Upload Date | November 05 2021 04:26 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0 |
Model | iPad mini (6th generation) |
Model ID | iPad14,1 |
Motherboard | J310AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.92 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 | |
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Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
767
82.2 IPS |
|
Image Classification (F16)
|
100% |
733
78.5 IPS |
|
Image Classification (I8)
|
81% |
467
50.0 IPS |
|
Image Segmentation (F32)
|
100% |
1037
6.40 IPS |
|
Image Segmentation (F16)
|
100% |
1033
6.38 IPS |
|
Image Segmentation (I8)
|
89% |
1426
8.81 IPS |
|
Pose Estimation (F32)
|
100% |
405
1.64 IPS |
|
Pose Estimation (F16)
|
100% |
400
1.62 IPS |
|
Pose Estimation (I8)
|
80% |
471
1.91 IPS |
|
Object Detection (F32)
|
100% |
1038
36.4 IPS |
|
Object Detection (F16)
|
100% |
1042
36.6 IPS |
|
Object Detection (I8)
|
52% |
770
27.0 IPS |
|
Face Detection (F32)
|
100% |
1296
14.9 IPS |
|
Face Detection (F16)
|
100% |
1248
14.3 IPS |
|
Face Detection (I8)
|
75% |
856
9.83 IPS |
|
Text Classification (F32)
|
100% |
1486
587.9 IPS |
|
Text Classification (F16)
|
100% |
1426
563.8 IPS |
|
Machine Translation (F32)
|
100% |
1873
288.7 IPS |
|
Machine Translation (F16)
|
100% |
1880
289.7 IPS |