Upload Date | June 13 2021 07:00 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,10 |
Model ID | iPad13,10 |
Motherboard | J523AP |
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 | 7.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
932
99.9 IPS |
|
Image Classification (F16)
|
100% |
935
100.2 IPS |
|
Image Classification (I8)
|
81% |
401
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
1252
7.73 IPS |
|
Image Segmentation (F16)
|
100% |
1250
7.72 IPS |
|
Image Segmentation (I8)
|
89% |
1516
9.37 IPS |
|
Pose Estimation (F32)
|
100% |
674
2.73 IPS |
|
Pose Estimation (F16)
|
100% |
675
2.73 IPS |
|
Pose Estimation (I8)
|
80% |
797
3.22 IPS |
|
Object Detection (F32)
|
100% |
1470
51.6 IPS |
|
Object Detection (F16)
|
100% |
1469
51.6 IPS |
|
Object Detection (I8)
|
52% |
627
22.0 IPS |
|
Face Detection (F32)
|
100% |
1702
19.5 IPS |
|
Face Detection (F16)
|
100% |
1647
18.9 IPS |
|
Face Detection (I8)
|
75% |
840
9.66 IPS |
|
Text Classification (F32)
|
100% |
737
291.3 IPS |
|
Text Classification (F16)
|
100% |
636
251.4 IPS |
|
Machine Translation (F32)
|
100% |
1850
285.1 IPS |
|
Machine Translation (F16)
|
100% |
1856
286.0 IPS |