Upload Date | August 09 2023 03:35 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918U1 |
Model ID | samsung SM-S918U1 |
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 | 10.81 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
567
60.8 IPS |
|
Image Classification (F16)
|
100% |
568
60.9 IPS |
|
Image Classification (I8)
|
81% |
217
23.3 IPS |
|
Image Segmentation (F32)
|
100% |
907
5.60 IPS |
|
Image Segmentation (F16)
|
100% |
913
5.64 IPS |
|
Image Segmentation (I8)
|
89% |
1058
6.53 IPS |
|
Pose Estimation (F32)
|
100% |
379
1.54 IPS |
|
Pose Estimation (F16)
|
100% |
360
1.46 IPS |
|
Pose Estimation (I8)
|
80% |
274
1.11 IPS |
|
Object Detection (F32)
|
100% |
474
16.6 IPS |
|
Object Detection (F16)
|
100% |
475
16.7 IPS |
|
Object Detection (I8)
|
52% |
377
13.2 IPS |
|
Face Detection (F32)
|
100% |
1043
12.0 IPS |
|
Face Detection (F16)
|
100% |
1070
12.3 IPS |
|
Face Detection (I8)
|
75% |
691
7.94 IPS |
|
Text Classification (F32)
|
100% |
407
160.9 IPS |
|
Text Classification (F16)
|
100% |
395
156.3 IPS |
|
Machine Translation (F32)
|
100% |
1045
161.0 IPS |
|
Machine Translation (F16)
|
100% |
1087
167.5 IPS |