Upload Date | October 12 2024 05:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.0.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1033
110.7 IPS |
|
Image Classification (F16)
|
100% |
1026
109.9 IPS |
|
Image Classification (I8)
|
81% |
389
41.6 IPS |
|
Image Segmentation (F32)
|
100% |
1421
8.78 IPS |
|
Image Segmentation (F16)
|
100% |
1414
8.73 IPS |
|
Image Segmentation (I8)
|
89% |
1497
9.25 IPS |
|
Pose Estimation (F32)
|
100% |
672
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
674
2.73 IPS |
|
Pose Estimation (I8)
|
80% |
792
3.20 IPS |
|
Object Detection (F32)
|
100% |
1556
54.6 IPS |
|
Object Detection (F16)
|
100% |
1567
55.0 IPS |
|
Object Detection (I8)
|
52% |
619
21.7 IPS |
|
Face Detection (F32)
|
100% |
1768
20.3 IPS |
|
Face Detection (F16)
|
100% |
1760
20.2 IPS |
|
Face Detection (I8)
|
75% |
790
9.08 IPS |
|
Text Classification (F32)
|
100% |
630
249.3 IPS |
|
Text Classification (F16)
|
100% |
585
231.2 IPS |
|
Machine Translation (F32)
|
100% |
1782
274.7 IPS |
|
Machine Translation (F16)
|
100% |
1782
274.6 IPS |