Upload Date | August 23 2024 03:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPod (7th generation) |
Model ID | iPod9,1 |
Motherboard | N112AP |
CPU Information | |
---|---|
Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.63 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 | 1.97 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
535
57.3 IPS |
|
Image Classification (F16)
|
100% |
582
62.4 IPS |
|
Image Classification (I8)
|
81% |
227
24.3 IPS |
|
Image Segmentation (F32)
|
100% |
1140
7.04 IPS |
|
Image Segmentation (F16)
|
100% |
1854
11.5 IPS |
|
Image Segmentation (I8)
|
89% |
417
2.57 IPS |
|
Pose Estimation (F32)
|
100% |
497
2.01 IPS |
|
Pose Estimation (F16)
|
100% |
806
3.26 IPS |
|
Pose Estimation (I8)
|
80% |
88
0.36 IPS |
|
Object Detection (F32)
|
100% |
692
24.3 IPS |
|
Object Detection (F16)
|
100% |
1077
37.8 IPS |
|
Object Detection (I8)
|
52% |
324
11.4 IPS |
|
Face Detection (F32)
|
100% |
1128
13.0 IPS |
|
Face Detection (F16)
|
97% |
1918
22.0 IPS |
|
Face Detection (I8)
|
75% |
298
3.42 IPS |
|
Text Classification (F32)
|
100% |
403
159.5 IPS |
|
Text Classification (F16)
|
98% |
534
211.0 IPS |
|
Machine Translation (F32)
|
100% |
506
78.1 IPS |
|
Machine Translation (F16)
|
100% |
507
78.1 IPS |