| Upload Date | December 08 2022 05:09 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| Model | Xiaomi Redmi K30 |
| Model ID | Xiaomi Redmi K30 |
| Motherboard | phoenix |
| 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 | 1.80 GHz |
| Cluster 1 | 6 Cores @ 1.80 GHz |
| Cluster 2 | 2 Cores @ 2.21 GHz |
| Memory Information | |
|---|---|
| Size | 5.44 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
147
15.7 IPS |
|
|
Image Classification (F16)
|
100% |
146
15.6 IPS |
|
|
Image Classification (I8)
|
81% |
203
21.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
332
2.05 IPS |
|
|
Image Segmentation (F16)
|
100% |
311
1.92 IPS |
|
|
Image Segmentation (I8)
|
89% |
590
3.65 IPS |
|
|
Pose Estimation (F32)
|
100% |
139
0.56 IPS |
|
|
Pose Estimation (F16)
|
100% |
138
0.56 IPS |
|
|
Pose Estimation (I8)
|
80% |
143
0.58 IPS |
|
|
Object Detection (F32)
|
100% |
161
5.66 IPS |
|
|
Object Detection (F16)
|
100% |
171
5.99 IPS |
|
|
Object Detection (I8)
|
52% |
276
9.69 IPS |
|
|
Face Detection (F32)
|
100% |
303
3.48 IPS |
|
|
Face Detection (F16)
|
100% |
306
3.51 IPS |
|
|
Face Detection (I8)
|
75% |
449
5.16 IPS |
|
|
Text Classification (F32)
|
100% |
232
91.9 IPS |
|
|
Text Classification (F16)
|
100% |
226
89.3 IPS |
|
|
Machine Translation (F32)
|
100% |
204
31.4 IPS |
|
|
Machine Translation (F16)
|
100% |
201
31.0 IPS |
Compare
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