Upload Date | September 17 2024 11:12 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.1 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.68 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
471
50.5 IPS |
|
Image Classification (F16)
|
100% |
461
49.4 IPS |
|
Image Classification (I8)
|
81% |
278
29.8 IPS |
|
Image Segmentation (F32)
|
100% |
771
4.76 IPS |
|
Image Segmentation (F16)
|
100% |
766
4.73 IPS |
|
Image Segmentation (I8)
|
89% |
977
6.04 IPS |
|
Pose Estimation (F32)
|
100% |
251
1.02 IPS |
|
Pose Estimation (F16)
|
100% |
171
0.69 IPS |
|
Pose Estimation (I8)
|
80% |
250
1.01 IPS |
|
Object Detection (F32)
|
100% |
679
23.8 IPS |
|
Object Detection (F16)
|
100% |
676
23.7 IPS |
|
Object Detection (I8)
|
52% |
537
18.9 IPS |
|
Face Detection (F32)
|
100% |
828
9.51 IPS |
|
Face Detection (F16)
|
100% |
832
9.55 IPS |
|
Face Detection (I8)
|
75% |
625
7.18 IPS |
|
Text Classification (F32)
|
100% |
772
305.3 IPS |
|
Text Classification (F16)
|
100% |
791
312.7 IPS |
|
Machine Translation (F32)
|
100% |
997
153.7 IPS |
|
Machine Translation (F16)
|
100% |
996
153.6 IPS |