Upload Date | August 15 2024 04:52 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 14 |
Model | samsung SM-A546B |
Model ID | samsung SM-A546B |
Motherboard | s5e8835 |
Governor | energy_aware |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.26 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
148
27.6 IPS |
|
Image Classification (F16)
|
100% |
186
34.8 IPS |
|
Image Classification (I8)
|
97% |
139
26.0 IPS |
|
Image Segmentation (F32)
|
100% |
282
4.70 IPS |
|
Image Segmentation (F16)
|
100% |
261
4.37 IPS |
|
Image Segmentation (I8)
|
98% |
385
6.44 IPS |
|
Pose Estimation (F32)
|
100% |
454
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
456
0.55 IPS |
|
Pose Estimation (I8)
|
100% |
2674
3.24 IPS |
|
Object Detection (F32)
|
100% |
250
18.6 IPS |
|
Object Detection (F16)
|
100% |
240
17.9 IPS |
|
Object Detection (I8)
|
61% |
686
51.2 IPS |
|
Face Detection (F32)
|
100% |
408
4.85 IPS |
|
Face Detection (F16)
|
100% |
394
4.69 IPS |
|
Face Detection (I8)
|
86% |
1086
12.9 IPS |
|
Depth Estimation (F32)
|
100% |
396
3.07 IPS |
|
Depth Estimation (F16)
|
100% |
404
3.13 IPS |
|
Depth Estimation (I8)
|
95% |
1166
9.04 IPS |
|
Style Transfer (F32)
|
100% |
834
1.10 IPS |
|
Style Transfer (F16)
|
100% |
831
1.09 IPS |
|
Style Transfer (I8)
|
98% |
1968
2.59 IPS |
|
Image Super-Resolution (F32)
|
100% |
338
12.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
315
11.3 IPS |
|
Image Super-Resolution (I8)
|
98% |
1152
41.2 IPS |
|
Text Classification (F32)
|
100% |
322
462.4 IPS |
|
Text Classification (F16)
|
100% |
295
424.3 IPS |
|
Text Classification (I8)
|
92% |
273
392.2 IPS |
|
Machine Translation (F32)
|
100% |
425
7.83 IPS |
|
Machine Translation (F16)
|
100% |
420
7.73 IPS |
|
Machine Translation (I8)
|
64% |
233
4.29 IPS |