Upload Date | September 19 2024 12:58 AM |
Views | 2 |
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% |
103
11.0 IPS |
|
Image Classification (F16)
|
100% |
103
11.0 IPS |
|
Image Classification (I8)
|
81% |
93
9.97 IPS |
|
Image Segmentation (F32)
|
100% |
170
1.05 IPS |
|
Image Segmentation (F16)
|
100% |
197
1.22 IPS |
|
Image Segmentation (I8)
|
89% |
306
1.89 IPS |
|
Pose Estimation (F32)
|
100% |
62
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
58
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
75
0.31 IPS |
|
Object Detection (F32)
|
100% |
183
6.43 IPS |
|
Object Detection (F16)
|
100% |
187
6.57 IPS |
|
Object Detection (I8)
|
52% |
189
6.64 IPS |
|
Face Detection (F32)
|
100% |
267
3.07 IPS |
|
Face Detection (F16)
|
100% |
207
2.38 IPS |
|
Face Detection (I8)
|
75% |
147
1.68 IPS |
|
Text Classification (F32)
|
100% |
102
40.5 IPS |
|
Text Classification (F16)
|
100% |
108
42.5 IPS |
|
Machine Translation (F32)
|
100% |
120
18.4 IPS |
|
Machine Translation (F16)
|
100% |
119
18.3 IPS |