Upload Date | February 10 2025 01:21 AM |
Views | 4 |
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% |
338
36.3 IPS |
|
Image Classification (F16)
|
100% |
120
12.9 IPS |
|
Image Classification (I8)
|
81% |
91
9.74 IPS |
|
Image Segmentation (F32)
|
100% |
171
1.05 IPS |
|
Image Segmentation (F16)
|
100% |
186
1.15 IPS |
|
Image Segmentation (I8)
|
89% |
313
1.93 IPS |
|
Pose Estimation (F32)
|
100% |
66
0.27 IPS |
|
Pose Estimation (F16)
|
100% |
54
0.22 IPS |
|
Pose Estimation (I8)
|
80% |
62
0.25 IPS |
|
Object Detection (F32)
|
100% |
157
5.49 IPS |
|
Object Detection (F16)
|
100% |
169
5.92 IPS |
|
Object Detection (I8)
|
52% |
148
5.19 IPS |
|
Face Detection (F32)
|
100% |
216
2.48 IPS |
|
Face Detection (F16)
|
100% |
213
2.45 IPS |
|
Face Detection (I8)
|
75% |
180
2.07 IPS |
|
Text Classification (F32)
|
100% |
116
45.8 IPS |
|
Text Classification (F16)
|
100% |
144
57.0 IPS |
|
Machine Translation (F32)
|
100% |
153
23.6 IPS |
|
Machine Translation (F16)
|
100% |
317
48.9 IPS |