Upload Date | September 28 2021 07:53 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,4 |
Model ID | iPhone14,4 |
Motherboard | D16AP |
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 | 3.61 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
750
80.4 IPS |
|
Image Classification (F16)
|
100% |
711
76.2 IPS |
|
Image Classification (I8)
|
81% |
463
49.6 IPS |
|
Image Segmentation (F32)
|
100% |
1036
6.40 IPS |
|
Image Segmentation (F16)
|
100% |
997
6.16 IPS |
|
Image Segmentation (I8)
|
89% |
1462
9.03 IPS |
|
Pose Estimation (F32)
|
100% |
395
1.60 IPS |
|
Pose Estimation (F16)
|
100% |
391
1.58 IPS |
|
Pose Estimation (I8)
|
80% |
468
1.89 IPS |
|
Object Detection (F32)
|
100% |
1012
35.5 IPS |
|
Object Detection (F16)
|
100% |
1011
35.5 IPS |
|
Object Detection (I8)
|
52% |
771
27.0 IPS |
|
Face Detection (F32)
|
100% |
1260
14.5 IPS |
|
Face Detection (F16)
|
100% |
1214
14.0 IPS |
|
Face Detection (I8)
|
75% |
837
9.62 IPS |
|
Text Classification (F32)
|
100% |
2010
795.1 IPS |
|
Text Classification (F16)
|
100% |
1811
716.4 IPS |
|
Machine Translation (F32)
|
100% |
1971
303.7 IPS |
|
Machine Translation (F16)
|
100% |
1978
304.8 IPS |