Upload Date | December 12 2024 04:59 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei nova 5T |
Model ID | HUAWEI YAL-L21 |
Motherboard | YAL |
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 | 5.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
657
70.4 IPS |
|
Image Classification (F16)
|
100% |
1264
135.5 IPS |
|
Image Classification (I8)
|
80% |
1104
118.3 IPS |
|
Image Segmentation (F32)
|
100% |
1604
9.91 IPS |
|
Image Segmentation (F16)
|
100% |
3155
19.5 IPS |
|
Image Segmentation (I8)
|
89% |
3101
19.2 IPS |
|
Pose Estimation (F32)
|
100% |
310
1.26 IPS |
|
Pose Estimation (F16)
|
100% |
1381
5.59 IPS |
|
Pose Estimation (I8)
|
80% |
1698
6.87 IPS |
|
Object Detection (F32)
|
100% |
733
25.7 IPS |
|
Object Detection (F16)
|
100% |
1248
43.8 IPS |
|
Object Detection (I8)
|
54% |
1229
43.1 IPS |
|
Face Detection (F32)
|
100% |
1313
15.1 IPS |
|
Face Detection (F16)
|
97% |
2656
30.5 IPS |
|
Face Detection (I8)
|
75% |
2213
25.4 IPS |
|
Text Classification (F32)
|
100% |
681
269.4 IPS |
|
Text Classification (F16)
|
98% |
869
343.8 IPS |
|
Machine Translation (F32)
|
100% |
390
60.1 IPS |
|
Machine Translation (F16)
|
100% |
388
59.7 IPS |