Upload Date | September 04 2024 10:50 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | HUAWEI MAO-LX9 |
Model ID | HUAWEI MAO-LX9 |
Motherboard | MAO |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.47 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
20
3.78 IPS |
|
Image Classification (F16)
|
100% |
20
3.77 IPS |
|
Image Classification (I8)
|
97% |
35
6.58 IPS |
|
Image Segmentation (F32)
|
100% |
27
0.45 IPS |
|
Image Segmentation (F16)
|
100% |
28
0.47 IPS |
|
Image Segmentation (I8)
|
98% |
40
0.66 IPS |
|
Pose Estimation (F32)
|
100% |
40
0.05 IPS |
|
Pose Estimation (F16)
|
100% |
40
0.05 IPS |
|
Pose Estimation (I8)
|
100% |
69
0.08 IPS |
|
Object Detection (F32)
|
100% |
22
1.61 IPS |
|
Object Detection (F16)
|
100% |
22
1.62 IPS |
|
Object Detection (I8)
|
61% |
38
2.84 IPS |
|
Face Detection (F32)
|
100% |
50
0.59 IPS |
|
Face Detection (F16)
|
100% |
50
0.59 IPS |
|
Face Detection (I8)
|
86% |
91
1.08 IPS |
|
Depth Estimation (F32)
|
100% |
47
0.37 IPS |
|
Depth Estimation (F16)
|
100% |
47
0.36 IPS |
|
Depth Estimation (I8)
|
95% |
84
0.65 IPS |
|
Style Transfer (F32)
|
100% |
83
0.11 IPS |
|
Style Transfer (F16)
|
100% |
84
0.11 IPS |
|
Style Transfer (I8)
|
98% |
161
0.21 IPS |
|
Image Super-Resolution (F32)
|
100% |
26
0.92 IPS |
|
Image Super-Resolution (F16)
|
100% |
26
0.92 IPS |
|
Image Super-Resolution (I8)
|
98% |
46
1.64 IPS |
|
Text Classification (F32)
|
100% |
26
38.0 IPS |
|
Text Classification (F16)
|
100% |
27
38.1 IPS |
|
Text Classification (I8)
|
92% |
38
55.0 IPS |
|
Machine Translation (F32)
|
100% |
51
0.94 IPS |
|
Machine Translation (F16)
|
100% |
51
0.94 IPS |
|
Machine Translation (I8)
|
64% |
57
1.05 IPS |