Upload Date | February 15 2023 02:20 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi 2201117TL |
Model ID | Xiaomi 2201117TL |
Motherboard | spes |
Governor | schedutil |
CPU Information | |
---|---|
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 | 3.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
140
15.0 IPS |
|
Image Classification (F16)
|
100% |
142
15.2 IPS |
|
Image Classification (I8)
|
81% |
276
29.6 IPS |
|
Image Segmentation (F32)
|
100% |
243
1.50 IPS |
|
Image Segmentation (F16)
|
100% |
247
1.53 IPS |
|
Image Segmentation (I8)
|
89% |
566
3.50 IPS |
|
Pose Estimation (F32)
|
100% |
108
0.44 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
171
0.69 IPS |
|
Object Detection (F32)
|
100% |
197
6.91 IPS |
|
Object Detection (F16)
|
100% |
187
6.56 IPS |
|
Object Detection (I8)
|
52% |
296
10.4 IPS |
|
Face Detection (F32)
|
100% |
240
2.75 IPS |
|
Face Detection (F16)
|
100% |
243
2.79 IPS |
|
Face Detection (I8)
|
75% |
457
5.25 IPS |
|
Text Classification (F32)
|
100% |
141
55.8 IPS |
|
Text Classification (F16)
|
100% |
142
56.1 IPS |
|
Machine Translation (F32)
|
100% |
146
22.5 IPS |
|
Machine Translation (F16)
|
100% |
148
22.9 IPS |