Upload Date | April 21 2022 06:36 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.4 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
278
29.8 IPS |
|
Image Classification (F16)
|
100% |
273
29.3 IPS |
|
Image Classification (I8)
|
81% |
514
55.1 IPS |
|
Image Segmentation (F32)
|
100% |
506
3.13 IPS |
|
Image Segmentation (F16)
|
100% |
506
3.13 IPS |
|
Image Segmentation (I8)
|
89% |
926
5.72 IPS |
|
Pose Estimation (F32)
|
100% |
142
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
84
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
109
0.44 IPS |
|
Object Detection (F32)
|
100% |
396
13.9 IPS |
|
Object Detection (F16)
|
100% |
219
7.70 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
321
3.69 IPS |
|
Face Detection (F16)
|
100% |
310
3.57 IPS |
|
Face Detection (I8)
|
75% |
341
3.91 IPS |
|
Text Classification (F32)
|
100% |
505
199.9 IPS |
|
Text Classification (F16)
|
100% |
510
201.9 IPS |
|
Machine Translation (F32)
|
100% |
512
78.9 IPS |
|
Machine Translation (F16)
|
100% |
513
79.0 IPS |