User | RBrizzle |
Upload Date | September 27 2023 07:22 PM |
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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
558
59.8 IPS |
|
Image Classification (F16)
|
100% |
545
58.4 IPS |
|
Image Classification (I8)
|
81% |
478
51.2 IPS |
|
Image Segmentation (F32)
|
100% |
825
5.10 IPS |
|
Image Segmentation (F16)
|
100% |
825
5.10 IPS |
|
Image Segmentation (I8)
|
89% |
859
5.30 IPS |
|
Pose Estimation (F32)
|
100% |
299
1.21 IPS |
|
Pose Estimation (F16)
|
100% |
283
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
145
0.59 IPS |
|
Object Detection (F32)
|
100% |
611
21.5 IPS |
|
Object Detection (F16)
|
100% |
599
21.0 IPS |
|
Object Detection (I8)
|
52% |
542
19.0 IPS |
|
Face Detection (F32)
|
100% |
808
9.28 IPS |
|
Face Detection (F16)
|
100% |
794
9.13 IPS |
|
Face Detection (I8)
|
75% |
632
7.27 IPS |
|
Text Classification (F32)
|
100% |
1167
461.6 IPS |
|
Text Classification (F16)
|
100% |
1186
469.1 IPS |
|
Machine Translation (F32)
|
100% |
1066
164.2 IPS |
|
Machine Translation (F16)
|
100% |
1042
160.7 IPS |