tensor destroy #14686
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tensor destroy #14686
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Summary: This diff introduce `aoti_torch_delete_tensor_object` for deleting tensors created during cuda backend inference. Reviewed By: [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/14686
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (2 Unrelated Failures)As of commit 49602cd with merge base db8d04f ( BROKEN TRUNK - The following jobs failed but were present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
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This PR was created by the merge bot to help merge the original PR into the main branch. ghstack PR number: #14686 by @larryliu0820 ^ Please use this as the source of truth for the PR details, comments, and reviews ghstack PR base: https://github.com/pytorch/executorch/tree/gh/larryliu0820/76/base ghstack PR head: https://github.com/pytorch/executorch/tree/gh/larryliu0820/76/head Merge bot PR base: https://github.com/pytorch/executorch/tree/main Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/larryliu0820/76/orig @diff-train-skip-merge Co-authored-by: Mengwei Liu <[email protected]>
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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #14690 * #14689 * #14688 * __->__ #14687 * #14686 Summary: This function introduce aoti_torch_create_tensor_from_blob_v2, a function that create tensor from data blob and custom stride and size. Worth to notice that unlike aoti_torch_empty_strided, the tensor created by aoti_torch_create_tensor_from_blob_v2 will not have the control of the memory blob. Therefore when we delete it, the memory will not be freed. Reviewed By: Differential Revision:
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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #14690 * #14689 * #14688 * __->__ #14700 * #14686 Summary: This is a manual cherry pick of #14687 This function introduce aoti_torch_create_tensor_from_blob_v2, a function that create tensor from data blob and custom stride and size. Worth to notice that unlike aoti_torch_empty_strided, the tensor created by aoti_torch_create_tensor_from_blob_v2 will not have the control of the memory blob. Therefore when we delete it, the memory will not be freed. Reviewed By: Differential Revision:
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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #14690 * #14689 * __->__ #14688 * #14687 * #14686 Summary: Introduced aoti_torch__reinterpret_tensor, which creates a new tensor view that reinterprets the same underlying memory with custom shape and strides. Reviewed By: Differential Revision:
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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #14690 * __->__ #14689 * #14688 * #14687 * #14686 Summary: This diff introduce `aoti_torch_copy_`, the function for copying tensor inside cuda backend. Right now it only support copy between tensors with same dtype. Reviewed By: Differential Revision:
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Stack from ghstack (oldest at bottom):
Summary:
This diff introduce
aoti_torch_delete_tensor_objectfor deleting tensors created during cuda backend inference.Reviewed By: