Upload Date | November 14 2024 12:15 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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% |
463
49.7 IPS |
|
Image Classification (F16)
|
100% |
434
46.5 IPS |
|
Image Classification (I8)
|
81% |
304
32.6 IPS |
|
Image Segmentation (F32)
|
100% |
694
4.29 IPS |
|
Image Segmentation (F16)
|
100% |
707
4.37 IPS |
|
Image Segmentation (I8)
|
89% |
961
5.94 IPS |
|
Pose Estimation (F32)
|
100% |
218
0.88 IPS |
|
Pose Estimation (F16)
|
100% |
219
0.89 IPS |
|
Pose Estimation (I8)
|
80% |
277
1.12 IPS |
|
Object Detection (F32)
|
100% |
700
24.5 IPS |
|
Object Detection (F16)
|
100% |
697
24.5 IPS |
|
Object Detection (I8)
|
52% |
541
19.0 IPS |
|
Face Detection (F32)
|
100% |
839
9.64 IPS |
|
Face Detection (F16)
|
100% |
824
9.47 IPS |
|
Face Detection (I8)
|
75% |
638
7.33 IPS |
|
Text Classification (F32)
|
100% |
787
311.3 IPS |
|
Text Classification (F16)
|
100% |
788
311.5 IPS |
|
Machine Translation (F32)
|
100% |
995
153.4 IPS |
|
Machine Translation (F16)
|
100% |
996
153.4 IPS |