Upload Date | October 23 2021 03:33 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
465
49.9 IPS |
|
Image Classification (F16)
|
100% |
453
48.5 IPS |
|
Image Classification (I8)
|
81% |
259
27.7 IPS |
|
Image Segmentation (F32)
|
100% |
757
4.67 IPS |
|
Image Segmentation (F16)
|
100% |
741
4.58 IPS |
|
Image Segmentation (I8)
|
89% |
952
5.88 IPS |
|
Pose Estimation (F32)
|
100% |
177
0.72 IPS |
|
Pose Estimation (F16)
|
100% |
204
0.83 IPS |
|
Pose Estimation (I8)
|
80% |
250
1.01 IPS |
|
Object Detection (F32)
|
100% |
667
23.4 IPS |
|
Object Detection (F16)
|
100% |
668
23.4 IPS |
|
Object Detection (I8)
|
52% |
516
18.1 IPS |
|
Face Detection (F32)
|
100% |
795
9.13 IPS |
|
Face Detection (F16)
|
100% |
798
9.17 IPS |
|
Face Detection (I8)
|
75% |
581
6.68 IPS |
|
Text Classification (F32)
|
100% |
746
294.9 IPS |
|
Text Classification (F16)
|
100% |
752
297.6 IPS |
|
Machine Translation (F32)
|
100% |
994
153.3 IPS |
|
Machine Translation (F16)
|
100% |
993
153.0 IPS |