Upload Date | September 26 2022 04:04 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi 2201117TG |
Model ID | Xiaomi 2201117TG |
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 | |
---|---|
Size | 5.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
150
16.1 IPS |
|
Image Classification (F16)
|
100% |
304
32.6 IPS |
|
Image Classification (I8)
|
80% |
271
29.0 IPS |
|
Image Segmentation (F32)
|
100% |
312
1.93 IPS |
|
Image Segmentation (F16)
|
100% |
614
3.79 IPS |
|
Image Segmentation (I8)
|
89% |
571
3.53 IPS |
|
Pose Estimation (F32)
|
100% |
135
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
255
1.03 IPS |
|
Pose Estimation (I8)
|
80% |
254
1.03 IPS |
|
Object Detection (F32)
|
100% |
142
4.98 IPS |
|
Object Detection (F16)
|
99% |
228
8.02 IPS |
|
Object Detection (I8)
|
53% |
216
7.58 IPS |
|
Face Detection (F32)
|
100% |
307
3.53 IPS |
|
Face Detection (F16)
|
97% |
554
6.37 IPS |
|
Face Detection (I8)
|
76% |
516
5.93 IPS |
|
Text Classification (F32)
|
100% |
210
82.9 IPS |
|
Text Classification (F16)
|
98% |
285
112.6 IPS |
|
Machine Translation (F32)
|
100% |
95
14.6 IPS |
|
Machine Translation (F16)
|
100% |
88
13.6 IPS |