User | davidblue |
Upload Date | September 16 2022 12:08 AM |
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% |
916
98.1 IPS |
|
Image Classification (F16)
|
100% |
914
97.9 IPS |
|
Image Classification (I8)
|
81% |
398
42.7 IPS |
|
Image Segmentation (F32)
|
100% |
1315
8.12 IPS |
|
Image Segmentation (F16)
|
100% |
1313
8.11 IPS |
|
Image Segmentation (I8)
|
89% |
1536
9.49 IPS |
|
Pose Estimation (F32)
|
100% |
670
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
667
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
767
3.10 IPS |
|
Object Detection (F32)
|
100% |
1518
53.3 IPS |
|
Object Detection (F16)
|
100% |
1510
53.0 IPS |
|
Object Detection (I8)
|
52% |
422
14.8 IPS |
|
Face Detection (F32)
|
100% |
1754
20.1 IPS |
|
Face Detection (F16)
|
100% |
1614
18.5 IPS |
|
Face Detection (I8)
|
75% |
783
9.00 IPS |
|
Text Classification (F32)
|
100% |
588
232.7 IPS |
|
Text Classification (F16)
|
100% |
600
237.1 IPS |
|
Machine Translation (F32)
|
100% |
1847
284.6 IPS |
|
Machine Translation (F16)
|
100% |
1850
285.2 IPS |