Upload Date | May 17 2022 11:25 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.67 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
459
49.2 IPS |
|
Image Classification (F16)
|
100% |
461
49.4 IPS |
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
747
4.61 IPS |
|
Image Segmentation (F16)
|
100% |
750
4.63 IPS |
|
Image Segmentation (I8)
|
89% |
956
5.90 IPS |
|
Pose Estimation (F32)
|
100% |
228
0.92 IPS |
|
Pose Estimation (F16)
|
100% |
229
0.93 IPS |
|
Pose Estimation (I8)
|
80% |
263
1.07 IPS |
|
Object Detection (F32)
|
100% |
676
23.7 IPS |
|
Object Detection (F16)
|
100% |
673
23.6 IPS |
|
Object Detection (I8)
|
52% |
534
18.7 IPS |
|
Face Detection (F32)
|
100% |
882
10.1 IPS |
|
Face Detection (F16)
|
100% |
827
9.50 IPS |
|
Face Detection (I8)
|
75% |
617
7.09 IPS |
|
Text Classification (F32)
|
100% |
785
310.4 IPS |
|
Text Classification (F16)
|
100% |
765
302.4 IPS |
|
Machine Translation (F32)
|
100% |
987
152.2 IPS |
|
Machine Translation (F16)
|
100% |
986
151.9 IPS |