Upload Date | February 04 2025 08:32 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | nxp EVK_95 |
Model ID | nxp EVK_95 |
Motherboard | EVK_95 |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 6 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3333 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Memory Information | |
---|---|
Size | 14.72 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
83
8.88 IPS |
|
Image Classification (F16)
|
100% |
143
15.3 IPS |
|
Image Classification (I8)
|
80% |
140
15.0 IPS |
|
Image Segmentation (F32)
|
100% |
106
0.65 IPS |
|
Image Segmentation (F16)
|
100% |
106
0.65 IPS |
|
Image Segmentation (I8)
|
89% |
267
1.65 IPS |
|
Pose Estimation (F32)
|
100% |
13
0.05 IPS |
|
Pose Estimation (F16)
|
100% |
15
0.06 IPS |
|
Pose Estimation (I8)
|
80% |
15
0.06 IPS |
|
Object Detection (F32)
|
100% |
90
3.16 IPS |
|
Object Detection (F16)
|
100% |
141
4.94 IPS |
|
Object Detection (I8)
|
51% |
138
4.83 IPS |
|
Face Detection (F32)
|
100% |
112
1.28 IPS |
|
Face Detection (F16)
|
100% |
112
1.29 IPS |
|
Face Detection (I8)
|
76% |
214
2.46 IPS |
|
Text Classification (F32)
|
100% |
99
39.0 IPS |
|
Text Classification (F16)
|
100% |
99
39.1 IPS |
|
Machine Translation (F32)
|
100% |
19
2.94 IPS |
|
Machine Translation (F16)
|
100% |
19
2.92 IPS |