Upload Date | September 28 2021 10:52 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
545
58.4 IPS |
|
Image Classification (F16)
|
100% |
534
57.2 IPS |
|
Image Classification (I8)
|
81% |
328
35.1 IPS |
|
Image Segmentation (F32)
|
100% |
861
5.32 IPS |
|
Image Segmentation (F16)
|
100% |
847
5.23 IPS |
|
Image Segmentation (I8)
|
89% |
1101
6.80 IPS |
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
Pose Estimation (F16)
|
100% |
274
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
129
0.52 IPS |
|
Object Detection (F32)
|
100% |
646
22.7 IPS |
|
Object Detection (F16)
|
100% |
761
26.7 IPS |
|
Object Detection (I8)
|
52% |
616
21.6 IPS |
|
Face Detection (F32)
|
100% |
829
9.52 IPS |
|
Face Detection (F16)
|
100% |
845
9.71 IPS |
|
Face Detection (I8)
|
75% |
702
8.07 IPS |
|
Text Classification (F32)
|
100% |
1778
703.4 IPS |
|
Text Classification (F16)
|
100% |
2015
796.8 IPS |
|
Machine Translation (F32)
|
100% |
1211
186.7 IPS |
|
Machine Translation (F16)
|
100% |
1209
186.3 IPS |