Upload Date | March 03 2023 05:20 PM |
Views | 39 |
System Information | |
---|---|
Operating System | Android 12 |
Model | HMD Global Dragon |
Model ID | HMD Global Dragon |
Motherboard | Dragon |
CPU Information | |
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Name | ARM MT6762V/CA |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 1.50 GHz |
Cluster 2 | 4 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 2.75 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
46
4.95 IPS |
|
Image Classification (F16)
|
100% |
40
4.29 IPS |
|
Image Classification (I8)
|
81% |
202
21.7 IPS |
|
Image Segmentation (F32)
|
100% |
98
0.61 IPS |
|
Image Segmentation (F16)
|
100% |
98
0.60 IPS |
|
Image Segmentation (I8)
|
89% |
358
2.21 IPS |
|
Pose Estimation (F32)
|
100% |
57
0.23 IPS |
|
Pose Estimation (F16)
|
100% |
57
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
97
0.39 IPS |
|
Object Detection (F32)
|
100% |
59
2.07 IPS |
|
Object Detection (F16)
|
100% |
57
2.00 IPS |
|
Object Detection (I8)
|
52% |
191
6.69 IPS |
|
Face Detection (F32)
|
100% |
97
1.11 IPS |
|
Face Detection (F16)
|
100% |
85
0.97 IPS |
|
Face Detection (I8)
|
75% |
297
3.41 IPS |
|
Text Classification (F32)
|
100% |
57
22.5 IPS |
|
Text Classification (F16)
|
100% |
57
22.6 IPS |
|
Machine Translation (F32)
|
100% |
10
1.48 IPS |
|
Machine Translation (F16)
|
100% |
11
1.64 IPS |