Upload Date | November 03 2021 10:48 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 | |
---|---|
Size | 3.70 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
202
21.6 IPS |
|
Image Classification (F16)
|
99% |
128
13.7 IPS |
|
Image Classification (I8)
|
81% |
220
23.5 IPS |
|
Image Segmentation (F32)
|
100% |
329
2.03 IPS |
|
Image Segmentation (F16)
|
100% |
335
2.07 IPS |
|
Image Segmentation (I8)
|
89% |
408
2.52 IPS |
|
Pose Estimation (F32)
|
100% |
183
0.74 IPS |
|
Pose Estimation (F16)
|
100% |
1275
5.16 IPS |
|
Pose Estimation (I8)
|
80% |
65
0.26 IPS |
|
Object Detection (F32)
|
100% |
230
8.08 IPS |
|
Object Detection (F16)
|
99% |
423
14.8 IPS |
|
Object Detection (I8)
|
52% |
266
9.33 IPS |
|
Face Detection (F32)
|
100% |
268
3.08 IPS |
|
Face Detection (F16)
|
100% |
330
3.79 IPS |
|
Face Detection (I8)
|
75% |
311
3.57 IPS |
|
Text Classification (F32)
|
100% |
566
223.7 IPS |
|
Text Classification (F16)
|
100% |
564
223.2 IPS |
|
Machine Translation (F32)
|
100% |
389
60.0 IPS |
|
Machine Translation (F16)
|
100% |
383
59.0 IPS |