Upload Date | September 16 2021 01:42 AM |
Views | 103 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
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 | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
771
82.6 IPS |
|
Image Classification (F16)
|
100% |
773
82.9 IPS |
|
Image Classification (I8)
|
81% |
452
48.4 IPS |
|
Image Segmentation (F32)
|
100% |
1104
6.82 IPS |
|
Image Segmentation (F16)
|
100% |
1082
6.68 IPS |
|
Image Segmentation (I8)
|
89% |
1447
8.94 IPS |
|
Pose Estimation (F32)
|
100% |
423
1.71 IPS |
|
Pose Estimation (F16)
|
100% |
415
1.68 IPS |
|
Pose Estimation (I8)
|
80% |
482
1.95 IPS |
|
Object Detection (F32)
|
100% |
1094
38.4 IPS |
|
Object Detection (F16)
|
100% |
1090
38.3 IPS |
|
Object Detection (I8)
|
52% |
746
26.2 IPS |
|
Face Detection (F32)
|
100% |
1327
15.2 IPS |
|
Face Detection (F16)
|
100% |
1307
15.0 IPS |
|
Face Detection (I8)
|
75% |
856
9.83 IPS |
|
Text Classification (F32)
|
100% |
1189
470.4 IPS |
|
Text Classification (F16)
|
100% |
1296
512.6 IPS |
|
Machine Translation (F32)
|
100% |
1961
302.2 IPS |
|
Machine Translation (F16)
|
100% |
1972
303.9 IPS |