Upload Date | September 22 2023 05:36 AM |
Views | 2 |
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% |
618
66.2 IPS |
|
Image Classification (F16)
|
100% |
609
65.3 IPS |
|
Image Classification (I8)
|
81% |
219
23.5 IPS |
|
Image Segmentation (F32)
|
100% |
981
6.06 IPS |
|
Image Segmentation (F16)
|
100% |
979
6.05 IPS |
|
Image Segmentation (I8)
|
89% |
1079
6.66 IPS |
|
Pose Estimation (F32)
|
100% |
406
1.64 IPS |
|
Pose Estimation (F16)
|
100% |
383
1.55 IPS |
|
Pose Estimation (I8)
|
80% |
302
1.22 IPS |
|
Object Detection (F32)
|
100% |
646
22.7 IPS |
|
Object Detection (F16)
|
100% |
655
23.0 IPS |
|
Object Detection (I8)
|
52% |
451
15.8 IPS |
|
Face Detection (F32)
|
100% |
1072
12.3 IPS |
|
Face Detection (F16)
|
100% |
1071
12.3 IPS |
|
Face Detection (I8)
|
75% |
690
7.92 IPS |
|
Text Classification (F32)
|
100% |
373
147.5 IPS |
|
Text Classification (F16)
|
100% |
407
161.1 IPS |
|
Machine Translation (F32)
|
100% |
1077
165.9 IPS |
|
Machine Translation (F16)
|
100% |
1090
167.9 IPS |