Upload Date | November 25 2021 04:43 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
627
67.2 IPS |
|
Image Classification (F16)
|
100% |
612
65.5 IPS |
|
Image Classification (I8)
|
81% |
398
42.7 IPS |
|
Image Segmentation (F32)
|
100% |
996
6.15 IPS |
|
Image Segmentation (F16)
|
100% |
963
5.95 IPS |
|
Image Segmentation (I8)
|
89% |
1345
8.31 IPS |
|
Pose Estimation (F32)
|
100% |
362
1.47 IPS |
|
Pose Estimation (F16)
|
100% |
354
1.43 IPS |
|
Pose Estimation (I8)
|
80% |
435
1.76 IPS |
|
Object Detection (F32)
|
100% |
916
32.2 IPS |
|
Object Detection (F16)
|
100% |
936
32.8 IPS |
|
Object Detection (I8)
|
52% |
675
23.7 IPS |
|
Face Detection (F32)
|
100% |
1108
12.7 IPS |
|
Face Detection (F16)
|
100% |
1084
12.5 IPS |
|
Face Detection (I8)
|
75% |
812
9.33 IPS |
|
Text Classification (F32)
|
100% |
2198
869.3 IPS |
|
Text Classification (F16)
|
100% |
2190
866.0 IPS |
|
Machine Translation (F32)
|
100% |
1679
258.7 IPS |
|
Machine Translation (F16)
|
100% |
1671
257.5 IPS |