Upload Date | December 09 2022 04:23 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | vivo I2202 |
Model ID | vivo I2202 |
Motherboard | kona |
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 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.42 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
378
40.5 IPS |
|
Image Classification (I8)
|
81% |
209
22.4 IPS |
|
Image Segmentation (F32)
|
100% |
551
3.40 IPS |
|
Image Segmentation (F16)
|
100% |
534
3.30 IPS |
|
Image Segmentation (I8)
|
89% |
813
5.02 IPS |
|
Pose Estimation (F32)
|
100% |
259
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.07 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
319
11.2 IPS |
|
Object Detection (F16)
|
100% |
320
11.2 IPS |
|
Object Detection (I8)
|
52% |
263
9.25 IPS |
|
Face Detection (F32)
|
100% |
521
5.99 IPS |
|
Face Detection (F16)
|
100% |
522
6.00 IPS |
|
Face Detection (I8)
|
75% |
441
5.07 IPS |
|
Text Classification (F32)
|
100% |
363
143.5 IPS |
|
Text Classification (F16)
|
100% |
355
140.5 IPS |
|
Machine Translation (F32)
|
100% |
602
92.8 IPS |
|
Machine Translation (F16)
|
100% |
599
92.3 IPS |