Upload Date | September 27 2022 12:40 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Lenovo Lenovo L79031 |
Model ID | Lenovo Lenovo L79031 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.09 GHz |
Memory Information | |
---|---|
Size | 11.41 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
340
36.4 IPS |
|
Image Classification (F16)
|
100% |
238
25.5 IPS |
|
Image Classification (I8)
|
81% |
185
19.8 IPS |
|
Image Segmentation (F32)
|
100% |
546
3.37 IPS |
|
Image Segmentation (F16)
|
100% |
557
3.44 IPS |
|
Image Segmentation (I8)
|
89% |
770
4.75 IPS |
|
Pose Estimation (F32)
|
100% |
243
0.98 IPS |
|
Pose Estimation (F16)
|
100% |
244
0.99 IPS |
|
Pose Estimation (I8)
|
80% |
211
0.85 IPS |
|
Object Detection (F32)
|
100% |
307
10.8 IPS |
|
Object Detection (F16)
|
100% |
306
10.7 IPS |
|
Object Detection (I8)
|
52% |
258
9.04 IPS |
|
Face Detection (F32)
|
100% |
578
6.64 IPS |
|
Face Detection (F16)
|
100% |
537
6.17 IPS |
|
Face Detection (I8)
|
75% |
461
5.29 IPS |
|
Text Classification (F32)
|
100% |
342
135.3 IPS |
|
Text Classification (F16)
|
100% |
341
134.7 IPS |
|
Machine Translation (F32)
|
100% |
545
84.0 IPS |
|
Machine Translation (F16)
|
100% |
555
85.5 IPS |