Upload Date | August 06 2022 01:16 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.0 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
220
23.6 IPS |
|
Image Classification (F16)
|
100% |
249
26.7 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
643
3.97 IPS |
|
Image Segmentation (F16)
|
100% |
631
3.89 IPS |
|
Image Segmentation (I8)
|
89% |
590
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
442
1.79 IPS |
|
Pose Estimation (F16)
|
100% |
442
1.79 IPS |
|
Pose Estimation (I8)
|
80% |
124
0.50 IPS |
|
Object Detection (F32)
|
100% |
634
22.3 IPS |
|
Object Detection (F16)
|
100% |
661
23.2 IPS |
|
Object Detection (I8)
|
52% |
459
16.1 IPS |
|
Face Detection (F32)
|
100% |
820
9.42 IPS |
|
Face Detection (F16)
|
100% |
649
7.46 IPS |
|
Face Detection (I8)
|
75% |
418
4.81 IPS |
|
Text Classification (F32)
|
98% |
142
56.1 IPS |
|
Text Classification (F16)
|
98% |
107
42.3 IPS |
|
Machine Translation (F32)
|
100% |
683
105.3 IPS |
|
Machine Translation (F16)
|
100% |
686
105.7 IPS |