Upload Date | November 24 2022 06:42 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% |
941
100.8 IPS |
|
Image Classification (F16)
|
100% |
945
101.2 IPS |
|
Image Classification (I8)
|
81% |
404
43.2 IPS |
|
Image Segmentation (F32)
|
100% |
1350
8.34 IPS |
|
Image Segmentation (F16)
|
100% |
1350
8.34 IPS |
|
Image Segmentation (I8)
|
89% |
1490
9.21 IPS |
|
Pose Estimation (F32)
|
100% |
640
2.59 IPS |
|
Pose Estimation (F16)
|
100% |
640
2.59 IPS |
|
Pose Estimation (I8)
|
80% |
787
3.18 IPS |
|
Object Detection (F32)
|
100% |
1445
50.7 IPS |
|
Object Detection (F16)
|
100% |
1454
51.0 IPS |
|
Object Detection (I8)
|
52% |
650
22.8 IPS |
|
Face Detection (F32)
|
100% |
1693
19.4 IPS |
|
Face Detection (F16)
|
100% |
1683
19.3 IPS |
|
Face Detection (I8)
|
75% |
812
9.33 IPS |
|
Text Classification (F32)
|
100% |
707
279.6 IPS |
|
Text Classification (F16)
|
100% |
834
329.7 IPS |
|
Machine Translation (F32)
|
100% |
1707
263.1 IPS |
|
Machine Translation (F16)
|
100% |
1847
284.7 IPS |