User | abufrejoval |
Upload Date | September 23 2024 12:43 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus CPH2449 |
Model ID | OnePlus CPH2449 |
Motherboard | kalama |
Governor | uag |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 14.83 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
119
22.1 IPS |
|
Image Classification (HP)
|
100% |
12385
2.30 KIPS |
|
Image Classification (Q)
|
97% |
31991
5.97 KIPS |
|
Image Segmentation (SP)
|
100% |
158
2.56 IPS |
|
Image Segmentation (HP)
|
100% |
7293
118.2 IPS |
|
Image Segmentation (Q)
|
98% |
19265
313.3 IPS |
|
Pose Estimation (SP)
|
100% |
212
0.25 IPS |
|
Pose Estimation (HP)
|
100% |
70999
82.8 IPS |
|
Pose Estimation (Q)
|
98% |
285671
334.4 IPS |
|
Object Detection (SP)
|
100% |
118
9.34 IPS |
|
Object Detection (HP)
|
100% |
11402
904.4 IPS |
|
Object Detection (Q)
|
86% |
12197
980.7 IPS |
|
Face Detection (SP)
|
100% |
339
4.03 IPS |
|
Face Detection (HP)
|
100% |
22831
271.3 IPS |
|
Face Detection (Q)
|
97% |
73479
876.3 IPS |
|
Depth Estimation (SP)
|
100% |
282
2.17 IPS |
|
Depth Estimation (HP)
|
99% |
42134
324.6 IPS |
|
Depth Estimation (Q)
|
63% |
79554
744.9 IPS |
|
Style Transfer (SP)
|
100% |
513
0.66 IPS |
|
Style Transfer (HP)
|
24% |
2916
88.2 IPS |
|
Style Transfer (Q)
|
98% |
217961
281.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
134
4.97 IPS |
|
Image Super-Resolution (HP)
|
100% |
31248
1.15 KIPS |
|
Image Super-Resolution (Q)
|
97% |
81630
3.02 KIPS |
|
Text Classification (SP)
|
100% |
168
223.6 IPS |
|
Text Classification (HP)
|
100% |
2443
3.26 KIPS |
|
Text Classification (Q)
|
93% |
5349
7.18 KIPS |
|
Machine Translation (SP)
|
100% |
301
5.19 IPS |
|
Machine Translation (HP)
|
100% |
2659
45.8 IPS |
|
Machine Translation (Q)
|
30% |
177
35.5 IPS |