Upload Date | February 17 2023 03:52 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% |
594
63.7 IPS |
|
Image Classification (F16)
|
100% |
592
63.4 IPS |
|
Image Classification (I8)
|
81% |
236
25.3 IPS |
|
Image Segmentation (F32)
|
100% |
963
5.95 IPS |
|
Image Segmentation (F16)
|
100% |
946
5.84 IPS |
|
Image Segmentation (I8)
|
89% |
1085
6.70 IPS |
|
Pose Estimation (F32)
|
100% |
437
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
414
1.67 IPS |
|
Pose Estimation (I8)
|
80% |
300
1.21 IPS |
|
Object Detection (F32)
|
100% |
632
22.2 IPS |
|
Object Detection (F16)
|
100% |
645
22.6 IPS |
|
Object Detection (I8)
|
52% |
399
14.0 IPS |
|
Face Detection (F32)
|
100% |
1089
12.5 IPS |
|
Face Detection (F16)
|
100% |
1093
12.6 IPS |
|
Face Detection (I8)
|
75% |
693
7.96 IPS |
|
Text Classification (F32)
|
100% |
409
161.7 IPS |
|
Text Classification (F16)
|
100% |
372
147.2 IPS |
|
Machine Translation (F32)
|
100% |
1193
183.9 IPS |
|
Machine Translation (F16)
|
100% |
1171
180.5 IPS |