Upload Date | May 16 2022 10:43 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | vivo I2019 |
Model ID | vivo I2019 |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
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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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
800
85.8 IPS |
|
Image Classification (F16)
|
100% |
1225
131.3 IPS |
|
Image Classification (I8)
|
80% |
1061
113.7 IPS |
|
Image Segmentation (F32)
|
100% |
1968
12.2 IPS |
|
Image Segmentation (F16)
|
100% |
3316
20.5 IPS |
|
Image Segmentation (I8)
|
89% |
3281
20.3 IPS |
|
Pose Estimation (F32)
|
100% |
880
3.56 IPS |
|
Pose Estimation (F16)
|
100% |
1659
6.71 IPS |
|
Pose Estimation (I8)
|
80% |
1652
6.69 IPS |
|
Object Detection (F32)
|
100% |
448
15.7 IPS |
|
Object Detection (F16)
|
99% |
534
18.8 IPS |
|
Object Detection (I8)
|
53% |
539
18.9 IPS |
|
Face Detection (F32)
|
100% |
1435
16.5 IPS |
|
Face Detection (F16)
|
97% |
2585
29.7 IPS |
|
Face Detection (I8)
|
75% |
2272
26.1 IPS |
|
Text Classification (F32)
|
100% |
489
193.5 IPS |
|
Text Classification (F16)
|
98% |
585
231.2 IPS |
|
Machine Translation (F32)
|
100% |
544
83.9 IPS |
|
Machine Translation (F16)
|
100% |
602
92.8 IPS |