Upload Date | June 18 2023 03:04 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 | 6.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
597
63.9 IPS |
|
Image Classification (F16)
|
100% |
593
63.6 IPS |
|
Image Classification (I8)
|
81% |
229
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
937
5.79 IPS |
|
Image Segmentation (F16)
|
100% |
941
5.81 IPS |
|
Image Segmentation (I8)
|
89% |
1107
6.84 IPS |
|
Pose Estimation (F32)
|
100% |
421
1.70 IPS |
|
Pose Estimation (F16)
|
100% |
397
1.61 IPS |
|
Pose Estimation (I8)
|
80% |
295
1.19 IPS |
|
Object Detection (F32)
|
100% |
644
22.6 IPS |
|
Object Detection (F16)
|
100% |
638
22.4 IPS |
|
Object Detection (I8)
|
52% |
384
13.5 IPS |
|
Face Detection (F32)
|
100% |
1047
12.0 IPS |
|
Face Detection (F16)
|
100% |
1035
11.9 IPS |
|
Face Detection (I8)
|
75% |
667
7.66 IPS |
|
Text Classification (F32)
|
100% |
365
144.4 IPS |
|
Text Classification (F16)
|
100% |
363
143.8 IPS |
|
Machine Translation (F32)
|
100% |
1202
185.3 IPS |
|
Machine Translation (F16)
|
100% |
1170
180.4 IPS |