Upload Date | December 08 2022 02:32 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
380
40.7 IPS |
|
Image Classification (F16)
|
100% |
375
40.2 IPS |
|
Image Classification (I8)
|
81% |
285
30.5 IPS |
|
Image Segmentation (F32)
|
100% |
637
3.93 IPS |
|
Image Segmentation (F16)
|
100% |
628
3.88 IPS |
|
Image Segmentation (I8)
|
89% |
831
5.13 IPS |
|
Pose Estimation (F32)
|
100% |
209
0.85 IPS |
|
Pose Estimation (F16)
|
100% |
186
0.75 IPS |
|
Pose Estimation (I8)
|
80% |
191
0.77 IPS |
|
Object Detection (F32)
|
100% |
531
18.6 IPS |
|
Object Detection (F16)
|
100% |
534
18.7 IPS |
|
Object Detection (I8)
|
52% |
507
17.8 IPS |
|
Face Detection (F32)
|
100% |
681
7.83 IPS |
|
Face Detection (F16)
|
100% |
637
7.32 IPS |
|
Face Detection (I8)
|
75% |
579
6.65 IPS |
|
Text Classification (F32)
|
100% |
649
256.7 IPS |
|
Text Classification (F16)
|
100% |
699
276.7 IPS |
|
Machine Translation (F32)
|
100% |
745
114.9 IPS |
|
Machine Translation (F16)
|
100% |
732
112.8 IPS |