Upload Date | October 06 2022 06:43 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.6.1 |
Model | iPad12,1 |
Model ID | iPad12,1 |
Motherboard | J181AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.62 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 2.87 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
534
57.2 IPS |
|
Image Classification (F16)
|
100% |
519
55.6 IPS |
|
Image Classification (I8)
|
81% |
325
34.8 IPS |
|
Image Segmentation (F32)
|
100% |
872
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
843
5.21 IPS |
|
Image Segmentation (I8)
|
89% |
1098
6.78 IPS |
|
Pose Estimation (F32)
|
100% |
269
1.09 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
329
1.33 IPS |
|
Object Detection (F32)
|
100% |
787
27.6 IPS |
|
Object Detection (F16)
|
100% |
788
27.6 IPS |
|
Object Detection (I8)
|
52% |
613
21.5 IPS |
|
Face Detection (F32)
|
100% |
995
11.4 IPS |
|
Face Detection (F16)
|
100% |
981
11.3 IPS |
|
Face Detection (I8)
|
75% |
714
8.20 IPS |
|
Text Classification (F32)
|
100% |
1779
703.5 IPS |
|
Text Classification (F16)
|
100% |
1813
717.2 IPS |
|
Machine Translation (F32)
|
100% |
1198
184.6 IPS |
|
Machine Translation (F16)
|
100% |
1205
185.8 IPS |