Upload Date | September 28 2021 10:59 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
222
23.7 IPS |
|
Image Classification (F16)
|
100% |
397
42.6 IPS |
|
Image Classification (I8)
|
81% |
322
34.5 IPS |
|
Image Segmentation (F32)
|
100% |
617
3.81 IPS |
|
Image Segmentation (F16)
|
100% |
621
3.83 IPS |
|
Image Segmentation (I8)
|
89% |
589
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
445
1.80 IPS |
|
Pose Estimation (F16)
|
100% |
438
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
126
0.51 IPS |
|
Object Detection (F32)
|
100% |
407
14.3 IPS |
|
Object Detection (F16)
|
100% |
625
21.9 IPS |
|
Object Detection (I8)
|
52% |
459
16.1 IPS |
|
Face Detection (F32)
|
100% |
675
7.76 IPS |
|
Face Detection (F16)
|
100% |
710
8.16 IPS |
|
Face Detection (I8)
|
75% |
418
4.80 IPS |
|
Text Classification (F32)
|
98% |
152
60.0 IPS |
|
Text Classification (F16)
|
98% |
136
53.7 IPS |
|
Machine Translation (F32)
|
100% |
678
104.4 IPS |
|
Machine Translation (F16)
|
100% |
607
93.5 IPS |