Upload Date | November 03 2021 10:42 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | HUAWEI SCM-W09 |
Model ID | HUAWEI SCM-W09 |
Motherboard | SCM-W09 |
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 | |
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Size | 3.70 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
248
26.5 IPS |
|
Image Classification (F16)
|
100% |
182
19.5 IPS |
|
Image Classification (I8)
|
81% |
176
18.9 IPS |
|
Image Segmentation (F32)
|
100% |
360
2.22 IPS |
|
Image Segmentation (F16)
|
100% |
337
2.08 IPS |
|
Image Segmentation (I8)
|
89% |
637
3.93 IPS |
|
Pose Estimation (F32)
|
100% |
196
0.79 IPS |
|
Pose Estimation (F16)
|
100% |
198
0.80 IPS |
|
Pose Estimation (I8)
|
80% |
167
0.68 IPS |
|
Object Detection (F32)
|
100% |
184
6.47 IPS |
|
Object Detection (F16)
|
100% |
183
6.41 IPS |
|
Object Detection (I8)
|
52% |
241
8.47 IPS |
|
Face Detection (F32)
|
100% |
354
4.07 IPS |
|
Face Detection (F16)
|
100% |
360
4.13 IPS |
|
Face Detection (I8)
|
75% |
416
4.78 IPS |
|
Text Classification (F32)
|
100% |
490
193.7 IPS |
|
Text Classification (F16)
|
100% |
473
187.2 IPS |
|
Machine Translation (F32)
|
100% |
388
59.8 IPS |
|
Machine Translation (F16)
|
100% |
387
59.7 IPS |