Upload Date | September 11 2024 11:53 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | realme RMX2063 |
Model ID | realme RMX2063 |
Motherboard | atoll |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
---|---|
Size | 7.42 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
311
33.3 IPS |
|
Image Classification (F16)
|
100% |
541
58.0 IPS |
|
Image Classification (I8)
|
80% |
480
51.4 IPS |
|
Image Segmentation (F32)
|
100% |
734
4.53 IPS |
|
Image Segmentation (F16)
|
100% |
1355
8.37 IPS |
|
Image Segmentation (I8)
|
89% |
1212
7.49 IPS |
|
Pose Estimation (F32)
|
100% |
364
1.47 IPS |
|
Pose Estimation (F16)
|
100% |
683
2.76 IPS |
|
Pose Estimation (I8)
|
80% |
684
2.77 IPS |
|
Object Detection (F32)
|
100% |
297
10.4 IPS |
|
Object Detection (F16)
|
99% |
418
14.7 IPS |
|
Object Detection (I8)
|
53% |
381
13.4 IPS |
|
Face Detection (F32)
|
100% |
640
7.35 IPS |
|
Face Detection (F16)
|
97% |
1081
12.4 IPS |
|
Face Detection (I8)
|
76% |
951
10.9 IPS |
|
Text Classification (F32)
|
100% |
250
99.0 IPS |
|
Text Classification (F16)
|
98% |
282
111.7 IPS |
|
Machine Translation (F32)
|
100% |
212
32.7 IPS |
|
Machine Translation (F16)
|
100% |
216
33.3 IPS |