Upload Date | June 13 2021 07:07 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.6 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 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 | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
242
25.9 IPS |
|
Image Classification (F16)
|
100% |
237
25.4 IPS |
|
Image Classification (I8)
|
81% |
439
47.0 IPS |
|
Image Segmentation (F32)
|
100% |
456
2.82 IPS |
|
Image Segmentation (F16)
|
100% |
454
2.80 IPS |
|
Image Segmentation (I8)
|
89% |
799
4.94 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
135
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
167
0.68 IPS |
|
Object Detection (F32)
|
100% |
391
13.7 IPS |
|
Object Detection (F16)
|
100% |
401
14.1 IPS |
|
Object Detection (I8)
|
52% |
591
20.8 IPS |
|
Face Detection (F32)
|
100% |
505
5.80 IPS |
|
Face Detection (F16)
|
100% |
487
5.60 IPS |
|
Face Detection (I8)
|
75% |
554
6.36 IPS |
|
Text Classification (F32)
|
100% |
523
206.8 IPS |
|
Text Classification (F16)
|
100% |
522
206.6 IPS |
|
Machine Translation (F32)
|
100% |
477
73.6 IPS |
|
Machine Translation (F16)
|
100% |
542
83.5 IPS |