User | yakovlev |
Upload Date | November 17 2024 12:18 AM |
Views | 10 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Samsung Exynos 9611 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy M31s |
Model ID | samsung SM-M317F |
Motherboard | exynos9611 |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.74 GHz |
Cluster 1 | 4 Cores @ 1.74 GHz |
Cluster 2 | 4 Cores @ 2.31 GHz |
Memory Information | |
---|---|
Size | 5.44 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
139
25.9 IPS |
|
Image Classification (HP)
|
100% |
132
24.6 IPS |
|
Image Classification (Q)
|
100% |
237
44.0 IPS |
|
Image Segmentation (SP)
|
100% |
173
2.81 IPS |
|
Image Segmentation (HP)
|
100% |
176
2.85 IPS |
|
Image Segmentation (Q)
|
98% |
315
5.12 IPS |
|
Pose Estimation (SP)
|
100% |
652
0.76 IPS |
|
Pose Estimation (HP)
|
100% |
652
0.76 IPS |
|
Pose Estimation (Q)
|
84% |
499
0.59 IPS |
|
Object Detection (SP)
|
100% |
123
9.73 IPS |
|
Object Detection (HP)
|
100% |
123
9.75 IPS |
|
Object Detection (Q)
|
83% |
225
18.2 IPS |
|
Face Detection (SP)
|
100% |
399
4.74 IPS |
|
Face Detection (HP)
|
100% |
397
4.72 IPS |
|
Face Detection (Q)
|
95% |
544
6.49 IPS |
|
Depth Estimation (SP)
|
100% |
515
3.97 IPS |
|
Depth Estimation (HP)
|
99% |
523
4.03 IPS |
|
Depth Estimation (Q)
|
64% |
520
4.76 IPS |
|
Style Transfer (SP)
|
89% |
1090
1.42 IPS |
|
Style Transfer (HP)
|
89% |
1084
1.41 IPS |
|
Style Transfer (Q)
|
98% |
1405
1.81 IPS |
|
Image Super-Resolution (SP)
|
100% |
291
10.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
286
10.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
302
11.2 IPS |
|
Text Classification (SP)
|
100% |
146
195.5 IPS |
|
Text Classification (HP)
|
100% |
147
195.8 IPS |
|
Text Classification (Q)
|
88% |
210
283.6 IPS |
|
Machine Translation (SP)
|
100% |
239
4.12 IPS |
|
Machine Translation (HP)
|
100% |
239
4.12 IPS |
|
Machine Translation (Q)
|
50% |
134
4.75 IPS |