Upload Date | May 11 2021 12:20 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 3.67 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3264
349.8 IPS |
|
Image Classification (F16)
|
100% |
3191
341.9 IPS |
|
Image Classification (I8)
|
81% |
444
47.5 IPS |
|
Image Segmentation (F32)
|
100% |
1565
9.67 IPS |
|
Image Segmentation (F16)
|
100% |
1555
9.60 IPS |
|
Image Segmentation (I8)
|
89% |
817
5.05 IPS |
|
Pose Estimation (F32)
|
100% |
8735
35.3 IPS |
|
Pose Estimation (F16)
|
100% |
8753
35.4 IPS |
|
Pose Estimation (I8)
|
80% |
149
0.60 IPS |
|
Object Detection (F32)
|
94% |
1890
66.3 IPS |
|
Object Detection (F16)
|
94% |
1884
66.1 IPS |
|
Object Detection (I8)
|
52% |
517
18.1 IPS |
|
Face Detection (F32)
|
67% |
3932
45.2 IPS |
|
Face Detection (F16)
|
67% |
4069
46.8 IPS |
|
Face Detection (I8)
|
75% |
632
7.27 IPS |
|
Text Classification (F32)
|
100% |
701
277.3 IPS |
|
Text Classification (F16)
|
100% |
778
307.7 IPS |
|
Machine Translation (F32)
|
100% |
1206
185.8 IPS |
|
Machine Translation (F16)
|
100% |
1196
184.4 IPS |