Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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4.3
21.53
model-npz/Xception_optsgd_s10_e5_b4_lr001_2836.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.91
100
15.19
45
39.09
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr0001_2593
10
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
1.45
4.37
21.89
model-npz/Xception_optsgd_s10_e5_b4_lr00001_2056.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.37
100
14.31
44
39.75
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr001_3152
10
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
2.19
4.38
21.95
model-npz/Xception_optsgd_s10_e5_b8_lr0001_2061.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
6.76
100
19.11
45
40.27
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr01_7156
10
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.21
2.16
21.66
model-npz/Xception_optsgd_s10_e10_b1_lr001_9923.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2
60
8.11
42
39.93
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr0001_1626
10
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.21
2.16
21.71
model-npz/Xception_optsgd_s10_e10_b1_lr00001_1430.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.2
51
7.67
42
38.76
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr001_9715
10
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.39
1.97
19.79
model-npz/Xception_optsgd_s10_e10_b2_lr0001_9863.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.47
69
9.25
44
39.71
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr01_5472
10
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.73
2.2
22.03
model-npz/Xception_optsgd_s10_e10_b4_lr001_3369.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
4.96
92
14.04
46
40.25
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr0001_3388
10
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.72
2.18
21.91
model-npz/Xception_optsgd_s10_e10_b4_lr00001_3361.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
4.91
88
12.85
47
40.63
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr001_1789
10
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
1.13
2.27
22.73
model-npz/Xception_optsgd_s10_e10_b8_lr0001_2807.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
6.79
100
19.45
45
41
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr01_2460
100
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.21
21.63
21.67
model-npz/Xception_optsgd_s100_e1_b1_lr001_1114.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
3.09
43
8.98
43
40.98
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr0001_2364
100
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.22
21.72
21.76
model-npz/Xception_optsgd_s100_e1_b1_lr00001_9546.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.35
100
10.09
43
40
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr001_7820
100
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.4
19.93
19.96
model-npz/Xception_optsgd_s100_e1_b2_lr0001_7624.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.49
100
11.18
44
39.73
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr01_5977
100
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.77
19.39
19.43
model-npz/Xception_optsgd_s100_e1_b4_lr001_2180.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
4.14
85
10.73
45
39.8
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr0001_1831
100
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.78
19.47
19.5
model-npz/Xception_optsgd_s100_e1_b4_lr00001_2273.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
4.98
86
13.08
44
39.46
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr001_2295
100
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
1.73
22.54
22.58
model-npz/Xception_optsgd_s100_e1_b8_lr0001_2672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
7.05
100
19.55
46
40.82
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr01_2775
100
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
3.45
24.2
24.24
model-npz/Xception_optsgd_s100_e1_b16_lr001_5314.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
9.83
97
22.58
47
41.86
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr0001_2183
100
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
3.51
24.57
24.6
model-npz/Xception_optsgd_s100_e1_b16_lr00001_3108.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
9.33
99
24.32
49
43.12
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr001_3024
100
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
6.49
26.01
26.04
model-npz/Xception_optsgd_s100_e1_b32_lr0001_4158.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
14
100
30.1
50
44.48
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr01_1066
100
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
18.07
36.18
36.22
model-npz/Xception_optsgd_s100_e1_b64_lr001_2188.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
84
21.8
100
46.82
55
47.33
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b1_lr01_9003
1,000
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.05
47.94
479.46
model-npz/Xception_optadam_s1000_e10_b1_lr001_2330.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
10.69
44
32.1
46
42.63
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b1_lr001_1499
1,000
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.05
47.34
473.44
model-npz/Xception_optadam_s1000_e10_b1_lr0001_2142.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
10.9
62
32.51
47
45.01
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b1_lr0001_1849
1,000
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.05
47.29
472.94
model-npz/Xception_optadam_s1000_e10_b1_lr00001_1931.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
11.02
44
32.72
48
45.7
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b2_lr01_2098
1,000
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.05
25.51
255.16
model-npz/Xception_optadam_s1000_e10_b2_lr001_6084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
15.3
84
45.13
55
49.94
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b2_lr001_1224
1,000
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.05
25.46
254.69
model-npz/Xception_optadam_s1000_e10_b2_lr0001_3221.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
15.19
100
46.07
56
52.22
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b2_lr0001_2108
1,000
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.05
25.34
253.47
model-npz/Xception_optadam_s1000_e10_b2_lr00001_1421.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
15.32
76
46.29
61
55.23
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr01_2411
1,000
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
0.06
14.74
147.44
model-npz/Xception_optadam_s1000_e10_b4_lr001_1966.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
21.24
82
58.16
64
57.45
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr001_2749
1,000
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
0.06
14.88
148.89
model-npz/Xception_optadam_s1000_e10_b4_lr0001_2904.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
21.11
82
58.09
64
57.19
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr0001_2978
1,000
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.06
14.73
147.34
model-npz/Xception_optadam_s1000_e10_b4_lr00001_1747.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
21.45
84
59.53
63
56.88
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr01_2503
1,000
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.1
12.22
122.25
model-npz/Xception_optadam_s1000_e10_b8_lr001_3396.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
24.4
99
62.9
62
55.56
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr001_2310
1,000
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.1
12.22
122.21
model-npz/Xception_optadam_s1000_e10_b8_lr0001_2212.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
24.26
98
62.83
63
55.35
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr01_2652
1,000
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.19
11.93
119.39
model-npz/Xception_optadam_s1000_e10_b16_lr001_1264.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
25.97
100
63.59
62
54.84
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr0001_2968
1,000
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.19
12.04
120.46
model-npz/Xception_optadam_s1000_e10_b16_lr00001_1710.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
26.47
100
64.29
62
54.26
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr001_1944
1,000
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
0.36
11.44
114.47
model-npz/Xception_optadam_s1000_e10_b32_lr0001_7868.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
32.11
100
64.65
62
54.34
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr01_1877
1,000
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
0.76
12.16
121.68
model-npz/Xception_optadam_s1000_e10_b64_lr001_3057.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
81
34.82
100
67.45
64
55.48
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr0001_1063
1,000
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
0.77
12.34
123.45
model-npz/Xception_optadam_s1000_e10_b64_lr00001_2391.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
78
32.49
100
67.61
63
55.74
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr001_2257
1
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
18.39
18.42
18.46
model-npz/Xception_optsgd_s1_e1_b1_lr0001_1303.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.65
61
2.54
56
49
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr01_5592
1
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
9.08
9.09
18.24
model-npz/Xception_optsgd_s1_e2_b1_lr001_3054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.04
61
3.38
46
43.68
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr0001_2496
1
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
8.76
8.78
17.59
model-npz/Xception_optsgd_s1_e2_b1_lr00001_2925.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
1.9
49
4.65
42
39.16
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr001_2042
1
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
3.52
3.53
17.7
model-npz/Xception_optsgd_s1_e5_b1_lr0001_9455.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.09
100
5.25
39
37.62
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr01_2139
1
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
1.82
1.83
18.33
model-npz/Xception_optsgd_s1_e10_b1_lr001_1870.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
2.02
100
7.25
37
35.28
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr0001_1436
1
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
1.79
1.8
18.04
model-npz/Xception_optsgd_s1_e10_b1_lr00001_1885.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
2.1
100
6.26
37
35.12
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr001_2588
10
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
1.77
17.75
17.78
model-npz/Xception_optsgd_s10_e1_b1_lr0001_2641.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.89
55
4.19
35
33.2
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr01_1343
10
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
3.65
18.27
18.3
model-npz/Xception_optsgd_s10_e1_b2_lr001_1306.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
1.47
100
6.61
36
34.08
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr0001_2133
10
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
3.68
18.41
18.44
model-npz/Xception_optsgd_s10_e1_b2_lr00001_3907.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.53
100
6.23
36
32.92
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr001_1064
10
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
6.83
20.52
20.55
model-npz/Xception_optsgd_s10_e1_b4_lr0001_1130.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
3.37
100
10.22
38
33.65
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr01_5488
10
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
10.78
21.58
21.61
model-npz/Xception_optsgd_s10_e1_b8_lr001_6472.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
5.02
100
15.05
39
35.02
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr0001_1869
10
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
11.18
22.39
22.42
model-npz/Xception_optsgd_s10_e1_b8_lr00001_1952.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
4.6
99
14.05
39
34.69
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr001_5350
10
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.91
9.08
18.2
model-npz/Xception_optsgd_s10_e2_b1_lr0001_2972.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.57
100
6.4
36
34.47
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr01_3237
10
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
1.82
9.1
18.24
model-npz/Xception_optsgd_s10_e2_b2_lr001_3388.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.36
79
7.93
37
34.4
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr0001_2765
10
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
1.82
9.15
18.33
model-npz/Xception_optsgd_s10_e2_b2_lr00001_1910.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.27
100
7.56
36
33.88
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr001_1367
10
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
3.45
10.36
20.76
model-npz/Xception_optsgd_s10_e2_b4_lr0001_2317.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
5.14
100
13.47
40
34.79
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr01_4367
10
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
5.37
10.76
21.55
model-npz/Xception_optsgd_s10_e2_b8_lr001_2763.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
7.15
100
18.13
39
34.36
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr0001_8682
10
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
5.44
10.9
21.84
model-npz/Xception_optsgd_s10_e2_b8_lr00001_6626.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
5.53
100
14.66
40
35.49
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr001_4538
10
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.39
3.95
19.81
model-npz/Xception_optsgd_s10_e5_b1_lr0001_6001.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.86
100
7.19
37
35.24
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr01_1333
10
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.76
3.81
19.09
model-npz/Xception_optsgd_s10_e5_b2_lr001_1321.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
1.9
100
8.08
38
34.5
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr0001_2435
10
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.78
3.91
19.62
model-npz/Xception_optsgd_s10_e5_b2_lr00001_6718.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.46
75
7.93
38
34.93
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr001_3848
10
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
1.42
4.26
21.37
model-npz/Xception_optsgd_s10_e5_b4_lr0001_1074.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
3.78
100
13.05
40
34.1
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr01_1690
10
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
2.18
4.37
21.87
model-npz/Xception_optsgd_s10_e5_b8_lr001_1373.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
5.88
100
16.7
41
35.47
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr0001_3316
10
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
2.18
4.37
21.88
model-npz/Xception_optsgd_s10_e5_b8_lr00001_2921.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
5.6
99
15.78
40
35.98
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr001_1381
10
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.22
2.17
21.8
model-npz/Xception_optsgd_s10_e10_b1_lr0001_2570.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.44
100
9.37
38
34.86
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr01_1913
10
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.4
2.03
20.39
model-npz/Xception_optsgd_s10_e10_b2_lr001_2654.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
2.8
70
8.87
39
35.02
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr0001_1624
10
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.41
2.05
20.52
model-npz/Xception_optsgd_s10_e10_b2_lr00001_1847.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.68
100
9.83
39
35.03