Upload Date | November 06 2021 05:33 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | samsung SC-51B |
Model ID | samsung SC-51B |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
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 | 7.19 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
405
43.4 IPS |
|
Image Classification (F16)
|
100% |
318
34.1 IPS |
|
Image Classification (I8)
|
81% |
184
19.7 IPS |
|
Image Segmentation (F32)
|
100% |
616
3.80 IPS |
|
Image Segmentation (F16)
|
100% |
587
3.63 IPS |
|
Image Segmentation (I8)
|
89% |
866
5.35 IPS |
|
Pose Estimation (F32)
|
100% |
285
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
275
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
255
1.03 IPS |
|
Object Detection (F32)
|
100% |
329
11.6 IPS |
|
Object Detection (F16)
|
100% |
344
12.1 IPS |
|
Object Detection (I8)
|
52% |
225
7.91 IPS |
|
Face Detection (F32)
|
100% |
571
6.56 IPS |
|
Face Detection (F16)
|
100% |
582
6.69 IPS |
|
Face Detection (I8)
|
75% |
445
5.12 IPS |
|
Text Classification (F32)
|
100% |
329
129.9 IPS |
|
Text Classification (F16)
|
100% |
328
129.9 IPS |
|
Machine Translation (F32)
|
100% |
647
99.6 IPS |
|
Machine Translation (F16)
|
100% |
648
99.8 IPS |