Upload Date | February 22 2023 12:17 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.2 |
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 | |
---|---|
Size | 15.34 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
932
99.8 IPS |
|
Image Classification (F16)
|
100% |
923
98.9 IPS |
|
Image Classification (I8)
|
81% |
402
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
1331
8.22 IPS |
|
Image Segmentation (F16)
|
100% |
1329
8.21 IPS |
|
Image Segmentation (I8)
|
89% |
1483
9.16 IPS |
|
Pose Estimation (F32)
|
100% |
669
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
665
2.69 IPS |
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
Object Detection (F32)
|
100% |
1423
49.9 IPS |
|
Object Detection (F16)
|
100% |
1412
49.5 IPS |
|
Object Detection (I8)
|
52% |
603
21.2 IPS |
|
Face Detection (F32)
|
100% |
1631
18.7 IPS |
|
Face Detection (F16)
|
100% |
1647
18.9 IPS |
|
Face Detection (I8)
|
75% |
811
9.31 IPS |
|
Text Classification (F32)
|
100% |
607
240.0 IPS |
|
Text Classification (F16)
|
100% |
626
247.7 IPS |
|
Machine Translation (F32)
|
100% |
1814
279.5 IPS |
|
Machine Translation (F16)
|
100% |
1820
280.4 IPS |