Upload Date | February 02 2025 12:48 AM |
Views | 5 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Lenovo Lenovo L71091 |
Model ID | Lenovo Lenovo L71091 |
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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1752
187.7 IPS |
|
Image Classification (F16)
|
100% |
2579
276.3 IPS |
|
Image Classification (I8)
|
80% |
2430
260.4 IPS |
|
Image Segmentation (F32)
|
100% |
4586
28.3 IPS |
|
Image Segmentation (F16)
|
100% |
7905
48.8 IPS |
|
Image Segmentation (I8)
|
89% |
7171
44.3 IPS |
|
Pose Estimation (F32)
|
100% |
2167
8.77 IPS |
|
Pose Estimation (F16)
|
100% |
4154
16.8 IPS |
|
Pose Estimation (I8)
|
80% |
4135
16.7 IPS |
|
Object Detection (F32)
|
100% |
1368
48.0 IPS |
|
Object Detection (F16)
|
99% |
1876
65.8 IPS |
|
Object Detection (I8)
|
53% |
1883
66.1 IPS |
|
Face Detection (F32)
|
100% |
3006
34.5 IPS |
|
Face Detection (F16)
|
97% |
5454
62.7 IPS |
|
Face Detection (I8)
|
75% |
4685
53.8 IPS |
|
Text Classification (F32)
|
100% |
851
336.7 IPS |
|
Text Classification (F16)
|
98% |
961
380.1 IPS |
|
Machine Translation (F32)
|
100% |
1110
171.1 IPS |
|
Machine Translation (F16)
|
100% |
1112
171.5 IPS |