Upload Date | June 12 2021 06:29 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
470
50.4 IPS |
|
Image Classification (F16)
|
100% |
466
49.9 IPS |
|
Image Classification (I8)
|
81% |
269
28.8 IPS |
|
Image Segmentation (F32)
|
100% |
762
4.71 IPS |
|
Image Segmentation (F16)
|
100% |
760
4.70 IPS |
|
Image Segmentation (I8)
|
89% |
978
6.04 IPS |
|
Pose Estimation (F32)
|
100% |
243
0.98 IPS |
|
Pose Estimation (F16)
|
100% |
137
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
247
1.00 IPS |
|
Object Detection (F32)
|
100% |
680
23.9 IPS |
|
Object Detection (F16)
|
100% |
681
23.9 IPS |
|
Object Detection (I8)
|
52% |
518
18.2 IPS |
|
Face Detection (F32)
|
100% |
824
9.46 IPS |
|
Face Detection (F16)
|
100% |
781
8.97 IPS |
|
Face Detection (I8)
|
75% |
605
6.95 IPS |
|
Text Classification (F32)
|
100% |
781
308.7 IPS |
|
Text Classification (F16)
|
100% |
765
302.4 IPS |
|
Machine Translation (F32)
|
100% |
996
153.5 IPS |
|
Machine Translation (F16)
|
100% |
990
152.6 IPS |