Upload Date | August 08 2023 10:13 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | vivo V2243A |
Model ID | vivo V2243A |
Motherboard | kalama |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.10 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1727
185.1 IPS |
|
Image Classification (F16)
|
100% |
2563
274.6 IPS |
|
Image Classification (I8)
|
80% |
2334
250.0 IPS |
|
Image Segmentation (F32)
|
100% |
5056
31.2 IPS |
|
Image Segmentation (F16)
|
100% |
8297
51.2 IPS |
|
Image Segmentation (I8)
|
89% |
9401
58.1 IPS |
|
Pose Estimation (F32)
|
100% |
2567
10.4 IPS |
|
Pose Estimation (F16)
|
100% |
4757
19.2 IPS |
|
Pose Estimation (I8)
|
80% |
4751
19.2 IPS |
|
Object Detection (F32)
|
100% |
808
28.3 IPS |
|
Object Detection (F16)
|
99% |
983
34.5 IPS |
|
Object Detection (I8)
|
53% |
979
34.4 IPS |
|
Face Detection (F32)
|
100% |
3692
42.4 IPS |
|
Face Detection (F16)
|
97% |
6151
70.7 IPS |
|
Face Detection (I8)
|
75% |
4979
57.2 IPS |
|
Text Classification (F32)
|
100% |
714
282.3 IPS |
|
Text Classification (F16)
|
98% |
827
327.1 IPS |
|
Machine Translation (F32)
|
100% |
1112
171.4 IPS |
|
Machine Translation (F16)
|
100% |
1105
170.2 IPS |