Upload Date | August 25 2024 09:46 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-F9160 |
Model ID | samsung SM-F9160 |
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 @ 3.09 GHz |
Memory Information | |
---|---|
Size | 10.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
340
36.5 IPS |
|
Image Classification (F16)
|
100% |
254
27.2 IPS |
|
Image Classification (I8)
|
81% |
193
20.6 IPS |
|
Image Segmentation (F32)
|
100% |
592
3.66 IPS |
|
Image Segmentation (F16)
|
100% |
581
3.59 IPS |
|
Image Segmentation (I8)
|
89% |
808
4.99 IPS |
|
Pose Estimation (F32)
|
100% |
260
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
260
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
237
0.96 IPS |
|
Object Detection (F32)
|
100% |
556
19.5 IPS |
|
Object Detection (F16)
|
100% |
579
20.3 IPS |
|
Object Detection (I8)
|
52% |
380
13.3 IPS |
|
Face Detection (F32)
|
100% |
561
6.44 IPS |
|
Face Detection (F16)
|
100% |
572
6.58 IPS |
|
Face Detection (I8)
|
75% |
548
6.29 IPS |
|
Text Classification (F32)
|
100% |
354
140.0 IPS |
|
Text Classification (F16)
|
100% |
354
140.2 IPS |
|
Machine Translation (F32)
|
100% |
566
87.2 IPS |
|
Machine Translation (F16)
|
100% |
568
87.6 IPS |