Upload Date | November 13 2024 09:10 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Sony Xperia 1 |
Model ID | Sony J9110 |
Motherboard | msmnile |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
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Size | 5.36 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
742
79.4 IPS |
|
Image Classification (F16)
|
100% |
1278
136.9 IPS |
|
Image Classification (I8)
|
80% |
1124
120.4 IPS |
|
Image Segmentation (F32)
|
100% |
1790
11.1 IPS |
|
Image Segmentation (F16)
|
100% |
3217
19.9 IPS |
|
Image Segmentation (I8)
|
89% |
3139
19.4 IPS |
|
Pose Estimation (F32)
|
100% |
925
3.74 IPS |
|
Pose Estimation (F16)
|
100% |
1662
6.73 IPS |
|
Pose Estimation (I8)
|
80% |
1649
6.67 IPS |
|
Object Detection (F32)
|
100% |
400
14.0 IPS |
|
Object Detection (F16)
|
99% |
552
19.4 IPS |
|
Object Detection (I8)
|
53% |
523
18.4 IPS |
|
Face Detection (F32)
|
100% |
1564
18.0 IPS |
|
Face Detection (F16)
|
97% |
2686
30.9 IPS |
|
Face Detection (I8)
|
76% |
2308
26.5 IPS |
|
Text Classification (F32)
|
100% |
501
198.0 IPS |
|
Text Classification (F16)
|
98% |
544
215.0 IPS |
|
Machine Translation (F32)
|
100% |
272
42.0 IPS |
|
Machine Translation (F16)
|
100% |
278
42.8 IPS |