Upload Date | February 05 2024 03:23 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.1 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
235
25.2 IPS |
|
Image Classification (F16)
|
100% |
240
25.8 IPS |
|
Image Classification (I8)
|
81% |
280
30.0 IPS |
|
Image Segmentation (F32)
|
100% |
596
3.68 IPS |
|
Image Segmentation (F16)
|
100% |
596
3.68 IPS |
|
Image Segmentation (I8)
|
89% |
513
3.17 IPS |
|
Pose Estimation (F32)
|
100% |
434
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
438
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
98
0.40 IPS |
|
Object Detection (F32)
|
100% |
392
13.8 IPS |
|
Object Detection (F16)
|
100% |
534
18.8 IPS |
|
Object Detection (I8)
|
52% |
264
9.25 IPS |
|
Face Detection (F32)
|
100% |
636
7.31 IPS |
|
Face Detection (F16)
|
100% |
780
8.96 IPS |
|
Face Detection (I8)
|
75% |
266
3.05 IPS |
|
Text Classification (F32)
|
98% |
104
41.0 IPS |
|
Text Classification (F16)
|
98% |
133
52.7 IPS |
|
Machine Translation (F32)
|
100% |
486
74.9 IPS |
|
Machine Translation (F16)
|
100% |
490
75.5 IPS |