Upload Date | November 25 2021 05:09 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.1 |
Model | iPad Pro (11-inch) |
Model ID | iPad8,3 |
Motherboard | J318AP |
CPU Information | |
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Name | Apple A12X Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
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Size | 3.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2610
279.7 IPS |
|
Image Classification (F16)
|
100% |
4826
517.1 IPS |
|
Image Classification (I8)
|
81% |
406
43.5 IPS |
|
Image Segmentation (F32)
|
100% |
5450
33.7 IPS |
|
Image Segmentation (F16)
|
100% |
9157
56.6 IPS |
|
Image Segmentation (I8)
|
89% |
753
4.65 IPS |
|
Pose Estimation (F32)
|
100% |
1867
7.55 IPS |
|
Pose Estimation (F16)
|
100% |
5804
23.5 IPS |
|
Pose Estimation (I8)
|
80% |
143
0.58 IPS |
|
Object Detection (F32)
|
100% |
2812
98.7 IPS |
|
Object Detection (F16)
|
99% |
3265
114.6 IPS |
|
Object Detection (I8)
|
52% |
574
20.1 IPS |
|
Face Detection (F32)
|
100% |
5128
58.9 IPS |
|
Face Detection (F16)
|
97% |
9790
112.5 IPS |
|
Face Detection (I8)
|
75% |
556
6.39 IPS |
|
Text Classification (F32)
|
100% |
2208
873.2 IPS |
|
Text Classification (F16)
|
98% |
2155
852.4 IPS |
|
Machine Translation (F32)
|
100% |
998
153.7 IPS |
|
Machine Translation (F16)
|
100% |
1008
155.4 IPS |