User | BulbousSum |
Upload Date | February 23 2025 09:09 AM |
Views | 7 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei Nexus 6P |
Model ID | Huawei Nexus 6P |
Motherboard | angler |
Governor | interactive |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3335 revision 1 |
Base Frequency | 1.56 GHz |
Cluster 1 | 4 Cores @ 1.56 GHz |
Cluster 2 | 4 Cores @ 1.96 GHz |
Memory Information | |
---|---|
Size | 2.73 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
56
6.05 IPS |
|
Image Classification (F16)
|
100% |
54
5.83 IPS |
|
Image Classification (I8)
|
81% |
84
8.96 IPS |
|
Image Segmentation (F32)
|
100% |
127
0.78 IPS |
|
Image Segmentation (F16)
|
100% |
130
0.80 IPS |
|
Image Segmentation (I8)
|
89% |
350
2.16 IPS |
|
Pose Estimation (F32)
|
100% |
41
0.17 IPS |
|
Pose Estimation (F16)
|
100% |
37
0.15 IPS |
|
Pose Estimation (I8)
|
80% |
66
0.27 IPS |
|
Object Detection (F32)
|
100% |
86
3.02 IPS |
|
Object Detection (F16)
|
100% |
85
2.97 IPS |
|
Object Detection (I8)
|
52% |
113
3.98 IPS |
|
Face Detection (F32)
|
100% |
131
1.50 IPS |
|
Face Detection (F16)
|
100% |
121
1.39 IPS |
|
Face Detection (I8)
|
75% |
174
2.00 IPS |
|
Text Classification (F32)
|
100% |
69
27.2 IPS |
|
Text Classification (F16)
|
100% |
75
29.8 IPS |
|
Machine Translation (F32)
|
100% |
59
9.03 IPS |
|
Machine Translation (F16)
|
100% |
59
9.13 IPS |