Upload Date | August 29 2024 05:41 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 10 |
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 | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 2.64 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
56
6.00 IPS |
|
Image Classification (F16)
|
100% |
56
6.00 IPS |
|
Image Classification (I8)
|
81% |
158
16.9 IPS |
|
Image Segmentation (F32)
|
100% |
252
1.56 IPS |
|
Image Segmentation (F16)
|
100% |
251
1.55 IPS |
|
Image Segmentation (I8)
|
89% |
568
3.51 IPS |
|
Pose Estimation (F32)
|
100% |
93
0.38 IPS |
|
Pose Estimation (F16)
|
100% |
90
0.36 IPS |
|
Pose Estimation (I8)
|
80% |
153
0.62 IPS |
|
Object Detection (F32)
|
100% |
87
3.06 IPS |
|
Object Detection (F16)
|
100% |
89
3.11 IPS |
|
Object Detection (I8)
|
52% |
203
7.14 IPS |
|
Face Detection (F32)
|
100% |
136
1.56 IPS |
|
Face Detection (F16)
|
100% |
136
1.56 IPS |
|
Face Detection (I8)
|
75% |
319
3.67 IPS |
|
Text Classification (F32)
|
100% |
155
61.3 IPS |
|
Text Classification (F16)
|
100% |
156
61.7 IPS |
|
Machine Translation (F32)
|
100% |
73
11.3 IPS |
|
Machine Translation (F16)
|
100% |
74
11.5 IPS |