Upload Date | January 19 2022 08:15 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei nova 5T |
Model ID | HUAWEI YAL-L21 |
Motherboard | YAL |
CPU Information | |
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Name | Hisilicon |
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 | 5.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
464
49.8 IPS |
|
Image Classification (F16)
|
100% |
635
68.0 IPS |
|
Image Classification (I8)
|
80% |
637
68.3 IPS |
|
Image Segmentation (F32)
|
100% |
1326
8.19 IPS |
|
Image Segmentation (F16)
|
100% |
2560
15.8 IPS |
|
Image Segmentation (I8)
|
89% |
2259
14.0 IPS |
|
Pose Estimation (F32)
|
100% |
315
1.27 IPS |
|
Pose Estimation (F16)
|
100% |
1620
6.55 IPS |
|
Pose Estimation (I8)
|
80% |
1599
6.47 IPS |
|
Object Detection (F32)
|
100% |
324
11.4 IPS |
|
Object Detection (F16)
|
100% |
506
17.8 IPS |
|
Object Detection (I8)
|
54% |
391
13.7 IPS |
|
Face Detection (F32)
|
100% |
1236
14.2 IPS |
|
Face Detection (F16)
|
97% |
2156
24.8 IPS |
|
Face Detection (I8)
|
75% |
1806
20.8 IPS |
|
Text Classification (F32)
|
100% |
354
140.1 IPS |
|
Text Classification (F16)
|
98% |
382
151.1 IPS |
|
Machine Translation (F32)
|
100% |
389
59.9 IPS |
|
Machine Translation (F16)
|
100% |
388
59.8 IPS |