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Adding dispatcher architecture (#3300)
* WIP POC of dispatcher * Dispatcher python workflow setup. * Dispatcher cleanup and updates. Further dispatcher cleanup and updates. Build fixes Improvements and python to CK example Improvements to readme * Fixes to python paths * Cleaning up code * Improving dispatcher support for different arch Fixing typos * Fix formatting errors * Cleaning up examples * Improving codegeneration * Improving and fixing C++ examples * Adding conv functionality (fwd,bwd,bwdw) and examples. * Fixes based on feedback. * Further fixes based on feedback. * Adding stress test for autogeneration and autocorrection, and fixing preshuffle bug. * Another round of improvements based on feedback. * Trimming out unnecessary code. * Fixing the multi-D implementation. * Using gpu verification for gemms and fixing convolutions tflops calculation. * Fix counter usage issue and arch filtering per ops. * Adding changelog and other fixes. * Improve examples and resolve critical bugs. * Reduce build time for python examples. * Fixing minor bug. * Fix compilation error. * Improve installation instructions for dispatcher. * Add docker based installation instructions for dispatcher. * Fixing arch-based filtering to match tile engine. * Remove dead code and fix arch filtering. * Minor bugfix. * Updates after rebase. * Trimming code. * Fix copyright headers. * Consolidate examples, cut down code. * Minor fixes. * Improving python examples. * Update readmes. * Remove conv functionality. * Cleanup following conv removable.
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dispatcher/python/requirements.txt
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dispatcher/python/requirements.txt
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# Core dependencies
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numpy>=1.19.0
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# Optional dependencies (install with pip install -e ".[torch]")
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# torch>=2.0.0
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# Development dependencies (install with pip install -e ".[dev]")
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# pytest>=6.0.0
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# pytest-cov>=2.0.0
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# black>=21.0
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# flake8>=3.9.0
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# mypy>=0.910
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# isort>=5.0.0
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# Visualization dependencies (install with pip install -e ".[viz]")
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# matplotlib>=3.3.0
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# seaborn>=0.11.0
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# Documentation dependencies
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# sphinx>=4.0.0
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# sphinx-rtd-theme>=1.0.0
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