Upload Date | October 23 2021 10:31 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,3 |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 1.37 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 | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
456
48.9 IPS |
|
Image Classification (F16)
|
100% |
441
47.3 IPS |
|
Image Classification (I8)
|
81% |
866
92.7 IPS |
|
Image Segmentation (F32)
|
100% |
556
3.43 IPS |
|
Image Segmentation (F16)
|
100% |
558
3.44 IPS |
|
Image Segmentation (I8)
|
89% |
1494
9.23 IPS |
|
Pose Estimation (F32)
|
100% |
332
1.34 IPS |
|
Pose Estimation (F16)
|
100% |
336
1.36 IPS |
|
Pose Estimation (I8)
|
80% |
385
1.56 IPS |
|
Object Detection (F32)
|
100% |
726
25.5 IPS |
|
Object Detection (F16)
|
100% |
727
25.5 IPS |
|
Object Detection (I8)
|
52% |
1111
39.0 IPS |
|
Face Detection (F32)
|
100% |
851
9.78 IPS |
|
Face Detection (F16)
|
100% |
848
9.75 IPS |
|
Face Detection (I8)
|
75% |
1150
13.2 IPS |
|
Text Classification (F32)
|
100% |
1188
469.7 IPS |
|
Text Classification (F16)
|
100% |
1181
467.2 IPS |
|
Machine Translation (F32)
|
100% |
914
140.9 IPS |
|
Machine Translation (F16)
|
100% |
909
140.1 IPS |