| Upload Date | December 08 2022 05:04 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 | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
336
36.0 IPS |
|
|
Image Classification (F16)
|
100% |
616
66.0 IPS |
|
|
Image Classification (I8)
|
80% |
545
58.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
723
4.47 IPS |
|
|
Image Segmentation (F16)
|
100% |
1379
8.52 IPS |
|
|
Image Segmentation (I8)
|
89% |
1254
7.75 IPS |
|
|
Pose Estimation (F32)
|
100% |
352
1.42 IPS |
|
|
Pose Estimation (F16)
|
100% |
662
2.68 IPS |
|
|
Pose Estimation (I8)
|
80% |
658
2.66 IPS |
|
|
Object Detection (F32)
|
100% |
245
8.60 IPS |
|
|
Object Detection (F16)
|
99% |
316
11.1 IPS |
|
|
Object Detection (I8)
|
53% |
293
10.3 IPS |
|
|
Face Detection (F32)
|
100% |
657
7.54 IPS |
|
|
Face Detection (F16)
|
97% |
1130
13.0 IPS |
|
|
Face Detection (I8)
|
76% |
1009
11.6 IPS |
|
|
Text Classification (F32)
|
100% |
291
115.2 IPS |
|
|
Text Classification (F16)
|
98% |
354
140.0 IPS |
|
|
Machine Translation (F32)
|
100% |
214
33.0 IPS |
|
|
Machine Translation (F16)
|
100% |
211
32.5 IPS |
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