Upload Date | September 29 2021 01:45 AM |
Views | 3 |
System Information | |
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Operating System | iOS 15.1 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2247
240.7 IPS |
|
Image Classification (F16)
|
100% |
3454
370.1 IPS |
|
Image Classification (I8)
|
81% |
648
69.5 IPS |
|
Image Segmentation (F32)
|
100% |
4493
27.8 IPS |
|
Image Segmentation (F16)
|
100% |
7520
46.5 IPS |
|
Image Segmentation (I8)
|
89% |
1187
7.33 IPS |
|
Pose Estimation (F32)
|
100% |
1417
5.74 IPS |
|
Pose Estimation (F16)
|
100% |
4632
18.7 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
2974
104.4 IPS |
|
Object Detection (F16)
|
99% |
3243
113.8 IPS |
|
Object Detection (I8)
|
52% |
917
32.2 IPS |
|
Face Detection (F32)
|
100% |
3863
44.4 IPS |
|
Face Detection (F16)
|
97% |
7706
88.5 IPS |
|
Face Detection (I8)
|
75% |
902
10.4 IPS |
|
Text Classification (F32)
|
100% |
1164
460.4 IPS |
|
Text Classification (F16)
|
98% |
1169
462.5 IPS |
|
Machine Translation (F32)
|
100% |
1689
260.4 IPS |
|
Machine Translation (F16)
|
100% |
1684
259.6 IPS |