Upload Date | September 28 2021 08:05 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
282
30.2 IPS |
|
Image Classification (F16)
|
100% |
274
29.4 IPS |
|
Image Classification (I8)
|
81% |
172
18.4 IPS |
|
Image Segmentation (F32)
|
100% |
494
3.05 IPS |
|
Image Segmentation (F16)
|
100% |
497
3.07 IPS |
|
Image Segmentation (I8)
|
89% |
704
4.35 IPS |
|
Pose Estimation (F32)
|
100% |
131
0.53 IPS |
|
Pose Estimation (F16)
|
100% |
131
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
180
0.73 IPS |
|
Object Detection (F32)
|
100% |
440
15.5 IPS |
|
Object Detection (F16)
|
100% |
439
15.4 IPS |
|
Object Detection (I8)
|
52% |
341
12.0 IPS |
|
Face Detection (F32)
|
100% |
542
6.22 IPS |
|
Face Detection (F16)
|
100% |
543
6.24 IPS |
|
Face Detection (I8)
|
75% |
434
4.98 IPS |
|
Text Classification (F32)
|
100% |
336
133.0 IPS |
|
Text Classification (F16)
|
100% |
303
120.0 IPS |
|
Machine Translation (F32)
|
100% |
693
106.8 IPS |
|
Machine Translation (F16)
|
100% |
695
107.1 IPS |