Upload Date | December 09 2022 05:48 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi M2102J20SI |
Model ID | Xiaomi M2102J20SI |
Motherboard | bhima |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
---|---|
Size | 5.37 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
235
25.2 IPS |
|
Image Classification (F16)
|
100% |
234
25.1 IPS |
|
Image Classification (I8)
|
81% |
178
19.0 IPS |
|
Image Segmentation (F32)
|
100% |
468
2.89 IPS |
|
Image Segmentation (F16)
|
100% |
465
2.87 IPS |
|
Image Segmentation (I8)
|
89% |
761
4.70 IPS |
|
Pose Estimation (F32)
|
100% |
207
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
199
0.81 IPS |
|
Pose Estimation (I8)
|
80% |
198
0.80 IPS |
|
Object Detection (F32)
|
100% |
310
10.9 IPS |
|
Object Detection (F16)
|
100% |
304
10.7 IPS |
|
Object Detection (I8)
|
52% |
259
9.10 IPS |
|
Face Detection (F32)
|
100% |
503
5.78 IPS |
|
Face Detection (F16)
|
100% |
496
5.69 IPS |
|
Face Detection (I8)
|
75% |
479
5.50 IPS |
|
Text Classification (F32)
|
100% |
289
114.4 IPS |
|
Text Classification (F16)
|
100% |
288
113.9 IPS |
|
Machine Translation (F32)
|
100% |
380
58.6 IPS |
|
Machine Translation (F16)
|
100% |
381
58.7 IPS |