Upload Date | August 14 2023 01:16 PM |
Views | 1 |
System Information | |
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Operating System | iOS 16.6 |
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 | |
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Size | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
941
100.9 IPS |
|
Image Classification (F16)
|
100% |
918
98.4 IPS |
|
Image Classification (I8)
|
81% |
388
41.5 IPS |
|
Image Segmentation (F32)
|
100% |
1325
8.19 IPS |
|
Image Segmentation (F16)
|
100% |
1330
8.22 IPS |
|
Image Segmentation (I8)
|
89% |
1469
9.07 IPS |
|
Pose Estimation (F32)
|
100% |
667
2.70 IPS |
|
Pose Estimation (F16)
|
100% |
670
2.71 IPS |
|
Pose Estimation (I8)
|
80% |
790
3.20 IPS |
|
Object Detection (F32)
|
100% |
1405
49.3 IPS |
|
Object Detection (F16)
|
100% |
1409
49.4 IPS |
|
Object Detection (I8)
|
52% |
599
21.0 IPS |
|
Face Detection (F32)
|
100% |
1631
18.7 IPS |
|
Face Detection (F16)
|
100% |
1643
18.9 IPS |
|
Face Detection (I8)
|
75% |
805
9.24 IPS |
|
Text Classification (F32)
|
100% |
612
242.0 IPS |
|
Text Classification (F16)
|
100% |
711
281.3 IPS |
|
Machine Translation (F32)
|
100% |
1816
279.9 IPS |
|
Machine Translation (F16)
|
100% |
1817
280.1 IPS |