Upload Date | September 26 2022 10:46 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy S10 |
Model ID | samsung SM-G973U1 |
Motherboard | msmnile |
Governor | schedutil |
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 | |
---|---|
Size | 7.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
767
82.2 IPS |
|
Image Classification (F16)
|
100% |
1374
147.2 IPS |
|
Image Classification (I8)
|
80% |
1241
132.9 IPS |
|
Image Segmentation (F32)
|
100% |
1874
11.6 IPS |
|
Image Segmentation (F16)
|
100% |
3549
21.9 IPS |
|
Image Segmentation (I8)
|
89% |
3279
20.3 IPS |
|
Pose Estimation (F32)
|
100% |
943
3.82 IPS |
|
Pose Estimation (F16)
|
100% |
1665
6.74 IPS |
|
Pose Estimation (I8)
|
80% |
1655
6.70 IPS |
|
Object Detection (F32)
|
100% |
496
17.4 IPS |
|
Object Detection (F16)
|
99% |
532
18.7 IPS |
|
Object Detection (I8)
|
53% |
531
18.6 IPS |
|
Face Detection (F32)
|
100% |
1567
18.0 IPS |
|
Face Detection (F16)
|
97% |
2588
29.7 IPS |
|
Face Detection (I8)
|
76% |
2321
26.7 IPS |
|
Text Classification (F32)
|
100% |
515
203.7 IPS |
|
Text Classification (F16)
|
98% |
531
209.9 IPS |
|
Machine Translation (F32)
|
100% |
432
66.6 IPS |
|
Machine Translation (F16)
|
100% |
433
66.7 IPS |