Upload Date | October 24 2021 01:36 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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% |
315
33.7 IPS |
|
Image Classification (F16)
|
100% |
314
33.7 IPS |
|
Image Classification (I8)
|
81% |
265
28.4 IPS |
|
Image Segmentation (F32)
|
100% |
526
3.25 IPS |
|
Image Segmentation (F16)
|
100% |
524
3.24 IPS |
|
Image Segmentation (I8)
|
89% |
744
4.60 IPS |
|
Pose Estimation (F32)
|
100% |
140
0.57 IPS |
|
Pose Estimation (F16)
|
100% |
140
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
190
0.77 IPS |
|
Object Detection (F32)
|
100% |
463
16.3 IPS |
|
Object Detection (F16)
|
100% |
463
16.2 IPS |
|
Object Detection (I8)
|
52% |
471
16.5 IPS |
|
Face Detection (F32)
|
100% |
575
6.60 IPS |
|
Face Detection (F16)
|
100% |
580
6.66 IPS |
|
Face Detection (I8)
|
75% |
503
5.78 IPS |
|
Text Classification (F32)
|
100% |
513
203.0 IPS |
|
Text Classification (F16)
|
100% |
516
204.0 IPS |
|
Machine Translation (F32)
|
100% |
668
102.9 IPS |
|
Machine Translation (F16)
|
100% |
670
103.2 IPS |