Upload Date | October 23 2021 02:49 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
362
38.7 IPS |
|
Image Classification (F16)
|
100% |
359
38.5 IPS |
|
Image Classification (I8)
|
81% |
369
39.5 IPS |
|
Image Segmentation (F32)
|
100% |
216
1.33 IPS |
|
Image Segmentation (F16)
|
100% |
330
2.04 IPS |
|
Image Segmentation (I8)
|
89% |
727
4.49 IPS |
|
Pose Estimation (F32)
|
100% |
153
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
132
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
338
11.9 IPS |
|
Object Detection (F16)
|
100% |
375
13.1 IPS |
|
Object Detection (I8)
|
52% |
474
16.6 IPS |
|
Face Detection (F32)
|
100% |
544
6.25 IPS |
|
Face Detection (F16)
|
100% |
543
6.24 IPS |
|
Face Detection (I8)
|
75% |
562
6.45 IPS |
|
Text Classification (F32)
|
100% |
283
111.8 IPS |
|
Text Classification (F16)
|
100% |
283
112.0 IPS |
|
Machine Translation (F32)
|
100% |
478
73.7 IPS |
|
Machine Translation (F16)
|
100% |
480
74.0 IPS |