User | daviangel |
Upload Date | February 03 2025 10:23 AM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Samsung Galaxy Tab S7+ |
Model ID | samsung SM-T970 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 @ 3.09 GHz |
Memory Information | |
---|---|
Size | 7.44 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
513
95.5 IPS |
|
Image Classification (HP)
|
100% |
521
97.0 IPS |
|
Image Classification (Q)
|
100% |
1410
262.3 IPS |
|
Image Segmentation (SP)
|
100% |
564
9.14 IPS |
|
Image Segmentation (HP)
|
100% |
559
9.06 IPS |
|
Image Segmentation (Q)
|
98% |
1698
27.6 IPS |
|
Pose Estimation (SP)
|
100% |
1888
2.20 IPS |
|
Pose Estimation (HP)
|
100% |
1869
2.18 IPS |
|
Pose Estimation (Q)
|
84% |
3147
3.73 IPS |
|
Object Detection (SP)
|
100% |
443
35.2 IPS |
|
Object Detection (HP)
|
100% |
437
34.7 IPS |
|
Object Detection (Q)
|
83% |
1243
100.4 IPS |
|
Face Detection (SP)
|
100% |
1382
16.4 IPS |
|
Face Detection (HP)
|
100% |
1396
16.6 IPS |
|
Face Detection (Q)
|
95% |
2987
35.7 IPS |
|
Depth Estimation (SP)
|
100% |
1575
12.1 IPS |
|
Depth Estimation (HP)
|
99% |
1592
12.3 IPS |
|
Depth Estimation (Q)
|
64% |
2920
26.7 IPS |
|
Style Transfer (SP)
|
89% |
3351
4.35 IPS |
|
Style Transfer (HP)
|
89% |
3365
4.37 IPS |
|
Style Transfer (Q)
|
98% |
7038
9.07 IPS |
|
Image Super-Resolution (SP)
|
100% |
986
36.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
955
35.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
1908
70.7 IPS |
|
Text Classification (SP)
|
100% |
526
702.0 IPS |
|
Text Classification (HP)
|
100% |
538
717.7 IPS |
|
Text Classification (Q)
|
88% |
280
377.6 IPS |
|
Machine Translation (SP)
|
100% |
254
4.37 IPS |
|
Machine Translation (HP)
|
100% |
249
4.29 IPS |
|
Machine Translation (Q)
|
50% |
160
5.67 IPS |