Upload Date | June 10 2023 08:26 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% |
197
21.1 IPS |
|
Image Classification (F16)
|
100% |
115
12.4 IPS |
|
Image Classification (I8)
|
81% |
90
9.64 IPS |
|
Image Segmentation (F32)
|
100% |
176
1.09 IPS |
|
Image Segmentation (F16)
|
100% |
168
1.04 IPS |
|
Image Segmentation (I8)
|
89% |
313
1.93 IPS |
|
Pose Estimation (F32)
|
100% |
63
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
52
0.21 IPS |
|
Pose Estimation (I8)
|
80% |
60
0.24 IPS |
|
Object Detection (F32)
|
100% |
157
5.51 IPS |
|
Object Detection (F16)
|
100% |
175
6.15 IPS |
|
Object Detection (I8)
|
52% |
147
5.16 IPS |
|
Face Detection (F32)
|
100% |
211
2.43 IPS |
|
Face Detection (F16)
|
100% |
207
2.38 IPS |
|
Face Detection (I8)
|
75% |
190
2.18 IPS |
|
Text Classification (F32)
|
100% |
115
45.7 IPS |
|
Text Classification (F16)
|
100% |
144
56.8 IPS |
|
Machine Translation (F32)
|
100% |
152
23.4 IPS |
|
Machine Translation (F16)
|
100% |
318
49.0 IPS |