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update changelog
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CHANGELOG.md

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@@ -5,6 +5,7 @@ This file contains the changelog for the Deeploy project. The changelog is divid
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### List of Pull Requests
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- PyTest Migration [#144](https://github.com/pulp-platform/Deeploy/pull/144)
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- Support for MaxPool1D and RQSConv1D for PULPOpen [#146](https://github.com/pulp-platform/Deeploy/pull/146)
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- Update submodule `pulp-nn-mixed` [#145](https://github.com/pulp-platform/Deeploy/pull/145)
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- Improve Profiling [#138](https://github.com/pulp-platform/Deeploy/pull/138)
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- FP32 ReduceMean operator improvement [#137](https://github.com/pulp-platform/Deeploy/pull/137)
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- `pytestRunner.py` contains helper functions and fixtures for the whole project.
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- `test_platforms.py` lists the E2E tests and sorts them into marked categories (per platform and per kernel/model).
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- Each platform has a test config file where a list or a dict describes the tests.
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- Add integer MaxPool1D for Generic platform and RQSConv1D support for PULPOpen, with corresponding kernel tests.
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- Support for unknown number of data dimensions in the tiler
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- Parallelization support for the FP32 ReduceMean operator on PULPOpen
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- Extensive testing for the ReduceMean operator
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### Fixed
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- `nvidia-pyindex` was broken as it now tries to build the wheel to respect the new policy on packages using `pyproject`. Instead of installing this package, we just add the `https://pypi.ngc.nvidia.com` channel to the pip config file.
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- Pin versions of broken dependencies of Banshee.
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- im2col buffer size in Conv1d template
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- Fixed ReduceMean parallelization and tiling issues described in Issue [#134](https://github.com/pulp-platform/Deeploy/issues/134).
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- Fixed PULP FP32 regular and DW Conv2D, and MatMul tile constraints.
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- Fixed type casting for tiling code generation.

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