Upload Date | May 15 2022 12:07 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
495
53.1 IPS |
|
Image Classification (F16)
|
100% |
511
54.8 IPS |
|
Image Classification (I8)
|
81% |
191
20.4 IPS |
|
Image Segmentation (F32)
|
100% |
646
3.99 IPS |
|
Image Segmentation (F16)
|
100% |
599
3.70 IPS |
|
Image Segmentation (I8)
|
89% |
873
5.40 IPS |
|
Pose Estimation (F32)
|
100% |
164
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
140
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
272
1.10 IPS |
|
Object Detection (F32)
|
100% |
762
26.7 IPS |
|
Object Detection (F16)
|
100% |
762
26.8 IPS |
|
Object Detection (I8)
|
52% |
415
14.6 IPS |
|
Face Detection (F32)
|
100% |
869
9.99 IPS |
|
Face Detection (F16)
|
100% |
847
9.73 IPS |
|
Face Detection (I8)
|
75% |
694
7.98 IPS |
|
Text Classification (F32)
|
100% |
564
223.2 IPS |
|
Text Classification (F16)
|
100% |
1365
539.9 IPS |
|
Machine Translation (F32)
|
100% |
1158
178.4 IPS |
|
Machine Translation (F16)
|
100% |
1166
179.7 IPS |