Upload Date | October 04 2023 09:04 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Lenovo TB320FC |
Model ID | Lenovo TB320FC |
Motherboard | taro |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 4 Cores @ 2.02 GHz |
Cluster 2 | 3 Cores @ 2.75 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.96 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1813
194.2 IPS |
|
Image Classification (F16)
|
100% |
2658
284.8 IPS |
|
Image Classification (I8)
|
80% |
2453
262.9 IPS |
|
Image Segmentation (F32)
|
100% |
4502
27.8 IPS |
|
Image Segmentation (F16)
|
100% |
8122
50.2 IPS |
|
Image Segmentation (I8)
|
89% |
8737
54.0 IPS |
|
Pose Estimation (F32)
|
100% |
2147
8.69 IPS |
|
Pose Estimation (F16)
|
100% |
4076
16.5 IPS |
|
Pose Estimation (I8)
|
80% |
4050
16.4 IPS |
|
Object Detection (F32)
|
100% |
722
25.3 IPS |
|
Object Detection (F16)
|
99% |
904
31.7 IPS |
|
Object Detection (I8)
|
53% |
965
33.9 IPS |
|
Face Detection (F32)
|
100% |
2986
34.3 IPS |
|
Face Detection (F16)
|
97% |
5421
62.3 IPS |
|
Face Detection (I8)
|
75% |
4561
52.4 IPS |
|
Text Classification (F32)
|
100% |
865
342.0 IPS |
|
Text Classification (F16)
|
98% |
1001
396.0 IPS |
|
Machine Translation (F32)
|
100% |
1100
169.6 IPS |
|
Machine Translation (F16)
|
100% |
1098
169.1 IPS |