Upload Date | November 05 2021 04:48 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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% |
320
34.2 IPS |
|
Image Classification (F16)
|
100% |
319
34.2 IPS |
|
Image Classification (I8)
|
81% |
272
29.1 IPS |
|
Image Segmentation (F32)
|
100% |
529
3.27 IPS |
|
Image Segmentation (F16)
|
100% |
529
3.27 IPS |
|
Image Segmentation (I8)
|
89% |
751
4.64 IPS |
|
Pose Estimation (F32)
|
100% |
145
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
145
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
190
0.77 IPS |
|
Object Detection (F32)
|
100% |
502
17.6 IPS |
|
Object Detection (F16)
|
100% |
466
16.3 IPS |
|
Object Detection (I8)
|
52% |
476
16.7 IPS |
|
Face Detection (F32)
|
100% |
590
6.78 IPS |
|
Face Detection (F16)
|
100% |
585
6.72 IPS |
|
Face Detection (I8)
|
75% |
503
5.78 IPS |
|
Text Classification (F32)
|
100% |
520
205.6 IPS |
|
Text Classification (F16)
|
100% |
483
190.9 IPS |
|
Machine Translation (F32)
|
100% |
668
102.9 IPS |
|
Machine Translation (F16)
|
100% |
682
105.2 IPS |