Upload Date | November 26 2024 04:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | HUAWEI TAH-AN00 |
Model ID | HUAWEI TAH-AN00 |
Motherboard | TAH |
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 | 7.64 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
169
18.1 IPS |
|
Image Classification (F16)
|
100% |
159
17.0 IPS |
|
Image Classification (I8)
|
81% |
174
18.6 IPS |
|
Image Segmentation (F32)
|
100% |
336
2.08 IPS |
|
Image Segmentation (F16)
|
100% |
345
2.13 IPS |
|
Image Segmentation (I8)
|
89% |
616
3.81 IPS |
|
Pose Estimation (F32)
|
100% |
209
0.85 IPS |
|
Pose Estimation (F16)
|
100% |
213
0.86 IPS |
|
Pose Estimation (I8)
|
80% |
172
0.70 IPS |
|
Object Detection (F32)
|
100% |
299
10.5 IPS |
|
Object Detection (F16)
|
100% |
305
10.7 IPS |
|
Object Detection (I8)
|
52% |
316
11.1 IPS |
|
Face Detection (F32)
|
100% |
373
4.28 IPS |
|
Face Detection (F16)
|
100% |
359
4.13 IPS |
|
Face Detection (I8)
|
75% |
403
4.63 IPS |
|
Text Classification (F32)
|
100% |
367
145.1 IPS |
|
Text Classification (F16)
|
100% |
357
141.3 IPS |
|
Machine Translation (F32)
|
100% |
396
61.1 IPS |
|
Machine Translation (F16)
|
100% |
396
61.0 IPS |