Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
24
5.03
100
24.08
43
35.24
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr0001_2739
100
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.11
2.76
27.64
model-npz/Xception_optadam_s100_e10_b4_lr00001_2871.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.92
100
21.78
43
35.16
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr01_1745
100
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.22
2.85
28.51
model-npz/Xception_optadam_s100_e10_b8_lr001_7246.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
6.43
100
25.46
43
35.29
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr001_1828
100
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.22
2.85
28.52
model-npz/Xception_optadam_s100_e10_b8_lr0001_1656.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
6.09
100
25.05
44
35.58
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr0001_1776
100
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.22
2.81
28.2
model-npz/Xception_optadam_s100_e10_b8_lr00001_1132.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
6.59
100
26.65
45
35.76
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr01_3274
100
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.4
2.83
28.34
model-npz/Xception_optadam_s100_e10_b16_lr001_1202.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
7.28
100
24.71
46
35.95
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr001_2116
100
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.41
2.85
28.56
model-npz/Xception_optadam_s100_e10_b16_lr0001_9781.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
6.57
100
23.38
46
36.06
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr0001_8301
100
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.4
2.81
28.11
model-npz/Xception_optadam_s100_e10_b16_lr00001_2713.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
7.83
100
25.67
46
36.28
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr01_1806
100
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
0.74
2.97
29.69
model-npz/Xception_optadam_s100_e10_b32_lr001_1020.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
7.58
100
24.55
48
36.81
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr001_3128
100
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
0.73
2.92
29.28
model-npz/Xception_optadam_s100_e10_b32_lr0001_3139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
59
9.02
100
28.2
48
37.17
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr0001_1461
100
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
0.74
2.96
29.6
model-npz/Xception_optadam_s100_e10_b32_lr00001_2316.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
9.71
100
31.64
48
37.56
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr01_1686
100
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
1.72
3.44
34.4
model-npz/Xception_optadam_s100_e10_b64_lr001_1343.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
67
12.72
100
36.59
51
39.55
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr001_2332
100
299
299
3
10
adam
10
64
0.001
2.15.1
12.2
1.71
3.43
34.33
model-npz/Xception_optadam_s100_e10_b64_lr0001_3343.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
61
13.89
100
37.12
51
40.6
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr0001_2522
100
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
1.72
3.45
34.53
model-npz/Xception_optadam_s100_e10_b64_lr00001_1615.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
58
12.76
100
36.5
52
41.03
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr01_1259
1,000
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.04
39.07
39.09
model-npz/Xception_optadam_s1000_e1_b1_lr001_2161.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
4.64
100
29.2
40
37.36
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr001_1687
1,000
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.04
38.51
38.55
model-npz/Xception_optadam_s1000_e1_b1_lr0001_3073.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
4.64
100
29.6
39
36.02
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr0001_2117
1,000
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.04
38.59
38.61
model-npz/Xception_optadam_s1000_e1_b1_lr00001_2422.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
4.52
100
29.01
39
35.67
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr01_2926
1,000
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.06
30.48
30.5
model-npz/Xception_optadam_s1000_e1_b2_lr001_5083.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
4.59
100
27.01
41
35.7
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr001_2828
1,000
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.06
30.01
30.03
model-npz/Xception_optadam_s1000_e1_b2_lr0001_2113.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
4.5
100
27.09
42
35.89
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr0001_3358
1,000
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.06
30.52
30.55
model-npz/Xception_optadam_s1000_e1_b2_lr00001_1381.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
4.79
100
27.89
41
35.73
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr01_1047
1,000
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
0.11
27.39
27.41
model-npz/Xception_optadam_s1000_e1_b4_lr001_2121.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.98
100
25.06
43
35.52
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr001_3623
1,000
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
0.11
28.11
28.14
model-npz/Xception_optadam_s1000_e1_b4_lr0001_2909.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
5.09
100
23.05
43
35.35
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr0001_1077
1,000
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
0.11
27.47
27.49
model-npz/Xception_optadam_s1000_e1_b4_lr00001_1615.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.54
100
21.75
44
35.48
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr01_2639
1,000
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
0.21
25.99
26.01
model-npz/Xception_optadam_s1000_e1_b8_lr001_1183.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.4
100
21.56
43
35.4
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr001_5967
1,000
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
0.21
26.23
26.25
model-npz/Xception_optadam_s1000_e1_b8_lr0001_3226.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.27
100
21.13
45
35.38
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr0001_8136
1,000
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
0.21
26.35
26.38
model-npz/Xception_optadam_s1000_e1_b8_lr00001_9069.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.7
100
22.21
43
35.32
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr01_2511
1,000
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
0.45
28.15
28.18
model-npz/Xception_optadam_s1000_e1_b16_lr001_9093.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
7.24
100
24.98
45
35.79
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr001_1420
1,000
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
0.45
28.32
28.34
model-npz/Xception_optadam_s1000_e1_b16_lr0001_7318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
6.94
100
22.02
46
35.89
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr0001_1989
1,000
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
0.45
28.43
28.46
model-npz/Xception_optadam_s1000_e1_b16_lr00001_5809.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
7.52
100
24.93
45
35.87
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr01_1999
1,000
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
0.92
29.6
29.62
model-npz/Xception_optadam_s1000_e1_b32_lr001_1792.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
8.47
100
28.29
47
36.53
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr001_1435
1,000
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
0.92
29.33
29.35
model-npz/Xception_optadam_s1000_e1_b32_lr0001_3962.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
8.93
100
28.43
46
36.63
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr0001_1717
1,000
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
0.92
29.47
29.5
model-npz/Xception_optadam_s1000_e1_b32_lr00001_1695.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
9.18
100
27.1
47
36.37
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr01_2896
1,000
299
299
3
10
adam
1
64
0.01
2.15.1
12.2
2.18
34.85
34.87
model-npz/Xception_optadam_s1000_e1_b64_lr001_2007.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
51
13.56
100
38
51
38.79
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr001_1870
1,000
299
299
3
10
adam
1
64
0.001
2.15.1
12.2
2.19
35.03
35.05
model-npz/Xception_optadam_s1000_e1_b64_lr0001_1494.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
57
11.37
100
33.68
51
39.63
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr0001_1951
1,000
299
299
3
10
adam
1
64
0.0001
2.15.1
12.2
2.17
34.75
34.78
model-npz/Xception_optadam_s1000_e1_b64_lr00001_1873.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
67
12.03
100
33.75
53
40.16
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr01_2120
1,000
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.03
27.98
55.98
model-npz/Xception_optadam_s1000_e2_b1_lr001_3226.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
6.67
100
39.81
40
37.42
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr001_1291
1,000
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.03
28.09
56.2
model-npz/Xception_optadam_s1000_e2_b1_lr0001_1529.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
6.5
100
39.87
40
36.9
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr0001_1136
1,000
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.03
27.69
55.4
model-npz/Xception_optadam_s1000_e2_b1_lr00001_2981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
6.74
100
40.65
40
37.14
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr01_4013
1,000
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.04
19.73
39.49
model-npz/Xception_optadam_s1000_e2_b2_lr001_1826.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
6.98
100
37.57
42
37.31
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr001_2443
1,000
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.04
19.86
39.75
model-npz/Xception_optadam_s1000_e2_b2_lr0001_2232.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
7.21
100
37.86
43
37.56
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr0001_2799
1,000
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.04
19.65
39.31
model-npz/Xception_optadam_s1000_e2_b2_lr00001_2519.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
7.22
100
38.89
44
37.78
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr01_2530
1,000
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.07
16.57
33.16
model-npz/Xception_optadam_s1000_e2_b4_lr001_2965.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
7.52
100
32.45
44
37.6
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr001_1115
1,000
299
299
3
10
adam
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4
0.001
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33.84
model-npz/Xception_optadam_s1000_e2_b4_lr0001_2802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
7.3
100
31.64
44
37.35
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr0001_1959
1,000
299
299
3
10
adam
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4
0.0001
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33.56
model-npz/Xception_optadam_s1000_e2_b4_lr00001_2188.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
7.33
100
31.55
46
37.83
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr01_2665
1,000
299
299
3
10
adam
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8
0.01
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15.37
30.77
model-npz/Xception_optadam_s1000_e2_b8_lr001_1589.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
8.59
100
29.52
45
37.17
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr001_2455
1,000
299
299
3
10
adam
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8
0.001
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model-npz/Xception_optadam_s1000_e2_b8_lr0001_2282.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
8.62
100
29.55
46
37.21
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr0001_2915
1,000
299
299
3
10
adam
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8
0.0001
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model-npz/Xception_optadam_s1000_e2_b8_lr00001_2553.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
8.22
100
27.03
45
36.33
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr01_1867
1,000
299
299
3
10
adam
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16
0.01
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model-npz/Xception_optadam_s1000_e2_b16_lr001_6654.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
10.64
100
31.4
46
36.07
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr001_7245
1,000
299
299
3
10
adam
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16
0.001
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31.95
model-npz/Xception_optadam_s1000_e2_b16_lr0001_2642.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
9.93
100
29.6
45
36.26
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr0001_3761
1,000
299
299
3
10
adam
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16
0.0001
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16.15
32.35
model-npz/Xception_optadam_s1000_e2_b16_lr00001_3869.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
10.67
100
30.56
47
36.93
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr01_9550
1,000
299
299
3
10
adam
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32
0.01
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16.8
33.62
model-npz/Xception_optadam_s1000_e2_b32_lr001_1099.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
62
12.19
100
31.43
47
37.09
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr001_7073
1,000
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
0.52
16.51
33.04
model-npz/Xception_optadam_s1000_e2_b32_lr0001_2442.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
55
12.11
100
32.69
48
37.57
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr0001_2994
1,000
299
299
3
10
adam
2
32
0.0001
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12.2
0.52
16.63
33.28
model-npz/Xception_optadam_s1000_e2_b32_lr00001_2669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
12.03
100
33.37
48
37.39
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr01_1175
1,000
299
299
3
10
adam
2
64
0.01
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12.2
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19.04
38.1
model-npz/Xception_optadam_s1000_e2_b64_lr001_2128.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
54
16.05
100
40.81
51
39.89
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr001_7640
1,000
299
299
3
10
adam
2
64
0.001
2.15.1
12.2
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19.14
38.3
model-npz/Xception_optadam_s1000_e2_b64_lr0001_1871.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
57
16.1
100
40.98
52
41.05
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr0001_5270
1,000
299
299
3
10
adam
2
64
0.0001
2.15.1
12.2
1.2
19.21
38.45
model-npz/Xception_optadam_s1000_e2_b64_lr00001_1608.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
64
15.48
100
40.69
53
41.95
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr01_1598
1,000
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.02
21.2
106.03
model-npz/Xception_optadam_s1000_e5_b1_lr001_1827.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
9.05
100
52.19
41
39.66
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr001_2850
1,000
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.02
21.64
108.24
model-npz/Xception_optadam_s1000_e5_b1_lr0001_8162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
9.25
100
51.04
41
39.25
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr0001_1034
1,000
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.02
21.69
108.49
model-npz/Xception_optadam_s1000_e5_b1_lr00001_7835.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
8.86
100
50.93
42
39.33
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr01_2521
1,000
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.03
13.34
66.74
model-npz/Xception_optadam_s1000_e5_b2_lr001_1797.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
10.71
100
54.3
45
40.36
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr001_3309
1,000
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.03
13.31
66.56
model-npz/Xception_optadam_s1000_e5_b2_lr0001_2684.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
10.89
100
54.34
45
40.92
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr0001_1844
1,000
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.03
13.34
66.73
model-npz/Xception_optadam_s1000_e5_b2_lr00001_2098.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
10.72
100
54.31
46
40.96