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[ROCm] Implement RNN support#171

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Ruturaj4 wants to merge 59 commits intorocm-mainROCm/jax:rocm-mainfrom ci_rnn_finalROCm/jax:ci_rnn_finalCopy head branch name to clipboard

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Commits on Dec 19, 2024

• support head size of 256

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Commits on Dec 23, 2024

• Fix a typo in documentation for pinv function.

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• [pallas:mosaic_gpu] Updated the lowering following the changes in in Mosaic GPU internals

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• [pallas:mosaic_gpu] Reduced duplication between _ensure_fa and _ensure_ir_value

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• [pallas:triton] Add support for lowering int4 load.

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• [mosaic_gpu] Include Mosaic GPU dialect fiels into jaxlib

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• Merge pull request jax-ml#25667 from superbobry:main

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• Remove casting from jax.nn.one_hot

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• Use the right include for gmock and gtest

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• Merge pull request jax-ml#24607 from kaixih:support_head_size_256

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• Merge pull request jax-ml#25662 from liblaf:main

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• Internal: use a single registry for abstractify APIs

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• Merge pull request jax-ml#25651 from jakevdp:combine-abstractify

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• Update XLA dependency to use revision

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• changelog: link to api compatibility & python version docs

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• Merge pull request jax-ml#25673 from jakevdp:changelog

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• Bump actions/upload-artifact from 4.4.3 to 4.5.0

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• Finalize deprecation of some symbols from jax.lib.xla_client

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• Merge pull request jax-ml#25669 from jakevdp:undep

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• [Mosaic:TPU] Vreg-slice-aligned offset changes with scratch retiling

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• Switch mlir bindings from pybind11 to nanobind

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• [Mosaic:TPU] In infer ext rule, avoid assigning offsets outside of dst first tile

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Commits on Dec 24, 2024

• Merge pull request jax-ml#25674 from jax-ml:dependabot/github_actions/actions/upload-artifact-4.5.0

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• Merge pull request jax-ml#25672 from jakevdp:finalize-dep

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• [pallas:mosaic_gpu] Addressed a todo in broadcasted_iota lowering

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• Update XLA dependency to use revision

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Commits on Dec 25, 2024

• [AutoPGLE] Explicitly disable command buffers when profiler is used.

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• Update XLA dependency to use revision

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Commits on Dec 26, 2024

• Fix formatting in the docs for transposing pytrees

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• Update XLA dependency to use revision

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Commits on Dec 27, 2024

• Update XLA dependency to use revision

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Commits on Dec 28, 2024

• [pallas:mosaic_gpu] Added some runtime type checking to copy_* and barrier_* primitives

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• Update XLA dependency to use revision

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Commits on Dec 29, 2024

• Update XLA dependency to use revision

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• Fixes the random key sharding in shard_map.

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Commits on Dec 30, 2024

• Update XLA dependency to use revision

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• Merge pull request jax-ml#25692 from yliu120:rng_key_sharding

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Commits on Dec 31, 2024

• Update XLA dependency to use revision

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Commits on Jan 1, 2025

• Fix log10 and log2 for large inputs.

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• Update XLA dependency to use revision

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Commits on Jan 2, 2025

• tbp nightly instructions

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• Reverts 83e60a9

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• Don't use x32 mode for pallas_test

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• Merge pull request jax-ml#25661 from rdyro:tb-nightly-instructions

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• Merge pull request jax-ml#25706 from pearu:pearu/log10-large

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• [Mosaic:TPU][NFC] Clean up unused variable

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• Fix OSS build for the Mosaic GPU dialect

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• Merge pull request jax-ml#25710 from apaszke:mgpu_dialect_fix

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• Update XLA dependency to use revision

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• Merge pull request jax-ml#25686 from Mikcl:docs/working-with-pytrees-formatting

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• Compute cost-analysis on only one HLO module.

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• [Mosaic] NFC: Pull out vreg related functions to util.

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Commits on Jan 3, 2025

• jax.debug.print: respect local np.printoptions

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• Merge pull request jax-ml#25713 from jakevdp:debug-printoptions

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• Update XLA dependency to use revision

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• Update XLA dependency to use revision

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• Add SMEM as a supported Pallas output memory space.

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• Update XLA dependency to use revision

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• [ROCm] Implement RNN support

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