Upload Date | September 27 2024 01:04 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-X916B |
Model ID | samsung SM-X916B |
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 | 10.94 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
583
62.5 IPS |
|
Image Classification (F16)
|
100% |
589
63.2 IPS |
|
Image Classification (I8)
|
81% |
236
25.3 IPS |
|
Image Segmentation (F32)
|
100% |
950
5.87 IPS |
|
Image Segmentation (F16)
|
100% |
941
5.81 IPS |
|
Image Segmentation (I8)
|
89% |
1088
6.72 IPS |
|
Pose Estimation (F32)
|
100% |
446
1.80 IPS |
|
Pose Estimation (F16)
|
100% |
420
1.70 IPS |
|
Pose Estimation (I8)
|
80% |
294
1.19 IPS |
|
Object Detection (F32)
|
100% |
634
22.3 IPS |
|
Object Detection (F16)
|
100% |
631
22.1 IPS |
|
Object Detection (I8)
|
52% |
388
13.6 IPS |
|
Face Detection (F32)
|
100% |
1042
12.0 IPS |
|
Face Detection (F16)
|
100% |
1049
12.1 IPS |
|
Face Detection (I8)
|
75% |
690
7.93 IPS |
|
Text Classification (F32)
|
100% |
370
146.5 IPS |
|
Text Classification (F16)
|
100% |
412
162.8 IPS |
|
Machine Translation (F32)
|
100% |
1188
183.1 IPS |
|
Machine Translation (F16)
|
100% |
1179
181.7 IPS |