Upload Date | May 16 2023 08:23 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
369
39.5 IPS |
|
Image Classification (F16)
|
100% |
360
38.6 IPS |
|
Image Classification (I8)
|
81% |
249
26.7 IPS |
|
Image Segmentation (F32)
|
100% |
574
3.55 IPS |
|
Image Segmentation (F16)
|
100% |
611
3.77 IPS |
|
Image Segmentation (I8)
|
89% |
855
5.28 IPS |
|
Pose Estimation (F32)
|
100% |
212
0.86 IPS |
|
Pose Estimation (F16)
|
100% |
202
0.82 IPS |
|
Pose Estimation (I8)
|
80% |
220
0.89 IPS |
|
Object Detection (F32)
|
100% |
552
19.4 IPS |
|
Object Detection (F16)
|
100% |
581
20.4 IPS |
|
Object Detection (I8)
|
52% |
430
15.1 IPS |
|
Face Detection (F32)
|
100% |
708
8.14 IPS |
|
Face Detection (F16)
|
100% |
692
7.95 IPS |
|
Face Detection (I8)
|
75% |
584
6.70 IPS |
|
Text Classification (F32)
|
100% |
684
270.6 IPS |
|
Text Classification (F16)
|
100% |
713
282.0 IPS |
|
Machine Translation (F32)
|
100% |
734
113.1 IPS |
|
Machine Translation (F16)
|
100% |
741
114.2 IPS |