Upload Date | February 17 2023 03:28 AM |
Views | 3 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
589
63.1 IPS |
|
Image Classification (F16)
|
100% |
562
60.2 IPS |
|
Image Classification (I8)
|
81% |
219
23.4 IPS |
|
Image Segmentation (F32)
|
100% |
948
5.86 IPS |
|
Image Segmentation (F16)
|
100% |
951
5.88 IPS |
|
Image Segmentation (I8)
|
89% |
1078
6.66 IPS |
|
Pose Estimation (F32)
|
100% |
369
1.49 IPS |
|
Pose Estimation (F16)
|
100% |
368
1.49 IPS |
|
Pose Estimation (I8)
|
80% |
301
1.22 IPS |
|
Object Detection (F32)
|
100% |
639
22.4 IPS |
|
Object Detection (F16)
|
100% |
636
22.3 IPS |
|
Object Detection (I8)
|
52% |
404
14.2 IPS |
|
Face Detection (F32)
|
100% |
1042
12.0 IPS |
|
Face Detection (F16)
|
100% |
1028
11.8 IPS |
|
Face Detection (I8)
|
75% |
715
8.21 IPS |
|
Text Classification (F32)
|
100% |
409
161.6 IPS |
|
Text Classification (F16)
|
100% |
374
147.9 IPS |
|
Machine Translation (F32)
|
100% |
1053
162.3 IPS |
|
Machine Translation (F16)
|
100% |
1049
161.7 IPS |