Upload Date | August 15 2024 03:57 AM |
Views | 209 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 8 Gen 3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Samsung Galaxy S24 |
Model ID | samsung SM-S921W |
Motherboard | pineapple |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.26 GHz |
Cluster 1 | 2 Cores @ 2.27 GHz |
Cluster 2 | 2 Cores @ 2.96 GHz |
Cluster 3 | 3 Cores @ 3.15 GHz |
Cluster 4 | 1 Core @ 3.40 GHz |
Memory Information | |
---|---|
Size | 6.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
271
50.4 IPS |
|
Image Classification (HP)
|
100% |
17417
3.24 KIPS |
|
Image Classification (Q)
|
99% |
43601
8.13 KIPS |
|
Image Segmentation (SP)
|
100% |
340
5.51 IPS |
|
Image Segmentation (HP)
|
100% |
10979
178.0 IPS |
|
Image Segmentation (Q)
|
98% |
29353
477.3 IPS |
|
Pose Estimation (SP)
|
100% |
468
0.55 IPS |
|
Pose Estimation (HP)
|
100% |
98760
115.2 IPS |
|
Pose Estimation (Q)
|
98% |
398932
466.9 IPS |
|
Object Detection (SP)
|
100% |
265
21.0 IPS |
|
Object Detection (HP)
|
100% |
16330
1.30 KIPS |
|
Object Detection (Q)
|
90% |
21066
1.68 KIPS |
|
Face Detection (SP)
|
100% |
661
7.85 IPS |
|
Face Detection (HP)
|
100% |
35810
425.5 IPS |
|
Face Detection (Q)
|
97% |
126500
1.51 KIPS |
|
Depth Estimation (SP)
|
100% |
570
4.39 IPS |
|
Depth Estimation (HP)
|
99% |
62205
479.2 IPS |
|
Depth Estimation (Q)
|
73% |
133918
1.10 KIPS |
|
Style Transfer (SP)
|
100% |
954
1.23 IPS |
|
Style Transfer (HP)
|
24% |
3865
116.9 IPS |
|
Style Transfer (Q)
|
98% |
306109
394.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
312
11.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
44457
1.64 KIPS |
|
Image Super-Resolution (Q)
|
97% |
112390
4.16 KIPS |
|
Text Classification (SP)
|
100% |
398
531.0 IPS |
|
Text Classification (HP)
|
100% |
3110
4.15 KIPS |
|
Text Classification (Q)
|
93% |
6831
9.17 KIPS |
|
Machine Translation (SP)
|
100% |
649
11.2 IPS |
|
Machine Translation (HP)
|
100% |
3676
63.3 IPS |
|
Machine Translation (Q)
|
30% |
293
58.7 IPS |