Upload Date | September 28 2021 11:21 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPad Air (3rd generation) |
Model ID | iPad11,3 |
Motherboard | J217AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.84 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
485
52.0 IPS |
|
Image Classification (F16)
|
100% |
468
50.1 IPS |
|
Image Classification (I8)
|
81% |
279
29.9 IPS |
|
Image Segmentation (F32)
|
100% |
771
4.76 IPS |
|
Image Segmentation (F16)
|
100% |
767
4.74 IPS |
|
Image Segmentation (I8)
|
89% |
984
6.08 IPS |
|
Pose Estimation (F32)
|
100% |
256
1.03 IPS |
|
Pose Estimation (F16)
|
100% |
252
1.02 IPS |
|
Pose Estimation (I8)
|
80% |
276
1.12 IPS |
|
Object Detection (F32)
|
100% |
682
24.0 IPS |
|
Object Detection (F16)
|
100% |
606
21.3 IPS |
|
Object Detection (I8)
|
52% |
519
18.2 IPS |
|
Face Detection (F32)
|
100% |
775
8.91 IPS |
|
Face Detection (F16)
|
100% |
834
9.58 IPS |
|
Face Detection (I8)
|
75% |
613
7.05 IPS |
|
Text Classification (F32)
|
100% |
781
308.8 IPS |
|
Text Classification (F16)
|
100% |
789
311.9 IPS |
|
Machine Translation (F32)
|
100% |
996
153.5 IPS |
|
Machine Translation (F16)
|
100% |
995
153.4 IPS |