Upload Date | November 06 2021 05:32 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0.2 |
Model | iPad (8th generation) |
Model ID | iPad11,6 |
Motherboard | J171aAP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.88 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
439
47.1 IPS |
|
Image Classification (F16)
|
100% |
449
48.1 IPS |
|
Image Classification (I8)
|
81% |
260
27.9 IPS |
|
Image Segmentation (F32)
|
100% |
718
4.43 IPS |
|
Image Segmentation (F16)
|
100% |
712
4.40 IPS |
|
Image Segmentation (I8)
|
89% |
734
4.53 IPS |
|
Pose Estimation (F32)
|
100% |
164
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
189
0.76 IPS |
|
Pose Estimation (I8)
|
80% |
265
1.07 IPS |
|
Object Detection (F32)
|
100% |
663
23.3 IPS |
|
Object Detection (F16)
|
100% |
666
23.4 IPS |
|
Object Detection (I8)
|
52% |
517
18.1 IPS |
|
Face Detection (F32)
|
100% |
776
8.92 IPS |
|
Face Detection (F16)
|
100% |
765
8.79 IPS |
|
Face Detection (I8)
|
75% |
558
6.41 IPS |
|
Text Classification (F32)
|
100% |
669
264.5 IPS |
|
Text Classification (F16)
|
100% |
754
298.4 IPS |
|
Machine Translation (F32)
|
100% |
990
152.6 IPS |
|
Machine Translation (F16)
|
100% |
974
150.1 IPS |