| User | davidblue |
| Upload Date | November 01 2022 12:51 AM |
| Views | 10 |
| System Information | |
|---|---|
| Operating System | iOS 16.2 |
| Model | iPad Pro (12.9-inch 5th generation) |
| Model ID | iPad13,9 |
| Motherboard | J522xAP |
| 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 | 15.34 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | Core ML |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
7163
767.5 IPS |
|
|
Image Classification (F16)
|
100% |
6913
740.7 IPS |
|
|
Image Classification (I8)
|
81% |
681
73.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
2114
13.1 IPS |
|
|
Image Segmentation (F16)
|
100% |
2086
12.9 IPS |
|
|
Image Segmentation (I8)
|
89% |
1254
7.75 IPS |
|
|
Pose Estimation (F32)
|
100% |
20022
81.0 IPS |
|
|
Pose Estimation (F16)
|
100% |
20250
81.9 IPS |
|
|
Pose Estimation (I8)
|
80% |
237
0.96 IPS |
|
|
Object Detection (F32)
|
100% |
8317
291.9 IPS |
|
|
Object Detection (F16)
|
100% |
8124
285.1 IPS |
|
|
Object Detection (I8)
|
52% |
980
34.4 IPS |
|
|
Face Detection (F32)
|
100% |
8730
100.3 IPS |
|
|
Face Detection (F16)
|
100% |
8748
100.5 IPS |
|
|
Face Detection (I8)
|
75% |
961
11.0 IPS |
|
|
Text Classification (F32)
|
100% |
1230
486.6 IPS |
|
|
Text Classification (F16)
|
100% |
1257
497.0 IPS |
|
|
Machine Translation (F32)
|
100% |
1866
287.5 IPS |
|
|
Machine Translation (F16)
|
100% |
1854
285.7 IPS |