Upload Date | January 01 2025 05:01 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% |
98
10.4 IPS |
|
Image Classification (F16)
|
100% |
100
10.7 IPS |
|
Image Classification (I8)
|
81% |
84
9.02 IPS |
|
Image Segmentation (F32)
|
100% |
168
1.04 IPS |
|
Image Segmentation (F16)
|
100% |
180
1.11 IPS |
|
Image Segmentation (I8)
|
89% |
294
1.82 IPS |
|
Pose Estimation (F32)
|
100% |
59
0.24 IPS |
|
Pose Estimation (F16)
|
100% |
51
0.21 IPS |
|
Pose Estimation (I8)
|
80% |
67
0.27 IPS |
|
Object Detection (F32)
|
100% |
169
5.94 IPS |
|
Object Detection (F16)
|
100% |
178
6.23 IPS |
|
Object Detection (I8)
|
52% |
178
6.23 IPS |
|
Face Detection (F32)
|
100% |
211
2.42 IPS |
|
Face Detection (F16)
|
100% |
213
2.44 IPS |
|
Face Detection (I8)
|
75% |
149
1.71 IPS |
|
Text Classification (F32)
|
100% |
107
42.4 IPS |
|
Text Classification (F16)
|
100% |
109
43.0 IPS |
|
Machine Translation (F32)
|
100% |
120
18.5 IPS |
|
Machine Translation (F16)
|
100% |
125
19.3 IPS |