Upload Date | June 11 2021 04:04 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
626
67.1 IPS |
|
Image Classification (F16)
|
100% |
612
65.6 IPS |
|
Image Classification (I8)
|
81% |
432
46.2 IPS |
|
Image Segmentation (F32)
|
100% |
945
5.84 IPS |
|
Image Segmentation (F16)
|
100% |
931
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1407
8.69 IPS |
|
Pose Estimation (F32)
|
100% |
358
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
355
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
437
1.77 IPS |
|
Object Detection (F32)
|
100% |
893
31.3 IPS |
|
Object Detection (F16)
|
100% |
884
31.0 IPS |
|
Object Detection (I8)
|
52% |
777
27.3 IPS |
|
Face Detection (F32)
|
100% |
1077
12.4 IPS |
|
Face Detection (F16)
|
100% |
1061
12.2 IPS |
|
Face Detection (I8)
|
75% |
815
9.36 IPS |
|
Text Classification (F32)
|
100% |
2338
924.6 IPS |
|
Text Classification (F16)
|
100% |
2343
926.7 IPS |
|
Machine Translation (F32)
|
100% |
1682
259.2 IPS |
|
Machine Translation (F16)
|
100% |
1683
259.3 IPS |