Upload Date | September 09 2024 06:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.6.1 |
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 | 3.77 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 | 7.44 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1071
114.7 IPS |
|
Image Classification (F16)
|
100% |
1048
112.3 IPS |
|
Image Classification (I8)
|
81% |
663
71.0 IPS |
|
Image Segmentation (F32)
|
100% |
1433
8.85 IPS |
|
Image Segmentation (F16)
|
100% |
1399
8.64 IPS |
|
Image Segmentation (I8)
|
89% |
1675
10.3 IPS |
|
Pose Estimation (F32)
|
100% |
496
2.01 IPS |
|
Pose Estimation (F16)
|
100% |
493
1.99 IPS |
|
Pose Estimation (I8)
|
80% |
651
2.64 IPS |
|
Object Detection (F32)
|
100% |
1415
49.7 IPS |
|
Object Detection (F16)
|
100% |
1411
49.5 IPS |
|
Object Detection (I8)
|
52% |
946
33.2 IPS |
|
Face Detection (F32)
|
100% |
1837
21.1 IPS |
|
Face Detection (F16)
|
100% |
1816
20.9 IPS |
|
Face Detection (I8)
|
75% |
1042
12.0 IPS |
|
Text Classification (F32)
|
100% |
5371
2.12 KIPS |
|
Text Classification (F16)
|
100% |
5375
2.13 KIPS |
|
Machine Translation (F32)
|
100% |
2861
440.9 IPS |
|
Machine Translation (F16)
|
100% |
2854
439.8 IPS |