Upload Date | June 15 2021 01:51 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
463
49.6 IPS |
|
Image Classification (F16)
|
100% |
458
49.1 IPS |
|
Image Classification (I8)
|
81% |
277
29.7 IPS |
|
Image Segmentation (F32)
|
100% |
763
4.71 IPS |
|
Image Segmentation (F16)
|
100% |
760
4.69 IPS |
|
Image Segmentation (I8)
|
89% |
972
6.01 IPS |
|
Pose Estimation (F32)
|
100% |
236
0.95 IPS |
|
Pose Estimation (F16)
|
100% |
174
0.71 IPS |
|
Pose Estimation (I8)
|
80% |
244
0.99 IPS |
|
Object Detection (F32)
|
100% |
678
23.8 IPS |
|
Object Detection (F16)
|
100% |
680
23.9 IPS |
|
Object Detection (I8)
|
52% |
529
18.6 IPS |
|
Face Detection (F32)
|
100% |
756
8.69 IPS |
|
Face Detection (F16)
|
100% |
765
8.79 IPS |
|
Face Detection (I8)
|
75% |
592
6.80 IPS |
|
Text Classification (F32)
|
100% |
781
309.0 IPS |
|
Text Classification (F16)
|
100% |
781
309.0 IPS |
|
Machine Translation (F32)
|
100% |
992
152.9 IPS |
|
Machine Translation (F16)
|
100% |
993
153.0 IPS |