Upload Date | June 13 2021 04:52 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.70 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
463
49.6 IPS |
|
Image Classification (F16)
|
100% |
458
49.0 IPS |
|
Image Classification (I8)
|
81% |
276
29.5 IPS |
|
Image Segmentation (F32)
|
100% |
761
4.70 IPS |
|
Image Segmentation (F16)
|
100% |
760
4.69 IPS |
|
Image Segmentation (I8)
|
89% |
974
6.01 IPS |
|
Pose Estimation (F32)
|
100% |
240
0.97 IPS |
|
Pose Estimation (F16)
|
100% |
194
0.79 IPS |
|
Pose Estimation (I8)
|
80% |
250
1.01 IPS |
|
Object Detection (F32)
|
100% |
673
23.6 IPS |
|
Object Detection (F16)
|
100% |
670
23.5 IPS |
|
Object Detection (I8)
|
52% |
527
18.5 IPS |
|
Face Detection (F32)
|
100% |
793
9.11 IPS |
|
Face Detection (F16)
|
100% |
802
9.22 IPS |
|
Face Detection (I8)
|
75% |
600
6.89 IPS |
|
Text Classification (F32)
|
100% |
779
308.2 IPS |
|
Text Classification (F16)
|
100% |
782
309.3 IPS |
|
Machine Translation (F32)
|
100% |
993
153.1 IPS |
|
Machine Translation (F16)
|
100% |
989
152.4 IPS |