Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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108
80
hbm2e
2,040
432
18
1.59
100
12.36
36
31.75
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr001_1376
10
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
6.08
18.23
36.49
model-npz/InceptionV3_optadam_s10_e2_b4_lr0001_3056.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.67
100
13.02
36
31.77
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr0001_9409
10
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
6.04
18.11
36.26
model-npz/InceptionV3_optadam_s10_e2_b4_lr00001_1762.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.19
100
11.12
35
31.82
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr01_2351
10
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
9.22
18.45
36.94
model-npz/InceptionV3_optadam_s10_e2_b8_lr001_3366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
1.72
100
14.44
36
32.12
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr001_7386
10
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
9.18
18.37
36.76
model-npz/InceptionV3_optadam_s10_e2_b8_lr0001_2035.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.94
100
15.33
36
32.22
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr0001_1973
10
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
9.14
18.29
36.62
model-npz/InceptionV3_optadam_s10_e2_b8_lr00001_2795.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
1.88
100
13.81
36
31.93
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr01_2866
10
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.7
6.98
34.95
model-npz/InceptionV3_optadam_s10_e5_b1_lr001_3136.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.82
100
9.13
33
31.33
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr001_2043
10
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.69
6.93
34.65
model-npz/InceptionV3_optadam_s10_e5_b1_lr0001_4417.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.87
100
10.51
33
31.26
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr0001_1025
10
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.68
6.81
34.06
model-npz/InceptionV3_optadam_s10_e5_b1_lr00001_1180.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.87
100
8.87
32
31
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr01_1157
10
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
1.34
6.71
33.55
model-npz/InceptionV3_optadam_s10_e5_b2_lr001_1498.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.8
100
9.71
32
30.35
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr001_6238
10
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
1.35
6.73
33.69
model-npz/InceptionV3_optadam_s10_e5_b2_lr0001_2035.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.82
100
9.39
32
30.32
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr0001_2342
10
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
1.35
6.74
33.75
model-npz/InceptionV3_optadam_s10_e5_b2_lr00001_1301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.99
100
10.39
32
30.36
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr01_1760
10
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
2.43
7.29
36.46
model-npz/InceptionV3_optadam_s10_e5_b4_lr001_2961.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.48
100
13.14
34
30.81
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr001_2230
10
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
2.49
7.47
37.38
model-npz/InceptionV3_optadam_s10_e5_b4_lr0001_4762.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.56
100
13.04
35
31.15
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr0001_2434
10
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
2.47
7.41
37.09
model-npz/InceptionV3_optadam_s10_e5_b4_lr00001_2216.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.39
100
12.82
35
31.48
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr01_1114
10
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
3.73
7.47
37.38
model-npz/InceptionV3_optadam_s10_e5_b8_lr001_5302.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.69
100
13.75
36
31.61
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr001_1281
10
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
3.7
7.41
37.12
model-npz/InceptionV3_optadam_s10_e5_b8_lr0001_9022.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.77
100
14.77
35
31.7
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr0001_2144
10
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
3.71
7.43
37.2
model-npz/InceptionV3_optadam_s10_e5_b8_lr00001_3205.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.76
100
13.07
35
31.61
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr01_1770
10
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.35
3.55
35.53
model-npz/InceptionV3_optadam_s10_e10_b1_lr001_2759.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.04
100
11.51
33
31.32
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr001_2244
10
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.35
3.51
35.17
model-npz/InceptionV3_optadam_s10_e10_b1_lr0001_6884.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.03
100
10.97
33
31.24
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr0001_3064
10
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.36
3.59
35.91
model-npz/InceptionV3_optadam_s10_e10_b1_lr00001_1526.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.91
100
9.86
33
31.14
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr01_3151
10
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.69
3.48
34.79
model-npz/InceptionV3_optadam_s10_e10_b2_lr001_2660.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.05
100
11.41
33
31.22
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr001_1758
10
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.69
3.45
34.51
model-npz/InceptionV3_optadam_s10_e10_b2_lr0001_2191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.95
100
9.7
33
30.71
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr0001_2415
10
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.68
3.43
34.32
model-npz/InceptionV3_optadam_s10_e10_b2_lr00001_8729.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1
100
11.37
33
30.43
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr01_6922
10
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
1.24
3.71
37.15
model-npz/InceptionV3_optadam_s10_e10_b4_lr001_2818.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.4
100
13.13
35
30.85
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr001_3061
10
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
1.24
3.71
37.16
model-npz/InceptionV3_optadam_s10_e10_b4_lr0001_1004.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.57
100
13.75
35
31.44
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr0001_2156
10
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
1.25
3.75
37.58
model-npz/InceptionV3_optadam_s10_e10_b4_lr00001_1129.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.71
100
14.65
36
31.5
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr01_6052
10
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
1.87
3.74
37.46
model-npz/InceptionV3_optadam_s10_e10_b8_lr001_2520.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.67
100
14.24
35
31.66
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr001_2998
10
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
1.87
3.75
37.54
model-npz/InceptionV3_optadam_s10_e10_b8_lr0001_1013.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.63
100
14.12
36
31.71
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr0001_2391
10
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
1.88
3.76
37.65
model-npz/InceptionV3_optadam_s10_e10_b8_lr00001_4335.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.48
100
12.58
35
31.73
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr01_3045
100
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.36
35.75
35.78
model-npz/InceptionV3_optadam_s100_e1_b1_lr001_2730.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1
100
11.04
33
31.25
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr001_1157
100
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.35
35.49
35.51
model-npz/InceptionV3_optadam_s100_e1_b1_lr0001_6626.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.08
100
12.71
33
31.05
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr0001_2070
100
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.36
35.77
35.79
model-npz/InceptionV3_optadam_s100_e1_b1_lr00001_7666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.9
100
10.45
33
30.45
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr01_1055
100
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.72
35.9
35.92
model-npz/InceptionV3_optadam_s100_e1_b2_lr001_1164.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.95
100
10.38
33
30.35
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr001_2819
100
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.68
34.25
34.28
model-npz/InceptionV3_optadam_s100_e1_b2_lr0001_7777.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.84
100
9.74
33
30.55
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr0001_1081
100
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.69
34.67
34.69
model-npz/InceptionV3_optadam_s100_e1_b2_lr00001_7555.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.22
100
12.55
33
30.46
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr01_1976
100
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
1.37
34.24
34.27
model-npz/InceptionV3_optadam_s100_e1_b4_lr001_1610.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.92
100
8.4
33
30.55
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr001_2240
100
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
1.36
34.07
34.09
model-npz/InceptionV3_optadam_s100_e1_b4_lr0001_3339.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.88
100
8.91
34
30.59
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr0001_2007
100
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
1.35
33.88
33.9
model-npz/InceptionV3_optadam_s100_e1_b4_lr00001_1691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.95
100
9.71
34
30.86
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr01_2632
100
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
2.88
37.4
37.42
model-npz/InceptionV3_optadam_s100_e1_b8_lr001_4481.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.9
100
15.13
35
31.53
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr001_1532
100
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
2.89
37.63
37.65
model-npz/InceptionV3_optadam_s100_e1_b8_lr0001_1091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.05
100
15
35
31.55
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr0001_1180
100
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
2.9
37.66
37.68
model-npz/InceptionV3_optadam_s100_e1_b8_lr00001_1562.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.78
100
13.25
36
31.59
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b16_lr01_5344
100
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
5.42
37.99
38.01
model-npz/InceptionV3_optadam_s100_e1_b16_lr001_1356.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.2
100
15.93
36
31.7
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b16_lr001_2518
100
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
5.42
37.97
37.99
model-npz/InceptionV3_optadam_s100_e1_b16_lr0001_1589.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.36
100
17.65
36
31.86
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b16_lr0001_7448
100
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
5.43
38.02
38.07
model-npz/InceptionV3_optadam_s100_e1_b16_lr00001_2806.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.8
100
16.73
36
31.82
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b32_lr01_5522
100
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
9.94
39.76
39.8
model-npz/InceptionV3_optadam_s100_e1_b32_lr001_2425.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.67
100
17.43
37
32.48
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b32_lr001_2493
100
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
10.1
40.42
40.45
model-npz/InceptionV3_optadam_s100_e1_b32_lr0001_2439.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.65
100
15.94
40
32.64
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b32_lr0001_2653
100
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
9.93
39.72
39.76
model-npz/InceptionV3_optadam_s100_e1_b32_lr00001_1727.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
3.3
100
20.07
38
32.78
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b64_lr01_2679
100
299
299
3
10
adam
1
64
0.01
2.15.1
12.2
22.09
44.2
44.22
model-npz/InceptionV3_optadam_s100_e1_b64_lr001_1322.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
5.12
100
23.46
45
34.25
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b64_lr001_1248
100
299
299
3
10
adam
1
64
0.001
2.15.1
12.2
21.99
44
44.02
model-npz/InceptionV3_optadam_s100_e1_b64_lr0001_4253.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
4.94
100
24.01
45
34.9
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e1_b64_lr0001_1802
100
299
299
3
10
adam
1
64
0.0001
2.15.1
12.2
22.11
44.24
44.26
model-npz/InceptionV3_optadam_s100_e1_b64_lr00001_9851.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
4.5
100
23.03
44
34.58
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b1_lr01_3339
100
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.19
19.33
38.68
model-npz/InceptionV3_optadam_s100_e2_b1_lr001_6298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.11
100
12.28
35
32.29
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b1_lr001_6746
100
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.19
19.51
39.05
model-npz/InceptionV3_optadam_s100_e2_b1_lr0001_1264.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.28
100
13.52
33
31.38
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b1_lr0001_8717
100
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.19
19.3
38.63
model-npz/InceptionV3_optadam_s100_e2_b1_lr00001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.13
100
13.14
33
31.4
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr01_2230
100
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.36
18.11
36.24
model-npz/InceptionV3_optadam_s100_e2_b2_lr001_7896.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.88
100
9.26
34
31.28
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr001_1625
100
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.36
18.03
36.08
model-npz/InceptionV3_optadam_s100_e2_b2_lr0001_1901.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.01
100
10.61
34
31.27
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr0001_1427
100
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.36
18.18
36.38
model-npz/InceptionV3_optadam_s100_e2_b2_lr00001_2239.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.09
100
12.4
34
31.37
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr01_5575
100
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.7
17.6
35.24
model-npz/InceptionV3_optadam_s100_e2_b4_lr001_1087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.03
100
9.81
34
31.35
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr001_2982
100
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.7
17.63
35.3
model-npz/InceptionV3_optadam_s100_e2_b4_lr0001_1800.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.25
100
11.72
34
31.41
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr0001_1609
100
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.69
17.35
34.72
model-npz/InceptionV3_optadam_s100_e2_b4_lr00001_5526.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.17
100
10.47
34
31.33
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr01_6015
100
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
1.46
19.06
38.16
model-npz/InceptionV3_optadam_s100_e2_b8_lr001_9414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.14
100
16.31
36
31.7
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr001_2576
100
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
1.45
18.92
37.87
model-npz/InceptionV3_optadam_s100_e2_b8_lr0001_1310.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.96
100
15.07
36
31.77
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr0001_1224
100
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
1.46
18.98
37.98
model-npz/InceptionV3_optadam_s100_e2_b8_lr00001_1553.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.69
100
14.06
36
31.78