Upload Date | January 25 2023 09:35 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3 |
Model | iPhone14,7 |
Model ID | iPhone14,7 |
Motherboard | D27AP |
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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
785
84.1 IPS |
|
Image Classification (F16)
|
100% |
748
80.1 IPS |
|
Image Classification (I8)
|
81% |
466
49.9 IPS |
|
Image Segmentation (F32)
|
100% |
1125
6.95 IPS |
|
Image Segmentation (F16)
|
100% |
1071
6.61 IPS |
|
Image Segmentation (I8)
|
89% |
1455
8.98 IPS |
|
Pose Estimation (F32)
|
100% |
421
1.70 IPS |
|
Pose Estimation (F16)
|
100% |
415
1.68 IPS |
|
Pose Estimation (I8)
|
80% |
483
1.95 IPS |
|
Object Detection (F32)
|
100% |
1067
37.5 IPS |
|
Object Detection (F16)
|
100% |
1074
37.7 IPS |
|
Object Detection (I8)
|
52% |
779
27.3 IPS |
|
Face Detection (F32)
|
100% |
1319
15.2 IPS |
|
Face Detection (F16)
|
100% |
1287
14.8 IPS |
|
Face Detection (I8)
|
75% |
851
9.77 IPS |
|
Text Classification (F32)
|
100% |
1020
403.4 IPS |
|
Text Classification (F16)
|
100% |
1057
417.9 IPS |
|
Machine Translation (F32)
|
100% |
2049
315.9 IPS |
|
Machine Translation (F16)
|
100% |
2058
317.1 IPS |