Upload Date | September 26 2022 10:45 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.4 |
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 | 3.22 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% |
758
81.2 IPS |
|
Image Classification (F16)
|
100% |
722
77.4 IPS |
|
Image Classification (I8)
|
81% |
457
48.9 IPS |
|
Image Segmentation (F32)
|
100% |
1086
6.71 IPS |
|
Image Segmentation (F16)
|
100% |
1010
6.24 IPS |
|
Image Segmentation (I8)
|
89% |
1443
8.91 IPS |
|
Pose Estimation (F32)
|
100% |
401
1.62 IPS |
|
Pose Estimation (F16)
|
100% |
393
1.59 IPS |
|
Pose Estimation (I8)
|
80% |
466
1.89 IPS |
|
Object Detection (F32)
|
100% |
1003
35.2 IPS |
|
Object Detection (F16)
|
100% |
1009
35.4 IPS |
|
Object Detection (I8)
|
52% |
781
27.4 IPS |
|
Face Detection (F32)
|
100% |
1251
14.4 IPS |
|
Face Detection (F16)
|
100% |
1223
14.1 IPS |
|
Face Detection (I8)
|
75% |
847
9.73 IPS |
|
Text Classification (F32)
|
100% |
984
389.2 IPS |
|
Text Classification (F16)
|
100% |
1048
414.3 IPS |
|
Machine Translation (F32)
|
100% |
1946
299.9 IPS |
|
Machine Translation (F16)
|
100% |
1949
300.3 IPS |