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Remve assumption in quantize/activation kernels that data buffer is initialized
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* refactor mxfp8_cast_only kernel
Signed-off-by: Jianbing Dong <jianbingd@nvidia.com>

* fix ptx.cuh after format
Signed-off-by: Jianbing Dong <jianbingd@nvidia.com>

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Signed-off-by: Jianbing Dong <jianbingd@nvidia.com>
Co-authored-by: Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com>

Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Separated gated and dequantize kernels
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Separated quantize, dequantize and gated functions
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Fixed lint issues
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Fixed persistent lint issues
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Added missing compute capability 10.0 check for Quantize FP8 TMA kernels
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Fixed the issue which was added again by autofix
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

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* Changed files description. Completely removed non-identity activations from the NVFP4 transpose test suite
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Removed unsupported template arguments in NVFP4 quantize
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Fixed undefined symbol error
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Fixed condition
Signed-off-by: Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com>

* Fixed CUDA version check
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Changed arch conditions order
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

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* Fix
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Clean up
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Small fix
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Small fix
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Fixes per the PR review
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Fix
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Split quantize helper into two (FWD and BWD) functions
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

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* Moved activation functions from cast.cu. Removed cast.cu from the fast-math compilation list
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Enabled fast math for activations by default
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

* Disabled fast math for activations by default
Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>

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Signed-off-by: Oleg Goncharov <ogoncharov@nvidia.com>
Signed-off-by: Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>