Upload Date | November 03 2021 10:16 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0.2 |
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% |
764
81.8 IPS |
|
Image Classification (F16)
|
100% |
726
77.8 IPS |
|
Image Classification (I8)
|
81% |
466
49.9 IPS |
|
Image Segmentation (F32)
|
100% |
1046
6.46 IPS |
|
Image Segmentation (F16)
|
100% |
1013
6.26 IPS |
|
Image Segmentation (I8)
|
89% |
1453
8.98 IPS |
|
Pose Estimation (F32)
|
100% |
401
1.62 IPS |
|
Pose Estimation (F16)
|
100% |
395
1.60 IPS |
|
Pose Estimation (I8)
|
80% |
462
1.87 IPS |
|
Object Detection (F32)
|
100% |
1014
35.6 IPS |
|
Object Detection (F16)
|
100% |
1020
35.8 IPS |
|
Object Detection (I8)
|
52% |
771
27.1 IPS |
|
Face Detection (F32)
|
100% |
1276
14.7 IPS |
|
Face Detection (F16)
|
100% |
1244
14.3 IPS |
|
Face Detection (I8)
|
75% |
845
9.71 IPS |
|
Text Classification (F32)
|
100% |
1181
467.0 IPS |
|
Text Classification (F16)
|
100% |
1083
428.3 IPS |
|
Machine Translation (F32)
|
100% |
1871
288.3 IPS |
|
Machine Translation (F16)
|
100% |
1934
298.0 IPS |