Upload Date | August 19 2024 12:26 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Bluestacks 11 |
Model ID | Bluestacks 11 |
Motherboard | taro |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 1 part 529 revision 2 |
Base Frequency | 2.00 GHz |
Cluster 1 | 8 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 7.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
414
44.4 IPS |
|
Image Classification (F16)
|
100% |
410
43.9 IPS |
|
Image Classification (I8)
|
81% |
229
24.6 IPS |
|
Image Segmentation (F32)
|
100% |
498
3.08 IPS |
|
Image Segmentation (F16)
|
100% |
503
3.11 IPS |
|
Image Segmentation (I8)
|
89% |
639
3.95 IPS |
|
Pose Estimation (F32)
|
100% |
387
1.57 IPS |
|
Pose Estimation (F16)
|
100% |
399
1.61 IPS |
|
Pose Estimation (I8)
|
80% |
244
0.99 IPS |
|
Object Detection (F32)
|
100% |
647
22.7 IPS |
|
Object Detection (F16)
|
100% |
671
23.5 IPS |
|
Object Detection (I8)
|
52% |
434
15.2 IPS |
|
Face Detection (F32)
|
100% |
721
8.28 IPS |
|
Face Detection (F16)
|
100% |
722
8.30 IPS |
|
Face Detection (I8)
|
75% |
418
4.80 IPS |
|
Text Classification (F32)
|
100% |
431
170.5 IPS |
|
Text Classification (F16)
|
100% |
423
167.5 IPS |
|
Machine Translation (F32)
|
100% |
831
128.0 IPS |
|
Machine Translation (F16)
|
100% |
819
126.2 IPS |