Upload Date | September 28 2021 11:20 PM |
Views | 2 |
System Information | |
---|---|
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 | |
---|---|
Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
638
68.4 IPS |
|
Image Classification (F16)
|
100% |
629
67.4 IPS |
|
Image Classification (I8)
|
81% |
416
44.5 IPS |
|
Image Segmentation (F32)
|
100% |
980
6.05 IPS |
|
Image Segmentation (F16)
|
100% |
978
6.04 IPS |
|
Image Segmentation (I8)
|
89% |
1398
8.63 IPS |
|
Pose Estimation (F32)
|
100% |
380
1.54 IPS |
|
Pose Estimation (F16)
|
100% |
379
1.54 IPS |
|
Pose Estimation (I8)
|
80% |
464
1.88 IPS |
|
Object Detection (F32)
|
100% |
925
32.5 IPS |
|
Object Detection (F16)
|
100% |
930
32.6 IPS |
|
Object Detection (I8)
|
52% |
739
25.9 IPS |
|
Face Detection (F32)
|
100% |
1108
12.7 IPS |
|
Face Detection (F16)
|
100% |
1103
12.7 IPS |
|
Face Detection (I8)
|
75% |
813
9.34 IPS |
|
Text Classification (F32)
|
100% |
2388
944.7 IPS |
|
Text Classification (F16)
|
100% |
2316
915.9 IPS |
|
Machine Translation (F32)
|
100% |
1676
258.4 IPS |
|
Machine Translation (F16)
|
100% |
1679
258.8 IPS |