User | taruntom1 |
Upload Date | November 16 2024 05:36 AM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus CPH2447 |
Model ID | OnePlus CPH2447 |
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% |
201
37.4 IPS |
|
Image Classification (HP)
|
100% |
12888
2.40 KIPS |
|
Image Classification (Q)
|
97% |
32222
6.01 KIPS |
|
Image Segmentation (SP)
|
100% |
214
3.46 IPS |
|
Image Segmentation (HP)
|
100% |
7715
125.1 IPS |
|
Image Segmentation (Q)
|
98% |
19391
315.3 IPS |
|
Pose Estimation (SP)
|
100% |
310
0.36 IPS |
|
Pose Estimation (HP)
|
100% |
70694
82.5 IPS |
|
Pose Estimation (Q)
|
98% |
290672
340.2 IPS |
|
Object Detection (SP)
|
100% |
177
14.0 IPS |
|
Object Detection (HP)
|
100% |
11616
921.4 IPS |
|
Object Detection (Q)
|
86% |
12527
1.01 KIPS |
|
Face Detection (SP)
|
100% |
456
5.41 IPS |
|
Face Detection (HP)
|
100% |
24838
295.1 IPS |
|
Face Detection (Q)
|
97% |
79532
948.5 IPS |
|
Depth Estimation (SP)
|
100% |
399
3.08 IPS |
|
Depth Estimation (HP)
|
99% |
42429
326.9 IPS |
|
Depth Estimation (Q)
|
63% |
79798
747.2 IPS |
|
Style Transfer (SP)
|
100% |
670
0.86 IPS |
|
Style Transfer (HP)
|
24% |
2905
87.9 IPS |
|
Style Transfer (Q)
|
98% |
219671
283.3 IPS |
|
Image Super-Resolution (SP)
|
100% |
202
7.45 IPS |
|
Image Super-Resolution (HP)
|
100% |
31134
1.15 KIPS |
|
Image Super-Resolution (Q)
|
97% |
81876
3.03 KIPS |
|
Text Classification (SP)
|
100% |
254
339.2 IPS |
|
Text Classification (HP)
|
100% |
2440
3.26 KIPS |
|
Text Classification (Q)
|
93% |
5315
7.13 KIPS |
|
Machine Translation (SP)
|
100% |
435
7.49 IPS |
|
Machine Translation (HP)
|
100% |
2901
50.0 IPS |
|
Machine Translation (Q)
|
30% |
192
38.5 IPS |