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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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ptrendx
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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
cyanguwa
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Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by: Charlene Yang <charleney@nvidia.com>
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[New feature] With cudnn backend 9.2.0 and above, `Graph::check_support` can determine support check for runtime engines without invoking the nvrtc compiler. This allows users to check the support surface of cudnn without invoking the nvrtc compilation. [New feature] Python pip wheel now contains the necessary c++ development headers. [New feature] Sliding window attention is now supported as an attribute to the sdpa forward and bprop node. Usage: `sdpa_attributes.set_sliding_window_length(window_length)` [New feature] Bottom right aligned causal masking is now supported as an attribute to the sdpa forward and bprop node. Usage: `sdpa_attributes.use_causal_mask_bottom_right(true)` [New feature] SDPA bprop attributes can choose deterministic algorithm using the `use_deterministic_algorithm` API. [New feature] Allow users to filter candidate execution plans of graph by its shared memory usage in cudnn 9.2.0 and later. [Bug fix] A runtime error if chosen execution plan candidate is incorrectly set in the backend has been fixed. This would happen when `check_support` does not correctly filter by the workspace size. [Bug fix] selecting/deselecting by behavior and numerical notes has now been fixed and works as intended. [Debugging] A new tool for easy reproduction of a failure using the json representation of the graph can be found [here](tools/json_reproducer). [Samples] Restructured the cpp samples into categories for easier navigation. [Samples] Added a sample to showcase how different plans can be built in parallel in separate threads. [Compilation enhancement] Added a new macro `CUDNN_FRONTEND_SKIP_NLOHMANN_JSON` as compilation flag to not have nlohman::json as compilation dependency. Users lose access to certain API functions like `print`, `key`, `serialize`, `deserialzie` that depend on the library. [Enhancement] Serialization of resample operation is now supported. [Enhancement] Bug template has been added for new github issues
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This was mistakenly added during #41