User | petergrip |
Upload Date | August 16 2024 03:59 PM |
Views | 1 |
System Information | |
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Operating System | Ubuntu 22.04.4 LTS |
Model | Dell Inc. Latitude 5410 |
Motherboard | Dell Inc. 0F3R8H |
CPU Information | |
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Name | Intel Core i7-10810U |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 166 Stepping 0 |
Base Frequency | 4.90 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 256 KB x 6 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
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Size | 30.83 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1062
198.8 IPS |
|
Image Classification (F16)
|
100% |
1067
199.7 IPS |
|
Image Classification (I8)
|
99% |
509
95.3 IPS |
|
Image Segmentation (F32)
|
100% |
1195
20.0 IPS |
|
Image Segmentation (F16)
|
100% |
1192
19.9 IPS |
|
Image Segmentation (I8)
|
98% |
594
9.93 IPS |
|
Pose Estimation (F32)
|
100% |
1559
1.89 IPS |
|
Pose Estimation (F16)
|
100% |
1548
1.87 IPS |
|
Pose Estimation (I8)
|
100% |
1579
1.91 IPS |
|
Object Detection (F32)
|
100% |
1108
82.7 IPS |
|
Object Detection (F16)
|
100% |
1108
82.7 IPS |
|
Object Detection (I8)
|
65% |
628
46.9 IPS |
|
Face Detection (F32)
|
100% |
1661
19.8 IPS |
|
Face Detection (F16)
|
100% |
1662
19.8 IPS |
|
Face Detection (I8)
|
87% |
1234
14.7 IPS |
|
Depth Estimation (F32)
|
100% |
1589
12.3 IPS |
|
Depth Estimation (F16)
|
100% |
1592
12.3 IPS |
|
Depth Estimation (I8)
|
95% |
1410
10.9 IPS |
|
Style Transfer (F32)
|
100% |
1969
2.59 IPS |
|
Style Transfer (F16)
|
100% |
1985
2.61 IPS |
|
Style Transfer (I8)
|
98% |
2581
3.39 IPS |
|
Image Super-Resolution (F32)
|
100% |
1096
39.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1121
40.0 IPS |
|
Image Super-Resolution (I8)
|
98% |
925
33.0 IPS |
|
Text Classification (F32)
|
100% |
1086
1.56 KIPS |
|
Text Classification (F16)
|
100% |
1084
1.56 KIPS |
|
Text Classification (I8)
|
92% |
417
598.7 IPS |
|
Machine Translation (F32)
|
100% |
1679
30.9 IPS |
|
Machine Translation (F16)
|
100% |
1616
29.7 IPS |
|
Machine Translation (I8)
|
62% |
576
10.6 IPS |