Upload Date | July 22 2021 09:21 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus LE2120 |
Model ID | OnePlus LE2120 |
Motherboard | lahaina |
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 3396 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 @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.12 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
345
36.9 IPS |
|
Image Classification (F16)
|
100% |
289
30.9 IPS |
|
Image Classification (I8)
|
81% |
194
20.8 IPS |
|
Image Segmentation (F32)
|
100% |
531
3.28 IPS |
|
Image Segmentation (F16)
|
100% |
580
3.58 IPS |
|
Image Segmentation (I8)
|
89% |
770
4.75 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
278
1.13 IPS |
|
Pose Estimation (I8)
|
80% |
188
0.76 IPS |
|
Object Detection (F32)
|
100% |
397
13.9 IPS |
|
Object Detection (F16)
|
100% |
365
12.8 IPS |
|
Object Detection (I8)
|
52% |
271
9.51 IPS |
|
Face Detection (F32)
|
100% |
557
6.40 IPS |
|
Face Detection (F16)
|
100% |
569
6.54 IPS |
|
Face Detection (I8)
|
75% |
466
5.36 IPS |
|
Text Classification (F32)
|
100% |
315
124.7 IPS |
|
Text Classification (F16)
|
100% |
306
121.1 IPS |
|
Machine Translation (F32)
|
100% |
656
101.1 IPS |
|
Machine Translation (F16)
|
100% |
654
100.8 IPS |