Upload Date | May 16 2022 07:19 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
938
100.5 IPS |
|
Image Classification (F16)
|
100% |
933
100.0 IPS |
|
Image Classification (I8)
|
81% |
387
41.4 IPS |
|
Image Segmentation (F32)
|
100% |
1335
8.24 IPS |
|
Image Segmentation (F16)
|
100% |
1335
8.25 IPS |
|
Image Segmentation (I8)
|
89% |
1576
9.73 IPS |
|
Pose Estimation (F32)
|
100% |
673
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
672
2.72 IPS |
|
Pose Estimation (I8)
|
80% |
803
3.25 IPS |
|
Object Detection (F32)
|
100% |
1448
50.8 IPS |
|
Object Detection (F16)
|
100% |
1425
50.0 IPS |
|
Object Detection (I8)
|
52% |
588
20.6 IPS |
|
Face Detection (F32)
|
100% |
1643
18.9 IPS |
|
Face Detection (F16)
|
100% |
1628
18.7 IPS |
|
Face Detection (I8)
|
75% |
809
9.29 IPS |
|
Text Classification (F32)
|
100% |
604
238.8 IPS |
|
Text Classification (F16)
|
100% |
664
262.8 IPS |
|
Machine Translation (F32)
|
100% |
1832
282.4 IPS |
|
Machine Translation (F16)
|
100% |
1837
283.1 IPS |