Upload Date | September 24 2024 10:18 AM |
Views | 4 |
System Information | |
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Operating System | iOS 17.4.1 |
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% |
732
78.4 IPS |
|
Image Classification (F16)
|
100% |
668
71.5 IPS |
|
Image Classification (I8)
|
81% |
242
26.0 IPS |
|
Image Segmentation (F32)
|
100% |
1065
6.58 IPS |
|
Image Segmentation (F16)
|
100% |
1029
6.36 IPS |
|
Image Segmentation (I8)
|
89% |
1282
7.92 IPS |
|
Pose Estimation (F32)
|
100% |
336
1.36 IPS |
|
Pose Estimation (F16)
|
100% |
323
1.31 IPS |
|
Pose Estimation (I8)
|
80% |
415
1.68 IPS |
|
Object Detection (F32)
|
100% |
989
34.7 IPS |
|
Object Detection (F16)
|
100% |
990
34.8 IPS |
|
Object Detection (I8)
|
52% |
657
23.1 IPS |
|
Face Detection (F32)
|
100% |
1230
14.1 IPS |
|
Face Detection (F16)
|
100% |
1186
13.6 IPS |
|
Face Detection (I8)
|
75% |
792
9.10 IPS |
|
Text Classification (F32)
|
100% |
1049
414.8 IPS |
|
Text Classification (F16)
|
100% |
1045
413.2 IPS |
|
Machine Translation (F32)
|
100% |
1949
300.4 IPS |
|
Machine Translation (F16)
|
100% |
1953
300.9 IPS |