Upload Date | August 31 2022 11:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Sony XQ-CT54 |
Model ID | Sony XQ-CT54 |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.81 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
464
49.7 IPS |
|
Image Classification (F16)
|
100% |
455
48.8 IPS |
|
Image Classification (I8)
|
81% |
190
20.3 IPS |
|
Image Segmentation (F32)
|
100% |
713
4.41 IPS |
|
Image Segmentation (F16)
|
100% |
719
4.44 IPS |
|
Image Segmentation (I8)
|
89% |
791
4.89 IPS |
|
Pose Estimation (F32)
|
100% |
288
1.17 IPS |
|
Pose Estimation (F16)
|
100% |
278
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
Object Detection (F32)
|
100% |
495
17.4 IPS |
|
Object Detection (F16)
|
100% |
503
17.7 IPS |
|
Object Detection (I8)
|
52% |
284
9.98 IPS |
|
Face Detection (F32)
|
100% |
778
8.94 IPS |
|
Face Detection (F16)
|
100% |
775
8.91 IPS |
|
Face Detection (I8)
|
75% |
499
5.73 IPS |
|
Text Classification (F32)
|
100% |
339
134.1 IPS |
|
Text Classification (F16)
|
100% |
343
135.7 IPS |
|
Machine Translation (F32)
|
100% |
920
141.8 IPS |
|
Machine Translation (F16)
|
100% |
920
141.8 IPS |