Upload Date | February 13 2023 01:33 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi 2201117TL |
Model ID | Xiaomi 2201117TL |
Motherboard | spes |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
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Size | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
151
16.2 IPS |
|
Image Classification (F16)
|
100% |
299
32.0 IPS |
|
Image Classification (I8)
|
80% |
266
28.5 IPS |
|
Image Segmentation (F32)
|
100% |
321
1.98 IPS |
|
Image Segmentation (F16)
|
100% |
616
3.81 IPS |
|
Image Segmentation (I8)
|
89% |
567
3.50 IPS |
|
Pose Estimation (F32)
|
100% |
141
0.57 IPS |
|
Pose Estimation (F16)
|
100% |
267
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
262
1.06 IPS |
|
Object Detection (F32)
|
100% |
134
4.71 IPS |
|
Object Detection (F16)
|
99% |
207
7.26 IPS |
|
Object Detection (I8)
|
53% |
188
6.59 IPS |
|
Face Detection (F32)
|
100% |
310
3.57 IPS |
|
Face Detection (F16)
|
97% |
547
6.28 IPS |
|
Face Detection (I8)
|
76% |
490
5.63 IPS |
|
Text Classification (F32)
|
100% |
185
73.0 IPS |
|
Text Classification (F16)
|
98% |
241
95.4 IPS |
|
Machine Translation (F32)
|
100% |
153
23.6 IPS |
|
Machine Translation (F16)
|
100% |
152
23.4 IPS |