Upload Date | May 15 2023 08:06 PM |
Views | 1 |
System Information | |
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Operating System | Android 13 |
Model | samsung SM-G988U1 |
Model ID | samsung SM-G988U1 |
Motherboard | kona |
Governor | schedutil |
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 | 10.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
381
40.9 IPS |
|
Image Classification (F16)
|
100% |
385
41.3 IPS |
|
Image Classification (I8)
|
81% |
198
21.3 IPS |
|
Image Segmentation (F32)
|
100% |
636
3.93 IPS |
|
Image Segmentation (F16)
|
100% |
650
4.02 IPS |
|
Image Segmentation (I8)
|
89% |
909
5.62 IPS |
|
Pose Estimation (F32)
|
100% |
273
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
268
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
246
1.00 IPS |
|
Object Detection (F32)
|
100% |
383
13.4 IPS |
|
Object Detection (F16)
|
100% |
356
12.5 IPS |
|
Object Detection (I8)
|
52% |
298
10.5 IPS |
|
Face Detection (F32)
|
100% |
619
7.11 IPS |
|
Face Detection (F16)
|
100% |
680
7.81 IPS |
|
Face Detection (I8)
|
75% |
580
6.67 IPS |
|
Text Classification (F32)
|
100% |
396
156.5 IPS |
|
Text Classification (F16)
|
100% |
391
154.5 IPS |
|
Machine Translation (F32)
|
100% |
566
87.2 IPS |
|
Machine Translation (F16)
|
100% |
565
87.0 IPS |