Upload Date | December 20 2024 03:47 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
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 | 1.95 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
278
29.7 IPS |
|
Image Classification (F16)
|
100% |
277
29.7 IPS |
|
Image Classification (I8)
|
81% |
529
56.7 IPS |
|
Image Segmentation (F32)
|
100% |
479
2.96 IPS |
|
Image Segmentation (F16)
|
100% |
512
3.16 IPS |
|
Image Segmentation (I8)
|
89% |
841
5.20 IPS |
|
Pose Estimation (F32)
|
100% |
157
0.64 IPS |
|
Pose Estimation (F16)
|
100% |
134
0.54 IPS |
|
Pose Estimation (I8)
|
80% |
183
0.74 IPS |
|
Object Detection (F32)
|
100% |
400
14.0 IPS |
|
Object Detection (F16)
|
100% |
420
14.7 IPS |
|
Object Detection (I8)
|
52% |
646
22.7 IPS |
|
Face Detection (F32)
|
100% |
564
6.48 IPS |
|
Face Detection (F16)
|
100% |
542
6.22 IPS |
|
Face Detection (I8)
|
75% |
557
6.40 IPS |
|
Text Classification (F32)
|
100% |
495
195.6 IPS |
|
Text Classification (F16)
|
100% |
535
211.5 IPS |
|
Machine Translation (F32)
|
100% |
597
92.0 IPS |
|
Machine Translation (F16)
|
100% |
615
94.8 IPS |