Upload Date | February 14 2023 03:40 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918U |
Model ID | samsung SM-S918U |
Motherboard | kalama |
Governor | walt |
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 @ 3.36 GHz |
Memory Information | |
---|---|
Size | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1686
180.7 IPS |
|
Image Classification (F16)
|
100% |
2573
275.6 IPS |
|
Image Classification (I8)
|
80% |
2212
237.0 IPS |
|
Image Segmentation (F32)
|
100% |
5232
32.3 IPS |
|
Image Segmentation (F16)
|
100% |
9692
59.9 IPS |
|
Image Segmentation (I8)
|
89% |
9258
57.2 IPS |
|
Pose Estimation (F32)
|
100% |
2457
9.94 IPS |
|
Pose Estimation (F16)
|
100% |
4803
19.4 IPS |
|
Pose Estimation (I8)
|
80% |
4781
19.3 IPS |
|
Object Detection (F32)
|
100% |
841
29.5 IPS |
|
Object Detection (F16)
|
99% |
1116
39.2 IPS |
|
Object Detection (I8)
|
53% |
1097
38.5 IPS |
|
Face Detection (F32)
|
100% |
3420
39.3 IPS |
|
Face Detection (F16)
|
97% |
5539
63.6 IPS |
|
Face Detection (I8)
|
75% |
4665
53.6 IPS |
|
Text Classification (F32)
|
100% |
737
291.6 IPS |
|
Text Classification (F16)
|
98% |
809
320.0 IPS |
|
Machine Translation (F32)
|
100% |
1064
164.0 IPS |
|
Machine Translation (F16)
|
100% |
1079
166.4 IPS |