Upload Date | October 06 2022 06:19 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.7 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,10 |
Motherboard | J523AP |
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 | 7.31 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
956
102.4 IPS |
|
Image Classification (F16)
|
100% |
926
99.2 IPS |
|
Image Classification (I8)
|
81% |
405
43.4 IPS |
|
Image Segmentation (F32)
|
100% |
1329
8.21 IPS |
|
Image Segmentation (F16)
|
100% |
1329
8.21 IPS |
|
Image Segmentation (I8)
|
89% |
1461
9.03 IPS |
|
Pose Estimation (F32)
|
100% |
665
2.69 IPS |
|
Pose Estimation (F16)
|
100% |
661
2.67 IPS |
|
Pose Estimation (I8)
|
80% |
795
3.22 IPS |
|
Object Detection (F32)
|
100% |
1440
50.5 IPS |
|
Object Detection (F16)
|
100% |
1450
50.9 IPS |
|
Object Detection (I8)
|
52% |
591
20.7 IPS |
|
Face Detection (F32)
|
100% |
1638
18.8 IPS |
|
Face Detection (F16)
|
100% |
1636
18.8 IPS |
|
Face Detection (I8)
|
75% |
788
9.06 IPS |
|
Text Classification (F32)
|
100% |
654
258.6 IPS |
|
Text Classification (F16)
|
100% |
674
266.5 IPS |
|
Machine Translation (F32)
|
100% |
1879
289.7 IPS |
|
Machine Translation (F16)
|
100% |
1843
284.1 IPS |