Upload Date | October 21 2024 09:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.6 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
105
11.3 IPS |
|
Image Classification (F16)
|
100% |
108
11.6 IPS |
|
Image Classification (I8)
|
81% |
97
10.4 IPS |
|
Image Segmentation (F32)
|
100% |
177
1.09 IPS |
|
Image Segmentation (F16)
|
100% |
195
1.20 IPS |
|
Image Segmentation (I8)
|
89% |
306
1.89 IPS |
|
Pose Estimation (F32)
|
100% |
62
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
57
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
74
0.30 IPS |
|
Object Detection (F32)
|
100% |
179
6.29 IPS |
|
Object Detection (F16)
|
100% |
183
6.41 IPS |
|
Object Detection (I8)
|
52% |
190
6.65 IPS |
|
Face Detection (F32)
|
100% |
192
2.21 IPS |
|
Face Detection (F16)
|
100% |
156
1.80 IPS |
|
Face Detection (I8)
|
75% |
153
1.75 IPS |
|
Text Classification (F32)
|
100% |
110
43.6 IPS |
|
Text Classification (F16)
|
100% |
113
44.8 IPS |
|
Machine Translation (F32)
|
100% |
126
19.4 IPS |
|
Machine Translation (F16)
|
100% |
131
20.2 IPS |