User | Krzysiek |
Upload Date | October 14 2021 06:35 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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% |
778
83.3 IPS |
|
Image Classification (F16)
|
100% |
758
81.2 IPS |
|
Image Classification (I8)
|
81% |
465
49.8 IPS |
|
Image Segmentation (F32)
|
100% |
1094
6.75 IPS |
|
Image Segmentation (F16)
|
100% |
1046
6.46 IPS |
|
Image Segmentation (I8)
|
89% |
1474
9.11 IPS |
|
Pose Estimation (F32)
|
100% |
418
1.69 IPS |
|
Pose Estimation (F16)
|
100% |
412
1.67 IPS |
|
Pose Estimation (I8)
|
80% |
486
1.96 IPS |
|
Object Detection (F32)
|
100% |
1062
37.3 IPS |
|
Object Detection (F16)
|
100% |
1076
37.8 IPS |
|
Object Detection (I8)
|
52% |
759
26.6 IPS |
|
Face Detection (F32)
|
100% |
1316
15.1 IPS |
|
Face Detection (F16)
|
100% |
1291
14.8 IPS |
|
Face Detection (I8)
|
75% |
857
9.84 IPS |
|
Text Classification (F32)
|
100% |
1095
433.1 IPS |
|
Text Classification (F16)
|
100% |
1224
484.0 IPS |
|
Machine Translation (F32)
|
100% |
1954
301.2 IPS |
|
Machine Translation (F16)
|
100% |
1964
302.7 IPS |