Upload Date | July 22 2021 08:54 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7 |
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 | |
---|---|
Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
625
67.0 IPS |
|
Image Classification (F16)
|
100% |
612
65.6 IPS |
|
Image Classification (I8)
|
81% |
431
46.2 IPS |
|
Image Segmentation (F32)
|
100% |
972
6.00 IPS |
|
Image Segmentation (F16)
|
100% |
960
5.93 IPS |
|
Image Segmentation (I8)
|
89% |
1395
8.62 IPS |
|
Pose Estimation (F32)
|
100% |
373
1.51 IPS |
|
Pose Estimation (F16)
|
100% |
371
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
449
1.82 IPS |
|
Object Detection (F32)
|
100% |
948
33.3 IPS |
|
Object Detection (F16)
|
100% |
945
33.2 IPS |
|
Object Detection (I8)
|
52% |
738
25.9 IPS |
|
Face Detection (F32)
|
100% |
1102
12.7 IPS |
|
Face Detection (F16)
|
100% |
1091
12.5 IPS |
|
Face Detection (I8)
|
75% |
818
9.40 IPS |
|
Text Classification (F32)
|
100% |
2347
928.2 IPS |
|
Text Classification (F16)
|
100% |
2328
920.9 IPS |
|
Machine Translation (F32)
|
100% |
1689
260.2 IPS |
|
Machine Translation (F16)
|
100% |
1680
258.9 IPS |