User | P-Dog |
Upload Date | June 15 2021 04:07 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
CPU Information | |
---|---|
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% |
458
49.1 IPS |
|
Image Classification (F16)
|
100% |
455
48.8 IPS |
|
Image Classification (I8)
|
81% |
277
29.6 IPS |
|
Image Segmentation (F32)
|
100% |
755
4.66 IPS |
|
Image Segmentation (F16)
|
100% |
734
4.54 IPS |
|
Image Segmentation (I8)
|
89% |
949
5.86 IPS |
|
Pose Estimation (F32)
|
100% |
124
0.50 IPS |
|
Pose Estimation (F16)
|
100% |
147
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
668
23.4 IPS |
|
Object Detection (F16)
|
100% |
673
23.6 IPS |
|
Object Detection (I8)
|
52% |
541
19.0 IPS |
|
Face Detection (F32)
|
100% |
707
8.13 IPS |
|
Face Detection (F16)
|
100% |
719
8.26 IPS |
|
Face Detection (I8)
|
75% |
573
6.58 IPS |
|
Text Classification (F32)
|
100% |
776
306.9 IPS |
|
Text Classification (F16)
|
100% |
774
306.0 IPS |
|
Machine Translation (F32)
|
100% |
995
153.3 IPS |
|
Machine Translation (F16)
|
100% |
995
153.4 IPS |