Upload Date | September 30 2022 02:52 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-A236B |
Model ID | samsung SM-A236B |
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% |
176
18.9 IPS |
|
Image Classification (F16)
|
100% |
169
18.1 IPS |
|
Image Classification (I8)
|
81% |
201
21.5 IPS |
|
Image Segmentation (F32)
|
100% |
378
2.33 IPS |
|
Image Segmentation (F16)
|
100% |
378
2.33 IPS |
|
Image Segmentation (I8)
|
89% |
380
2.35 IPS |
|
Pose Estimation (F32)
|
100% |
131
0.53 IPS |
|
Pose Estimation (F16)
|
100% |
128
0.52 IPS |
|
Pose Estimation (I8)
|
80% |
60
0.24 IPS |
|
Object Detection (F32)
|
100% |
236
8.27 IPS |
|
Object Detection (F16)
|
100% |
230
8.07 IPS |
|
Object Detection (I8)
|
52% |
247
8.68 IPS |
|
Face Detection (F32)
|
100% |
319
3.66 IPS |
|
Face Detection (F16)
|
100% |
317
3.64 IPS |
|
Face Detection (I8)
|
75% |
299
3.44 IPS |
|
Text Classification (F32)
|
100% |
480
189.9 IPS |
|
Text Classification (F16)
|
100% |
478
188.9 IPS |
|
Machine Translation (F32)
|
100% |
335
51.6 IPS |
|
Machine Translation (F16)
|
100% |
339
52.2 IPS |
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