Upload Date | March 19 2023 02:01 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | HUAWEI DBY-W09 |
Model ID | HUAWEI DBY-W09 |
Motherboard | DBY |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.51 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
269
28.8 IPS |
|
Image Classification (F16)
|
100% |
267
28.6 IPS |
|
Image Classification (I8)
|
81% |
176
18.9 IPS |
|
Image Segmentation (F32)
|
100% |
577
3.56 IPS |
|
Image Segmentation (F16)
|
100% |
588
3.63 IPS |
|
Image Segmentation (I8)
|
89% |
872
5.38 IPS |
|
Pose Estimation (F32)
|
100% |
268
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
267
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
220
0.89 IPS |
|
Object Detection (F32)
|
100% |
409
14.4 IPS |
|
Object Detection (F16)
|
100% |
405
14.2 IPS |
|
Object Detection (I8)
|
52% |
295
10.4 IPS |
|
Face Detection (F32)
|
100% |
556
6.39 IPS |
|
Face Detection (F16)
|
100% |
543
6.24 IPS |
|
Face Detection (I8)
|
75% |
475
5.46 IPS |
|
Text Classification (F32)
|
100% |
262
103.5 IPS |
|
Text Classification (F16)
|
100% |
253
100.0 IPS |
|
Machine Translation (F32)
|
100% |
487
75.0 IPS |
|
Machine Translation (F16)
|
100% |
488
75.2 IPS |