Upload Date | February 02 2025 12:51 AM |
Views | 4 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
566
60.7 IPS |
|
Image Classification (F16)
|
100% |
550
58.9 IPS |
|
Image Classification (I8)
|
81% |
232
24.8 IPS |
|
Image Segmentation (F32)
|
100% |
883
5.45 IPS |
|
Image Segmentation (F16)
|
100% |
877
5.42 IPS |
|
Image Segmentation (I8)
|
89% |
1070
6.61 IPS |
|
Pose Estimation (F32)
|
100% |
391
1.58 IPS |
|
Pose Estimation (F16)
|
100% |
381
1.54 IPS |
|
Pose Estimation (I8)
|
80% |
275
1.11 IPS |
|
Object Detection (F32)
|
100% |
861
30.2 IPS |
|
Object Detection (F16)
|
100% |
866
30.4 IPS |
|
Object Detection (I8)
|
52% |
395
13.9 IPS |
|
Face Detection (F32)
|
100% |
968
11.1 IPS |
|
Face Detection (F16)
|
100% |
963
11.1 IPS |
|
Face Detection (I8)
|
75% |
612
7.03 IPS |
|
Text Classification (F32)
|
100% |
396
156.5 IPS |
|
Text Classification (F16)
|
100% |
395
156.3 IPS |
|
Machine Translation (F32)
|
100% |
1112
171.4 IPS |
|
Machine Translation (F16)
|
100% |
1111
171.2 IPS |