Upload Date | September 23 2022 08:18 AM |
Views | 2 |
System Information | |
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Operating System | iOS 15.4.1 |
Model | iPad (6th generation) |
Model ID | iPad7,6 |
Motherboard | J72bAP |
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% |
289
30.9 IPS |
|
Image Classification (F16)
|
100% |
316
33.9 IPS |
|
Image Classification (I8)
|
81% |
565
60.5 IPS |
|
Image Segmentation (F32)
|
100% |
550
3.40 IPS |
|
Image Segmentation (F16)
|
100% |
548
3.39 IPS |
|
Image Segmentation (I8)
|
89% |
1025
6.33 IPS |
|
Pose Estimation (F32)
|
100% |
166
0.67 IPS |
|
Pose Estimation (F16)
|
100% |
163
0.66 IPS |
|
Pose Estimation (I8)
|
80% |
221
0.89 IPS |
|
Object Detection (F32)
|
100% |
498
17.5 IPS |
|
Object Detection (F16)
|
100% |
513
18.0 IPS |
|
Object Detection (I8)
|
52% |
788
27.6 IPS |
|
Face Detection (F32)
|
100% |
615
7.06 IPS |
|
Face Detection (F16)
|
100% |
608
6.99 IPS |
|
Face Detection (I8)
|
75% |
698
8.01 IPS |
|
Text Classification (F32)
|
100% |
572
226.3 IPS |
|
Text Classification (F16)
|
100% |
590
233.2 IPS |
|
Machine Translation (F32)
|
100% |
669
103.1 IPS |
|
Machine Translation (F16)
|
100% |
698
107.5 IPS |