Upload Date | October 21 2021 07:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
468
50.2 IPS |
|
Image Classification (F16)
|
100% |
461
49.4 IPS |
|
Image Classification (I8)
|
81% |
163
17.4 IPS |
|
Image Segmentation (F32)
|
100% |
738
4.56 IPS |
|
Image Segmentation (F16)
|
100% |
716
4.42 IPS |
|
Image Segmentation (I8)
|
89% |
935
5.78 IPS |
|
Pose Estimation (F32)
|
100% |
208
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
144
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
243
0.98 IPS |
|
Object Detection (F32)
|
100% |
678
23.8 IPS |
|
Object Detection (F16)
|
100% |
672
23.6 IPS |
|
Object Detection (I8)
|
52% |
365
12.8 IPS |
|
Face Detection (F32)
|
100% |
765
8.78 IPS |
|
Face Detection (F16)
|
100% |
747
8.58 IPS |
|
Face Detection (I8)
|
75% |
509
5.85 IPS |
|
Text Classification (F32)
|
100% |
396
156.5 IPS |
|
Text Classification (F16)
|
100% |
385
152.1 IPS |
|
Machine Translation (F32)
|
100% |
1002
154.4 IPS |
|
Machine Translation (F16)
|
100% |
1002
154.4 IPS |