Upload Date | August 12 2023 07:14 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 17.0 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4694
502.9 IPS |
|
Image Classification (F16)
|
100% |
4626
495.7 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
1472
9.09 IPS |
|
Image Segmentation (F16)
|
100% |
1453
8.97 IPS |
|
Image Segmentation (I8)
|
89% |
817
5.05 IPS |
|
Pose Estimation (F32)
|
100% |
8397
34.0 IPS |
|
Pose Estimation (F16)
|
100% |
8386
33.9 IPS |
|
Pose Estimation (I8)
|
80% |
151
0.61 IPS |
|
Object Detection (F32)
|
94% |
5053
177.3 IPS |
|
Object Detection (F16)
|
94% |
4966
174.3 IPS |
|
Object Detection (I8)
|
52% |
631
22.1 IPS |
|
Face Detection (F32)
|
67% |
5939
68.2 IPS |
|
Face Detection (F16)
|
67% |
5772
66.3 IPS |
|
Face Detection (I8)
|
75% |
620
7.12 IPS |
|
Text Classification (F32)
|
100% |
807
319.3 IPS |
|
Text Classification (F16)
|
100% |
824
325.8 IPS |
|
Machine Translation (F32)
|
100% |
1130
174.1 IPS |
|
Machine Translation (F16)
|
100% |
1187
183.0 IPS |