Upload Date | November 03 2021 10:59 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
380
40.8 IPS |
|
Image Classification (F16)
|
100% |
371
39.8 IPS |
|
Image Classification (I8)
|
81% |
291
31.1 IPS |
|
Image Segmentation (F32)
|
100% |
622
3.84 IPS |
|
Image Segmentation (F16)
|
100% |
617
3.81 IPS |
|
Image Segmentation (I8)
|
89% |
856
5.29 IPS |
|
Pose Estimation (F32)
|
100% |
206
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
187
0.76 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
445
15.6 IPS |
|
Object Detection (F16)
|
100% |
492
17.3 IPS |
|
Object Detection (I8)
|
52% |
494
17.3 IPS |
|
Face Detection (F32)
|
100% |
641
7.36 IPS |
|
Face Detection (F16)
|
100% |
587
6.75 IPS |
|
Face Detection (I8)
|
75% |
562
6.46 IPS |
|
Text Classification (F32)
|
100% |
436
172.3 IPS |
|
Text Classification (F16)
|
100% |
580
229.3 IPS |
|
Machine Translation (F32)
|
100% |
618
95.3 IPS |
|
Machine Translation (F16)
|
100% |
675
104.1 IPS |