Upload Date | February 22 2023 09:17 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | Google dedede |
Model ID | Google dedede |
Motherboard | cret |
CPU Information | |
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Name | placeholder |
Topology | 1 Processor, 2 Cores |
Identifier | ARM implementer 78 architecture 8 variant 2 part 0 revision 1 |
Base Frequency | 0 MHz |
Cluster 1 | 2 Cores @ 0.00 Hz |
Memory Information | |
---|---|
Size | 2.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
94
10.1 IPS |
|
Image Classification (F16)
|
100% |
93
9.93 IPS |
|
Image Classification (I8)
|
81% |
63
6.71 IPS |
|
Image Segmentation (F32)
|
100% |
129
0.80 IPS |
|
Image Segmentation (F16)
|
100% |
126
0.78 IPS |
|
Image Segmentation (I8)
|
89% |
112
0.69 IPS |
|
Pose Estimation (F32)
|
100% |
30
0.12 IPS |
|
Pose Estimation (F16)
|
100% |
27
0.11 IPS |
|
Pose Estimation (I8)
|
80% |
21
0.08 IPS |
|
Object Detection (F32)
|
100% |
104
3.65 IPS |
|
Object Detection (F16)
|
100% |
103
3.63 IPS |
|
Object Detection (I8)
|
52% |
76
2.66 IPS |
|
Face Detection (F32)
|
100% |
123
1.42 IPS |
|
Face Detection (F16)
|
100% |
111
1.28 IPS |
|
Face Detection (I8)
|
75% |
57
0.66 IPS |
|
Text Classification (F32)
|
100% |
112
44.4 IPS |
|
Text Classification (F16)
|
100% |
116
46.0 IPS |
|
Machine Translation (F32)
|
100% |
239
36.8 IPS |
|
Machine Translation (F16)
|
100% |
241
37.2 IPS |