Upload Date | February 01 2025 12:56 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Samsung Galaxy A53 5G |
Model ID | samsung SM-A536B |
Motherboard | s5e8825 |
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 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 5.26 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
102
19.2 IPS |
|
Image Classification (F16)
|
100% |
201
37.6 IPS |
|
Image Classification (I8)
|
97% |
195
36.5 IPS |
|
Image Segmentation (F32)
|
100% |
203
3.39 IPS |
|
Image Segmentation (F16)
|
100% |
367
6.12 IPS |
|
Image Segmentation (I8)
|
98% |
363
6.06 IPS |
|
Pose Estimation (F32)
|
100% |
148
0.18 IPS |
|
Pose Estimation (F16)
|
100% |
174
0.21 IPS |
|
Pose Estimation (I8)
|
100% |
173
0.21 IPS |
|
Object Detection (F32)
|
100% |
138
10.3 IPS |
|
Object Detection (F16)
|
100% |
226
16.9 IPS |
|
Object Detection (I8)
|
62% |
217
16.2 IPS |
|
Face Detection (F32)
|
100% |
542
6.45 IPS |
|
Face Detection (F16)
|
98% |
813
9.66 IPS |
|
Face Detection (I8)
|
86% |
758
9.02 IPS |
|
Depth Estimation (F32)
|
100% |
293
2.27 IPS |
|
Depth Estimation (F16)
|
100% |
379
2.94 IPS |
|
Depth Estimation (I8)
|
95% |
376
2.92 IPS |
|
Style Transfer (F32)
|
100% |
583
0.77 IPS |
|
Style Transfer (F16)
|
100% |
822
1.08 IPS |
|
Style Transfer (I8)
|
98% |
822
1.08 IPS |
|
Image Super-Resolution (F32)
|
100% |
164
5.85 IPS |
|
Image Super-Resolution (F16)
|
100% |
250
8.94 IPS |
|
Image Super-Resolution (I8)
|
98% |
250
8.93 IPS |
|
Text Classification (F32)
|
100% |
148
212.7 IPS |
|
Text Classification (F16)
|
100% |
152
219.0 IPS |
|
Text Classification (I8)
|
92% |
310
445.7 IPS |
|
Machine Translation (F32)
|
100% |
262
4.82 IPS |
|
Machine Translation (F16)
|
100% |
268
4.92 IPS |
|
Machine Translation (I8)
|
64% |
362
6.67 IPS |