Upload Date | November 05 2021 04:48 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% |
377
40.4 IPS |
|
Image Classification (F16)
|
100% |
376
40.3 IPS |
|
Image Classification (I8)
|
81% |
289
31.0 IPS |
|
Image Segmentation (F32)
|
100% |
641
3.96 IPS |
|
Image Segmentation (F16)
|
100% |
637
3.94 IPS |
|
Image Segmentation (I8)
|
89% |
863
5.33 IPS |
|
Pose Estimation (F32)
|
100% |
214
0.86 IPS |
|
Pose Estimation (F16)
|
100% |
211
0.85 IPS |
|
Pose Estimation (I8)
|
80% |
229
0.92 IPS |
|
Object Detection (F32)
|
100% |
560
19.6 IPS |
|
Object Detection (F16)
|
100% |
577
20.2 IPS |
|
Object Detection (I8)
|
52% |
519
18.2 IPS |
|
Face Detection (F32)
|
100% |
712
8.18 IPS |
|
Face Detection (F16)
|
100% |
699
8.03 IPS |
|
Face Detection (I8)
|
75% |
579
6.65 IPS |
|
Text Classification (F32)
|
100% |
690
272.9 IPS |
|
Text Classification (F16)
|
100% |
730
288.6 IPS |
|
Machine Translation (F32)
|
100% |
758
116.8 IPS |
|
Machine Translation (F16)
|
100% |
742
114.3 IPS |