Upload Date | October 22 2021 09:17 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
CPU Information | |
---|---|
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 | 2.77 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
473
50.6 IPS |
|
Image Classification (F16)
|
100% |
447
47.9 IPS |
|
Image Classification (I8)
|
81% |
286
30.7 IPS |
|
Image Segmentation (F32)
|
100% |
756
4.67 IPS |
|
Image Segmentation (F16)
|
100% |
741
4.57 IPS |
|
Image Segmentation (I8)
|
89% |
952
5.88 IPS |
|
Pose Estimation (F32)
|
100% |
152
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
156
0.63 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
676
23.7 IPS |
|
Object Detection (F16)
|
100% |
673
23.6 IPS |
|
Object Detection (I8)
|
52% |
522
18.3 IPS |
|
Face Detection (F32)
|
100% |
746
8.57 IPS |
|
Face Detection (F16)
|
100% |
749
8.61 IPS |
|
Face Detection (I8)
|
75% |
563
6.47 IPS |
|
Text Classification (F32)
|
100% |
780
308.6 IPS |
|
Text Classification (F16)
|
100% |
780
308.3 IPS |
|
Machine Translation (F32)
|
100% |
1000
154.1 IPS |
|
Machine Translation (F16)
|
100% |
1001
154.3 IPS |