Upload Date | September 28 2021 08:58 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
375
40.2 IPS |
|
Image Classification (I8)
|
81% |
289
31.0 IPS |
|
Image Segmentation (F32)
|
100% |
639
3.95 IPS |
|
Image Segmentation (F16)
|
100% |
625
3.86 IPS |
|
Image Segmentation (I8)
|
89% |
690
4.26 IPS |
|
Pose Estimation (F32)
|
100% |
75
0.30 IPS |
|
Pose Estimation (F16)
|
100% |
86
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
340
11.9 IPS |
|
Object Detection (F16)
|
100% |
445
15.6 IPS |
|
Object Detection (I8)
|
52% |
480
16.9 IPS |
|
Face Detection (F32)
|
100% |
599
6.89 IPS |
|
Face Detection (F16)
|
100% |
640
7.35 IPS |
|
Face Detection (I8)
|
75% |
577
6.63 IPS |
|
Text Classification (F32)
|
100% |
597
235.9 IPS |
|
Text Classification (F16)
|
100% |
679
268.4 IPS |
|
Machine Translation (F32)
|
100% |
734
113.0 IPS |
|
Machine Translation (F16)
|
100% |
752
115.9 IPS |