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Jump to navigationJump to search- 11:02, 30 August 2024 Colloquium 2024 Debugging and Optimization of PyTorch Models (hist | edit) [597 bytes] Syam (talk | contribs) (Created page with "Deep learning models are often viewed as uninterpretable "black boxes". As researchers, we often extend this thinking to the memory and compute utilization of such models. Usi...")
- 16:21, 26 August 2024 Colloquium 2024 Using machine learning to predict rare events (hist | edit) [515 bytes] Syam (talk | contribs) (Created page with "In some binary classification problems, the underlying distribution of positive and negative samples are highly unbalanced. For example, fraudulent credit card transactions ar...")
- 10:26, 26 July 2024 Colloquium 2024 Diagnosing Wasted Resources from User Facing Portals on the National Clusters (hist | edit) [512 bytes] Syam (talk | contribs) (Created page with "Researchers often leave resources on the table when specifying their job requirements on the national systems. This talk builds on previous sessions and uses the Digital Resea...")
- 12:21, 17 July 2024 Colloquium 2024 The Emergence of WebAssembly (Wasm) in Scientific Computing (hist | edit) [749 bytes] Syam (talk | contribs) (Created page with "Developed collaboratively by major browser vendors, including Mozilla, Google, Microsoft, and Apple, WebAssembly (Wasm) addresses the limitations of traditional web programmin...")
- 12:20, 17 July 2024 Colloquium 2024 Exploring Compute Usage from User Facing Portals on the National Clusters (hist | edit) [611 bytes] Syam (talk | contribs) (Created page with "Previous seminars in this series have described using Python tools to explore job properties and usage characteristics on the Digital Research Alliance of Canada general purpo...")
- 14:26, 2 May 2024 Colloquium 2024 Compute Ontario Summer School 2024 (hist | edit) [456 bytes] Syam (talk | contribs) (Created page with "In this colloquium, we will present the curriculum of the 2024 Compute Ontario Summer School, to be held from the 3rd to the 21st of June. Jointly organized by the Centre for...")
- 14:08, 2 May 2024 Colloquium 2024 Data Wrangling with Tidyverse (part 2) (hist | edit) [626 bytes] Syam (talk | contribs) (Created page with "Tidyverse is an cohesive set of packages for doing data science in R. In an earlier talk, we began reviewing the data munging portions of tidyvese (dplyr, forcats, tibble, rea...")
- 17:45, 17 April 2024 Advanced research computing in Julia (hist | edit) [661 bytes] Bge (talk | contribs) (Created page with "This is a technical presentation introducing the programming language Julia for advanced research computing. This talk covers the following topics: working with floating poi...")
- 12:22, 10 April 2024 Colloquium 2024 Accelerating data analytics with RAPIDS cuDF (hist | edit) [371 bytes] Syam (talk | contribs) (Created page with "Pandas, renowned as the go-to library for data manipulation and analysis in Python and widely adopted in machine learning. However, Pandas is slow. With the introduction of NV...")
- 12:14, 27 March 2024 Colloquium 2024 Accelerating Graph Analysis on GPUs (hist | edit) [648 bytes] Syam (talk | contribs) (Created page with "Graph analysis plays a critical role in many applications across various domains, ranging from social network analysis to bioinformatics, to fraud detection, to cybersecurity,...")
- 12:19, 13 March 2024 Colloquium 2024 Make: obsolete or elegant? (hist | edit) [329 bytes] Syam (talk | contribs) (Created page with "Make is a classic Unix development tool, which may seem archaic and narrow-purpose. But if you think of it as a declarative, parallelized workflow automation tool, it sounds...")