Upload Date | November 03 2021 04:10 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
---|---|
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% |
239
25.6 IPS |
|
Image Classification (F16)
|
100% |
239
25.6 IPS |
|
Image Classification (I8)
|
81% |
338
36.2 IPS |
|
Image Segmentation (F32)
|
100% |
391
2.42 IPS |
|
Image Segmentation (F16)
|
100% |
390
2.41 IPS |
|
Image Segmentation (I8)
|
89% |
684
4.22 IPS |
|
Pose Estimation (F32)
|
100% |
88
0.35 IPS |
|
Pose Estimation (F16)
|
100% |
88
0.36 IPS |
|
Pose Estimation (I8)
|
80% |
125
0.51 IPS |
|
Object Detection (F32)
|
100% |
355
12.5 IPS |
|
Object Detection (F16)
|
100% |
354
12.4 IPS |
|
Object Detection (I8)
|
52% |
500
17.5 IPS |
|
Face Detection (F32)
|
100% |
440
5.05 IPS |
|
Face Detection (F16)
|
100% |
436
5.01 IPS |
|
Face Detection (I8)
|
75% |
463
5.31 IPS |
|
Text Classification (F32)
|
100% |
428
169.2 IPS |
|
Text Classification (F16)
|
100% |
434
171.8 IPS |
|
Machine Translation (F32)
|
100% |
484
74.6 IPS |
|
Machine Translation (F16)
|
100% |
483
74.4 IPS |