Upload Date | May 31 2023 02:11 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.5 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
559
59.9 IPS |
|
Image Classification (F16)
|
100% |
545
58.4 IPS |
|
Image Classification (I8)
|
81% |
177
19.0 IPS |
|
Image Segmentation (F32)
|
100% |
855
5.28 IPS |
|
Image Segmentation (F16)
|
100% |
830
5.13 IPS |
|
Image Segmentation (I8)
|
89% |
1082
6.68 IPS |
|
Pose Estimation (F32)
|
100% |
248
1.00 IPS |
|
Pose Estimation (F16)
|
100% |
245
0.99 IPS |
|
Pose Estimation (I8)
|
80% |
312
1.26 IPS |
|
Object Detection (F32)
|
100% |
789
27.7 IPS |
|
Object Detection (F16)
|
100% |
787
27.6 IPS |
|
Object Detection (I8)
|
52% |
410
14.4 IPS |
|
Face Detection (F32)
|
100% |
947
10.9 IPS |
|
Face Detection (F16)
|
100% |
940
10.8 IPS |
|
Face Detection (I8)
|
75% |
604
6.94 IPS |
|
Text Classification (F32)
|
100% |
530
209.6 IPS |
|
Text Classification (F16)
|
100% |
535
211.6 IPS |
|
Machine Translation (F32)
|
100% |
1200
185.0 IPS |
|
Machine Translation (F16)
|
100% |
1194
184.0 IPS |