Upload Date | October 07 2022 01:29 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2889
309.5 IPS |
|
Image Classification (F16)
|
100% |
4448
476.6 IPS |
|
Image Classification (I8)
|
81% |
692
74.1 IPS |
|
Image Segmentation (F32)
|
100% |
5877
36.3 IPS |
|
Image Segmentation (F16)
|
100% |
8264
51.0 IPS |
|
Image Segmentation (I8)
|
89% |
1246
7.70 IPS |
|
Pose Estimation (F32)
|
100% |
1905
7.71 IPS |
|
Pose Estimation (F16)
|
100% |
4888
19.8 IPS |
|
Pose Estimation (I8)
|
80% |
233
0.94 IPS |
|
Object Detection (F32)
|
100% |
3266
114.6 IPS |
|
Object Detection (F16)
|
100% |
3345
117.4 IPS |
|
Object Detection (I8)
|
52% |
988
34.7 IPS |
|
Face Detection (F32)
|
100% |
5104
58.6 IPS |
|
Face Detection (F16)
|
97% |
9270
106.5 IPS |
|
Face Detection (I8)
|
75% |
947
10.9 IPS |
|
Text Classification (F32)
|
100% |
1914
757.1 IPS |
|
Text Classification (F16)
|
100% |
1703
673.5 IPS |
|
Machine Translation (F32)
|
100% |
2024
311.9 IPS |
|
Machine Translation (F16)
|
100% |
2023
311.8 IPS |