Upload Date | October 14 2021 07:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.1 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
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 | 2.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
639
68.4 IPS |
|
Image Classification (F16)
|
100% |
1041
111.6 IPS |
|
Image Classification (I8)
|
81% |
401
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
3086
19.1 IPS |
|
Image Segmentation (F16)
|
100% |
4804
29.7 IPS |
|
Image Segmentation (I8)
|
89% |
736
4.54 IPS |
|
Pose Estimation (F32)
|
100% |
1209
4.89 IPS |
|
Pose Estimation (F16)
|
100% |
3448
14.0 IPS |
|
Pose Estimation (I8)
|
80% |
139
0.56 IPS |
|
Object Detection (F32)
|
100% |
1347
47.3 IPS |
|
Object Detection (F16)
|
99% |
1497
52.5 IPS |
|
Object Detection (I8)
|
52% |
562
19.7 IPS |
|
Face Detection (F32)
|
100% |
3202
36.8 IPS |
|
Face Detection (F16)
|
97% |
5056
58.1 IPS |
|
Face Detection (I8)
|
75% |
533
6.13 IPS |
|
Text Classification (F32)
|
100% |
647
256.0 IPS |
|
Text Classification (F16)
|
98% |
780
308.6 IPS |
|
Machine Translation (F32)
|
100% |
986
151.9 IPS |
|
Machine Translation (F16)
|
100% |
968
149.2 IPS |