Upload Date | April 04 2023 07:56 AM |
Views | 1 |
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 | 6.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
588
63.1 IPS |
|
Image Classification (F16)
|
100% |
611
65.5 IPS |
|
Image Classification (I8)
|
81% |
218
23.4 IPS |
|
Image Segmentation (F32)
|
100% |
986
6.09 IPS |
|
Image Segmentation (F16)
|
100% |
989
6.11 IPS |
|
Image Segmentation (I8)
|
89% |
1085
6.70 IPS |
|
Pose Estimation (F32)
|
100% |
415
1.68 IPS |
|
Pose Estimation (F16)
|
100% |
399
1.62 IPS |
|
Pose Estimation (I8)
|
80% |
303
1.23 IPS |
|
Object Detection (F32)
|
100% |
622
21.8 IPS |
|
Object Detection (F16)
|
100% |
632
22.2 IPS |
|
Object Detection (I8)
|
52% |
388
13.6 IPS |
|
Face Detection (F32)
|
100% |
1081
12.4 IPS |
|
Face Detection (F16)
|
100% |
1065
12.2 IPS |
|
Face Detection (I8)
|
75% |
678
7.78 IPS |
|
Text Classification (F32)
|
100% |
367
145.1 IPS |
|
Text Classification (F16)
|
100% |
371
146.6 IPS |
|
Machine Translation (F32)
|
100% |
1060
163.3 IPS |
|
Machine Translation (F16)
|
100% |
1062
163.6 IPS |