Upload Date | September 15 2021 09:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone 8 |
Model ID | iPhone10,4 |
Motherboard | D201AP |
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 | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
367
39.4 IPS |
|
Image Classification (F16)
|
100% |
304
32.6 IPS |
|
Image Classification (I8)
|
81% |
428
45.8 IPS |
|
Image Segmentation (F32)
|
100% |
472
2.92 IPS |
|
Image Segmentation (F16)
|
100% |
542
3.35 IPS |
|
Image Segmentation (I8)
|
89% |
796
4.92 IPS |
|
Pose Estimation (F32)
|
100% |
187
0.76 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
167
0.67 IPS |
|
Object Detection (F32)
|
100% |
436
15.3 IPS |
|
Object Detection (F16)
|
100% |
446
15.6 IPS |
|
Object Detection (I8)
|
52% |
493
17.3 IPS |
|
Face Detection (F32)
|
100% |
567
6.51 IPS |
|
Face Detection (F16)
|
100% |
552
6.34 IPS |
|
Face Detection (I8)
|
75% |
579
6.65 IPS |
|
Text Classification (F32)
|
100% |
435
172.0 IPS |
|
Text Classification (F16)
|
100% |
580
229.5 IPS |
|
Machine Translation (F32)
|
100% |
622
95.9 IPS |
|
Machine Translation (F16)
|
100% |
675
104.0 IPS |