Upload Date | August 06 2022 03:56 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.6 |
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% |
549
58.9 IPS |
|
Image Classification (F16)
|
100% |
515
55.2 IPS |
|
Image Classification (I8)
|
81% |
313
33.5 IPS |
|
Image Segmentation (F32)
|
100% |
861
5.32 IPS |
|
Image Segmentation (F16)
|
100% |
848
5.24 IPS |
|
Image Segmentation (I8)
|
89% |
1094
6.76 IPS |
|
Pose Estimation (F32)
|
100% |
263
1.06 IPS |
|
Pose Estimation (F16)
|
100% |
263
1.06 IPS |
|
Pose Estimation (I8)
|
80% |
319
1.29 IPS |
|
Object Detection (F32)
|
100% |
776
27.2 IPS |
|
Object Detection (F16)
|
100% |
820
28.8 IPS |
|
Object Detection (I8)
|
52% |
603
21.2 IPS |
|
Face Detection (F32)
|
100% |
955
11.0 IPS |
|
Face Detection (F16)
|
100% |
959
11.0 IPS |
|
Face Detection (I8)
|
75% |
719
8.26 IPS |
|
Text Classification (F32)
|
100% |
1730
684.4 IPS |
|
Text Classification (F16)
|
100% |
1684
666.1 IPS |
|
Machine Translation (F32)
|
100% |
1205
185.7 IPS |
|
Machine Translation (F16)
|
100% |
1203
185.4 IPS |