Upload Date | September 26 2022 09:34 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.0 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
377
40.4 IPS |
|
Image Classification (F16)
|
100% |
368
39.5 IPS |
|
Image Classification (I8)
|
81% |
280
30.0 IPS |
|
Image Segmentation (F32)
|
100% |
615
3.80 IPS |
|
Image Segmentation (F16)
|
100% |
598
3.69 IPS |
|
Image Segmentation (I8)
|
89% |
846
5.23 IPS |
|
Pose Estimation (F32)
|
100% |
201
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
185
0.75 IPS |
|
Pose Estimation (I8)
|
80% |
190
0.77 IPS |
|
Object Detection (F32)
|
100% |
529
18.6 IPS |
|
Object Detection (F16)
|
100% |
527
18.5 IPS |
|
Object Detection (I8)
|
52% |
484
17.0 IPS |
|
Face Detection (F32)
|
100% |
654
7.51 IPS |
|
Face Detection (F16)
|
100% |
636
7.31 IPS |
|
Face Detection (I8)
|
75% |
559
6.42 IPS |
|
Text Classification (F32)
|
100% |
465
183.7 IPS |
|
Text Classification (F16)
|
100% |
563
222.6 IPS |
|
Machine Translation (F32)
|
100% |
664
102.3 IPS |
|
Machine Translation (F16)
|
100% |
676
104.2 IPS |