User | davidblue |
Upload Date | August 23 2022 08:11 PM |
Views | 8 |
System Information | |
---|---|
Operating System | iOS 16.1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
956
102.4 IPS |
|
Image Classification (F16)
|
100% |
956
102.4 IPS |
|
Image Classification (I8)
|
81% |
390
41.8 IPS |
|
Image Segmentation (F32)
|
100% |
1357
8.38 IPS |
|
Image Segmentation (F16)
|
100% |
1367
8.45 IPS |
|
Image Segmentation (I8)
|
89% |
1455
8.99 IPS |
|
Pose Estimation (F32)
|
100% |
649
2.63 IPS |
|
Pose Estimation (F16)
|
100% |
540
2.18 IPS |
|
Pose Estimation (I8)
|
80% |
755
3.06 IPS |
|
Object Detection (F32)
|
100% |
1466
51.5 IPS |
|
Object Detection (F16)
|
100% |
1465
51.4 IPS |
|
Object Detection (I8)
|
52% |
629
22.1 IPS |
|
Face Detection (F32)
|
100% |
1767
20.3 IPS |
|
Face Detection (F16)
|
100% |
1767
20.3 IPS |
|
Face Detection (I8)
|
75% |
712
8.18 IPS |
|
Text Classification (F32)
|
100% |
1560
616.9 IPS |
|
Text Classification (F16)
|
100% |
564
223.0 IPS |
|
Machine Translation (F32)
|
100% |
1857
286.2 IPS |
|
Machine Translation (F16)
|
100% |
1850
285.1 IPS |