Upload Date | March 01 2023 04:00 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% |
591
63.3 IPS |
|
Image Classification (F16)
|
100% |
620
66.4 IPS |
|
Image Classification (I8)
|
81% |
213
22.9 IPS |
|
Image Segmentation (F32)
|
100% |
1004
6.20 IPS |
|
Image Segmentation (F16)
|
100% |
1010
6.24 IPS |
|
Image Segmentation (I8)
|
89% |
1080
6.67 IPS |
|
Pose Estimation (F32)
|
100% |
402
1.63 IPS |
|
Pose Estimation (F16)
|
100% |
367
1.49 IPS |
|
Pose Estimation (I8)
|
80% |
305
1.23 IPS |
|
Object Detection (F32)
|
100% |
648
22.8 IPS |
|
Object Detection (F16)
|
100% |
633
22.2 IPS |
|
Object Detection (I8)
|
52% |
384
13.5 IPS |
|
Face Detection (F32)
|
100% |
1066
12.3 IPS |
|
Face Detection (F16)
|
100% |
1088
12.5 IPS |
|
Face Detection (I8)
|
75% |
685
7.86 IPS |
|
Text Classification (F32)
|
100% |
369
146.0 IPS |
|
Text Classification (F16)
|
100% |
375
148.3 IPS |
|
Machine Translation (F32)
|
100% |
1171
180.4 IPS |
|
Machine Translation (F16)
|
100% |
1166
179.8 IPS |