User | FidanKazan |
Upload Date | March 01 2025 10:57 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 Plus |
Model ID | iPhone9,4 |
Motherboard | D111AP |
CPU Information | |
---|---|
Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
281
30.1 IPS |
|
Image Classification (F16)
|
100% |
276
29.6 IPS |
|
Image Classification (I8)
|
81% |
533
57.1 IPS |
|
Image Segmentation (F32)
|
100% |
516
3.19 IPS |
|
Image Segmentation (F16)
|
100% |
526
3.25 IPS |
|
Image Segmentation (I8)
|
89% |
951
5.88 IPS |
|
Pose Estimation (F32)
|
100% |
155
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
189
0.77 IPS |
|
Object Detection (F32)
|
100% |
438
15.4 IPS |
|
Object Detection (F16)
|
100% |
437
15.4 IPS |
|
Object Detection (I8)
|
52% |
676
23.7 IPS |
|
Face Detection (F32)
|
100% |
580
6.66 IPS |
|
Face Detection (F16)
|
100% |
546
6.28 IPS |
|
Face Detection (I8)
|
75% |
608
6.98 IPS |
|
Text Classification (F32)
|
100% |
507
200.6 IPS |
|
Text Classification (F16)
|
100% |
507
200.5 IPS |
|
Machine Translation (F32)
|
100% |
621
95.7 IPS |
|
Machine Translation (F16)
|
100% |
622
95.9 IPS |