Upload Date | May 16 2022 10:35 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | vivo I2019 |
Model ID | vivo I2019 |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.16 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
261
28.0 IPS |
|
Image Classification (I8)
|
81% |
195
20.9 IPS |
|
Image Segmentation (F32)
|
100% |
551
3.40 IPS |
|
Image Segmentation (F16)
|
100% |
518
3.20 IPS |
|
Image Segmentation (I8)
|
89% |
645
3.98 IPS |
|
Pose Estimation (F32)
|
100% |
257
1.04 IPS |
|
Pose Estimation (F16)
|
100% |
256
1.04 IPS |
|
Pose Estimation (I8)
|
80% |
157
0.63 IPS |
|
Object Detection (F32)
|
100% |
289
10.2 IPS |
|
Object Detection (F16)
|
100% |
302
10.6 IPS |
|
Object Detection (I8)
|
52% |
253
8.87 IPS |
|
Face Detection (F32)
|
100% |
478
5.49 IPS |
|
Face Detection (F16)
|
100% |
472
5.43 IPS |
|
Face Detection (I8)
|
75% |
430
4.94 IPS |
|
Text Classification (F32)
|
100% |
293
116.0 IPS |
|
Text Classification (F16)
|
100% |
293
116.0 IPS |
|
Machine Translation (F32)
|
100% |
535
82.4 IPS |
|
Machine Translation (F16)
|
100% |
586
90.4 IPS |