Upload Date | November 06 2021 04:49 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
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 | |
---|---|
Size | 2.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
452
48.4 IPS |
|
Image Classification (F16)
|
100% |
440
47.1 IPS |
|
Image Classification (I8)
|
81% |
268
28.7 IPS |
|
Image Segmentation (F32)
|
100% |
732
4.52 IPS |
|
Image Segmentation (F16)
|
100% |
708
4.38 IPS |
|
Image Segmentation (I8)
|
89% |
929
5.74 IPS |
|
Pose Estimation (F32)
|
100% |
215
0.87 IPS |
|
Pose Estimation (F16)
|
100% |
217
0.88 IPS |
|
Pose Estimation (I8)
|
80% |
250
1.01 IPS |
|
Object Detection (F32)
|
100% |
638
22.4 IPS |
|
Object Detection (F16)
|
100% |
643
22.6 IPS |
|
Object Detection (I8)
|
52% |
511
17.9 IPS |
|
Face Detection (F32)
|
100% |
802
9.21 IPS |
|
Face Detection (F16)
|
100% |
793
9.11 IPS |
|
Face Detection (I8)
|
75% |
588
6.75 IPS |
|
Text Classification (F32)
|
100% |
719
284.2 IPS |
|
Text Classification (F16)
|
100% |
694
274.5 IPS |
|
Machine Translation (F32)
|
100% |
930
143.3 IPS |
|
Machine Translation (F16)
|
100% |
909
140.0 IPS |