| Upload Date | December 08 2022 08:44 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.5 |
| Model | iPad Pro (12.9-inch 5th generation) |
| Model ID | iPad13,8 |
| Motherboard | J522AP |
| CPU Information | |
|---|---|
| Name | Apple M1 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM |
| Base Frequency | 3.19 GHz |
| L1 Instruction Cache | 128 KB x 1 |
| L1 Data Cache | 64.0 KB x 1 |
| L2 Cache | 4.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 7.31 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
4249
455.3 IPS |
|
|
Image Classification (F16)
|
100% |
5981
640.8 IPS |
|
|
Image Classification (I8)
|
81% |
675
72.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
8082
49.9 IPS |
|
|
Image Segmentation (F16)
|
100% |
11889
73.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
1233
7.62 IPS |
|
|
Pose Estimation (F32)
|
100% |
2862
11.6 IPS |
|
|
Pose Estimation (F16)
|
100% |
6802
27.5 IPS |
|
|
Pose Estimation (I8)
|
80% |
236
0.96 IPS |
|
|
Object Detection (F32)
|
100% |
3650
128.1 IPS |
|
|
Object Detection (F16)
|
100% |
3864
135.6 IPS |
|
|
Object Detection (I8)
|
52% |
965
33.9 IPS |
|
|
Face Detection (F32)
|
100% |
7021
80.7 IPS |
|
|
Face Detection (F16)
|
97% |
12442
142.9 IPS |
|
|
Face Detection (I8)
|
75% |
949
10.9 IPS |
|
|
Text Classification (F32)
|
100% |
3399
1.34 KIPS |
|
|
Text Classification (F16)
|
100% |
3725
1.47 KIPS |
|
|
Machine Translation (F32)
|
100% |
1878
289.4 IPS |
|
|
Machine Translation (F16)
|
100% |
1868
288.0 IPS |
Compare
Set Baseline