Upload Date | September 25 2024 06:13 AM |
Views | 6 |
System Information | |
---|---|
Operating System | Android 12 |
Model | HUAWEI ZHL-AL00 |
Model ID | HUAWEI ZHL-AL00 |
Motherboard | ZHL |
CPU Information | |
---|---|
Name | ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 72 architecture 8 variant 2 part 3331 revision 0 |
Base Frequency | 1.55 GHz |
Cluster 1 | 4 Cores @ 1.55 GHz |
Cluster 2 | 3 Cores @ 2.18 GHz |
Cluster 3 | 1 Core @ 2.30 GHz |
Memory Information | |
---|---|
Size | 11.25 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
403
43.1 IPS |
|
Image Classification (F16)
|
100% |
409
43.8 IPS |
|
Image Classification (I8)
|
81% |
747
80.0 IPS |
|
Image Segmentation (F32)
|
100% |
604
3.73 IPS |
|
Image Segmentation (F16)
|
100% |
599
3.70 IPS |
|
Image Segmentation (I8)
|
89% |
1284
7.93 IPS |
|
Pose Estimation (F32)
|
100% |
253
1.02 IPS |
|
Pose Estimation (F16)
|
100% |
259
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
280
1.13 IPS |
|
Object Detection (F32)
|
100% |
586
20.6 IPS |
|
Object Detection (F16)
|
100% |
570
20.0 IPS |
|
Object Detection (I8)
|
52% |
1071
37.6 IPS |
|
Face Detection (F32)
|
100% |
788
9.05 IPS |
|
Face Detection (F16)
|
100% |
781
8.98 IPS |
|
Face Detection (I8)
|
75% |
1006
11.6 IPS |
|
Text Classification (F32)
|
100% |
790
312.4 IPS |
|
Text Classification (F16)
|
100% |
791
312.9 IPS |
|
Machine Translation (F32)
|
100% |
858
132.3 IPS |
|
Machine Translation (F16)
|
100% |
862
132.8 IPS |