Upload Date | September 28 2021 10:54 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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% |
651
69.8 IPS |
|
Image Classification (F16)
|
100% |
613
65.7 IPS |
|
Image Classification (I8)
|
81% |
420
44.9 IPS |
|
Image Segmentation (F32)
|
100% |
958
5.92 IPS |
|
Image Segmentation (F16)
|
100% |
933
5.76 IPS |
|
Image Segmentation (I8)
|
89% |
1375
8.50 IPS |
|
Pose Estimation (F32)
|
100% |
353
1.43 IPS |
|
Pose Estimation (F16)
|
100% |
345
1.39 IPS |
|
Pose Estimation (I8)
|
80% |
432
1.75 IPS |
|
Object Detection (F32)
|
100% |
843
29.6 IPS |
|
Object Detection (F16)
|
100% |
856
30.1 IPS |
|
Object Detection (I8)
|
52% |
688
24.1 IPS |
|
Face Detection (F32)
|
100% |
1069
12.3 IPS |
|
Face Detection (F16)
|
100% |
1041
12.0 IPS |
|
Face Detection (I8)
|
75% |
810
9.30 IPS |
|
Text Classification (F32)
|
100% |
2259
893.6 IPS |
|
Text Classification (F16)
|
100% |
2235
883.9 IPS |
|
Machine Translation (F32)
|
100% |
1685
259.6 IPS |
|
Machine Translation (F16)
|
100% |
1690
260.4 IPS |