Upload Date | December 08 2023 03:12 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
Model | iPhone16,1 |
Model ID | iPhone16,1 |
Motherboard | D83AP |
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 | 7.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1051
112.6 IPS |
|
Image Classification (F16)
|
100% |
1031
110.4 IPS |
|
Image Classification (I8)
|
81% |
648
69.5 IPS |
|
Image Segmentation (F32)
|
100% |
1371
8.47 IPS |
|
Image Segmentation (F16)
|
100% |
1350
8.34 IPS |
|
Image Segmentation (I8)
|
89% |
1663
10.3 IPS |
|
Pose Estimation (F32)
|
100% |
499
2.02 IPS |
|
Pose Estimation (F16)
|
100% |
490
1.98 IPS |
|
Pose Estimation (I8)
|
80% |
648
2.62 IPS |
|
Object Detection (F32)
|
100% |
1412
49.6 IPS |
|
Object Detection (F16)
|
100% |
1424
50.0 IPS |
|
Object Detection (I8)
|
52% |
951
33.4 IPS |
|
Face Detection (F32)
|
100% |
1841
21.1 IPS |
|
Face Detection (F16)
|
100% |
1794
20.6 IPS |
|
Face Detection (I8)
|
75% |
1024
11.8 IPS |
|
Text Classification (F32)
|
100% |
5405
2.14 KIPS |
|
Text Classification (F16)
|
100% |
5430
2.15 KIPS |
|
Machine Translation (F32)
|
100% |
2853
439.8 IPS |
|
Machine Translation (F16)
|
100% |
2857
440.3 IPS |