Upload Date | December 10 2023 04:46 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
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 | 3.78 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% |
1088
116.6 IPS |
|
Image Classification (F16)
|
100% |
1066
114.2 IPS |
|
Image Classification (I8)
|
81% |
647
69.4 IPS |
|
Image Segmentation (F32)
|
100% |
1475
9.11 IPS |
|
Image Segmentation (F16)
|
100% |
1437
8.87 IPS |
|
Image Segmentation (I8)
|
89% |
1663
10.3 IPS |
|
Pose Estimation (F32)
|
100% |
526
2.13 IPS |
|
Pose Estimation (F16)
|
100% |
523
2.12 IPS |
|
Pose Estimation (I8)
|
80% |
683
2.77 IPS |
|
Object Detection (F32)
|
100% |
1501
52.7 IPS |
|
Object Detection (F16)
|
100% |
1495
52.4 IPS |
|
Object Detection (I8)
|
52% |
939
33.0 IPS |
|
Face Detection (F32)
|
100% |
1903
21.9 IPS |
|
Face Detection (F16)
|
100% |
1880
21.6 IPS |
|
Face Detection (I8)
|
75% |
1039
11.9 IPS |
|
Text Classification (F32)
|
100% |
5230
2.07 KIPS |
|
Text Classification (F16)
|
100% |
4931
1.95 KIPS |
|
Machine Translation (F32)
|
100% |
2836
437.0 IPS |
|
Machine Translation (F16)
|
100% |
2844
438.3 IPS |