Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/Xception_optsgd_s100_e5_b1_lr001_2248.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
3.25
100
26.08
40
38.02
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr001_1996
100
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.04
4.36
21.84
model-npz/Xception_optsgd_s100_e5_b1_lr0001_3098.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
3.25
100
25.84
40
36.63
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr0001_2649
100
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.04
4.35
21.78
model-npz/Xception_optsgd_s100_e5_b1_lr00001_1651.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
3.63
100
27.65
39
36.1
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr01_2950
100
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.07
3.54
17.73
model-npz/Xception_optsgd_s100_e5_b2_lr001_1307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.74
82
18.4
42
35.63
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr001_1531
100
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.07
3.58
17.91
model-npz/Xception_optsgd_s100_e5_b2_lr0001_1546.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.56
100
24.6
42
35.84
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr0001_6080
100
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.07
3.57
17.87
model-npz/Xception_optsgd_s100_e5_b2_lr00001_9361.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.69
100
27.51
42
35.71
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr01_1804
100
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
0.13
3.32
16.64
model-npz/Xception_optsgd_s100_e5_b4_lr001_2347.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.41
100
23.85
43
35.78
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr001_2477
100
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
0.13
3.33
16.68
model-npz/Xception_optsgd_s100_e5_b4_lr0001_1005.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.34
100
25.59
43
35.76
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr0001_2228
100
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.14
3.45
17.27
model-npz/Xception_optsgd_s100_e5_b4_lr00001_2081.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.89
100
22.55
43
35.64
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr01_1662
100
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
0.28
3.58
17.96
model-npz/Xception_optsgd_s100_e5_b8_lr001_2291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
5.74
100
27.12
44
35.95
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr001_1305
100
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
0.27
3.58
17.92
model-npz/Xception_optsgd_s100_e5_b8_lr0001_2694.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
5.68
100
28.16
45
36.41
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr0001_3213
100
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.27
3.56
17.8
model-npz/Xception_optsgd_s100_e5_b8_lr00001_1799.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.8
100
26.91
45
36.09
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr01_2439
100
299
299
3
10
sgd
5
16
0.01
2.15.1
12.2
0.51
3.57
17.91
model-npz/Xception_optsgd_s100_e5_b16_lr001_2694.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
6.93
100
30.23
47
37.16
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr001_1726
100
299
299
3
10
sgd
5
16
0.001
2.15.1
12.2
0.52
3.62
18.11
model-npz/Xception_optsgd_s100_e5_b16_lr0001_1040.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
6.52
100
28.3
47
37.34
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr0001_9072
100
299
299
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.51
3.61
18.06
model-npz/Xception_optsgd_s100_e5_b16_lr00001_2583.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
6.29
100
26.64
46
37.22
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr01_3141
100
299
299
3
10
sgd
5
32
0.01
2.15.1
12.2
0.99
3.96
19.85
model-npz/Xception_optsgd_s100_e5_b32_lr001_8491.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
55
9.5
100
32.85
47
38.15
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr001_5731
100
299
299
3
10
sgd
5
32
0.001
2.15.1
12.2
0.98
3.93
19.7
model-npz/Xception_optsgd_s100_e5_b32_lr0001_2266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
9.72
100
33.15
48
38.3
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr0001_7829
100
299
299
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.96
3.86
19.32
model-npz/Xception_optsgd_s100_e5_b32_lr00001_3306.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
54
10.11
100
33.62
48
38.4
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr01_2965
100
299
299
3
10
sgd
5
64
0.01
2.15.1
12.2
2.48
4.96
24.82
model-npz/Xception_optsgd_s100_e5_b64_lr001_2809.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
57
15.34
100
47.52
52
41.23
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr001_1643
100
299
299
3
10
sgd
5
64
0.001
2.15.1
12.2
2.47
4.94
24.71
model-npz/Xception_optsgd_s100_e5_b64_lr0001_8161.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
14
100
43.07
52
42.18
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr0001_4888
100
299
299
3
10
sgd
5
64
0.0001
2.15.1
12.2
2.49
4.98
24.92
model-npz/Xception_optsgd_s100_e5_b64_lr00001_1130.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
55
12.95
100
39.31
52
42.52
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr01_1528
100
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.03
2.95
29.52
model-npz/Xception_optsgd_s100_e10_b1_lr001_8321.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
5.12
100
37.09
41
39.2
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr001_9073
100
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.03
2.97
29.77
model-npz/Xception_optsgd_s100_e10_b1_lr0001_1855.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.65
100
34.42
41
38.12
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr0001_3343
100
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.03
2.98
29.88
model-npz/Xception_optsgd_s100_e10_b1_lr00001_2159.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.82
100
34.68
40
37.58
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr01_2114
100
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.04
2.21
22.14
model-npz/Xception_optsgd_s100_e10_b2_lr001_1686.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.54
100
33.69
42
37.25
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr001_2953
100
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.04
2.23
22.34
model-npz/Xception_optsgd_s100_e10_b2_lr0001_1505.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.46
100
33.21
43
37.4
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr0001_1506
100
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.04
2.22
22.26
model-npz/Xception_optsgd_s100_e10_b2_lr00001_1333.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.42
100
33.58
43
37.4
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr01_3307
100
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.08
1.92
19.27
model-npz/Xception_optsgd_s100_e10_b4_lr001_3291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.51
100
31.4
45
37.34
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr001_5175
100
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.08
1.92
19.24
model-npz/Xception_optsgd_s100_e10_b4_lr0001_5119.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.17
100
29.6
45
37.23
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr0001_3241
100
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.08
1.95
19.55
model-npz/Xception_optsgd_s100_e10_b4_lr00001_1899.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.17
100
30.04
45
37.22
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr01_9155
100
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
0.16
2.05
20.55
model-npz/Xception_optsgd_s100_e10_b8_lr001_2000.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
7.76
100
31.53
45
37.55
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr001_2500
100
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
0.15
2
20.06
model-npz/Xception_optsgd_s100_e10_b8_lr0001_2399.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
8.15
100
34.77
46
37.54
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr0001_2190
100
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.15
2.01
20.13
model-npz/Xception_optsgd_s100_e10_b8_lr00001_6395.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
7.9
100
33.21
46
37.5
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr01_9270
100
299
299
3
10
sgd
10
16
0.01
2.15.1
12.2
0.29
2.01
20.15
model-npz/Xception_optsgd_s100_e10_b16_lr001_2175.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.45
100
31.41
46
38.04
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr001_1316
100
299
299
3
10
sgd
10
16
0.001
2.15.1
12.2
0.28
1.99
19.96
model-npz/Xception_optsgd_s100_e10_b16_lr0001_1324.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.4
100
32.04
48
38.32
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr0001_1512
100
299
299
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.28
1.99
19.9
model-npz/Xception_optsgd_s100_e10_b16_lr00001_1682.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
9.83
100
32.87
48
38.57
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr01_1711
100
299
299
3
10
sgd
10
32
0.01
2.15.1
12.2
0.54
2.15
21.54
model-npz/Xception_optsgd_s100_e10_b32_lr001_1101.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
11.92
100
37.92
49
39.14
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr001_1879
100
299
299
3
10
sgd
10
32
0.001
2.15.1
12.2
0.53
2.14
21.47
model-npz/Xception_optsgd_s100_e10_b32_lr0001_2529.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
11.59
100
35.9
49
39.02
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr0001_2958
100
299
299
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.53
2.12
21.22
model-npz/Xception_optsgd_s100_e10_b32_lr00001_1302.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
12
100
36.96
49
39.34
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr01_3229
100
299
299
3
10
sgd
10
64
0.01
2.15.1
12.2
1.31
2.63
26.3
model-npz/Xception_optsgd_s100_e10_b64_lr001_1860.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
66
15.48
100
43.97
52
41.7
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr001_1630
100
299
299
3
10
sgd
10
64
0.001
2.15.1
12.2
1.35
2.7
27.07
model-npz/Xception_optsgd_s100_e10_b64_lr0001_2143.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
54
16.19
100
47.75
52
42.97
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr0001_1506
100
299
299
3
10
sgd
10
64
0.0001
2.15.1
12.2
1.32
2.64
26.46
model-npz/Xception_optsgd_s100_e10_b64_lr00001_2229.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
59
17.2
100
48.25
53
43.33
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr01_1352
1,000
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.03
29.56
29.58
model-npz/Xception_optsgd_s1000_e1_b1_lr001_1000.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.93
100
36.57
41
39.36
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr001_3221
1,000
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.03
29.78
29.8
model-npz/Xception_optsgd_s1000_e1_b1_lr0001_1525.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
4.72
100
33.55
40
37.72
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr0001_1845
1,000
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.03
29.83
29.85
model-npz/Xception_optsgd_s1000_e1_b1_lr00001_1717.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.64
100
33.6
40
37.33
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr01_5998
1,000
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.04
22.17
22.21
model-npz/Xception_optsgd_s1000_e1_b2_lr001_3459.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.24
100
33.93
42
37.2
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr001_1214
1,000
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.04
22.19
22.21
model-npz/Xception_optsgd_s1000_e1_b2_lr0001_7641.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.6
100
33.38
42
37.23
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr0001_2698
1,000
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.04
22.07
22.1
model-npz/Xception_optsgd_s1000_e1_b2_lr00001_2233.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.4
100
33.21
43
37.11
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr01_1894
1,000
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.08
19.41
19.43
model-npz/Xception_optsgd_s1000_e1_b4_lr001_8259.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.12
100
30.71
44
36.96
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr001_9129
1,000
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.08
19.49
19.52
model-npz/Xception_optsgd_s1000_e1_b4_lr0001_1304.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.41
100
29.94
44
36.9
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr0001_2412
1,000
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.08
19.44
19.49
model-npz/Xception_optsgd_s1000_e1_b4_lr00001_2472.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.08
100
30.5
45
37.06
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr01_1113
1,000
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
0.14
18.18
18.22
model-npz/Xception_optsgd_s1000_e1_b8_lr001_1905.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.26
100
31.06
45
36.96
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr001_1405
1,000
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
0.14
18.02
18.04
model-npz/Xception_optsgd_s1000_e1_b8_lr0001_3254.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
6.83
100
26.6
46
37.02
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr0001_7517
1,000
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.15
18.32
18.34
model-npz/Xception_optsgd_s1000_e1_b8_lr00001_8281.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
7.23
100
29.19
46
37.09
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr01_2532
1,000
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
0.32
20.22
20.24
model-npz/Xception_optsgd_s1000_e1_b16_lr001_2430.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.59
100
31.65
47
37.73
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr001_2485
1,000
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
0.32
20.1
20.13
model-npz/Xception_optsgd_s1000_e1_b16_lr0001_2548.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
9.9
100
31.74
47
38.02
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr0001_3333
1,000
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.32
20.47
20.5
model-npz/Xception_optsgd_s1000_e1_b16_lr00001_2162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
9.96
100
32.8
48
38.24
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr01_9057
1,000
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
0.68
21.72
21.75
model-npz/Xception_optsgd_s1000_e1_b32_lr001_1812.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
11
100
34.56
49
38.73
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr001_8793
1,000
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
0.67
21.56
21.58
model-npz/Xception_optsgd_s1000_e1_b32_lr0001_1407.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
11.4
100
33.57
48
39.26
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr0001_3331
1,000
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.68
21.67
21.7
model-npz/Xception_optsgd_s1000_e1_b32_lr00001_8534.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
11.55
100
34.45
49
39.15
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr01_2844
1,000
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
1.72
27.52
27.54
model-npz/Xception_optsgd_s1000_e1_b64_lr001_6666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
64
16.24
100
44.86
52
41.78
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr001_2663
1,000
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
1.66
26.63
26.65
model-npz/Xception_optsgd_s1000_e1_b64_lr0001_3096.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
60
15.06
100
43.74
54
42.81