Upload Date | October 24 2021 01:34 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone14,3 |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.24 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
786
84.2 IPS |
|
Image Classification (F16)
|
100% |
752
80.6 IPS |
|
Image Classification (I8)
|
81% |
461
49.4 IPS |
|
Image Segmentation (F32)
|
100% |
1099
6.79 IPS |
|
Image Segmentation (F16)
|
100% |
1078
6.66 IPS |
|
Image Segmentation (I8)
|
89% |
1464
9.04 IPS |
|
Pose Estimation (F32)
|
100% |
412
1.67 IPS |
|
Pose Estimation (F16)
|
100% |
413
1.67 IPS |
|
Pose Estimation (I8)
|
80% |
482
1.95 IPS |
|
Object Detection (F32)
|
100% |
1089
38.2 IPS |
|
Object Detection (F16)
|
100% |
1091
38.3 IPS |
|
Object Detection (I8)
|
52% |
861
30.2 IPS |
|
Face Detection (F32)
|
100% |
1290
14.8 IPS |
|
Face Detection (F16)
|
100% |
1297
14.9 IPS |
|
Face Detection (I8)
|
75% |
904
10.4 IPS |
|
Text Classification (F32)
|
100% |
1263
499.7 IPS |
|
Text Classification (F16)
|
100% |
1397
552.7 IPS |
|
Machine Translation (F32)
|
100% |
1770
272.7 IPS |
|
Machine Translation (F16)
|
100% |
1761
271.4 IPS |