20100a7254
This PR merges the `triton-mlir` branch, in which we have been quietly rewriting the Triton backend from scratch to increase maintainability, stability and ultimately performance. Changes to the runtime are minimal, and this new version aims to remain backward-compatible with the previous commit. The legacy backend is now officially deprecated, but can still be accessed via the `legacy-backend` tag. Co-authored-by: Keren Zhou <kerenzhou@openai.com> Co-authored-by: Yan Chunwei <yanchunwei@outlook.com> Co-authored-by: goostavz <109190422+goostavz@users.noreply.github.com> Co-authored-by: Shintaro Iwasaki <siwasaki@fb.com> Co-authored-by: Yan Da <dyanab@connect.ust.hk> Co-authored-by: Jun Yang <yangjunpro@gmail.com> Co-authored-by: Ian Bearman <ianb@microsoft.com> Co-authored-by: Jason Ansel <jansel@jansel.net> Co-authored-by: Qingyi Liu <qingyil@nvidia.com> Co-authored-by: ben-zhang-609 <110140741+ben-zhang-609@users.noreply.github.com> Co-authored-by: Chenggang Zhao <lyricz@yeah.net> Co-authored-by: ben-zhang-609 <benzh609@gmail.com> Co-authored-by: dongdongl <dongdongl@nvidia.com>
145 lines
1.6 KiB
ReStructuredText
145 lines
1.6 KiB
ReStructuredText
triton.language
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================
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.. currentmodule:: triton.language
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Programming Model
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-------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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program_id
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num_programs
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Creation Ops
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-------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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arange
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zeros
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Shape Manipulation Ops
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-----------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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broadcast_to
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reshape
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ravel
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Linear Algebra Ops
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-------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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dot
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Memory Ops
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--------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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load
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store
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atomic_cas
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atomic_xchg
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Indexing Ops
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--------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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where
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Math Ops
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----------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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exp
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log
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cos
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sin
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sqrt
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sigmoid
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softmax
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Reduction Ops
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---------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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max
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min
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sum
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Atomic Ops
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---------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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atomic_cas
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atomic_add
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atomic_max
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atomic_min
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Comparison ops
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---------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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minimum
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maximum
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.. _Random Number Generation:
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Random Number Generation
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-------------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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randint4x
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randint
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rand
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randn
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Compiler Hint Ops
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-------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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multiple_of |