Upload Date | October 23 2021 06:49 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
847
90.7 IPS |
|
Image Classification (F16)
|
100% |
1069
114.6 IPS |
|
Image Classification (I8)
|
81% |
401
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
3094
19.1 IPS |
|
Image Segmentation (F16)
|
100% |
4432
27.4 IPS |
|
Image Segmentation (I8)
|
89% |
746
4.61 IPS |
|
Pose Estimation (F32)
|
100% |
1209
4.89 IPS |
|
Pose Estimation (F16)
|
100% |
3436
13.9 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
1337
46.9 IPS |
|
Object Detection (F16)
|
99% |
1496
52.5 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
100% |
3203
36.8 IPS |
|
Face Detection (F16)
|
97% |
5089
58.5 IPS |
|
Face Detection (I8)
|
75% |
552
6.34 IPS |
|
Text Classification (F32)
|
100% |
652
257.7 IPS |
|
Text Classification (F16)
|
98% |
788
311.6 IPS |
|
Machine Translation (F32)
|
100% |
992
152.8 IPS |
|
Machine Translation (F16)
|
100% |
993
153.1 IPS |