8
34
32.27
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr01_2988
1,000
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.11
55.86
111.78
model-npz/InceptionV3_optadam_s1000_e2_b2_lr001_1185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
4.45
90
20.88
39
34.24
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr001_3089
1,000
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.11
57.44
114.93
model-npz/InceptionV3_optadam_s1000_e2_b2_lr0001_2289.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
4.28
63
19.59
39
35.95
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr0001_1862
1,000
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.11
57.06
114.16
model-npz/InceptionV3_optadam_s1000_e2_b2_lr00001_2630.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
4.5
73
20.76
39
36.34
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr01_1826
1,000
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.16
39.95
79.95
model-npz/InceptionV3_optadam_s1000_e2_b4_lr001_3064.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.49
96
20.62
41
36.98
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr001_3041
1,000
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.16
40.51
81.07
model-npz/InceptionV3_optadam_s1000_e2_b4_lr0001_8455.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
5.12
63
18.87
42
37.45
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr0001_1008
1,000
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.16
40.03
80.11
model-npz/InceptionV3_optadam_s1000_e2_b4_lr00001_2183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
5.21
83
19.15
42
37.68
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr01_2492
1,000
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
0.26
33.09
66.22
model-npz/InceptionV3_optadam_s1000_e2_b8_lr001_3274.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
6.03
100
18.91
44
38.09
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr001_3555
1,000
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
0.27
33.47
66.99
model-npz/InceptionV3_optadam_s1000_e2_b8_lr0001_5089.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.84
100
17.88
45
39.19
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr0001_1902
1,000
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
0.26
32.78
65.59
model-npz/InceptionV3_optadam_s1000_e2_b8_lr00001_5882.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
6.42
99
20.1
46
38.48
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr01_2450
1,000
299
299
3
10
adam
2
16
0.01
2.15.1
12.2
0.5
31.92
63.89
model-npz/InceptionV3_optadam_s1000_e2_b16_lr001_1406.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
8.08
100
23.46
48
40.04
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr001_2909
1,000
299
299
3
10
adam
2
16
0.001
2.15.1
12.2
0.5
31.97
63.99
model-npz/InceptionV3_optadam_s1000_e2_b16_lr0001_2893.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
7.2
100
21.37
49
40.21
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr0001_2971
1,000
299
299
3
10
adam
2
16
0.0001
2.15.1
12.2
0.51
32.16
64.35
model-npz/InceptionV3_optadam_s1000_e2_b16_lr00001_2621.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
7.33
99
21.89
48
40.65
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr01_9854
1,000
299
299
3
10
adam
2
32
0.01
2.15.1
12.2
0.99
31.9
63.83
model-npz/InceptionV3_optadam_s1000_e2_b32_lr001_3128.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
9.01
99
23.6
49
40.48
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr001_1025
1,000
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
1
32.1
64.25
model-npz/InceptionV3_optadam_s1000_e2_b32_lr0001_2066.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
8.47
99
23.24
48
41.12
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr0001_1239
1,000
299
299
3
10
adam
2
32
0.0001
2.15.1
12.2
0.99
31.89
63.83
model-npz/InceptionV3_optadam_s1000_e2_b32_lr00001_1286.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
7.57
100
21.05
48
40.64
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr01_3013
1,000
299
299
3
10
adam
2
64
0.01
2.15.1
12.2
2.24
35.96
71.95
model-npz/InceptionV3_optadam_s1000_e2_b64_lr001_2845.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
11.79
100
32.76
51
42.92
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr001_2607
1,000
299
299
3
10
adam
2
64
0.001
2.15.1
12.2
2.23
35.73
71.51
model-npz/InceptionV3_optadam_s1000_e2_b64_lr0001_4635.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
11.7
100
31.85
52
43.68
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr0001_9607
1,000
299
299
3
10
adam
2
64
0.0001
2.15.1
12.2
2.26
36.24
72.53
model-npz/InceptionV3_optadam_s1000_e2_b64_lr00001_1111.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
10.54
100
31.66
52
43.6
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr01_2844
1,000
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.1
26.58
132.96
model-npz/InceptionV3_optadam_s1000_e5_b4_lr001_2928.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
7.35
66
27.42
44
37.35
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr001_2985
1,000
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
0.1
26.3
131.57
model-npz/InceptionV3_optadam_s1000_e5_b4_lr0001_3055.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
7.25
64
27.54
45
40.65
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr0001_2526
1,000
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
0.1
26.49
132.51
model-npz/InceptionV3_optadam_s1000_e5_b4_lr00001_1480.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
7.18
65
27.26
46
41.14
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr01_3156
1,000
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
0.15
18.77
93.93
model-npz/InceptionV3_optadam_s1000_e5_b8_lr001_8145.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
9.44
100
28.78
49
41.94
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr001_2133
1,000
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
0.15
18.76
93.85
model-npz/InceptionV3_optadam_s1000_e5_b8_lr0001_2965.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
9.7
99
29.14
50
43.23
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr0001_1912
1,000
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
0.15
18.78
93.97
model-npz/InceptionV3_optadam_s1000_e5_b8_lr00001_1315.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
9.82
99
29.88
52
44.13
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr01_2608
1,000
299
299
3
10
adam
5
16
0.01
2.15.1
12.2
0.26
16.35
81.79
model-npz/InceptionV3_optadam_s1000_e5_b16_lr001_6930.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
11.47
100
31.36
54
44.54
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr001_2623
1,000
299
299
3
10
adam
5
16
0.001
2.15.1
12.2
0.25
16.21
81.08
model-npz/InceptionV3_optadam_s1000_e5_b16_lr0001_2624.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
11.95
99
31.88
53
44.5
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr0001_8500
1,000
299
299
3
10
adam
5
16
0.0001
2.15.1
12.2
0.25
16.19
81.03
model-npz/InceptionV3_optadam_s1000_e5_b16_lr00001_9864.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
12.17
99
31.92
54
44.43
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr01_3287
1,000
299
299
3
10
adam
5
32
0.01
2.15.1
12.2
0.48
15.42
77.13
model-npz/InceptionV3_optadam_s1000_e5_b32_lr001_2163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
13.28
99
33.34
53
44.66
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr001_1127
1,000
299
299
3
10
adam
5
32
0.001
2.15.1
12.2
0.48
15.45
77.32
model-npz/InceptionV3_optadam_s1000_e5_b32_lr0001_1082.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
13.26
100
33.55
54
44.97
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr0001_9869
1,000
299
299
3
10
adam
5
32
0.0001
2.15.1
12.2
0.48
15.57
77.92
model-npz/InceptionV3_optadam_s1000_e5_b32_lr00001_1117.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
13.17
99
33.11
54
44.69
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b64_lr01_8102
1,000
299
299
3
10
adam
5
64
0.01
2.15.1
12.2
1.05
16.87
84.38
model-npz/InceptionV3_optadam_s1000_e5_b64_lr001_6112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
15.49
100
39.72
56
46.44
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b64_lr001_1997
1,000
299
299
3
10
adam
5
64
0.001
2.15.1
12.2
1.05
16.83
84.22
model-npz/InceptionV3_optadam_s1000_e5_b64_lr0001_2696.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
15.22
100
39.49
56
47.07
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b64_lr0001_3005
1,000
299
299
3
10
adam
5
64
0.0001
2.15.1
12.2
1.05
16.81
84.08
model-npz/InceptionV3_optadam_s1000_e5_b64_lr00001_8412.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
15.02
100
39.2
56
47.38
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr001_9942
1
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
22.49
22.51
22.55
model-npz/InceptionV3_optsgd_s1_e1_b1_lr0001_1992.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.59
65
5.22
35
34.14
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr001_2503
100
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.16
16.16
80.85
model-npz/InceptionV3_optadam_s100_e5_b1_lr0001_2728.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
2.82
66
13.17
30
27.33
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr01_4437
1,000
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.07
76.03
380.23
model-npz/InceptionV3_optadam_s1000_e5_b1_lr001_2112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
4.98
65
27.33
33
31.42
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr001_1634
1,000
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.07
76.08
380.49
model-npz/InceptionV3_optadam_s1000_e5_b1_lr0001_1164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
4.94
64
27.13
34
32.15
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr0001_3083
1,000
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.07
75.66
378.34
model-npz/InceptionV3_optadam_s1000_e5_b1_lr00001_7513.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.97
59
27.63
33
31.93
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr01_6270
1,000
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.09
44.23
221.22
model-npz/InceptionV3_optadam_s1000_e5_b2_lr001_1951.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
5.54
64
26.11
41
37.1
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr001_1815
1,000
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.08
42.78
213.95
model-npz/InceptionV3_optadam_s1000_e5_b2_lr0001_1810.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
5.77
63
26.4
43
39.57
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr0001_2861
1,000
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.08
43.19
215.99
model-npz/InceptionV3_optadam_s1000_e5_b2_lr00001_1520.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
5.74
77
26.87
41
39.2
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr0001_3109
1,000
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.08
21.62
216.3
model-npz/InceptionV3_optadam_s1000_e10_b4_lr00001_1677.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
8.96
67
33.4
49
42.26
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr01_2014
1,000
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.11
14.18
141.85
model-npz/InceptionV3_optadam_s1000_e10_b8_lr001_5245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
12.55
94
37.21
57
47.49
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr001_1725
1,000
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.11
13.87
138.81
model-npz/InceptionV3_optadam_s1000_e10_b8_lr0001_1415.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
12.25
100
36.82
57
48.94
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr0001_1019
1,000
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.11
13.84
138.48
model-npz/InceptionV3_optadam_s1000_e10_b8_lr00001_1331.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
12.59
100
38.21
58
50.05
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr01_1410
1,000
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.17
10.97
109.74
model-npz/InceptionV3_optadam_s1000_e10_b16_lr001_2559.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
16.07
99
41.81
62
50.97
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr001_2249
1,000
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.17
10.88
108.88
model-npz/InceptionV3_optadam_s1000_e10_b16_lr0001_1844.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
16.45
99
42.94
62
51.67
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr0001_2474
1,000
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.17
10.69
107
model-npz/InceptionV3_optadam_s1000_e10_b16_lr00001_1212.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
16.74
99
44.12
62
51.48