Upload Date | May 14 2022 01:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
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 | 3.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
631
67.6 IPS |
|
Image Classification (F16)
|
100% |
586
62.7 IPS |
|
Image Classification (I8)
|
81% |
378
40.6 IPS |
|
Image Segmentation (F32)
|
100% |
967
5.97 IPS |
|
Image Segmentation (F16)
|
100% |
914
5.65 IPS |
|
Image Segmentation (I8)
|
89% |
1346
8.31 IPS |
|
Pose Estimation (F32)
|
100% |
337
1.36 IPS |
|
Pose Estimation (F16)
|
100% |
334
1.35 IPS |
|
Pose Estimation (I8)
|
80% |
421
1.70 IPS |
|
Object Detection (F32)
|
100% |
829
29.1 IPS |
|
Object Detection (F16)
|
100% |
847
29.7 IPS |
|
Object Detection (I8)
|
52% |
653
22.9 IPS |
|
Face Detection (F32)
|
100% |
1045
12.0 IPS |
|
Face Detection (F16)
|
100% |
1022
11.7 IPS |
|
Face Detection (I8)
|
75% |
802
9.21 IPS |
|
Text Classification (F32)
|
100% |
1770
699.9 IPS |
|
Text Classification (F16)
|
100% |
1806
714.4 IPS |
|
Machine Translation (F32)
|
100% |
1681
259.0 IPS |
|
Machine Translation (F16)
|
100% |
1684
259.5 IPS |