Upload Date | October 24 2021 01:03 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.70 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
465
49.8 IPS |
|
Image Classification (F16)
|
100% |
463
49.6 IPS |
|
Image Classification (I8)
|
81% |
278
29.8 IPS |
|
Image Segmentation (F32)
|
100% |
777
4.80 IPS |
|
Image Segmentation (F16)
|
100% |
764
4.72 IPS |
|
Image Segmentation (I8)
|
89% |
981
6.06 IPS |
|
Pose Estimation (F32)
|
100% |
226
0.92 IPS |
|
Pose Estimation (F16)
|
100% |
214
0.87 IPS |
|
Pose Estimation (I8)
|
80% |
206
0.83 IPS |
|
Object Detection (F32)
|
100% |
681
23.9 IPS |
|
Object Detection (F16)
|
100% |
675
23.7 IPS |
|
Object Detection (I8)
|
52% |
534
18.7 IPS |
|
Face Detection (F32)
|
100% |
809
9.29 IPS |
|
Face Detection (F16)
|
100% |
830
9.53 IPS |
|
Face Detection (I8)
|
75% |
633
7.27 IPS |
|
Text Classification (F32)
|
100% |
792
313.1 IPS |
|
Text Classification (F16)
|
100% |
791
312.8 IPS |
|
Machine Translation (F32)
|
100% |
995
153.4 IPS |
|
Machine Translation (F16)
|
100% |
992
152.9 IPS |