Upload Date | February 18 2025 05:44 PM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 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 | 5.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
891
95.5 IPS |
|
Image Classification (F16)
|
100% |
873
93.6 IPS |
|
Image Classification (I8)
|
81% |
473
50.6 IPS |
|
Image Segmentation (F32)
|
100% |
1334
8.24 IPS |
|
Image Segmentation (F16)
|
100% |
1292
7.98 IPS |
|
Image Segmentation (I8)
|
89% |
1506
9.30 IPS |
|
Pose Estimation (F32)
|
100% |
480
1.94 IPS |
|
Pose Estimation (F16)
|
100% |
476
1.93 IPS |
|
Pose Estimation (I8)
|
80% |
540
2.19 IPS |
|
Object Detection (F32)
|
100% |
1295
45.4 IPS |
|
Object Detection (F16)
|
100% |
1298
45.5 IPS |
|
Object Detection (I8)
|
52% |
763
26.8 IPS |
|
Face Detection (F32)
|
100% |
1605
18.4 IPS |
|
Face Detection (F16)
|
100% |
1595
18.3 IPS |
|
Face Detection (I8)
|
75% |
862
9.91 IPS |
|
Text Classification (F32)
|
100% |
3073
1.22 KIPS |
|
Text Classification (F16)
|
100% |
3227
1.28 KIPS |
|
Machine Translation (F32)
|
100% |
2360
363.7 IPS |
|
Machine Translation (F16)
|
100% |
2388
368.1 IPS |