Upload Date | October 03 2023 06:17 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1 |
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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
715
76.6 IPS |
|
Image Classification (F16)
|
100% |
673
72.1 IPS |
|
Image Classification (I8)
|
81% |
411
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
1004
6.20 IPS |
|
Image Segmentation (F16)
|
100% |
977
6.04 IPS |
|
Image Segmentation (I8)
|
89% |
1387
8.57 IPS |
|
Pose Estimation (F32)
|
100% |
357
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
359
1.45 IPS |
|
Pose Estimation (I8)
|
80% |
424
1.72 IPS |
|
Object Detection (F32)
|
100% |
903
31.7 IPS |
|
Object Detection (F16)
|
100% |
909
31.9 IPS |
|
Object Detection (I8)
|
52% |
706
24.8 IPS |
|
Face Detection (F32)
|
100% |
1104
12.7 IPS |
|
Face Detection (F16)
|
100% |
1091
12.5 IPS |
|
Face Detection (I8)
|
75% |
817
9.38 IPS |
|
Text Classification (F32)
|
100% |
2757
1.09 KIPS |
|
Text Classification (F16)
|
100% |
2770
1.10 KIPS |
|
Machine Translation (F32)
|
100% |
1706
263.0 IPS |
|
Machine Translation (F16)
|
100% |
1707
263.1 IPS |