Upload Date | September 28 2021 11:02 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0 |
Model | iPad Air (4th generation) |
Model ID | iPad13,1 |
Motherboard | J307AP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5104
546.8 IPS |
|
Image Classification (F16)
|
100% |
5176
554.6 IPS |
|
Image Classification (I8)
|
81% |
647
69.4 IPS |
|
Image Segmentation (F32)
|
100% |
1856
11.5 IPS |
|
Image Segmentation (F16)
|
100% |
1855
11.5 IPS |
|
Image Segmentation (I8)
|
89% |
1187
7.33 IPS |
|
Pose Estimation (F32)
|
100% |
16889
68.3 IPS |
|
Pose Estimation (F16)
|
100% |
16766
67.8 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
6458
226.6 IPS |
|
Object Detection (F16)
|
100% |
6428
225.6 IPS |
|
Object Detection (I8)
|
52% |
919
32.2 IPS |
|
Face Detection (F32)
|
100% |
6810
78.2 IPS |
|
Face Detection (F16)
|
100% |
6788
78.0 IPS |
|
Face Detection (I8)
|
75% |
901
10.4 IPS |
|
Text Classification (F32)
|
100% |
1040
411.3 IPS |
|
Text Classification (F16)
|
100% |
1038
410.6 IPS |
|
Machine Translation (F32)
|
100% |
1698
261.7 IPS |
|
Machine Translation (F16)
|
100% |
1700
262.0 IPS |