Upload Date | July 22 2021 09:50 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.78 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
807
86.5 IPS |
|
Image Classification (F16)
|
100% |
1058
113.3 IPS |
|
Image Classification (I8)
|
81% |
200
21.5 IPS |
|
Image Segmentation (F32)
|
100% |
2720
16.8 IPS |
|
Image Segmentation (F16)
|
100% |
4139
25.6 IPS |
|
Image Segmentation (I8)
|
89% |
352
2.17 IPS |
|
Pose Estimation (F32)
|
100% |
903
3.65 IPS |
|
Pose Estimation (F16)
|
100% |
2977
12.0 IPS |
|
Pose Estimation (I8)
|
80% |
104
0.42 IPS |
|
Object Detection (F32)
|
100% |
1461
51.3 IPS |
|
Object Detection (F16)
|
99% |
1484
52.1 IPS |
|
Object Detection (I8)
|
52% |
549
19.3 IPS |
|
Face Detection (F32)
|
100% |
3050
35.0 IPS |
|
Face Detection (F16)
|
97% |
5050
58.0 IPS |
|
Face Detection (I8)
|
75% |
427
4.90 IPS |
|
Text Classification (F32)
|
100% |
684
270.7 IPS |
|
Text Classification (F16)
|
98% |
829
327.7 IPS |
|
Machine Translation (F32)
|
100% |
954
147.1 IPS |
|
Machine Translation (F16)
|
100% |
959
147.8 IPS |