Upload Date | November 13 2024 08:22 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% |
745
79.8 IPS |
|
Image Classification (F16)
|
100% |
1235
132.3 IPS |
|
Image Classification (I8)
|
80% |
1249
133.9 IPS |
|
Image Segmentation (F32)
|
100% |
1788
11.0 IPS |
|
Image Segmentation (F16)
|
100% |
3259
20.1 IPS |
|
Image Segmentation (I8)
|
89% |
3044
18.8 IPS |
|
Pose Estimation (F32)
|
100% |
927
3.75 IPS |
|
Pose Estimation (F16)
|
100% |
1636
6.62 IPS |
|
Pose Estimation (I8)
|
80% |
1621
6.56 IPS |
|
Object Detection (F32)
|
100% |
537
18.8 IPS |
|
Object Detection (F16)
|
99% |
540
19.0 IPS |
|
Object Detection (I8)
|
53% |
607
21.3 IPS |
|
Face Detection (F32)
|
100% |
1626
18.7 IPS |
|
Face Detection (F16)
|
97% |
2730
31.4 IPS |
|
Face Detection (I8)
|
76% |
2371
27.2 IPS |
|
Text Classification (F32)
|
100% |
488
192.9 IPS |
|
Text Classification (F16)
|
98% |
529
209.4 IPS |
|
Machine Translation (F32)
|
100% |
439
67.7 IPS |
|
Machine Translation (F16)
|
100% |
437
67.4 IPS |