Upload Date | May 16 2022 10:52 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
541
58.0 IPS |
|
Image Classification (F16)
|
100% |
533
57.1 IPS |
|
Image Classification (I8)
|
81% |
327
35.0 IPS |
|
Image Segmentation (F32)
|
100% |
875
5.41 IPS |
|
Image Segmentation (F16)
|
100% |
853
5.27 IPS |
|
Image Segmentation (I8)
|
89% |
1104
6.82 IPS |
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
Pose Estimation (F16)
|
100% |
276
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
339
1.37 IPS |
|
Object Detection (F32)
|
100% |
785
27.6 IPS |
|
Object Detection (F16)
|
100% |
795
27.9 IPS |
|
Object Detection (I8)
|
52% |
604
21.2 IPS |
|
Face Detection (F32)
|
100% |
980
11.3 IPS |
|
Face Detection (F16)
|
100% |
1000
11.5 IPS |
|
Face Detection (I8)
|
75% |
721
8.28 IPS |
|
Text Classification (F32)
|
100% |
1680
664.3 IPS |
|
Text Classification (F16)
|
100% |
1734
686.0 IPS |
|
Machine Translation (F32)
|
100% |
1166
179.7 IPS |
|
Machine Translation (F16)
|
100% |
1186
182.8 IPS |