Upload Date | February 17 2023 11:44 AM |
Views | 5 |
System Information | |
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Operating System | Android 13 |
Model | Zebra Technologies MC20 |
Model ID | Zebra Technologies MC20 |
Motherboard | sdm660 |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.84 GHz |
Cluster 1 | 4 Cores @ 1.84 GHz |
Cluster 2 | 4 Cores @ 2.21 GHz |
Memory Information | |
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Size | 3.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
98
10.6 IPS |
|
Image Classification (F16)
|
100% |
92
9.83 IPS |
|
Image Classification (I8)
|
81% |
291
31.2 IPS |
|
Image Segmentation (F32)
|
100% |
192
1.19 IPS |
|
Image Segmentation (F16)
|
100% |
194
1.20 IPS |
|
Image Segmentation (I8)
|
89% |
480
2.97 IPS |
|
Pose Estimation (F32)
|
100% |
84
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
82
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
114
4.00 IPS |
|
Object Detection (F16)
|
100% |
110
3.86 IPS |
|
Object Detection (I8)
|
52% |
234
8.21 IPS |
|
Face Detection (F32)
|
100% |
152
1.75 IPS |
|
Face Detection (F16)
|
100% |
149
1.71 IPS |
|
Face Detection (I8)
|
75% |
399
4.58 IPS |
|
Text Classification (F32)
|
100% |
96
38.2 IPS |
|
Text Classification (F16)
|
100% |
98
38.8 IPS |
|
Machine Translation (F32)
|
100% |
91
14.0 IPS |
|
Machine Translation (F16)
|
100% |
92
14.1 IPS |