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[Autotuner] Add block level emitter backend for Triton fusion (2). #96796

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Jul 17, 2025

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[Autotuner] Add block level emitter backend for Triton fusion (2).

This change continues the work on the Triton block-level fusion emitter backend, which enables autotuning of tile configurations for custom Triton fusions in XLA.

This backend implements the following core interfaces:

  • GetSupportedConfigs: Enumerates all supported combinations of tile sizes for the output tensors. The generated configs can be used during autotuning to explore different performance candidates.

  • GetDefaultConfig: Provides a default tile configuration for a given Triton fusion, used as a fallback when no tuning data is available. (Implemented in a previous PR-28515)

  • ApplyConfig: Applies a selected block-level fusion configuration to a Triton fusion instruction by updating its GpuBackendConfig. (will be added in the next PR)

@copybara-service copybara-service bot force-pushed the exported_pr_782054787 branch 4 times, most recently from 0ef86ec to 987341f Compare July 17, 2025 17:10
This change continues the work on the Triton block-level fusion emitter backend, which enables autotuning of tile configurations for custom Triton fusions in XLA.

This backend implements the following core interfaces:

- GetSupportedConfigs: Enumerates all supported combinations of tile sizes for the output tensors. The generated configs can be used during autotuning to explore different performance candidates.

- GetDefaultConfig: Provides a default tile configuration for a given Triton fusion, used as a fallback when no tuning data is available. (Implemented in a previous PR-28515)

- ApplyConfig: Applies a selected block-level fusion configuration to a Triton fusion instruction by updating its GpuBackendConfig. (will be added in the next PR)

PiperOrigin-RevId: 784233964
@copybara-service copybara-service bot force-pushed the exported_pr_782054787 branch from 987341f to f926778 Compare July 17, 2025 17:43
@copybara-service copybara-service bot merged commit f926778 into master Jul 17, 2025
@copybara-service copybara-service bot deleted the exported_pr_782054787 branch July 17, 2025 17:43
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