User | ederpeter |
Upload Date | November 05 2022 03:08 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.1 |
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 | |
---|---|
Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
755
80.9 IPS |
|
Image Classification (F16)
|
100% |
732
78.5 IPS |
|
Image Classification (I8)
|
81% |
457
48.9 IPS |
|
Image Segmentation (F32)
|
100% |
1075
6.64 IPS |
|
Image Segmentation (F16)
|
100% |
1046
6.46 IPS |
|
Image Segmentation (I8)
|
89% |
1411
8.72 IPS |
|
Pose Estimation (F32)
|
100% |
401
1.62 IPS |
|
Pose Estimation (F16)
|
100% |
397
1.61 IPS |
|
Pose Estimation (I8)
|
80% |
470
1.90 IPS |
|
Object Detection (F32)
|
100% |
1037
36.4 IPS |
|
Object Detection (F16)
|
100% |
1061
37.2 IPS |
|
Object Detection (I8)
|
52% |
766
26.9 IPS |
|
Face Detection (F32)
|
100% |
1298
14.9 IPS |
|
Face Detection (F16)
|
100% |
1252
14.4 IPS |
|
Face Detection (I8)
|
75% |
850
9.77 IPS |
|
Text Classification (F32)
|
100% |
1030
407.5 IPS |
|
Text Classification (F16)
|
100% |
1042
412.0 IPS |
|
Machine Translation (F32)
|
100% |
1916
295.3 IPS |
|
Machine Translation (F16)
|
100% |
1917
295.4 IPS |