Upload Date | September 28 2024 11:28 PM |
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% |
97
10.4 IPS |
|
Image Classification (F16)
|
100% |
97
10.4 IPS |
|
Image Classification (I8)
|
81% |
92
9.88 IPS |
|
Image Segmentation (F32)
|
100% |
188
1.16 IPS |
|
Image Segmentation (F16)
|
100% |
183
1.13 IPS |
|
Image Segmentation (I8)
|
89% |
324
2.00 IPS |
|
Pose Estimation (F32)
|
100% |
62
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
59
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
78
0.31 IPS |
|
Object Detection (F32)
|
100% |
177
6.22 IPS |
|
Object Detection (F16)
|
100% |
153
5.36 IPS |
|
Object Detection (I8)
|
52% |
137
4.81 IPS |
|
Face Detection (F32)
|
100% |
158
1.82 IPS |
|
Face Detection (F16)
|
100% |
165
1.89 IPS |
|
Face Detection (I8)
|
75% |
151
1.74 IPS |
|
Text Classification (F32)
|
100% |
114
45.1 IPS |
|
Text Classification (F16)
|
100% |
112
44.2 IPS |
|
Machine Translation (F32)
|
100% |
125
19.2 IPS |
|
Machine Translation (F16)
|
100% |
133
20.5 IPS |