Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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12.2
13.4
13.4
13.42
model-npz/Xception_optsgd_s1_e1_b1_lr00001_2347.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1
100
16.23
38
36.66
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr01_3302
1
299
299
3
10
sgd
2
1
0.01
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model-npz/Xception_optsgd_s1_e2_b1_lr001_3726.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.4
100
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37
35.4
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr001_1739
1
299
299
3
10
sgd
2
1
0.001
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model-npz/Xception_optsgd_s1_e2_b1_lr0001_1993.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1
100
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36
34.41
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr0001_4537
1
299
299
3
10
sgd
2
1
0.0001
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12.2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.86
100
12.49
35
34.17
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr01_1862
1
299
299
3
10
sgd
5
1
0.01
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12.2
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13.4
model-npz/Xception_optsgd_s1_e5_b1_lr001_4036.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.09
100
13.31
35
33.54
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr001_2321
1
299
299
3
10
sgd
5
1
0.001
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12.2
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2.75
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model-npz/Xception_optsgd_s1_e5_b1_lr0001_2995.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.9
100
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35
33.41
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1
299
299
3
10
sgd
5
1
0.0001
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.14
100
17.29
35
33.63
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr01_1139
1
299
299
3
10
sgd
10
1
0.01
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12.2
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1.38
13.85
model-npz/Xception_optsgd_s1_e10_b1_lr001_1736.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.28
100
14.64
35
33.42
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr001_1696
1
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
1.38
1.38
13.83
model-npz/Xception_optsgd_s1_e10_b1_lr0001_1854.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.38
100
16.08
35
33.35
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr0001_4527
1
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
1.35
1.35
13.55
model-npz/Xception_optsgd_s1_e10_b1_lr00001_2151.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.03
100
13.86
34
33
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr01_2279
10
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
1.34
13.42
13.44
model-npz/Xception_optsgd_s10_e1_b1_lr001_2089.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.4
100
14.8
35
33.17
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr001_2561
10
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
1.35
13.51
13.53
model-npz/Xception_optsgd_s10_e1_b1_lr0001_4752.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.89
100
11.54
34
32.76
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr0001_2989
10
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
1.36
13.65
13.68
model-npz/Xception_optsgd_s10_e1_b1_lr00001_2012.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.89
100
12
33
32.78
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr01_2181
10
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
2.73
13.64
13.66
model-npz/Xception_optsgd_s10_e1_b2_lr001_2600.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.06
100
12.28
36
32.72
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr001_4776
10
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
2.68
13.38
13.4
model-npz/Xception_optsgd_s10_e1_b2_lr0001_3270.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.06
100
13.42
36
32.72
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr0001_3243
10
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
2.73
13.65
13.67
model-npz/Xception_optsgd_s10_e1_b2_lr00001_1346.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.5
100
14.83
35
32.83
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr01_1879
10
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
5.08
15.23
15.25
model-npz/Xception_optsgd_s10_e1_b4_lr001_2456.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.41
100
19.82
37
33.33
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr001_3389
10
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
5.46
16.39
16.42
model-npz/Xception_optsgd_s10_e1_b4_lr0001_3325.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.35
100
18.5
37
33.62
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr0001_1757
10
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
5.15
15.46
15.49
model-npz/Xception_optsgd_s10_e1_b4_lr00001_4479.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.33
100
19.12
37
33.73
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr01_1919
10
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
7.7
15.4
15.43
model-npz/Xception_optsgd_s10_e1_b8_lr001_1204.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.26
100
22.34
38
34.13
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr001_2990
10
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
7.78
15.56
15.59
model-npz/Xception_optsgd_s10_e1_b8_lr0001_1367.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.15
100
22.76
38
34.27
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr0001_1534
10
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
7.79
15.59
15.62
model-npz/Xception_optsgd_s10_e1_b8_lr00001_1318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.82
100
19.82
38
34.15
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr01_1909
10
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.68
6.79
13.61
model-npz/Xception_optsgd_s10_e2_b1_lr001_1961.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.06
100
16.17
36
33.46
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr001_2099
10
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.69
6.93
13.91
model-npz/Xception_optsgd_s10_e2_b1_lr0001_2128.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.08
100
13.43
35
33.38
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr0001_8636
10
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.68
6.82
13.67
model-npz/Xception_optsgd_s10_e2_b1_lr00001_1181.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.25
100
13.89
35
33.17
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr01_2893
10
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
1.37
6.86
13.76
model-npz/Xception_optsgd_s10_e2_b2_lr001_3327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.23
100
17.11
35
33.4
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr001_2987
10
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
1.36
6.8
13.62
model-npz/Xception_optsgd_s10_e2_b2_lr0001_1952.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.16
100
15.35
35
33.38
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr0001_2841
10
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
1.38
6.91
13.85
model-npz/Xception_optsgd_s10_e2_b2_lr00001_2568.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.26
100
15.66
35
33.43
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr01_2732
10
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
2.6
7.8
15.63
model-npz/Xception_optsgd_s10_e2_b4_lr001_9080.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2
100
20.18
38
33.8
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr001_9698
10
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
2.56
7.69
15.41
model-npz/Xception_optsgd_s10_e2_b4_lr0001_2968.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.51
100
17.77
37
33.85
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr0001_1134
10
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
2.58
7.75
15.54
model-npz/Xception_optsgd_s10_e2_b4_lr00001_2571.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.25
100
18.35
38
34.02
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr01_4734
10
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
3.96
7.93
15.88
model-npz/Xception_optsgd_s10_e2_b8_lr001_1238.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
3.28
100
19.95
39
34.28
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr001_7238
10
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
3.9
7.81
15.65
model-npz/Xception_optsgd_s10_e2_b8_lr0001_8509.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.29
100
21
38
34.27
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr0001_2632
10
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
3.85
7.7
15.42
model-npz/Xception_optsgd_s10_e2_b8_lr00001_2796.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
3.28
100
22.15
37
34.31
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr01_4444
10
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.28
2.8
14.03
model-npz/Xception_optsgd_s10_e5_b1_lr001_2247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.22
100
14.7
36
33.49
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr001_6000
10
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.29
2.88
14.41
model-npz/Xception_optsgd_s10_e5_b1_lr0001_2528.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.29
100
14.97
36
33.34
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr0001_8474
10
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.28
2.82
14.1
model-npz/Xception_optsgd_s10_e5_b1_lr00001_3144.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.33
100
14.36
36
33
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr01_2575
10
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.56
2.81
14.07
model-npz/Xception_optsgd_s10_e5_b2_lr001_1930.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.72
100
16.67
36
33.08
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr001_1290
10
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.56
2.81
14.08
model-npz/Xception_optsgd_s10_e5_b2_lr0001_1159.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.63
100
14.37
37
32.74
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr0001_9724
10
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.56
2.79
13.97
model-npz/Xception_optsgd_s10_e5_b2_lr00001_1252.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.64
100
16.17
38
33.06
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr01_2119
10
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
1.04
3.12
15.65
model-npz/Xception_optsgd_s10_e5_b4_lr001_3155.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.23
100
18.74
39
33.82
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr001_3068
10
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
1.04
3.13
15.69
model-npz/Xception_optsgd_s10_e5_b4_lr0001_2581.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.52
100
22.25
39
33.83
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10
299
299
3
10
sgd
5
4
0.0001
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15.48
model-npz/Xception_optsgd_s10_e5_b4_lr00001_3306.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.56
100
22.26
39
33.85
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr01_6175
10
299
299
3
10
sgd
5
8
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model-npz/Xception_optsgd_s10_e5_b8_lr001_2000.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.18
100
21.67
40
34.08
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr001_1179
10
299
299
3
10
sgd
5
8
0.001
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model-npz/Xception_optsgd_s10_e5_b8_lr0001_1808.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.38
100
22.75
40
34.15
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr0001_7835
10
299
299
3
10
sgd
5
8
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model-npz/Xception_optsgd_s10_e5_b8_lr00001_4634.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
3.58
100
22.35
39
34.25
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr01_2312
10
299
299
3
10
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10
1
0.01
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model-npz/Xception_optsgd_s10_e10_b1_lr001_3157.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.89
100
17.18
37
33.97
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr001_1054
10
299
299
3
10
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10
1
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model-npz/Xception_optsgd_s10_e10_b1_lr0001_2096.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.75
100
17.85
37
33.7
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr0001_7922
10
299
299
3
10
sgd
10
1
0.0001
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1.51
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model-npz/Xception_optsgd_s10_e10_b1_lr00001_7947.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.61
100
16.16
37
33.71
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr01_1652
10
299
299
3
10
sgd
10
2
0.01
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14.43
model-npz/Xception_optsgd_s10_e10_b2_lr001_1273.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.58
100
17.14
38
33.72
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr001_1504
10
299
299
3
10
sgd
10
2
0.001
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1.43
14.32
model-npz/Xception_optsgd_s10_e10_b2_lr0001_2823.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.53
100
17.55
38
33.58
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr0001_2445
10
299
299
3
10
sgd
10
2
0.0001
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12.2
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1.43
14.36
model-npz/Xception_optsgd_s10_e10_b2_lr00001_3402.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.14
100
20.64
38
33.53
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr01_2000
10
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.52
1.58
15.8
model-npz/Xception_optsgd_s10_e10_b4_lr001_3911.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.25
100
23.77
40
34.15
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr001_6907
10
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.53
1.59
15.98
model-npz/Xception_optsgd_s10_e10_b4_lr0001_2824.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.76
100
20.17
40
34.27
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr0001_3302
10
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.54
1.61
16.12
model-npz/Xception_optsgd_s10_e10_b4_lr00001_3146.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.73
100
20.1
40
34.38
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr01_2923
10
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
0.8
1.6
15.99
model-npz/Xception_optsgd_s10_e10_b8_lr001_2706.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.55
100
21.75
39
34.58
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr001_1194
10
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
0.8
1.6
15.99
model-npz/Xception_optsgd_s10_e10_b8_lr0001_1454.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.27
100
20.1
41
34.51
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr0001_1823
10
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.8
1.6
16.05
model-npz/Xception_optsgd_s10_e10_b8_lr00001_1692.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.33
100
23.23
41
34.67
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr01_1883
100
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.15
15.02
15.04
model-npz/Xception_optsgd_s100_e1_b1_lr001_3282.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.92
100
17.47
37
34.21
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr001_6441
100
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.15
14.8
14.83
model-npz/Xception_optsgd_s100_e1_b1_lr0001_1623.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.69
100
16.64
37
33.77
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr0001_2109
100
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.15
14.9
14.93
model-npz/Xception_optsgd_s100_e1_b1_lr00001_2953.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.66
100
17.11
37
33.66
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr01_1452
100
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.29
14.36
14.38
model-npz/Xception_optsgd_s100_e1_b2_lr001_3831.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.81
100
15.24
39
33.73