Upload Date | October 05 2024 10:04 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.7 |
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% |
484
51.8 IPS |
|
Image Classification (F16)
|
100% |
477
51.1 IPS |
|
Image Classification (I8)
|
81% |
281
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
793
4.90 IPS |
|
Image Segmentation (F16)
|
100% |
782
4.83 IPS |
|
Image Segmentation (I8)
|
89% |
980
6.06 IPS |
|
Pose Estimation (F32)
|
100% |
252
1.02 IPS |
|
Pose Estimation (F16)
|
100% |
251
1.01 IPS |
|
Pose Estimation (I8)
|
80% |
274
1.11 IPS |
|
Object Detection (F32)
|
100% |
712
25.0 IPS |
|
Object Detection (F16)
|
100% |
712
25.0 IPS |
|
Object Detection (I8)
|
52% |
540
19.0 IPS |
|
Face Detection (F32)
|
100% |
880
10.1 IPS |
|
Face Detection (F16)
|
100% |
873
10.0 IPS |
|
Face Detection (I8)
|
75% |
642
7.37 IPS |
|
Text Classification (F32)
|
100% |
711
281.2 IPS |
|
Text Classification (F16)
|
100% |
786
310.8 IPS |
|
Machine Translation (F32)
|
100% |
1015
156.4 IPS |
|
Machine Translation (F16)
|
100% |
1007
155.1 IPS |