Upload Date | May 11 2021 12:21 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
622
66.6 IPS |
|
Image Classification (F16)
|
100% |
618
66.2 IPS |
|
Image Classification (I8)
|
81% |
597
64.0 IPS |
|
Image Segmentation (F32)
|
100% |
710
4.38 IPS |
|
Image Segmentation (F16)
|
100% |
637
3.93 IPS |
|
Image Segmentation (I8)
|
89% |
1234
7.62 IPS |
|
Pose Estimation (F32)
|
100% |
260
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
223
0.90 IPS |
|
Pose Estimation (I8)
|
80% |
337
1.37 IPS |
|
Object Detection (F32)
|
100% |
506
17.8 IPS |
|
Object Detection (F16)
|
100% |
539
18.9 IPS |
|
Object Detection (I8)
|
52% |
550
19.3 IPS |
|
Face Detection (F32)
|
100% |
718
8.25 IPS |
|
Face Detection (F16)
|
100% |
680
7.81 IPS |
|
Face Detection (I8)
|
75% |
919
10.6 IPS |
|
Text Classification (F32)
|
100% |
2011
795.3 IPS |
|
Text Classification (F16)
|
100% |
2406
951.7 IPS |
|
Machine Translation (F32)
|
100% |
1678
258.7 IPS |
|
Machine Translation (F16)
|
100% |
1681
259.1 IPS |