Upload Date | December 03 2023 09:21 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 9 |
Model | TCL 8051_EEA |
Model ID | TCL 8051_EEA |
Motherboard | ts6710_e37mme_64 |
Governor | interactive |
CPU Information | |
---|---|
Name | ARM MT8167D |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3332 revision 1 |
Base Frequency | 1.30 GHz |
Cluster 1 | 4 Cores @ 1.30 GHz |
Memory Information | |
---|---|
Size | 1.42 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
28
3.02 IPS |
|
Image Classification (F16)
|
100% |
28
3.01 IPS |
|
Image Classification (I8)
|
81% |
83
8.88 IPS |
|
Image Segmentation (F32)
|
100% |
46
0.28 IPS |
|
Image Segmentation (F16)
|
100% |
46
0.28 IPS |
|
Image Segmentation (I8)
|
89% |
146
0.90 IPS |
|
Pose Estimation (F32)
|
100% |
12
0.05 IPS |
|
Pose Estimation (F16)
|
100% |
12
0.05 IPS |
|
Pose Estimation (I8)
|
80% |
29
0.12 IPS |
|
Object Detection (F32)
|
100% |
38
1.34 IPS |
|
Object Detection (F16)
|
100% |
38
1.33 IPS |
|
Object Detection (I8)
|
52% |
85
3.00 IPS |
|
Face Detection (F32)
|
100% |
54
0.62 IPS |
|
Face Detection (F16)
|
100% |
53
0.61 IPS |
|
Face Detection (I8)
|
75% |
126
1.45 IPS |
|
Text Classification (F32)
|
100% |
25
9.99 IPS |
|
Text Classification (F16)
|
100% |
27
10.8 IPS |
|
Machine Translation (F32)
|
100% |
11
1.72 IPS |
|
Machine Translation (F16)
|
100% |
11
1.72 IPS |