Upload Date | September 28 2023 10:19 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 10 |
Model | FUJITSU 801FJ |
Model ID | FUJITSU 801FJ |
Motherboard | SBM801FJ |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 1.80 GHz |
Cluster 1 | 8 Cores @ 1.80 GHz |
Memory Information | |
---|---|
Size | 2.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
57
6.11 IPS |
|
Image Classification (F16)
|
100% |
57
6.06 IPS |
|
Image Classification (I8)
|
81% |
242
25.9 IPS |
|
Image Segmentation (F32)
|
100% |
107
0.66 IPS |
|
Image Segmentation (F16)
|
100% |
106
0.66 IPS |
|
Image Segmentation (I8)
|
89% |
471
2.91 IPS |
|
Pose Estimation (F32)
|
100% |
57
0.23 IPS |
|
Pose Estimation (F16)
|
100% |
49
0.20 IPS |
|
Pose Estimation (I8)
|
80% |
77
0.31 IPS |
|
Object Detection (F32)
|
100% |
85
2.97 IPS |
|
Object Detection (F16)
|
100% |
85
2.99 IPS |
|
Object Detection (I8)
|
52% |
215
7.55 IPS |
|
Face Detection (F32)
|
100% |
119
1.37 IPS |
|
Face Detection (F16)
|
100% |
118
1.35 IPS |
|
Face Detection (I8)
|
75% |
189
2.17 IPS |
|
Text Classification (F32)
|
100% |
57
22.7 IPS |
|
Text Classification (F16)
|
100% |
57
22.7 IPS |
|
Machine Translation (F32)
|
100% |
15
2.29 IPS |
|
Machine Translation (F16)
|
100% |
15
2.30 IPS |