Upload Date | September 26 2022 08:16 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
423
45.3 IPS |
|
Image Classification (F16)
|
100% |
459
49.2 IPS |
|
Image Classification (I8)
|
81% |
272
29.2 IPS |
|
Image Segmentation (F32)
|
100% |
755
4.66 IPS |
|
Image Segmentation (F16)
|
100% |
722
4.46 IPS |
|
Image Segmentation (I8)
|
89% |
948
5.85 IPS |
|
Pose Estimation (F32)
|
100% |
200
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
212
0.86 IPS |
|
Pose Estimation (I8)
|
80% |
260
1.05 IPS |
|
Object Detection (F32)
|
100% |
686
24.1 IPS |
|
Object Detection (F16)
|
100% |
657
23.0 IPS |
|
Object Detection (I8)
|
52% |
519
18.2 IPS |
|
Face Detection (F32)
|
100% |
838
9.63 IPS |
|
Face Detection (F16)
|
100% |
774
8.89 IPS |
|
Face Detection (I8)
|
75% |
618
7.10 IPS |
|
Text Classification (F32)
|
100% |
755
298.5 IPS |
|
Text Classification (F16)
|
100% |
751
296.9 IPS |
|
Machine Translation (F32)
|
100% |
996
153.5 IPS |
|
Machine Translation (F16)
|
100% |
989
152.5 IPS |