Upload Date | April 25 2025 01:59 PM |
Views | 5 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei P30 Pro |
Model ID | HUAWEI VOG-L29 |
Motherboard | VOG |
CPU Information | |
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Name | vendor |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 72 architecture 8 variant 1 part 3392 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 1.92 GHz |
Cluster 3 | 2 Cores @ 2.60 GHz |
Memory Information | |
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Size | 7.43 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
466
49.9 IPS |
|
Image Classification (F16)
|
100% |
649
69.5 IPS |
|
Image Classification (I8)
|
80% |
608
65.1 IPS |
|
Image Segmentation (F32)
|
100% |
1319
8.15 IPS |
|
Image Segmentation (F16)
|
100% |
2403
14.8 IPS |
|
Image Segmentation (I8)
|
89% |
2237
13.8 IPS |
|
Pose Estimation (F32)
|
100% |
331
1.34 IPS |
|
Pose Estimation (F16)
|
100% |
1660
6.72 IPS |
|
Pose Estimation (I8)
|
80% |
1640
6.64 IPS |
|
Object Detection (F32)
|
100% |
276
9.67 IPS |
|
Object Detection (F16)
|
100% |
394
13.8 IPS |
|
Object Detection (I8)
|
54% |
437
15.3 IPS |
|
Face Detection (F32)
|
100% |
1164
13.4 IPS |
|
Face Detection (F16)
|
97% |
2075
23.8 IPS |
|
Face Detection (I8)
|
75% |
2204
25.3 IPS |
|
Text Classification (F32)
|
100% |
621
245.8 IPS |
|
Text Classification (F16)
|
98% |
487
192.7 IPS |
|
Machine Translation (F32)
|
100% |
393
60.6 IPS |
|
Machine Translation (F16)
|
100% |
391
60.3 IPS |