Upload Date | December 08 2022 02:04 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | HUAWEI JNY-LX1 |
Model ID | HUAWEI JNY-LX1 |
Motherboard | JNY |
CPU Information | |
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Name | vendor |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 72 architecture 8 variant 3 part 3392 revision 0 |
Base Frequency | 1.88 GHz |
Cluster 1 | 6 Cores @ 1.88 GHz |
Cluster 2 | 2 Cores @ 2.28 GHz |
Memory Information | |
---|---|
Size | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
117
12.6 IPS |
|
Image Classification (F16)
|
100% |
76
8.12 IPS |
|
Image Classification (I8)
|
81% |
149
15.9 IPS |
|
Image Segmentation (F32)
|
100% |
287
1.77 IPS |
|
Image Segmentation (F16)
|
100% |
264
1.63 IPS |
|
Image Segmentation (I8)
|
89% |
530
3.27 IPS |
|
Pose Estimation (F32)
|
100% |
139
0.56 IPS |
|
Pose Estimation (F16)
|
100% |
138
0.56 IPS |
|
Pose Estimation (I8)
|
80% |
133
0.54 IPS |
|
Object Detection (F32)
|
100% |
120
4.20 IPS |
|
Object Detection (F16)
|
100% |
121
4.25 IPS |
|
Object Detection (I8)
|
52% |
224
7.88 IPS |
|
Face Detection (F32)
|
100% |
245
2.82 IPS |
|
Face Detection (F16)
|
100% |
237
2.72 IPS |
|
Face Detection (I8)
|
75% |
306
3.51 IPS |
|
Text Classification (F32)
|
100% |
395
156.0 IPS |
|
Text Classification (F16)
|
100% |
401
158.7 IPS |
|
Machine Translation (F32)
|
100% |
303
46.6 IPS |
|
Machine Translation (F16)
|
100% |
305
47.0 IPS |
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