Upload Date | October 21 2021 07:13 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.1 |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.77 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
453
48.6 IPS |
|
Image Classification (F16)
|
100% |
443
47.5 IPS |
|
Image Classification (I8)
|
81% |
283
30.3 IPS |
|
Image Segmentation (F32)
|
100% |
732
4.52 IPS |
|
Image Segmentation (F16)
|
100% |
686
4.24 IPS |
|
Image Segmentation (I8)
|
89% |
846
5.23 IPS |
|
Pose Estimation (F32)
|
100% |
159
0.65 IPS |
|
Pose Estimation (F16)
|
100% |
153
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
632
22.2 IPS |
|
Object Detection (F16)
|
100% |
655
23.0 IPS |
|
Object Detection (I8)
|
52% |
509
17.8 IPS |
|
Face Detection (F32)
|
100% |
693
7.96 IPS |
|
Face Detection (F16)
|
100% |
640
7.36 IPS |
|
Face Detection (I8)
|
75% |
549
6.31 IPS |
|
Text Classification (F32)
|
100% |
778
307.5 IPS |
|
Text Classification (F16)
|
100% |
754
298.1 IPS |
|
Machine Translation (F32)
|
100% |
994
153.3 IPS |
|
Machine Translation (F16)
|
100% |
979
150.9 IPS |