Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/InceptionV3_optsgd_s1_e2_b1_lr00001_2273.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.26
100
14.72
33
31.47
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr01_2031
1
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
3.64
3.64
18.22
model-npz/InceptionV3_optsgd_s1_e5_b1_lr001_1906.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.31
100
13.73
33
31.31
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr001_1546
1
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
3.63
3.63
18.2
model-npz/InceptionV3_optsgd_s1_e5_b1_lr0001_9029.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.91
100
12.72
33
31.3
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr0001_2649
1
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
3.63
3.63
18.19
model-npz/InceptionV3_optsgd_s1_e5_b1_lr00001_9172.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.04
100
13.23
33
31.28
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr01_2633
1
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
1.85
1.85
18.54
model-npz/InceptionV3_optsgd_s1_e10_b1_lr001_4675.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.25
100
14.75
33
31.44
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr001_2477
1
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
1.84
1.84
18.43
model-npz/InceptionV3_optsgd_s1_e10_b1_lr0001_3328.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.4
100
15.11
33
31.3
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr0001_5098
1
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
1.83
1.83
18.34
model-npz/InceptionV3_optsgd_s1_e10_b1_lr00001_2027.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.32
100
14.57
33
31.36
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr01_3022
10
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
1.84
18.47
18.49
model-npz/InceptionV3_optsgd_s10_e1_b1_lr001_1866.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.1
100
13.23
33
31.29
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr001_1104
10
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
1.84
18.41
18.44
model-npz/InceptionV3_optsgd_s10_e1_b1_lr0001_3378.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.13
100
13.53
32
31.36
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr0001_4144
10
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
1.8
17.99
18.01
model-npz/InceptionV3_optsgd_s10_e1_b1_lr00001_2341.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.31
100
14.22
33
31.38
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr01_2018
10
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
3.64
18.2
18.23
model-npz/InceptionV3_optsgd_s10_e1_b2_lr001_1563.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.62
100
18.06
33
31.53
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr001_1110
10
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
3.68
18.4
18.42
model-npz/InceptionV3_optsgd_s10_e1_b2_lr0001_3396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.28
100
14.83
33
31.57
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr0001_3116
10
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
3.7
18.53
18.56
model-npz/InceptionV3_optsgd_s10_e1_b2_lr00001_2138.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.13
100
13.17
33
31.4
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr01_1367
10
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
7.2
21.62
21.64
model-npz/InceptionV3_optsgd_s10_e1_b4_lr001_2549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.07
100
18.96
35
31.83
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr001_9690
10
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
7.16
21.49
21.51
model-npz/InceptionV3_optsgd_s10_e1_b4_lr0001_2949.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.44
100
20.62
35
32
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr0001_3174
10
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
7.2
21.6
21.62
model-npz/InceptionV3_optsgd_s10_e1_b4_lr00001_3352.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.09
100
20.53
36
32.26
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr01_2383
10
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
11.21
22.44
22.46
model-npz/InceptionV3_optsgd_s10_e1_b8_lr001_2338.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.25
100
18.22
36
32.22
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr001_1677
10
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
11.01
22.02
22.05
model-npz/InceptionV3_optsgd_s10_e1_b8_lr0001_1558.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.79
100
22.66
36
32.4
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr0001_1913
10
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
11.04
22.1
22.12
model-npz/InceptionV3_optsgd_s10_e1_b8_lr00001_1672.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.63
100
21.87
36
32.33
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr01_3067
10
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.95
9.51
19.05
model-npz/InceptionV3_optsgd_s10_e2_b1_lr001_2644.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.11
100
15.02
33
31.83
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr001_5620
10
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.91
9.15
18.33
model-npz/InceptionV3_optsgd_s10_e2_b1_lr0001_2696.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.39
100
13.96
33
31.48
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr0001_1584
10
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.94
9.41
18.85
model-npz/InceptionV3_optsgd_s10_e2_b1_lr00001_3360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.14
100
14.08
33
31.43
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr01_2019
10
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
1.83
9.17
18.37
model-npz/InceptionV3_optsgd_s10_e2_b2_lr001_2130.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.4
100
15.36
33
31.57
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr001_8173
10
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
1.82
9.12
18.26
model-npz/InceptionV3_optsgd_s10_e2_b2_lr0001_3121.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.2
100
14.07
33
31.59
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr0001_3844
10
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
1.86
9.3
18.63
model-npz/InceptionV3_optsgd_s10_e2_b2_lr00001_2985.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.12
100
14.5
34
31.54
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr01_8695
10
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
3.61
10.85
21.72
model-npz/InceptionV3_optsgd_s10_e2_b4_lr001_2285.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.25
100
20.38
35
31.92
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr001_1064
10
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
3.63
10.91
21.85
model-npz/InceptionV3_optsgd_s10_e2_b4_lr0001_9735.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.4
100
19.58
35
31.89
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr0001_7810
10
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
3.6
10.8
21.64
model-npz/InceptionV3_optsgd_s10_e2_b4_lr00001_2889.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.17
100
20.57
36
32.06
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr01_4895
10
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
5.57
11.15
22.34
model-npz/InceptionV3_optsgd_s10_e2_b8_lr001_2646.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.2
100
18.57
36
32.3
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr001_2029
10
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
5.51
11.03
22.09
model-npz/InceptionV3_optsgd_s10_e2_b8_lr0001_3096.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.4
100
20.62
36
32.56
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr0001_3354
10
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
5.63
11.27
22.57
model-npz/InceptionV3_optsgd_s10_e2_b8_lr00001_1959.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.33
100
20.67
36
32.8
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr01_4921
10
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.39
3.91
19.6
model-npz/InceptionV3_optsgd_s10_e5_b1_lr001_2220.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.32
100
14.58
33
32.2
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr001_2836
10
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.39
3.89
19.47
model-npz/InceptionV3_optsgd_s10_e5_b1_lr0001_2317.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.43
100
15.82
33
31.61
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr0001_5761
10
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.39
3.88
19.42
model-npz/InceptionV3_optsgd_s10_e5_b1_lr00001_1691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.47
100
16.33
33
31.51
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr01_1850
10
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.75
3.75
18.76
model-npz/InceptionV3_optsgd_s10_e5_b2_lr001_2385.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.42
100
15.69
34
31.58
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr001_1730
10
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.75
3.76
18.82
model-npz/InceptionV3_optsgd_s10_e5_b2_lr0001_8317.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.19
100
16.23
34
31.6
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr0001_7815
10
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.75
3.78
18.93
model-npz/InceptionV3_optsgd_s10_e5_b2_lr00001_1530.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.34
100
15.06
33
31.45
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr01_8136
10
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
1.46
4.39
21.98
model-npz/InceptionV3_optsgd_s10_e5_b4_lr001_5801.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.72
100
21.41
36
32.09
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr001_1926
10
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
1.46
4.39
22
model-npz/InceptionV3_optsgd_s10_e5_b4_lr0001_1336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.45
100
21.23
36
32.21
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr0001_1659
10
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
1.47
4.4
22.05
model-npz/InceptionV3_optsgd_s10_e5_b4_lr00001_1088.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2
100
19.35
35
32.37
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr01_9309
10
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
2.23
4.46
22.31
model-npz/InceptionV3_optsgd_s10_e5_b8_lr001_1277.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.8
100
20.76
36
32.33
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr001_1374
10
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
2.26
4.52
22.61
model-npz/InceptionV3_optsgd_s10_e5_b8_lr0001_2162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.22
100
18.29
36
32.47
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr0001_1047
10
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
2.22
4.45
22.3
model-npz/InceptionV3_optsgd_s10_e5_b8_lr00001_2752.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.82
100
22.09
36
32.35
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr01_1654
10
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.21
2.11
21.13
model-npz/InceptionV3_optsgd_s10_e10_b1_lr001_3648.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.48
100
17.77
34
32.13
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr001_1390
10
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
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2.1
21.01
model-npz/InceptionV3_optsgd_s10_e10_b1_lr0001_1746.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.37
100
15.79
34
31.81
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr0001_1325
10
299
299
3
10
sgd
10
1
0.0001
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12.2
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2.11
21.1
model-npz/InceptionV3_optsgd_s10_e10_b1_lr00001_8662.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.33
100
15.71
34
31.83
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr01_6760
10
299
299
3
10
sgd
10
2
0.01
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model-npz/InceptionV3_optsgd_s10_e10_b2_lr001_3232.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.43
100
17.27
34
32.08
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr001_1340
10
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.4
1.99
19.89
model-npz/InceptionV3_optsgd_s10_e10_b2_lr0001_2904.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.45
100
16.73
34
32.16
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr0001_2573
10
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.4
1.98
19.87
model-npz/InceptionV3_optsgd_s10_e10_b2_lr00001_2202.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.27
100
16.9
34
31.86
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr01_6711
10
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.74
2.23
22.35
model-npz/InceptionV3_optsgd_s10_e10_b4_lr001_2480.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.24
100
20.37
35
32.09
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr001_3018
10
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.74
2.23
22.35
model-npz/InceptionV3_optsgd_s10_e10_b4_lr0001_8506.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.44
100
22.06
36
32.5
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr0001_1193
10
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.75
2.26
22.65
model-npz/InceptionV3_optsgd_s10_e10_b4_lr00001_1946.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.38
100
20.84
35
32.58
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr01_3585
10
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
1.14
2.28
22.83
model-npz/InceptionV3_optsgd_s10_e10_b8_lr001_1876.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.42
100
21.22
36
32.93
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr001_7075
10
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
1.14
2.28
22.88
model-npz/InceptionV3_optsgd_s10_e10_b8_lr0001_2444.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.32
100
20.66
36
32.79
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr0001_1000
10
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
1.13
2.27
22.73
model-npz/InceptionV3_optsgd_s10_e10_b8_lr00001_7599.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.29
100
24.02
37
32.98
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr01_2158
100
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.21
20.8
20.82
model-npz/InceptionV3_optsgd_s100_e1_b1_lr001_9961.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.67
100
19.38
34
32.42
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr001_1707
100
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.21
20.75
20.78
model-npz/InceptionV3_optsgd_s100_e1_b1_lr0001_1477.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.75
100
18.96
34
32.2
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr0001_1156
100
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.21
20.62
20.64
model-npz/InceptionV3_optsgd_s100_e1_b1_lr00001_4123.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.41
100
17.92
34
31.86
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr01_1486
100
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.4
19.88
19.9
model-npz/InceptionV3_optsgd_s100_e1_b2_lr001_3099.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.27
100
15.41
34
31.8
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr001_3617
100
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.39
19.71
19.74
model-npz/InceptionV3_optsgd_s100_e1_b2_lr0001_1838.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.65
100
16.27
34
31.86
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr0001_8340
100
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.39
19.53
19.55
model-npz/InceptionV3_optsgd_s100_e1_b2_lr00001_9968.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.65
100
18.86
34
31.76
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr01_2507
100
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.81
20.39
20.42
model-npz/InceptionV3_optsgd_s100_e1_b4_lr001_3048.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.36
100
15.1
35
31.82
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr001_2862
100
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.76
19.12
19.15
model-npz/InceptionV3_optsgd_s100_e1_b4_lr0001_3326.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.29
100
15.17
35
32.02