Upload Date | November 15 2024 03:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.6.1 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
371
39.7 IPS |
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
623
3.85 IPS |
|
Image Segmentation (F16)
|
100% |
617
3.81 IPS |
|
Image Segmentation (I8)
|
89% |
848
5.24 IPS |
|
Pose Estimation (F32)
|
100% |
199
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
202
0.82 IPS |
|
Pose Estimation (I8)
|
80% |
226
0.91 IPS |
|
Object Detection (F32)
|
100% |
572
20.1 IPS |
|
Object Detection (F16)
|
100% |
574
20.2 IPS |
|
Object Detection (I8)
|
52% |
511
17.9 IPS |
|
Face Detection (F32)
|
100% |
706
8.11 IPS |
|
Face Detection (F16)
|
100% |
666
7.65 IPS |
|
Face Detection (I8)
|
75% |
570
6.55 IPS |
|
Text Classification (F32)
|
100% |
645
255.2 IPS |
|
Text Classification (F16)
|
100% |
580
229.4 IPS |
|
Machine Translation (F32)
|
100% |
709
109.3 IPS |
|
Machine Translation (F16)
|
100% |
729
112.3 IPS |