Upload Date | February 22 2023 12:41 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
764
81.8 IPS |
|
Image Classification (F16)
|
100% |
751
80.5 IPS |
|
Image Classification (I8)
|
81% |
424
45.4 IPS |
|
Image Segmentation (F32)
|
100% |
1140
7.04 IPS |
|
Image Segmentation (F16)
|
100% |
1115
6.89 IPS |
|
Image Segmentation (I8)
|
89% |
1419
8.77 IPS |
|
Pose Estimation (F32)
|
100% |
429
1.74 IPS |
|
Pose Estimation (F16)
|
100% |
417
1.69 IPS |
|
Pose Estimation (I8)
|
80% |
471
1.91 IPS |
|
Object Detection (F32)
|
100% |
1090
38.3 IPS |
|
Object Detection (F16)
|
100% |
1109
38.9 IPS |
|
Object Detection (I8)
|
52% |
674
23.6 IPS |
|
Face Detection (F32)
|
100% |
1356
15.6 IPS |
|
Face Detection (F16)
|
100% |
1335
15.3 IPS |
|
Face Detection (I8)
|
75% |
842
9.67 IPS |
|
Text Classification (F32)
|
100% |
1028
406.6 IPS |
|
Text Classification (F16)
|
100% |
1037
410.2 IPS |
|
Machine Translation (F32)
|
100% |
2045
315.1 IPS |
|
Machine Translation (F16)
|
100% |
2043
314.9 IPS |