Upload Date | May 31 2023 03:54 AM |
Views | 2 |
System Information | |
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Operating System | iOS 16.6 |
Model | iPhone SE (2nd generation) |
Model ID | iPhone12,8 |
Motherboard | D79AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.89 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
535
57.3 IPS |
|
Image Classification (F16)
|
100% |
535
57.3 IPS |
|
Image Classification (I8)
|
81% |
321
34.4 IPS |
|
Image Segmentation (F32)
|
100% |
877
5.42 IPS |
|
Image Segmentation (F16)
|
100% |
859
5.31 IPS |
|
Image Segmentation (I8)
|
89% |
1101
6.80 IPS |
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
268
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
335
1.36 IPS |
|
Object Detection (F32)
|
100% |
795
27.9 IPS |
|
Object Detection (F16)
|
100% |
790
27.7 IPS |
|
Object Detection (I8)
|
52% |
608
21.3 IPS |
|
Face Detection (F32)
|
100% |
983
11.3 IPS |
|
Face Detection (F16)
|
100% |
957
11.0 IPS |
|
Face Detection (I8)
|
75% |
710
8.16 IPS |
|
Text Classification (F32)
|
100% |
1760
696.2 IPS |
|
Text Classification (F16)
|
100% |
1750
692.3 IPS |
|
Machine Translation (F32)
|
100% |
1215
187.2 IPS |
|
Machine Translation (F16)
|
100% |
1203
185.4 IPS |