Upload Date | September 28 2021 07:57 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 1.38 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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
429
46.0 IPS |
|
Image Classification (F16)
|
100% |
465
49.8 IPS |
|
Image Classification (I8)
|
81% |
905
96.9 IPS |
|
Image Segmentation (F32)
|
100% |
565
3.49 IPS |
|
Image Segmentation (F16)
|
100% |
563
3.48 IPS |
|
Image Segmentation (I8)
|
89% |
1459
9.01 IPS |
|
Pose Estimation (F32)
|
100% |
260
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
332
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
383
1.55 IPS |
|
Object Detection (F32)
|
100% |
721
25.3 IPS |
|
Object Detection (F16)
|
100% |
719
25.2 IPS |
|
Object Detection (I8)
|
52% |
1141
40.0 IPS |
|
Face Detection (F32)
|
100% |
858
9.86 IPS |
|
Face Detection (F16)
|
100% |
853
9.80 IPS |
|
Face Detection (I8)
|
75% |
1156
13.3 IPS |
|
Text Classification (F32)
|
100% |
1236
488.9 IPS |
|
Text Classification (F16)
|
100% |
1223
483.8 IPS |
|
Machine Translation (F32)
|
100% |
924
142.4 IPS |
|
Machine Translation (F16)
|
100% |
928
143.1 IPS |