Upload Date | September 28 2021 07:54 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | samsung SM-A725F |
Model ID | samsung SM-A725F |
Motherboard | atoll |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
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Size | 7.31 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
316
33.9 IPS |
|
Image Classification (F16)
|
100% |
566
60.7 IPS |
|
Image Classification (I8)
|
80% |
509
54.6 IPS |
|
Image Segmentation (F32)
|
100% |
745
4.60 IPS |
|
Image Segmentation (F16)
|
100% |
1395
8.62 IPS |
|
Image Segmentation (I8)
|
89% |
1239
7.65 IPS |
|
Pose Estimation (F32)
|
100% |
358
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
684
2.77 IPS |
|
Pose Estimation (I8)
|
80% |
681
2.76 IPS |
|
Object Detection (F32)
|
100% |
189
6.65 IPS |
|
Object Detection (F16)
|
99% |
255
8.94 IPS |
|
Object Detection (I8)
|
53% |
251
8.80 IPS |
|
Face Detection (F32)
|
100% |
652
7.49 IPS |
|
Face Detection (F16)
|
97% |
1095
12.6 IPS |
|
Face Detection (I8)
|
76% |
934
10.7 IPS |
|
Text Classification (F32)
|
100% |
240
94.9 IPS |
|
Text Classification (F16)
|
98% |
283
111.9 IPS |
|
Machine Translation (F32)
|
100% |
200
30.9 IPS |
|
Machine Translation (F16)
|
100% |
202
31.1 IPS |