Upload Date | May 17 2022 06:59 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei Mate 20 Pro |
Model ID | HUAWEI LYA-L29 |
Motherboard | LYA |
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 | |
---|---|
Size | 5.42 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
612
65.6 IPS |
|
Image Classification (F16)
|
100% |
1186
127.1 IPS |
|
Image Classification (I8)
|
80% |
1075
115.2 IPS |
|
Image Segmentation (F32)
|
100% |
1549
9.57 IPS |
|
Image Segmentation (F16)
|
100% |
3058
18.9 IPS |
|
Image Segmentation (I8)
|
89% |
3085
19.1 IPS |
|
Pose Estimation (F32)
|
100% |
306
1.24 IPS |
|
Pose Estimation (F16)
|
100% |
1689
6.84 IPS |
|
Pose Estimation (I8)
|
80% |
1577
6.38 IPS |
|
Object Detection (F32)
|
100% |
481
16.9 IPS |
|
Object Detection (F16)
|
100% |
675
23.7 IPS |
|
Object Detection (I8)
|
54% |
519
18.2 IPS |
|
Face Detection (F32)
|
100% |
1293
14.9 IPS |
|
Face Detection (F16)
|
97% |
2617
30.1 IPS |
|
Face Detection (I8)
|
75% |
2348
27.0 IPS |
|
Text Classification (F32)
|
100% |
667
263.7 IPS |
|
Text Classification (F16)
|
98% |
724
286.3 IPS |
|
Machine Translation (F32)
|
100% |
391
60.3 IPS |
|
Machine Translation (F16)
|
100% |
391
60.3 IPS |