Upload Date | May 01 2025 01:12 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 15 |
Model | samsung SM-M055F |
Model ID | samsung SM-M055F |
Motherboard | a05m |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 3.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
169
18.1 IPS |
|
Image Classification (F16)
|
100% |
356
38.2 IPS |
|
Image Classification (I8)
|
81% |
326
34.9 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.01 IPS |
|
Image Segmentation (F16)
|
100% |
910
5.62 IPS |
|
Image Segmentation (I8)
|
89% |
888
5.48 IPS |
|
Pose Estimation (F32)
|
100% |
93
0.38 IPS |
|
Pose Estimation (F16)
|
0% |
361
1.46 IPS |
|
Pose Estimation (I8)
|
0% |
365
1.48 IPS |
|
Object Detection (F32)
|
100% |
161
5.64 IPS |
|
Object Detection (F16)
|
99% |
279
9.81 IPS |
|
Object Detection (I8)
|
54% |
279
9.78 IPS |
|
Face Detection (F32)
|
100% |
354
4.07 IPS |
|
Face Detection (F16)
|
97% |
746
8.57 IPS |
|
Face Detection (I8)
|
75% |
657
7.55 IPS |
|
Text Classification (F32)
|
100% |
181
71.7 IPS |
|
Text Classification (F16)
|
46% |
190
75.1 IPS |
|
Machine Translation (F32)
|
100% |
95
14.6 IPS |
|
Machine Translation (F16)
|
100% |
78
12.0 IPS |