Upload Date | September 29 2023 01:45 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | HUAWEI DCO-LX9 |
Model ID | HUAWEI DCO-LX9 |
Motherboard | DCO |
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 | 7.07 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
398
42.7 IPS |
|
Image Classification (F16)
|
100% |
335
35.9 IPS |
|
Image Classification (I8)
|
81% |
316
33.8 IPS |
|
Image Segmentation (F32)
|
100% |
581
3.59 IPS |
|
Image Segmentation (F16)
|
100% |
572
3.54 IPS |
|
Image Segmentation (I8)
|
89% |
577
3.56 IPS |
|
Pose Estimation (F32)
|
100% |
247
1.00 IPS |
|
Pose Estimation (F16)
|
100% |
248
1.00 IPS |
|
Pose Estimation (I8)
|
80% |
100
0.41 IPS |
|
Object Detection (F32)
|
100% |
387
13.6 IPS |
|
Object Detection (F16)
|
100% |
375
13.2 IPS |
|
Object Detection (I8)
|
52% |
350
12.3 IPS |
|
Face Detection (F32)
|
100% |
568
6.53 IPS |
|
Face Detection (F16)
|
100% |
566
6.50 IPS |
|
Face Detection (I8)
|
75% |
428
4.91 IPS |
|
Text Classification (F32)
|
100% |
808
319.5 IPS |
|
Text Classification (F16)
|
100% |
808
319.4 IPS |
|
Machine Translation (F32)
|
100% |
681
104.9 IPS |
|
Machine Translation (F16)
|
100% |
688
106.0 IPS |