Upload Date | September 15 2021 09:44 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
323
34.6 IPS |
|
Image Classification (F16)
|
100% |
322
34.5 IPS |
|
Image Classification (I8)
|
81% |
274
29.3 IPS |
|
Image Segmentation (F32)
|
100% |
540
3.33 IPS |
|
Image Segmentation (F16)
|
100% |
539
3.33 IPS |
|
Image Segmentation (I8)
|
89% |
781
4.83 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
146
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
192
0.78 IPS |
|
Object Detection (F32)
|
100% |
474
16.6 IPS |
|
Object Detection (F16)
|
100% |
470
16.5 IPS |
|
Object Detection (I8)
|
52% |
487
17.1 IPS |
|
Face Detection (F32)
|
100% |
593
6.81 IPS |
|
Face Detection (F16)
|
100% |
586
6.74 IPS |
|
Face Detection (I8)
|
75% |
525
6.03 IPS |
|
Text Classification (F32)
|
100% |
526
207.9 IPS |
|
Text Classification (F16)
|
100% |
517
204.5 IPS |
|
Machine Translation (F32)
|
100% |
667
102.8 IPS |
|
Machine Translation (F16)
|
100% |
667
102.8 IPS |