Upload Date | September 26 2022 03:58 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.1 |
Model | iPad mini (6th generation) |
Model ID | iPad14,2 |
Motherboard | J311AP |
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% |
712
76.3 IPS |
|
Image Classification (F16)
|
100% |
655
70.1 IPS |
|
Image Classification (I8)
|
81% |
467
50.0 IPS |
|
Image Segmentation (F32)
|
100% |
1005
6.21 IPS |
|
Image Segmentation (F16)
|
100% |
961
5.94 IPS |
|
Image Segmentation (I8)
|
89% |
1426
8.81 IPS |
|
Pose Estimation (F32)
|
100% |
376
1.52 IPS |
|
Pose Estimation (F16)
|
100% |
371
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
447
1.81 IPS |
|
Object Detection (F32)
|
100% |
957
33.6 IPS |
|
Object Detection (F16)
|
100% |
969
34.0 IPS |
|
Object Detection (I8)
|
52% |
768
27.0 IPS |
|
Face Detection (F32)
|
100% |
1194
13.7 IPS |
|
Face Detection (F16)
|
100% |
1166
13.4 IPS |
|
Face Detection (I8)
|
75% |
836
9.61 IPS |
|
Text Classification (F32)
|
100% |
1029
406.8 IPS |
|
Text Classification (F16)
|
100% |
1136
449.3 IPS |
|
Machine Translation (F32)
|
100% |
1916
295.3 IPS |
|
Machine Translation (F16)
|
100% |
1924
296.5 IPS |