Upload Date | September 28 2021 07:41 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
462
49.5 IPS |
|
Image Classification (F16)
|
100% |
459
49.2 IPS |
|
Image Classification (I8)
|
81% |
262
28.0 IPS |
|
Image Segmentation (F32)
|
100% |
750
4.64 IPS |
|
Image Segmentation (F16)
|
100% |
754
4.66 IPS |
|
Image Segmentation (I8)
|
89% |
967
5.97 IPS |
|
Pose Estimation (F32)
|
100% |
242
0.98 IPS |
|
Pose Estimation (F16)
|
100% |
238
0.96 IPS |
|
Pose Estimation (I8)
|
80% |
253
1.02 IPS |
|
Object Detection (F32)
|
100% |
683
24.0 IPS |
|
Object Detection (F16)
|
100% |
666
23.4 IPS |
|
Object Detection (I8)
|
52% |
533
18.7 IPS |
|
Face Detection (F32)
|
100% |
815
9.36 IPS |
|
Face Detection (F16)
|
100% |
801
9.21 IPS |
|
Face Detection (I8)
|
75% |
582
6.69 IPS |
|
Text Classification (F32)
|
100% |
789
312.3 IPS |
|
Text Classification (F16)
|
100% |
757
299.6 IPS |
|
Machine Translation (F32)
|
100% |
993
153.0 IPS |
|
Machine Translation (F16)
|
100% |
994
153.2 IPS |