Upload Date | June 12 2021 07:20 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
462
49.5 IPS |
|
Image Classification (F16)
|
100% |
464
49.7 IPS |
|
Image Classification (I8)
|
81% |
278
29.8 IPS |
|
Image Segmentation (F32)
|
100% |
754
4.66 IPS |
|
Image Segmentation (F16)
|
100% |
743
4.59 IPS |
|
Image Segmentation (I8)
|
89% |
959
5.92 IPS |
|
Pose Estimation (F32)
|
100% |
153
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
238
0.96 IPS |
|
Object Detection (F32)
|
100% |
682
23.9 IPS |
|
Object Detection (F16)
|
100% |
680
23.8 IPS |
|
Object Detection (I8)
|
52% |
517
18.1 IPS |
|
Face Detection (F32)
|
100% |
745
8.55 IPS |
|
Face Detection (F16)
|
100% |
702
8.07 IPS |
|
Face Detection (I8)
|
75% |
577
6.63 IPS |
|
Text Classification (F32)
|
100% |
784
309.9 IPS |
|
Text Classification (F16)
|
100% |
782
309.2 IPS |
|
Machine Translation (F32)
|
100% |
994
153.3 IPS |
|
Machine Translation (F16)
|
100% |
993
153.0 IPS |