Upload Date | June 15 2021 02:52 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy S6 |
Model ID | samsung SM-G920F |
Motherboard | universal7420 |
Governor | interactive |
CPU Information | |
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Name | ARM SAMSUNG |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 variant 1 part 3335 revision 0 |
Base Frequency | 1.50 GHz |
Cluster 1 | 4 Cores @ 1.50 GHz |
Cluster 2 | 4 Cores @ 2.10 GHz |
Memory Information | |
---|---|
Size | 2.64 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
156
16.7 IPS |
|
Image Classification (F16)
|
100% |
215
23.0 IPS |
|
Image Classification (I8)
|
80% |
208
22.3 IPS |
|
Image Segmentation (F32)
|
100% |
146
0.90 IPS |
|
Image Segmentation (F16)
|
100% |
146
0.90 IPS |
|
Image Segmentation (I8)
|
89% |
371
2.29 IPS |
|
Pose Estimation (F32)
|
100% |
26
0.11 IPS |
|
Pose Estimation (F16)
|
100% |
24
0.10 IPS |
|
Pose Estimation (I8)
|
80% |
24
0.10 IPS |
|
Object Detection (F32)
|
100% |
107
3.75 IPS |
|
Object Detection (F16)
|
100% |
131
4.58 IPS |
|
Object Detection (I8)
|
56% |
127
4.45 IPS |
|
Face Detection (F32)
|
100% |
129
1.48 IPS |
|
Face Detection (F16)
|
100% |
129
1.48 IPS |
|
Face Detection (I8)
|
75% |
321
3.69 IPS |
|
Text Classification (F32)
|
100% |
120
47.4 IPS |
|
Text Classification (F16)
|
100% |
120
47.6 IPS |
|
Machine Translation (F32)
|
100% |
57
8.72 IPS |
|
Machine Translation (F16)
|
100% |
56
8.57 IPS |