User | Mansur892 |
Upload Date | December 08 2022 08:27 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-A236E |
Model ID | samsung SM-A236E |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 3.38 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
185
19.8 IPS |
|
Image Classification (F16)
|
100% |
174
18.6 IPS |
|
Image Classification (I8)
|
81% |
201
21.5 IPS |
|
Image Segmentation (F32)
|
100% |
380
2.35 IPS |
|
Image Segmentation (F16)
|
100% |
379
2.34 IPS |
|
Image Segmentation (I8)
|
89% |
379
2.34 IPS |
|
Pose Estimation (F32)
|
100% |
129
0.52 IPS |
|
Pose Estimation (F16)
|
100% |
132
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
61
0.24 IPS |
|
Object Detection (F32)
|
100% |
242
8.50 IPS |
|
Object Detection (F16)
|
100% |
235
8.24 IPS |
|
Object Detection (I8)
|
52% |
247
8.68 IPS |
|
Face Detection (F32)
|
100% |
326
3.74 IPS |
|
Face Detection (F16)
|
100% |
318
3.66 IPS |
|
Face Detection (I8)
|
75% |
299
3.43 IPS |
|
Text Classification (F32)
|
100% |
473
187.0 IPS |
|
Text Classification (F16)
|
100% |
470
185.8 IPS |
|
Machine Translation (F32)
|
100% |
329
50.7 IPS |
|
Machine Translation (F16)
|
100% |
327
50.4 IPS |