Upload Date | August 30 2024 09:19 AM |
Views | 1 |
System Information | |
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Operating System | Android 10 |
Model | HUAWEI AGS6-W09 |
Model ID | HUAWEI AGS6-W09 |
Motherboard | AGS6 |
CPU Information | |
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Name | ARM vendor |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores @ 1.70 GHz |
Cluster 2 | 4 Cores @ 2.00 GHz |
Memory Information | |
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Size | 5.72 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
104
11.2 IPS |
|
Image Classification (F16)
|
100% |
100
10.7 IPS |
|
Image Classification (I8)
|
81% |
151
16.2 IPS |
|
Image Segmentation (F32)
|
100% |
203
1.25 IPS |
|
Image Segmentation (F16)
|
100% |
202
1.25 IPS |
|
Image Segmentation (I8)
|
89% |
487
3.01 IPS |
|
Pose Estimation (F32)
|
100% |
64
0.26 IPS |
|
Pose Estimation (F16)
|
100% |
62
0.25 IPS |
|
Pose Estimation (I8)
|
80% |
118
0.48 IPS |
|
Object Detection (F32)
|
100% |
161
5.66 IPS |
|
Object Detection (F16)
|
100% |
159
5.59 IPS |
|
Object Detection (I8)
|
52% |
240
8.42 IPS |
|
Face Detection (F32)
|
100% |
191
2.19 IPS |
|
Face Detection (F16)
|
100% |
190
2.18 IPS |
|
Face Detection (I8)
|
75% |
259
2.97 IPS |
|
Text Classification (F32)
|
100% |
118
46.7 IPS |
|
Text Classification (F16)
|
100% |
117
46.1 IPS |
|
Machine Translation (F32)
|
100% |
74
11.4 IPS |
|
Machine Translation (F16)
|
100% |
73
11.3 IPS |