Upload Date | May 16 2023 11:28 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Samsung Galaxy S21 Ultra 5G |
Model ID | samsung SM-G998B |
Motherboard | exynos2100 |
Governor | energy_step |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 2.21 GHz |
Cluster 1 | 4 Cores @ 2.21 GHz |
Cluster 2 | 3 Cores @ 2.81 GHz |
Cluster 3 | 1 Core @ 2.91 GHz |
Memory Information | |
---|---|
Size | 10.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
424
45.5 IPS |
|
Image Classification (F16)
|
100% |
367
39.3 IPS |
|
Image Classification (I8)
|
81% |
179
19.2 IPS |
|
Image Segmentation (F32)
|
100% |
600
3.71 IPS |
|
Image Segmentation (F16)
|
100% |
547
3.38 IPS |
|
Image Segmentation (I8)
|
89% |
947
5.85 IPS |
|
Pose Estimation (F32)
|
100% |
273
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
251
1.01 IPS |
|
Pose Estimation (I8)
|
80% |
197
0.80 IPS |
|
Object Detection (F32)
|
100% |
260
9.13 IPS |
|
Object Detection (F16)
|
100% |
270
9.46 IPS |
|
Object Detection (I8)
|
52% |
241
8.46 IPS |
|
Face Detection (F32)
|
100% |
648
7.44 IPS |
|
Face Detection (F16)
|
100% |
415
4.77 IPS |
|
Face Detection (I8)
|
75% |
510
5.86 IPS |
|
Text Classification (F32)
|
100% |
297
117.4 IPS |
|
Text Classification (F16)
|
100% |
347
137.1 IPS |
|
Machine Translation (F32)
|
100% |
671
103.4 IPS |
|
Machine Translation (F16)
|
100% |
675
104.0 IPS |