Upload Date | November 03 2021 04:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.3 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.86 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
453
48.5 IPS |
|
Image Classification (F16)
|
100% |
420
45.0 IPS |
|
Image Classification (I8)
|
81% |
215
23.1 IPS |
|
Image Segmentation (F32)
|
100% |
752
4.64 IPS |
|
Image Segmentation (F16)
|
100% |
769
4.75 IPS |
|
Image Segmentation (I8)
|
89% |
854
5.28 IPS |
|
Pose Estimation (F32)
|
100% |
170
0.69 IPS |
|
Pose Estimation (F16)
|
100% |
206
0.83 IPS |
|
Pose Estimation (I8)
|
80% |
276
1.12 IPS |
|
Object Detection (F32)
|
100% |
691
24.3 IPS |
|
Object Detection (F16)
|
100% |
668
23.5 IPS |
|
Object Detection (I8)
|
52% |
534
18.7 IPS |
|
Face Detection (F32)
|
100% |
869
9.99 IPS |
|
Face Detection (F16)
|
100% |
859
9.87 IPS |
|
Face Detection (I8)
|
75% |
632
7.26 IPS |
|
Text Classification (F32)
|
100% |
787
311.2 IPS |
|
Text Classification (F16)
|
100% |
787
311.1 IPS |
|
Machine Translation (F32)
|
100% |
997
153.7 IPS |
|
Machine Translation (F16)
|
100% |
996
153.5 IPS |