Upload Date | December 10 2023 04:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
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% |
316
33.8 IPS |
|
Image Classification (F16)
|
100% |
316
33.9 IPS |
|
Image Classification (I8)
|
81% |
261
28.0 IPS |
|
Image Segmentation (F32)
|
100% |
513
3.17 IPS |
|
Image Segmentation (F16)
|
100% |
523
3.23 IPS |
|
Image Segmentation (I8)
|
89% |
743
4.59 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
147
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
191
0.77 IPS |
|
Object Detection (F32)
|
100% |
468
16.4 IPS |
|
Object Detection (F16)
|
100% |
460
16.2 IPS |
|
Object Detection (I8)
|
52% |
453
15.9 IPS |
|
Face Detection (F32)
|
100% |
574
6.60 IPS |
|
Face Detection (F16)
|
100% |
574
6.60 IPS |
|
Face Detection (I8)
|
75% |
500
5.74 IPS |
|
Text Classification (F32)
|
100% |
493
194.8 IPS |
|
Text Classification (F16)
|
100% |
511
202.3 IPS |
|
Machine Translation (F32)
|
100% |
688
106.0 IPS |
|
Machine Translation (F16)
|
100% |
684
105.4 IPS |