Upload Date | October 14 2021 07:07 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.1 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.60 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
622
66.7 IPS |
|
Image Classification (F16)
|
100% |
585
62.7 IPS |
|
Image Classification (I8)
|
81% |
412
44.2 IPS |
|
Image Segmentation (F32)
|
100% |
940
5.81 IPS |
|
Image Segmentation (F16)
|
100% |
905
5.59 IPS |
|
Image Segmentation (I8)
|
89% |
1374
8.49 IPS |
|
Pose Estimation (F32)
|
100% |
345
1.39 IPS |
|
Pose Estimation (F16)
|
100% |
341
1.38 IPS |
|
Pose Estimation (I8)
|
80% |
423
1.71 IPS |
|
Object Detection (F32)
|
100% |
872
30.6 IPS |
|
Object Detection (F16)
|
100% |
863
30.3 IPS |
|
Object Detection (I8)
|
52% |
728
25.5 IPS |
|
Face Detection (F32)
|
100% |
1044
12.0 IPS |
|
Face Detection (F16)
|
100% |
1010
11.6 IPS |
|
Face Detection (I8)
|
75% |
809
9.30 IPS |
|
Text Classification (F32)
|
100% |
2144
847.9 IPS |
|
Text Classification (F16)
|
100% |
2266
896.3 IPS |
|
Machine Translation (F32)
|
100% |
1697
261.5 IPS |
|
Machine Translation (F16)
|
100% |
1694
261.1 IPS |