Upload Date | December 08 2022 03:50 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei nova 5T |
Model ID | HUAWEI YAL-L21 |
Motherboard | YAL |
CPU Information | |
---|---|
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 | 5.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
213
22.8 IPS |
|
Image Classification (F16)
|
100% |
145
15.6 IPS |
|
Image Classification (I8)
|
81% |
177
18.9 IPS |
|
Image Segmentation (F32)
|
100% |
369
2.28 IPS |
|
Image Segmentation (F16)
|
100% |
344
2.13 IPS |
|
Image Segmentation (I8)
|
89% |
629
3.88 IPS |
|
Pose Estimation (F32)
|
100% |
210
0.85 IPS |
|
Pose Estimation (F16)
|
100% |
203
0.82 IPS |
|
Pose Estimation (I8)
|
80% |
165
0.67 IPS |
|
Object Detection (F32)
|
100% |
151
5.30 IPS |
|
Object Detection (F16)
|
100% |
161
5.64 IPS |
|
Object Detection (I8)
|
52% |
239
8.39 IPS |
|
Face Detection (F32)
|
100% |
364
4.18 IPS |
|
Face Detection (F16)
|
100% |
370
4.25 IPS |
|
Face Detection (I8)
|
75% |
282
3.24 IPS |
|
Text Classification (F32)
|
100% |
243
96.0 IPS |
|
Text Classification (F16)
|
100% |
238
94.0 IPS |
|
Machine Translation (F32)
|
100% |
361
55.6 IPS |
|
Machine Translation (F16)
|
100% |
361
55.6 IPS |