Upload Date | October 23 2021 03:29 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone14,3 |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.22 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% |
778
83.4 IPS |
|
Image Classification (F16)
|
100% |
773
82.9 IPS |
|
Image Classification (I8)
|
81% |
457
49.0 IPS |
|
Image Segmentation (F32)
|
100% |
1118
6.91 IPS |
|
Image Segmentation (F16)
|
100% |
1084
6.70 IPS |
|
Image Segmentation (I8)
|
89% |
1466
9.05 IPS |
|
Pose Estimation (F32)
|
100% |
435
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
429
1.73 IPS |
|
Pose Estimation (I8)
|
80% |
498
2.01 IPS |
|
Object Detection (F32)
|
100% |
1096
38.5 IPS |
|
Object Detection (F16)
|
100% |
1097
38.5 IPS |
|
Object Detection (I8)
|
52% |
750
26.3 IPS |
|
Face Detection (F32)
|
100% |
1337
15.4 IPS |
|
Face Detection (F16)
|
100% |
1310
15.1 IPS |
|
Face Detection (I8)
|
75% |
854
9.81 IPS |
|
Text Classification (F32)
|
100% |
1100
435.2 IPS |
|
Text Classification (F16)
|
100% |
1314
519.9 IPS |
|
Machine Translation (F32)
|
100% |
1972
303.9 IPS |
|
Machine Translation (F16)
|
100% |
1970
303.6 IPS |