Upload Date | October 21 2021 07:25 PM |
Views | 2 |
System Information | |
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Operating System | iOS 15.1 |
Model | iPad Pro (9.7-inch) |
Model ID | iPad6,3 |
Motherboard | J127AP |
CPU Information | |
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Name | Apple A9X |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.26 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 1.92 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
220
23.5 IPS |
|
Image Classification (F16)
|
100% |
229
24.5 IPS |
|
Image Classification (I8)
|
81% |
405
43.4 IPS |
|
Image Segmentation (F32)
|
100% |
446
2.75 IPS |
|
Image Segmentation (F16)
|
100% |
447
2.76 IPS |
|
Image Segmentation (I8)
|
89% |
760
4.69 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
150
0.61 IPS |
|
Object Detection (F32)
|
100% |
386
13.6 IPS |
|
Object Detection (F16)
|
100% |
390
13.7 IPS |
|
Object Detection (I8)
|
52% |
579
20.3 IPS |
|
Face Detection (F32)
|
100% |
472
5.43 IPS |
|
Face Detection (F16)
|
100% |
470
5.40 IPS |
|
Face Detection (I8)
|
75% |
553
6.35 IPS |
|
Text Classification (F32)
|
100% |
563
222.5 IPS |
|
Text Classification (F16)
|
100% |
561
221.8 IPS |
|
Machine Translation (F32)
|
100% |
456
70.4 IPS |
|
Machine Translation (F16)
|
100% |
475
73.2 IPS |