Upload Date | September 26 2022 01:11 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | LG G8 ThinQ |
Model ID | LGE LM-G850 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
547
58.6 IPS |
|
Image Classification (F16)
|
100% |
892
95.6 IPS |
|
Image Classification (I8)
|
80% |
873
93.6 IPS |
|
Image Segmentation (F32)
|
100% |
1297
8.01 IPS |
|
Image Segmentation (F16)
|
100% |
2408
14.9 IPS |
|
Image Segmentation (I8)
|
89% |
2362
14.6 IPS |
|
Pose Estimation (F32)
|
100% |
692
2.80 IPS |
|
Pose Estimation (F16)
|
100% |
1219
4.93 IPS |
|
Pose Estimation (I8)
|
80% |
1203
4.87 IPS |
|
Object Detection (F32)
|
100% |
333
11.7 IPS |
|
Object Detection (F16)
|
99% |
396
13.9 IPS |
|
Object Detection (I8)
|
53% |
366
12.9 IPS |
|
Face Detection (F32)
|
100% |
1161
13.3 IPS |
|
Face Detection (F16)
|
97% |
1997
22.9 IPS |
|
Face Detection (I8)
|
76% |
1788
20.5 IPS |
|
Text Classification (F32)
|
100% |
403
159.3 IPS |
|
Text Classification (F16)
|
98% |
454
179.5 IPS |
|
Machine Translation (F32)
|
100% |
255
39.3 IPS |
|
Machine Translation (F16)
|
100% |
254
39.2 IPS |