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trunk/98fc38c4eb17c435699cea1a7d3aa84c14458ed9: Add autograd_cache_key to aot_autograd with tests (#178152)

PyTorch Releasesby frgossenApril 5, 20261 min read0 views
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Expose autograd_cache_key in torch._functorch.aot_autograd that wraps prepare_aot_module_simplified to build an AOTConfig and then delegates to the base autograd_cache.autograd_cache_key. This lets callers compute the cache key for a dynamo graph without running the full inductor pipeline. Tests verify that the API produces the same key as torch.compile by capturing the ground-truth key and graph from the inductor pipeline, then calling the new API on the same graph and example inputs. Pull Request resolved: #178152 Approved by: https://github.com/zou3519 ghstack dependencies: #177852 , #177871

Expose autograd_cache_key in torch._functorch.aot_autograd that wraps prepare_aot_module_simplified to build an AOTConfig and then delegates to the base autograd_cache.autograd_cache_key. This lets callers compute the cache key for a dynamo graph without running the full inductor pipeline._

Tests verify that the API produces the same key as torch.compile by capturing the ground-truth key and graph from the inductor pipeline, then calling the new API on the same graph and example inputs.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/178152 Approved by: https://github.com/zou3519 ghstack dependencies: #177852, #177871`

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