Upload Date | November 05 2021 04:38 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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% |
466
49.9 IPS |
|
Image Classification (F16)
|
100% |
452
48.4 IPS |
|
Image Classification (I8)
|
81% |
267
28.6 IPS |
|
Image Segmentation (F32)
|
100% |
759
4.69 IPS |
|
Image Segmentation (F16)
|
100% |
756
4.67 IPS |
|
Image Segmentation (I8)
|
89% |
960
5.93 IPS |
|
Pose Estimation (F32)
|
100% |
164
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
210
0.85 IPS |
|
Pose Estimation (I8)
|
80% |
264
1.07 IPS |
|
Object Detection (F32)
|
100% |
690
24.2 IPS |
|
Object Detection (F16)
|
100% |
705
24.7 IPS |
|
Object Detection (I8)
|
52% |
493
17.3 IPS |
|
Face Detection (F32)
|
100% |
799
9.18 IPS |
|
Face Detection (F16)
|
100% |
849
9.75 IPS |
|
Face Detection (I8)
|
75% |
610
7.01 IPS |
|
Text Classification (F32)
|
100% |
778
307.7 IPS |
|
Text Classification (F16)
|
100% |
778
307.9 IPS |
|
Machine Translation (F32)
|
100% |
989
152.4 IPS |
|
Machine Translation (F16)
|
100% |
992
152.9 IPS |