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Sensitivity Analysis to identify the material properties governing the structural failure of an open-hole test
Introduction
The certification of composite structures in the aeronautical sector follows a building-block pyramid approach, in which structural complexity, material uncertainties, and computational cost increase progressively across scales. To reduce reliance on extensive experimental campaigns, high-fidelity finite element simulations are increasingly employed for virtual testing. ...
Type: COMPSs
Creators: Jorge Ejarque, Gerard Guillamet, Riccardo Cecco, Aravind Sasikumar, Said Abdel-Monsef, Albert Turon, Rosa M Badia
Submitter: Raül Sirvent
Application that perform the multiplication between matrices.
COMPSs Matrix Multiplication resourceUsage profiling example.
MN5 MSIZE=20 BSIZE=768 7 Nodes (6 workers) (--num_nodes=7 --worker_in_master_cpus=0).
- Total number of tasks: 20^3 = 8000
- Maximum code parallelism: 20^2 = 400
- Total cores: 112*6 = 672
- Maximum utilisation: 400 / 112 = 3,57 Nodes
Overall stats from "pycompss inspect":
│ └── overall
│ ├── matmul_tasks
│ │ └── multiply
│ │ ├── maxTime = 91,111 ms
│ │ ├── executions = 8,000
│ │ ├── avgTime = 84,839 ms
│ │ └── minTime = 79,278 ms
...
Application that perform the multiplication between matrices. In this experiment, a new profiling visualization is available, showing the resource usage such as CPU, memory, data read and written to disk, and data sent and received over the network.
Application that perform the multiplication between matrices.
Name: Random Forest Contact Person: [email protected] Access Level: public License Agreement: Apache2 Platform: COMPSs Machine: MareNostrum4 This is an example of Random Forest algorithm from dislib. To show the usage, the code generates a synthetical input matrix. The results are printed by screen. This application used dislib-0.9.0
Name: GridSearchCV Contact Person: [email protected] Access Level: public License Agreement: Apache2 Platform: COMPSs Machine: MareNostrum5
GridSearch of kNN algorithm for the iris.csv dataset (https://gist.githubusercontent.com/netj/8836201/raw/6f9306ad21398ea43cba4f7d537619d0e07d5ae3/iris.csv). This application used dislib-0.9.0
Name: GridSearchCV Contact Person: [email protected] Access Level: public License Agreement: Apache2 Platform: COMPSs Machine: MareNostrum5
GridSearch of kNN algorithm for the iris.csv dataset (https://gist.githubusercontent.com/netj/8836201/raw/6f9306ad21398ea43cba4f7d537619d0e07d5ae3/iris.csv). This application used dislib-0.9.0
