Upload Date | October 07 2024 11:15 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% |
91
9.77 IPS |
|
Image Classification (F16)
|
100% |
107
11.5 IPS |
|
Image Classification (I8)
|
81% |
101
10.8 IPS |
|
Image Segmentation (F32)
|
100% |
197
1.22 IPS |
|
Image Segmentation (F16)
|
100% |
211
1.30 IPS |
|
Image Segmentation (I8)
|
89% |
336
2.08 IPS |
|
Pose Estimation (F32)
|
100% |
61
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
55
0.22 IPS |
|
Pose Estimation (I8)
|
80% |
73
0.30 IPS |
|
Object Detection (F32)
|
100% |
179
6.30 IPS |
|
Object Detection (F16)
|
100% |
182
6.40 IPS |
|
Object Detection (I8)
|
52% |
183
6.41 IPS |
|
Face Detection (F32)
|
100% |
184
2.11 IPS |
|
Face Detection (F16)
|
100% |
154
1.77 IPS |
|
Face Detection (I8)
|
75% |
149
1.71 IPS |
|
Text Classification (F32)
|
100% |
109
43.2 IPS |
|
Text Classification (F16)
|
100% |
111
43.9 IPS |
|
Machine Translation (F32)
|
100% |
124
19.1 IPS |
|
Machine Translation (F16)
|
100% |
129
19.9 IPS |