Upload Date | March 19 2023 03:43 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918W |
Model ID | samsung SM-S918W |
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 | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
584
62.6 IPS |
|
Image Classification (F16)
|
100% |
588
63.0 IPS |
|
Image Classification (I8)
|
81% |
226
24.3 IPS |
|
Image Segmentation (F32)
|
100% |
935
5.77 IPS |
|
Image Segmentation (F16)
|
100% |
936
5.78 IPS |
|
Image Segmentation (I8)
|
89% |
1077
6.65 IPS |
|
Pose Estimation (F32)
|
100% |
396
1.60 IPS |
|
Pose Estimation (F16)
|
100% |
371
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
275
1.11 IPS |
|
Object Detection (F32)
|
100% |
566
19.9 IPS |
|
Object Detection (F16)
|
100% |
514
18.0 IPS |
|
Object Detection (I8)
|
52% |
398
14.0 IPS |
|
Face Detection (F32)
|
100% |
868
9.97 IPS |
|
Face Detection (F16)
|
100% |
859
9.87 IPS |
|
Face Detection (I8)
|
75% |
673
7.73 IPS |
|
Text Classification (F32)
|
100% |
368
145.6 IPS |
|
Text Classification (F16)
|
100% |
368
145.7 IPS |
|
Machine Translation (F32)
|
100% |
1111
171.3 IPS |
|
Machine Translation (F16)
|
100% |
1080
166.5 IPS |