Upload Date | June 12 2021 10:01 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
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 | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
616
66.0 IPS |
|
Image Classification (F16)
|
100% |
604
64.7 IPS |
|
Image Classification (I8)
|
81% |
455
48.7 IPS |
|
Image Segmentation (F32)
|
100% |
956
5.90 IPS |
|
Image Segmentation (F16)
|
100% |
934
5.77 IPS |
|
Image Segmentation (I8)
|
89% |
1404
8.67 IPS |
|
Pose Estimation (F32)
|
100% |
361
1.46 IPS |
|
Pose Estimation (F16)
|
100% |
353
1.43 IPS |
|
Pose Estimation (I8)
|
80% |
437
1.77 IPS |
|
Object Detection (F32)
|
100% |
925
32.5 IPS |
|
Object Detection (F16)
|
100% |
921
32.3 IPS |
|
Object Detection (I8)
|
52% |
742
26.1 IPS |
|
Face Detection (F32)
|
100% |
1079
12.4 IPS |
|
Face Detection (F16)
|
100% |
1062
12.2 IPS |
|
Face Detection (I8)
|
75% |
818
9.40 IPS |
|
Text Classification (F32)
|
100% |
2332
922.1 IPS |
|
Text Classification (F16)
|
100% |
2332
922.5 IPS |
|
Machine Translation (F32)
|
100% |
1695
261.2 IPS |
|
Machine Translation (F16)
|
100% |
1687
259.9 IPS |