Upload Date | October 14 2021 06:54 AM |
Views | 4 |
System Information | |
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Operating System | iOS 15.0.2 |
Model | iPad mini (5th generation) |
Model ID | iPad11,2 |
Motherboard | J211AP |
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 | 2.85 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
467
50.0 IPS |
|
Image Classification (F16)
|
100% |
465
49.8 IPS |
|
Image Classification (I8)
|
81% |
285
30.5 IPS |
|
Image Segmentation (F32)
|
100% |
772
4.77 IPS |
|
Image Segmentation (F16)
|
100% |
761
4.70 IPS |
|
Image Segmentation (I8)
|
89% |
979
6.05 IPS |
|
Pose Estimation (F32)
|
100% |
262
1.06 IPS |
|
Pose Estimation (F16)
|
100% |
261
1.06 IPS |
|
Pose Estimation (I8)
|
80% |
276
1.12 IPS |
|
Object Detection (F32)
|
100% |
714
25.1 IPS |
|
Object Detection (F16)
|
100% |
718
25.2 IPS |
|
Object Detection (I8)
|
52% |
542
19.0 IPS |
|
Face Detection (F32)
|
100% |
901
10.4 IPS |
|
Face Detection (F16)
|
100% |
896
10.3 IPS |
|
Face Detection (I8)
|
75% |
527
6.06 IPS |
|
Text Classification (F32)
|
100% |
772
305.3 IPS |
|
Text Classification (F16)
|
100% |
790
312.5 IPS |
|
Machine Translation (F32)
|
100% |
993
153.1 IPS |
|
Machine Translation (F16)
|
100% |
989
152.5 IPS |