Upload Date | May 26 2021 08:15 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.5.1 |
Model | iPad (7th generation) |
Model ID | iPad7,11 |
Motherboard | J171AP |
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 | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
277
29.7 IPS |
|
Image Classification (I8)
|
81% |
518
55.5 IPS |
|
Image Segmentation (F32)
|
100% |
475
2.93 IPS |
|
Image Segmentation (F16)
|
100% |
468
2.89 IPS |
|
Image Segmentation (I8)
|
89% |
884
5.46 IPS |
|
Pose Estimation (F32)
|
100% |
149
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
135
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
174
0.70 IPS |
|
Object Detection (F32)
|
100% |
391
13.7 IPS |
|
Object Detection (F16)
|
100% |
411
14.4 IPS |
|
Object Detection (I8)
|
52% |
636
22.3 IPS |
|
Face Detection (F32)
|
100% |
545
6.26 IPS |
|
Face Detection (F16)
|
100% |
532
6.11 IPS |
|
Face Detection (I8)
|
75% |
587
6.74 IPS |
|
Text Classification (F32)
|
100% |
493
194.9 IPS |
|
Text Classification (F16)
|
100% |
513
202.9 IPS |
|
Machine Translation (F32)
|
100% |
556
85.7 IPS |
|
Machine Translation (F16)
|
100% |
588
90.6 IPS |