Upload Date | August 18 2024 01:23 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% |
96
10.3 IPS |
|
Image Classification (F16)
|
100% |
106
11.3 IPS |
|
Image Classification (I8)
|
81% |
98
10.6 IPS |
|
Image Segmentation (F32)
|
100% |
170
1.05 IPS |
|
Image Segmentation (F16)
|
100% |
198
1.22 IPS |
|
Image Segmentation (I8)
|
89% |
321
1.98 IPS |
|
Pose Estimation (F32)
|
100% |
58
0.24 IPS |
|
Pose Estimation (F16)
|
100% |
56
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
69
0.28 IPS |
|
Object Detection (F32)
|
100% |
179
6.29 IPS |
|
Object Detection (F16)
|
100% |
180
6.32 IPS |
|
Object Detection (I8)
|
52% |
190
6.67 IPS |
|
Face Detection (F32)
|
100% |
209
2.41 IPS |
|
Face Detection (F16)
|
100% |
233
2.68 IPS |
|
Face Detection (I8)
|
75% |
211
2.43 IPS |
|
Text Classification (F32)
|
100% |
171
67.8 IPS |
|
Text Classification (F16)
|
100% |
229
90.5 IPS |
|
Machine Translation (F32)
|
100% |
316
48.7 IPS |
|
Machine Translation (F16)
|
100% |
313
48.3 IPS |