Upload Date | January 30 2025 12:36 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71AP |
CPU Information | |
---|---|
Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.85 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 | 1.96 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
474
50.8 IPS |
|
Image Classification (F16)
|
100% |
664
71.2 IPS |
|
Image Classification (I8)
|
81% |
139
14.9 IPS |
|
Image Segmentation (F32)
|
100% |
1171
7.23 IPS |
|
Image Segmentation (F16)
|
100% |
1908
11.8 IPS |
|
Image Segmentation (I8)
|
89% |
269
1.66 IPS |
|
Pose Estimation (F32)
|
100% |
454
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
859
3.47 IPS |
|
Pose Estimation (I8)
|
80% |
52
0.21 IPS |
|
Object Detection (F32)
|
100% |
682
23.9 IPS |
|
Object Detection (F16)
|
100% |
910
31.9 IPS |
|
Object Detection (I8)
|
52% |
215
7.55 IPS |
|
Face Detection (F32)
|
100% |
1125
12.9 IPS |
|
Face Detection (F16)
|
97% |
1974
22.7 IPS |
|
Face Detection (I8)
|
75% |
202
2.32 IPS |
|
Text Classification (F32)
|
100% |
403
159.5 IPS |
|
Text Classification (F16)
|
98% |
501
198.1 IPS |
|
Machine Translation (F32)
|
100% |
333
51.4 IPS |
|
Machine Translation (F16)
|
100% |
348
53.7 IPS |