Upload Date | October 21 2021 06:38 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
476
51.0 IPS |
|
Image Classification (F16)
|
100% |
469
50.2 IPS |
|
Image Classification (I8)
|
81% |
277
29.7 IPS |
|
Image Segmentation (F32)
|
100% |
748
4.62 IPS |
|
Image Segmentation (F16)
|
100% |
715
4.42 IPS |
|
Image Segmentation (I8)
|
89% |
923
5.70 IPS |
|
Pose Estimation (F32)
|
100% |
166
0.67 IPS |
|
Pose Estimation (F16)
|
100% |
202
0.82 IPS |
|
Pose Estimation (I8)
|
80% |
247
1.00 IPS |
|
Object Detection (F32)
|
100% |
650
22.8 IPS |
|
Object Detection (F16)
|
100% |
630
22.1 IPS |
|
Object Detection (I8)
|
52% |
501
17.6 IPS |
|
Face Detection (F32)
|
100% |
717
8.24 IPS |
|
Face Detection (F16)
|
100% |
653
7.51 IPS |
|
Face Detection (I8)
|
75% |
502
5.77 IPS |
|
Text Classification (F32)
|
100% |
521
205.9 IPS |
|
Text Classification (F16)
|
100% |
578
228.5 IPS |
|
Machine Translation (F32)
|
100% |
791
121.9 IPS |
|
Machine Translation (F16)
|
100% |
835
128.6 IPS |