Upload Date | October 10 2024 03:26 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | samsung SM-S918B |
Model ID | samsung SM-S918B |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.36 GHz |
Memory Information | |
---|---|
Size | 10.77 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
585
62.7 IPS |
|
Image Classification (F16)
|
100% |
581
62.3 IPS |
|
Image Classification (I8)
|
81% |
219
23.5 IPS |
|
Image Segmentation (F32)
|
100% |
972
6.00 IPS |
|
Image Segmentation (F16)
|
100% |
964
5.96 IPS |
|
Image Segmentation (I8)
|
89% |
1076
6.64 IPS |
|
Pose Estimation (F32)
|
100% |
404
1.63 IPS |
|
Pose Estimation (F16)
|
100% |
392
1.59 IPS |
|
Pose Estimation (I8)
|
80% |
301
1.22 IPS |
|
Object Detection (F32)
|
100% |
607
21.3 IPS |
|
Object Detection (F16)
|
100% |
609
21.4 IPS |
|
Object Detection (I8)
|
52% |
438
15.4 IPS |
|
Face Detection (F32)
|
100% |
1037
11.9 IPS |
|
Face Detection (F16)
|
100% |
1039
11.9 IPS |
|
Face Detection (I8)
|
75% |
672
7.72 IPS |
|
Text Classification (F32)
|
100% |
381
150.6 IPS |
|
Text Classification (F16)
|
100% |
415
164.0 IPS |
|
Machine Translation (F32)
|
100% |
1185
182.6 IPS |
|
Machine Translation (F16)
|
100% |
1161
179.0 IPS |