Upload Date | May 15 2022 02:17 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone14,6 |
Model ID | iPhone14,6 |
Motherboard | D49AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 3.79 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
756
81.0 IPS |
|
Image Classification (F16)
|
100% |
737
78.9 IPS |
|
Image Classification (I8)
|
81% |
475
50.9 IPS |
|
Image Segmentation (F32)
|
100% |
1072
6.62 IPS |
|
Image Segmentation (F16)
|
100% |
1038
6.41 IPS |
|
Image Segmentation (I8)
|
89% |
1440
8.89 IPS |
|
Pose Estimation (F32)
|
100% |
412
1.67 IPS |
|
Pose Estimation (F16)
|
100% |
401
1.62 IPS |
|
Pose Estimation (I8)
|
80% |
469
1.90 IPS |
|
Object Detection (F32)
|
100% |
1021
35.8 IPS |
|
Object Detection (F16)
|
100% |
1029
36.1 IPS |
|
Object Detection (I8)
|
52% |
774
27.2 IPS |
|
Face Detection (F32)
|
100% |
1297
14.9 IPS |
|
Face Detection (F16)
|
100% |
1183
13.6 IPS |
|
Face Detection (I8)
|
75% |
1126
12.9 IPS |
|
Text Classification (F32)
|
100% |
988
390.8 IPS |
|
Text Classification (F16)
|
100% |
1102
435.9 IPS |
|
Machine Translation (F32)
|
100% |
1953
301.0 IPS |
|
Machine Translation (F16)
|
100% |
1956
301.4 IPS |