Upload Date | October 04 2023 09:23 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0.2 |
Model | iPhone16,2 |
Model ID | iPhone16,2 |
Motherboard | D84AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.70 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 | 7.47 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
751
80.5 IPS |
|
Image Classification (F16)
|
100% |
980
105.0 IPS |
|
Image Classification (I8)
|
81% |
563
60.3 IPS |
|
Image Segmentation (F32)
|
100% |
1335
8.25 IPS |
|
Image Segmentation (F16)
|
100% |
1313
8.11 IPS |
|
Image Segmentation (I8)
|
89% |
1647
10.2 IPS |
|
Pose Estimation (F32)
|
100% |
484
1.96 IPS |
|
Pose Estimation (F16)
|
100% |
480
1.94 IPS |
|
Pose Estimation (I8)
|
80% |
646
2.62 IPS |
|
Object Detection (F32)
|
100% |
1362
47.8 IPS |
|
Object Detection (F16)
|
100% |
1408
49.4 IPS |
|
Object Detection (I8)
|
52% |
897
31.5 IPS |
|
Face Detection (F32)
|
100% |
1790
20.6 IPS |
|
Face Detection (F16)
|
100% |
1731
19.9 IPS |
|
Face Detection (I8)
|
75% |
1014
11.7 IPS |
|
Text Classification (F32)
|
100% |
4188
1.66 KIPS |
|
Text Classification (F16)
|
100% |
3263
1.29 KIPS |
|
Machine Translation (F32)
|
100% |
2849
439.1 IPS |
|
Machine Translation (F16)
|
100% |
2856
440.1 IPS |