Upload Date | September 28 2021 07:53 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.4.2 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
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 | 3.68 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
472
50.5 IPS |
|
Image Classification (F16)
|
100% |
437
46.8 IPS |
|
Image Classification (I8)
|
81% |
269
28.8 IPS |
|
Image Segmentation (F32)
|
100% |
762
4.71 IPS |
|
Image Segmentation (F16)
|
100% |
759
4.69 IPS |
|
Image Segmentation (I8)
|
89% |
976
6.03 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
174
0.71 IPS |
|
Pose Estimation (I8)
|
80% |
253
1.02 IPS |
|
Object Detection (F32)
|
100% |
675
23.7 IPS |
|
Object Detection (F16)
|
100% |
680
23.9 IPS |
|
Object Detection (I8)
|
52% |
527
18.5 IPS |
|
Face Detection (F32)
|
100% |
806
9.27 IPS |
|
Face Detection (F16)
|
100% |
824
9.46 IPS |
|
Face Detection (I8)
|
75% |
611
7.02 IPS |
|
Text Classification (F32)
|
100% |
766
303.1 IPS |
|
Text Classification (F16)
|
100% |
760
300.7 IPS |
|
Machine Translation (F32)
|
100% |
997
153.7 IPS |
|
Machine Translation (F16)
|
100% |
997
153.7 IPS |