Upload Date | October 15 2024 07:50 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | HUAWEI MRO-W09 |
Model ID | HUAWEI MRO-W09 |
Motherboard | MRO |
CPU Information | |
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Name | ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 72 architecture 8 variant 2 part 3331 revision 0 |
Base Frequency | 1.55 GHz |
Cluster 1 | 4 Cores @ 1.55 GHz |
Cluster 2 | 3 Cores @ 2.18 GHz |
Cluster 3 | 1 Core @ 2.19 GHz |
Memory Information | |
---|---|
Size | 11.55 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
447
47.9 IPS |
|
Image Classification (F16)
|
100% |
452
48.4 IPS |
|
Image Classification (I8)
|
81% |
794
85.0 IPS |
|
Image Segmentation (F32)
|
100% |
621
3.83 IPS |
|
Image Segmentation (F16)
|
100% |
620
3.83 IPS |
|
Image Segmentation (I8)
|
89% |
1310
8.09 IPS |
|
Pose Estimation (F32)
|
100% |
267
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
258
1.04 IPS |
|
Pose Estimation (I8)
|
80% |
284
1.15 IPS |
|
Object Detection (F32)
|
100% |
648
22.8 IPS |
|
Object Detection (F16)
|
100% |
644
22.6 IPS |
|
Object Detection (I8)
|
52% |
1092
38.3 IPS |
|
Face Detection (F32)
|
100% |
823
9.46 IPS |
|
Face Detection (F16)
|
100% |
823
9.45 IPS |
|
Face Detection (I8)
|
75% |
1088
12.5 IPS |
|
Text Classification (F32)
|
100% |
774
306.0 IPS |
|
Text Classification (F16)
|
100% |
776
306.8 IPS |
|
Machine Translation (F32)
|
100% |
819
126.2 IPS |
|
Machine Translation (F16)
|
100% |
819
126.3 IPS |