User | davidblue |
Upload Date | August 16 2022 06:45 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.0 |
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% |
965
103.4 IPS |
|
Image Classification (F16)
|
100% |
960
102.8 IPS |
|
Image Classification (I8)
|
81% |
402
43.1 IPS |
|
Image Segmentation (F32)
|
100% |
1324
8.18 IPS |
|
Image Segmentation (F16)
|
100% |
1329
8.21 IPS |
|
Image Segmentation (I8)
|
89% |
1522
9.40 IPS |
|
Pose Estimation (F32)
|
100% |
664
2.69 IPS |
|
Pose Estimation (F16)
|
100% |
661
2.68 IPS |
|
Pose Estimation (I8)
|
80% |
795
3.22 IPS |
|
Object Detection (F32)
|
100% |
1438
50.5 IPS |
|
Object Detection (F16)
|
100% |
1437
50.4 IPS |
|
Object Detection (I8)
|
52% |
627
22.0 IPS |
|
Face Detection (F32)
|
100% |
1639
18.8 IPS |
|
Face Detection (F16)
|
100% |
1617
18.6 IPS |
|
Face Detection (I8)
|
75% |
795
9.13 IPS |
|
Text Classification (F32)
|
100% |
575
227.3 IPS |
|
Text Classification (F16)
|
100% |
558
220.8 IPS |
|
Machine Translation (F32)
|
100% |
1864
287.2 IPS |
|
Machine Translation (F16)
|
100% |
1851
285.3 IPS |