Upload Date | September 22 2024 01:03 AM |
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% |
80
8.58 IPS |
|
Image Classification (F16)
|
100% |
93
9.94 IPS |
|
Image Classification (I8)
|
81% |
99
10.6 IPS |
|
Image Segmentation (F32)
|
100% |
186
1.15 IPS |
|
Image Segmentation (F16)
|
100% |
190
1.17 IPS |
|
Image Segmentation (I8)
|
89% |
314
1.94 IPS |
|
Pose Estimation (F32)
|
100% |
55
0.22 IPS |
|
Pose Estimation (F16)
|
100% |
56
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
77
0.31 IPS |
|
Object Detection (F32)
|
100% |
180
6.33 IPS |
|
Object Detection (F16)
|
100% |
182
6.38 IPS |
|
Object Detection (I8)
|
52% |
175
6.16 IPS |
|
Face Detection (F32)
|
100% |
209
2.40 IPS |
|
Face Detection (F16)
|
100% |
209
2.40 IPS |
|
Face Detection (I8)
|
75% |
221
2.53 IPS |
|
Text Classification (F32)
|
100% |
173
68.3 IPS |
|
Text Classification (F16)
|
100% |
169
66.9 IPS |
|
Machine Translation (F32)
|
100% |
313
48.2 IPS |
|
Machine Translation (F16)
|
100% |
313
48.3 IPS |