Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/Xception_optadam_s10_e2_b4_lr001_1359.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
1.98
100
12.04
37
32.94
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr001_1037
10
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
3.83
11.49
23.03
model-npz/Xception_optadam_s10_e2_b4_lr0001_2696.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2
100
15.64
37
33.53
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr0001_1557
10
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
3.89
11.66
23.36
model-npz/Xception_optadam_s10_e2_b4_lr00001_2521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.11
100
13.52
37
33.57
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr01_2362
10
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
5.88
11.77
23.57
model-npz/Xception_optadam_s10_e2_b8_lr001_1418.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.31
100
15.04
38
33.69
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr001_2297
10
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
5.92
11.84
23.71
model-npz/Xception_optadam_s10_e2_b8_lr0001_6097.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
1.71
100
12.36
39
33.89
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr0001_5937
10
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
5.83
11.66
23.36
model-npz/Xception_optadam_s10_e2_b8_lr00001_1428.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
2.7
100
16.63
37
33.63
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr01_6667
10
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.44
4.44
22.21
model-npz/Xception_optadam_s10_e5_b1_lr001_2621.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.08
100
11.62
36
33.37
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr001_1797
10
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.44
4.44
22.23
model-npz/Xception_optadam_s10_e5_b1_lr0001_2042.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.33
100
12.31
36
33.25
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr0001_1887
10
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.44
4.36
21.85
model-npz/Xception_optadam_s10_e5_b1_lr00001_1831.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.81
100
9.87
36
33.21
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr01_1829
10
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.87
4.36
21.81
model-npz/Xception_optadam_s10_e5_b2_lr001_1981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.87
100
9.52
35
33.04
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr001_4948
10
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.86
4.31
21.59
model-npz/Xception_optadam_s10_e5_b2_lr0001_2683.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.06
100
10.86
37
33.27
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr0001_1773
10
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.87
4.36
21.82
model-npz/Xception_optadam_s10_e5_b2_lr00001_2678.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.08
100
10.6
36
33.31
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr01_1328
10
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
1.55
4.65
23.26
model-npz/Xception_optadam_s10_e5_b4_lr001_2588.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
1.69
100
13.54
39
33.57
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr001_7321
10
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
1.59
4.76
23.83
model-npz/Xception_optadam_s10_e5_b4_lr0001_2743.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
1.49
100
12.42
38
33.56
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr0001_1882
10
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
1.55
4.67
23.36
model-npz/Xception_optadam_s10_e5_b4_lr00001_2169.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.62
100
16.67
38
33.56
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr01_2403
10
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
2.37
4.74
23.73
model-npz/Xception_optadam_s10_e5_b8_lr001_2297.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.69
100
15.4
38
33.82
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr001_1238
10
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
2.35
4.71
23.57
model-npz/Xception_optadam_s10_e5_b8_lr0001_1847.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
1.8
100
12.8
40
34
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr0001_2349
10
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
2.45
4.9
24.57
model-npz/Xception_optadam_s10_e5_b8_lr00001_1866.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.33
100
16.18
40
34
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr01_1146
10
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.23
2.28
22.86
model-npz/Xception_optadam_s10_e10_b1_lr001_9847.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.38
100
12.44
37
33.53
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr001_2992
10
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.23
2.3
23.08
model-npz/Xception_optadam_s10_e10_b1_lr0001_1612.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.46
100
11.87
37
33.41
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr0001_1920
10
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.23
2.26
22.63
model-npz/Xception_optadam_s10_e10_b1_lr00001_8055.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.31
100
12.43
37
33.41
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr01_2952
10
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.45
2.23
22.38
model-npz/Xception_optadam_s10_e10_b2_lr001_1899.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.53
100
12.32
38
33.43
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr001_3332
10
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.43
2.17
21.78
model-npz/Xception_optadam_s10_e10_b2_lr0001_2799.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.49
100
11.43
37
33.41
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr0001_6707
10
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.44
2.22
22.24
model-npz/Xception_optadam_s10_e10_b2_lr00001_1351.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.81
100
14.53
38
33.4
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr01_2361
10
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
0.79
2.36
23.63
model-npz/Xception_optadam_s10_e10_b4_lr001_2337.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.22
100
15.53
40
33.69
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr001_1146
10
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
0.79
2.37
23.71
model-npz/Xception_optadam_s10_e10_b4_lr0001_1565.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
1.8
100
14.24
39
33.78
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr0001_5331
10
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.8
2.4
24.02
model-npz/Xception_optadam_s10_e10_b4_lr00001_1850.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.91
100
14.25
39
33.71
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr01_1381
10
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
1.21
2.43
24.33
model-npz/Xception_optadam_s10_e10_b8_lr001_2429.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.77
100
16.11
40
34.02
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr001_2577
10
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
1.19
2.38
23.83
model-npz/Xception_optadam_s10_e10_b8_lr0001_8424.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.51
100
14.89
39
34.07
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr0001_9962
10
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
1.19
2.39
23.92
model-npz/Xception_optadam_s10_e10_b8_lr00001_1148.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.21
100
15.46
40
34.02
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr01_4275
100
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.23
22.68
22.7
model-npz/Xception_optadam_s100_e1_b1_lr001_3272.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.25
100
12.25
37
33.64
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr001_5927
100
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.23
22.94
22.97
model-npz/Xception_optadam_s100_e1_b1_lr0001_9360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.25
100
11.55
37
33.51
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr0001_7954
100
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.23
22.87
22.89
model-npz/Xception_optadam_s100_e1_b1_lr00001_1247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.7
100
14.02
37
33.48
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr01_1886
100
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.44
22.24
22.26
model-npz/Xception_optadam_s100_e1_b2_lr001_1207.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.6
100
13.44
38
33.54
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr001_1601
100
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.44
21.99
22.02
model-npz/Xception_optadam_s100_e1_b2_lr0001_2802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
1.59
100
13.63
39
33.57
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr0001_5916
100
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.44
21.99
22.02
model-npz/Xception_optadam_s100_e1_b2_lr00001_3221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.6
100
13.5
38
33.44
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr01_1076
100
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
0.89
22.14
22.16
model-npz/Xception_optadam_s100_e1_b4_lr001_8013.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.56
100
12.17
37
33.52
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr001_1440
100
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
0.93
23.16
23.18
model-npz/Xception_optadam_s100_e1_b4_lr0001_2720.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.68
100
12.08
38
33.6
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr0001_8128
100
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
0.88
22.05
22.08
model-npz/Xception_optadam_s100_e1_b4_lr00001_8274.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
1.28
100
10.57
36
33.49
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr01_9563
100
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
1.84
23.91
23.95
model-npz/Xception_optadam_s100_e1_b8_lr001_4229.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.71
100
15.91
40
33.95
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr001_2462
100
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
1.85
24.02
24.04
model-npz/Xception_optadam_s100_e1_b8_lr0001_1219.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.16
100
15.96
40
34.09
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr0001_2698
100
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
1.85
24.1
24.12
model-npz/Xception_optadam_s100_e1_b8_lr00001_2556.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.36
100
13.91
39
34.3
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16
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model-npz/Xception_optadam_s100_e1_b16_lr001_2684.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
3.84
100
18.3
41
35.12
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299
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10
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16
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
3.3
100
17.41
41
35.27
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299
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10
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16
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model-npz/Xception_optadam_s100_e1_b16_lr00001_2285.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
3.23
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15.02
40
35.11
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299
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
41
5.48
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
44
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
52
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10
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
62
10.19
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39.17
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10
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model-npz/Xception_optadam_s100_e1_b64_lr00001_1493.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
70
10.73
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52
39.71
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299
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10
adam
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1
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model-npz/Xception_optadam_s100_e2_b1_lr001_3338.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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2.12
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39
36.12
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100
299
299
3
10
adam
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1
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model-npz/Xception_optadam_s100_e2_b1_lr0001_1314.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
11
1.69
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34.66
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299
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10
adam
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1
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12.34
24.7
model-npz/Xception_optadam_s100_e2_b1_lr00001_2953.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.11
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38
34.37
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299
299
3
10
adam
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2
0.01
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11.59
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model-npz/Xception_optadam_s100_e2_b2_lr001_2055.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.56
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39
33.85
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr001_3242
100
299
299
3
10
adam
2
2
0.001
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11.77
23.56
model-npz/Xception_optadam_s100_e2_b2_lr0001_9867.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.54
100
12.46
39
33.72
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr0001_7538
100
299
299
3
10
adam
2
2
0.0001
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11.49
23.01
model-npz/Xception_optadam_s100_e2_b2_lr00001_2510.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.56
100
11.91
40
33.71
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr01_3016
100
299
299
3
10
adam
2
4
0.01
2.15.1
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11.26
22.55
model-npz/Xception_optadam_s100_e2_b4_lr001_1941.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.17
100
13.98
40
33.83
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr001_2244
100
299
299
3
10
adam
2
4
0.001
2.15.1
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11.22
22.47
model-npz/Xception_optadam_s100_e2_b4_lr0001_3970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
1.91
100
13.02
40
33.79
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr0001_1750
100
299
299
3
10
adam
2
4
0.0001
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11.21
22.44
model-npz/Xception_optadam_s100_e2_b4_lr00001_2142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.4
100
15.72
41
33.98
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr01_1624
100
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
0.94
12.25
24.54
model-npz/Xception_optadam_s100_e2_b8_lr001_3303.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.28
100
14.76
42
34.29
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr001_4686
100
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
0.95
12.3
24.64
model-npz/Xception_optadam_s100_e2_b8_lr0001_3214.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.58
100
17.21
40
34.35