Upload Date | November 06 2021 05:30 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone 13 Pro |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
---|---|
Name | Apple A15 Bionic |
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% |
795
85.2 IPS |
|
Image Classification (F16)
|
100% |
782
83.8 IPS |
|
Image Classification (I8)
|
81% |
446
47.8 IPS |
|
Image Segmentation (F32)
|
100% |
1136
7.02 IPS |
|
Image Segmentation (F16)
|
100% |
1122
6.93 IPS |
|
Image Segmentation (I8)
|
89% |
1453
8.97 IPS |
|
Pose Estimation (F32)
|
100% |
439
1.78 IPS |
|
Pose Estimation (F16)
|
100% |
433
1.75 IPS |
|
Pose Estimation (I8)
|
80% |
501
2.03 IPS |
|
Object Detection (F32)
|
100% |
1114
39.1 IPS |
|
Object Detection (F16)
|
100% |
1119
39.3 IPS |
|
Object Detection (I8)
|
52% |
759
26.6 IPS |
|
Face Detection (F32)
|
100% |
1348
15.5 IPS |
|
Face Detection (F16)
|
100% |
1328
15.3 IPS |
|
Face Detection (I8)
|
75% |
852
9.79 IPS |
|
Text Classification (F32)
|
100% |
1149
454.3 IPS |
|
Text Classification (F16)
|
100% |
1091
431.7 IPS |
|
Machine Translation (F32)
|
100% |
1982
305.4 IPS |
|
Machine Translation (F16)
|
100% |
1954
301.2 IPS |