Upload Date | August 30 2024 09:24 AM |
Views | 1 |
System Information | |
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Operating System | Android 10 |
Model | HUAWEI AGS6-W09 |
Model ID | HUAWEI AGS6-W09 |
Motherboard | AGS6 |
CPU Information | |
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Name | ARM vendor |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores @ 1.70 GHz |
Cluster 2 | 4 Cores @ 2.00 GHz |
Memory Information | |
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Size | 5.72 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
180
19.3 IPS |
|
Image Classification (F16)
|
100% |
326
35.0 IPS |
|
Image Classification (I8)
|
81% |
285
30.6 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.01 IPS |
|
Image Segmentation (F16)
|
100% |
830
5.13 IPS |
|
Image Segmentation (I8)
|
89% |
797
4.92 IPS |
|
Pose Estimation (F32)
|
100% |
79
0.32 IPS |
|
Pose Estimation (F16)
|
0% |
357
1.45 IPS |
|
Pose Estimation (I8)
|
0% |
356
1.44 IPS |
|
Object Detection (F32)
|
100% |
204
7.17 IPS |
|
Object Detection (F16)
|
99% |
373
13.1 IPS |
|
Object Detection (I8)
|
54% |
365
12.8 IPS |
|
Face Detection (F32)
|
100% |
302
3.46 IPS |
|
Face Detection (F16)
|
97% |
650
7.47 IPS |
|
Face Detection (I8)
|
75% |
567
6.51 IPS |
|
Text Classification (F32)
|
100% |
180
71.1 IPS |
|
Text Classification (F16)
|
46% |
320
126.7 IPS |
|
Machine Translation (F32)
|
100% |
75
11.5 IPS |
|
Machine Translation (F16)
|
100% |
74
11.4 IPS |