Upload Date | August 14 2023 08:49 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.6 |
Model | iPad (8th generation) |
Model ID | iPad11,6 |
Motherboard | J171aAP |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
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Size | 2.88 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
287
30.7 IPS |
|
Image Classification (F16)
|
100% |
283
30.3 IPS |
|
Image Classification (I8)
|
81% |
157
16.8 IPS |
|
Image Segmentation (F32)
|
100% |
502
3.10 IPS |
|
Image Segmentation (F16)
|
100% |
411
2.54 IPS |
|
Image Segmentation (I8)
|
89% |
539
3.33 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
140
0.56 IPS |
|
Pose Estimation (I8)
|
80% |
219
0.89 IPS |
|
Object Detection (F32)
|
100% |
648
22.8 IPS |
|
Object Detection (F16)
|
100% |
597
20.9 IPS |
|
Object Detection (I8)
|
52% |
527
18.5 IPS |
|
Face Detection (F32)
|
100% |
738
8.48 IPS |
|
Face Detection (F16)
|
100% |
759
8.72 IPS |
|
Face Detection (I8)
|
75% |
570
6.54 IPS |
|
Text Classification (F32)
|
100% |
749
296.2 IPS |
|
Text Classification (F16)
|
100% |
749
296.1 IPS |
|
Machine Translation (F32)
|
100% |
979
150.8 IPS |
|
Machine Translation (F16)
|
100% |
978
150.8 IPS |