| Upload Date | December 08 2022 09:06 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 11 |
| Model | Google trogdor |
| Model ID | Google trogdor |
| Motherboard | lazor-arc-r |
| CPU Information | |
|---|---|
| Name | Qualcomm ARMv8 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
| Base Frequency | 0 MHz |
| Cluster 1 | 8 Cores @ 0.00 Hz |
| Memory Information | |
|---|---|
| Size | 2.67 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
61
6.50 IPS |
|
|
Image Classification (F16)
|
100% |
61
6.54 IPS |
|
|
Image Classification (I8)
|
81% |
254
27.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
239
1.47 IPS |
|
|
Image Segmentation (F16)
|
100% |
225
1.39 IPS |
|
|
Image Segmentation (I8)
|
89% |
592
3.66 IPS |
|
|
Pose Estimation (F32)
|
100% |
131
0.53 IPS |
|
|
Pose Estimation (F16)
|
100% |
127
0.51 IPS |
|
|
Pose Estimation (I8)
|
80% |
133
0.54 IPS |
|
|
Object Detection (F32)
|
100% |
90
3.15 IPS |
|
|
Object Detection (F16)
|
100% |
86
3.03 IPS |
|
|
Object Detection (I8)
|
52% |
328
11.5 IPS |
|
|
Face Detection (F32)
|
100% |
196
2.26 IPS |
|
|
Face Detection (F16)
|
100% |
225
2.58 IPS |
|
|
Face Detection (I8)
|
75% |
441
5.07 IPS |
|
|
Text Classification (F32)
|
100% |
393
155.4 IPS |
|
|
Text Classification (F16)
|
100% |
102
40.4 IPS |
|
|
Machine Translation (F32)
|
100% |
198
30.6 IPS |
|
|
Machine Translation (F16)
|
100% |
197
30.4 IPS |
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