Upload Date | October 21 2021 07:44 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.1 |
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 | 3.24 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% |
775
83.0 IPS |
|
Image Classification (F16)
|
100% |
771
82.6 IPS |
|
Image Classification (I8)
|
81% |
450
48.2 IPS |
|
Image Segmentation (F32)
|
100% |
1125
6.95 IPS |
|
Image Segmentation (F16)
|
100% |
1116
6.89 IPS |
|
Image Segmentation (I8)
|
89% |
1496
9.24 IPS |
|
Pose Estimation (F32)
|
100% |
434
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
433
1.75 IPS |
|
Pose Estimation (I8)
|
80% |
501
2.03 IPS |
|
Object Detection (F32)
|
100% |
1137
39.9 IPS |
|
Object Detection (F16)
|
100% |
1090
38.2 IPS |
|
Object Detection (I8)
|
52% |
729
25.6 IPS |
|
Face Detection (F32)
|
100% |
1341
15.4 IPS |
|
Face Detection (F16)
|
100% |
1322
15.2 IPS |
|
Face Detection (I8)
|
75% |
853
9.80 IPS |
|
Text Classification (F32)
|
100% |
1134
448.5 IPS |
|
Text Classification (F16)
|
100% |
1176
464.9 IPS |
|
Machine Translation (F32)
|
100% |
1963
302.6 IPS |
|
Machine Translation (F16)
|
100% |
1962
302.3 IPS |