User | ZeroMaximusCool2010 |
Upload Date | November 24 2022 06:40 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy S21 Ultra 5G |
Model ID | samsung SM-G998U |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM SM8350 |
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 | 13.96 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
462
49.5 IPS |
|
Image Classification (F16)
|
100% |
379
40.6 IPS |
|
Image Classification (I8)
|
81% |
241
25.9 IPS |
|
Image Segmentation (F32)
|
100% |
656
4.05 IPS |
|
Image Segmentation (F16)
|
100% |
618
3.82 IPS |
|
Image Segmentation (I8)
|
89% |
837
5.17 IPS |
|
Pose Estimation (F32)
|
100% |
279
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
263
1.06 IPS |
|
Pose Estimation (I8)
|
80% |
201
0.81 IPS |
|
Object Detection (F32)
|
100% |
304
10.7 IPS |
|
Object Detection (F16)
|
100% |
317
11.1 IPS |
|
Object Detection (I8)
|
52% |
271
9.49 IPS |
|
Face Detection (F32)
|
100% |
520
5.97 IPS |
|
Face Detection (F16)
|
100% |
548
6.29 IPS |
|
Face Detection (I8)
|
75% |
456
5.24 IPS |
|
Text Classification (F32)
|
100% |
414
163.9 IPS |
|
Text Classification (F16)
|
100% |
406
160.7 IPS |
|
Machine Translation (F32)
|
100% |
486
74.9 IPS |
|
Machine Translation (F16)
|
100% |
481
74.2 IPS |