Upload Date | January 15 2022 01:05 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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% |
948
101.6 IPS |
|
Image Classification (F16)
|
100% |
942
100.9 IPS |
|
Image Classification (I8)
|
81% |
389
41.6 IPS |
|
Image Segmentation (F32)
|
100% |
1339
8.27 IPS |
|
Image Segmentation (F16)
|
100% |
1342
8.29 IPS |
|
Image Segmentation (I8)
|
89% |
1522
9.40 IPS |
|
Pose Estimation (F32)
|
100% |
670
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
668
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
783
3.17 IPS |
|
Object Detection (F32)
|
100% |
1432
50.3 IPS |
|
Object Detection (F16)
|
100% |
1429
50.1 IPS |
|
Object Detection (I8)
|
52% |
668
23.4 IPS |
|
Face Detection (F32)
|
100% |
1630
18.7 IPS |
|
Face Detection (F16)
|
100% |
1641
18.9 IPS |
|
Face Detection (I8)
|
75% |
797
9.16 IPS |
|
Text Classification (F32)
|
100% |
679
268.4 IPS |
|
Text Classification (F16)
|
100% |
625
247.2 IPS |
|
Machine Translation (F32)
|
100% |
1840
283.6 IPS |
|
Machine Translation (F16)
|
100% |
1848
284.8 IPS |