| User | Puffin |
| Upload Date | August 09 2021 12:11 AM |
| Views | 11 |
| System Information | |
|---|---|
| Operating System | iOS 14.7.1 |
| 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% |
544
58.2 IPS |
|
|
Image Classification (F16)
|
100% |
582
62.4 IPS |
|
|
Image Classification (I8)
|
81% |
226
24.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
1139
7.04 IPS |
|
|
Image Segmentation (F16)
|
100% |
1854
11.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
412
2.54 IPS |
|
|
Pose Estimation (F32)
|
100% |
499
2.02 IPS |
|
|
Pose Estimation (F16)
|
100% |
807
3.26 IPS |
|
|
Pose Estimation (I8)
|
80% |
88
0.36 IPS |
|
|
Object Detection (F32)
|
100% |
692
24.3 IPS |
|
|
Object Detection (F16)
|
100% |
1080
37.9 IPS |
|
|
Object Detection (I8)
|
52% |
323
11.3 IPS |
|
|
Face Detection (F32)
|
100% |
1128
13.0 IPS |
|
|
Face Detection (F16)
|
97% |
1920
22.1 IPS |
|
|
Face Detection (I8)
|
75% |
292
3.36 IPS |
|
|
Text Classification (F32)
|
100% |
400
158.2 IPS |
|
|
Text Classification (F16)
|
98% |
537
212.3 IPS |
|
|
Machine Translation (F32)
|
100% |
482
74.3 IPS |
|
|
Machine Translation (F16)
|
100% |
494
76.1 IPS |