Upload Date | December 03 2023 05:56 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
---|---|
Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6120
655.7 IPS |
|
Image Classification (F16)
|
100% |
6056
648.9 IPS |
|
Image Classification (I8)
|
81% |
641
68.7 IPS |
|
Image Segmentation (F32)
|
100% |
2085
12.9 IPS |
|
Image Segmentation (F16)
|
100% |
2085
12.9 IPS |
|
Image Segmentation (I8)
|
89% |
1171
7.23 IPS |
|
Pose Estimation (F32)
|
100% |
18890
76.4 IPS |
|
Pose Estimation (F16)
|
100% |
19012
76.9 IPS |
|
Pose Estimation (I8)
|
80% |
223
0.90 IPS |
|
Object Detection (F32)
|
100% |
7097
249.1 IPS |
|
Object Detection (F16)
|
100% |
7086
248.7 IPS |
|
Object Detection (I8)
|
52% |
908
31.9 IPS |
|
Face Detection (F32)
|
100% |
7692
88.4 IPS |
|
Face Detection (F16)
|
100% |
7748
89.0 IPS |
|
Face Detection (I8)
|
75% |
886
10.2 IPS |
|
Text Classification (F32)
|
100% |
1397
552.6 IPS |
|
Text Classification (F16)
|
100% |
1414
559.1 IPS |
|
Machine Translation (F32)
|
100% |
1698
261.6 IPS |
|
Machine Translation (F16)
|
100% |
1702
262.3 IPS |