Upload Date | November 25 2021 05:15 PM |
Views | 1 |
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% |
216
23.2 IPS |
|
Image Classification (F16)
|
100% |
233
24.9 IPS |
|
Image Classification (I8)
|
81% |
308
33.0 IPS |
|
Image Segmentation (F32)
|
100% |
387
2.39 IPS |
|
Image Segmentation (F16)
|
100% |
386
2.38 IPS |
|
Image Segmentation (I8)
|
89% |
660
4.08 IPS |
|
Pose Estimation (F32)
|
100% |
85
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
85
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
123
0.50 IPS |
|
Object Detection (F32)
|
100% |
351
12.3 IPS |
|
Object Detection (F16)
|
100% |
351
12.3 IPS |
|
Object Detection (I8)
|
52% |
461
16.2 IPS |
|
Face Detection (F32)
|
100% |
436
5.01 IPS |
|
Face Detection (F16)
|
100% |
438
5.03 IPS |
|
Face Detection (I8)
|
75% |
468
5.37 IPS |
|
Text Classification (F32)
|
100% |
432
170.8 IPS |
|
Text Classification (F16)
|
100% |
436
172.4 IPS |
|
Machine Translation (F32)
|
100% |
478
73.7 IPS |
|
Machine Translation (F16)
|
100% |
472
72.8 IPS |