Upload Date | September 16 2024 05:52 PM |
Views | 2 |
System Information | |
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Operating System | iOS 17.6.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,11 |
Motherboard | J523xAP |
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 | 15.31 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1027
110.1 IPS |
|
Image Classification (F16)
|
100% |
1062
113.8 IPS |
|
Image Classification (I8)
|
81% |
383
41.0 IPS |
|
Image Segmentation (F32)
|
100% |
1409
8.70 IPS |
|
Image Segmentation (F16)
|
100% |
1404
8.67 IPS |
|
Image Segmentation (I8)
|
89% |
1491
9.21 IPS |
|
Pose Estimation (F32)
|
100% |
687
2.78 IPS |
|
Pose Estimation (F16)
|
100% |
681
2.76 IPS |
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
Object Detection (F32)
|
100% |
1519
53.3 IPS |
|
Object Detection (F16)
|
100% |
1530
53.7 IPS |
|
Object Detection (I8)
|
52% |
641
22.5 IPS |
|
Face Detection (F32)
|
100% |
1774
20.4 IPS |
|
Face Detection (F16)
|
100% |
1774
20.4 IPS |
|
Face Detection (I8)
|
75% |
834
9.58 IPS |
|
Text Classification (F32)
|
100% |
763
301.6 IPS |
|
Text Classification (F16)
|
100% |
654
258.5 IPS |
|
Machine Translation (F32)
|
100% |
1901
293.0 IPS |
|
Machine Translation (F16)
|
100% |
1930
297.4 IPS |