Upload Date | December 02 2024 12:33 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.6 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
113
12.2 IPS |
|
Image Classification (F16)
|
100% |
117
12.5 IPS |
|
Image Classification (I8)
|
81% |
95
10.2 IPS |
|
Image Segmentation (F32)
|
100% |
208
1.28 IPS |
|
Image Segmentation (F16)
|
100% |
209
1.29 IPS |
|
Image Segmentation (I8)
|
89% |
229
1.42 IPS |
|
Pose Estimation (F32)
|
100% |
43
0.17 IPS |
|
Pose Estimation (F16)
|
100% |
42
0.17 IPS |
|
Pose Estimation (I8)
|
80% |
52
0.21 IPS |
|
Object Detection (F32)
|
100% |
134
4.72 IPS |
|
Object Detection (F16)
|
100% |
141
4.94 IPS |
|
Object Detection (I8)
|
52% |
133
4.67 IPS |
|
Face Detection (F32)
|
100% |
171
1.96 IPS |
|
Face Detection (F16)
|
100% |
171
1.96 IPS |
|
Face Detection (I8)
|
75% |
154
1.77 IPS |
|
Text Classification (F32)
|
100% |
113
44.6 IPS |
|
Text Classification (F16)
|
100% |
110
43.4 IPS |
|
Machine Translation (F32)
|
100% |
125
19.3 IPS |
|
Machine Translation (F16)
|
100% |
134
20.7 IPS |