Upload Date | May 26 2021 08:37 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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 | 3.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
554
59.3 IPS |
|
Image Classification (F16)
|
100% |
547
58.6 IPS |
|
Image Classification (I8)
|
81% |
332
35.6 IPS |
|
Image Segmentation (F32)
|
100% |
881
5.44 IPS |
|
Image Segmentation (F16)
|
100% |
870
5.38 IPS |
|
Image Segmentation (I8)
|
89% |
1119
6.91 IPS |
|
Pose Estimation (F32)
|
100% |
284
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
282
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
342
1.38 IPS |
|
Object Detection (F32)
|
100% |
774
27.2 IPS |
|
Object Detection (F16)
|
100% |
671
23.5 IPS |
|
Object Detection (I8)
|
52% |
685
24.0 IPS |
|
Face Detection (F32)
|
100% |
756
8.69 IPS |
|
Face Detection (F16)
|
100% |
807
9.28 IPS |
|
Face Detection (I8)
|
75% |
710
8.16 IPS |
|
Text Classification (F32)
|
100% |
1995
789.0 IPS |
|
Text Classification (F16)
|
100% |
1961
775.8 IPS |
|
Machine Translation (F32)
|
100% |
1207
186.0 IPS |
|
Machine Translation (F16)
|
100% |
1210
186.5 IPS |