Upload Date | May 14 2022 11:33 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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 | |
---|---|
Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
935
100.2 IPS |
|
Image Classification (F16)
|
100% |
942
100.9 IPS |
|
Image Classification (I8)
|
81% |
397
42.6 IPS |
|
Image Segmentation (F32)
|
100% |
1329
8.21 IPS |
|
Image Segmentation (F16)
|
100% |
1333
8.24 IPS |
|
Image Segmentation (I8)
|
89% |
1469
9.08 IPS |
|
Pose Estimation (F32)
|
100% |
660
2.67 IPS |
|
Pose Estimation (F16)
|
100% |
651
2.63 IPS |
|
Pose Estimation (I8)
|
80% |
799
3.23 IPS |
|
Object Detection (F32)
|
100% |
1463
51.3 IPS |
|
Object Detection (F16)
|
100% |
1460
51.2 IPS |
|
Object Detection (I8)
|
52% |
595
20.9 IPS |
|
Face Detection (F32)
|
100% |
1664
19.1 IPS |
|
Face Detection (F16)
|
100% |
1696
19.5 IPS |
|
Face Detection (I8)
|
75% |
816
9.38 IPS |
|
Text Classification (F32)
|
100% |
607
239.9 IPS |
|
Text Classification (F16)
|
100% |
606
239.7 IPS |
|
Machine Translation (F32)
|
100% |
1874
288.9 IPS |
|
Machine Translation (F16)
|
100% |
1842
283.8 IPS |