Upload Date | October 21 2021 07:41 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
618
66.3 IPS |
|
Image Classification (F16)
|
100% |
597
63.9 IPS |
|
Image Classification (I8)
|
81% |
415
44.4 IPS |
|
Image Segmentation (F32)
|
100% |
952
5.88 IPS |
|
Image Segmentation (F16)
|
100% |
921
5.69 IPS |
|
Image Segmentation (I8)
|
89% |
1376
8.50 IPS |
|
Pose Estimation (F32)
|
100% |
348
1.41 IPS |
|
Pose Estimation (F16)
|
100% |
340
1.38 IPS |
|
Pose Estimation (I8)
|
80% |
419
1.70 IPS |
|
Object Detection (F32)
|
100% |
860
30.2 IPS |
|
Object Detection (F16)
|
100% |
869
30.5 IPS |
|
Object Detection (I8)
|
52% |
727
25.5 IPS |
|
Face Detection (F32)
|
100% |
1040
11.9 IPS |
|
Face Detection (F16)
|
100% |
1006
11.6 IPS |
|
Face Detection (I8)
|
75% |
807
9.28 IPS |
|
Text Classification (F32)
|
100% |
2415
955.3 IPS |
|
Text Classification (F16)
|
100% |
2336
924.1 IPS |
|
Machine Translation (F32)
|
100% |
1679
258.8 IPS |
|
Machine Translation (F16)
|
100% |
1669
257.2 IPS |