Upload Date | June 11 2021 03:01 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.1 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
632
67.8 IPS |
|
Image Classification (F16)
|
100% |
609
65.2 IPS |
|
Image Classification (I8)
|
81% |
438
47.0 IPS |
|
Image Segmentation (F32)
|
100% |
952
5.88 IPS |
|
Image Segmentation (F16)
|
100% |
929
5.74 IPS |
|
Image Segmentation (I8)
|
89% |
1372
8.47 IPS |
|
Pose Estimation (F32)
|
100% |
349
1.41 IPS |
|
Pose Estimation (F16)
|
100% |
343
1.39 IPS |
|
Pose Estimation (I8)
|
80% |
423
1.71 IPS |
|
Object Detection (F32)
|
100% |
843
29.6 IPS |
|
Object Detection (F16)
|
100% |
852
29.9 IPS |
|
Object Detection (I8)
|
52% |
736
25.8 IPS |
|
Face Detection (F32)
|
100% |
1060
12.2 IPS |
|
Face Detection (F16)
|
100% |
1028
11.8 IPS |
|
Face Detection (I8)
|
75% |
813
9.35 IPS |
|
Text Classification (F32)
|
100% |
2280
901.7 IPS |
|
Text Classification (F16)
|
100% |
2280
901.7 IPS |
|
Machine Translation (F32)
|
100% |
1682
259.3 IPS |
|
Machine Translation (F16)
|
100% |
1686
259.8 IPS |