Upload Date | June 13 2021 01:30 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone X |
Model ID | iPhone10,3 |
Motherboard | D22AP |
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% |
379
40.6 IPS |
|
Image Classification (F16)
|
100% |
366
39.2 IPS |
|
Image Classification (I8)
|
81% |
285
30.6 IPS |
|
Image Segmentation (F32)
|
100% |
616
3.80 IPS |
|
Image Segmentation (F16)
|
100% |
614
3.79 IPS |
|
Image Segmentation (I8)
|
89% |
748
4.62 IPS |
|
Pose Estimation (F32)
|
100% |
73
0.29 IPS |
|
Pose Estimation (F16)
|
100% |
80
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
127
0.51 IPS |
|
Object Detection (F32)
|
100% |
340
11.9 IPS |
|
Object Detection (F16)
|
100% |
389
13.7 IPS |
|
Object Detection (I8)
|
52% |
496
17.4 IPS |
|
Face Detection (F32)
|
100% |
546
6.28 IPS |
|
Face Detection (F16)
|
100% |
596
6.84 IPS |
|
Face Detection (I8)
|
75% |
593
6.81 IPS |
|
Text Classification (F32)
|
100% |
627
247.9 IPS |
|
Text Classification (F16)
|
100% |
658
260.2 IPS |
|
Machine Translation (F32)
|
100% |
732
112.8 IPS |
|
Machine Translation (F16)
|
100% |
743
114.5 IPS |