-
Notifications
You must be signed in to change notification settings - Fork 792
[slimtensor] Add factory functions for creating empty CPU tensors #16398
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
base: gh/gasoonjia/77/base
Are you sure you want to change the base?
Conversation
This diff adds factory functions to create SlimTensor instances with allocated storage for better usage. **Key components:** 1. **`factory/Empty.h`** - Factory functions for creating empty tensors: - `empty_strided(sizes, strides, dtype, device)` - Creates tensor with explicit sizes/strides - `empty(sizes, dtype, device)` - Creates contiguous tensor (auto-computes row-major strides) - `empty(initializer_list, dtype, device)` - Convenience overload for inline size specification - `empty_like(tensor)` - Creates empty tensor with same metadata as another tensor 2. **`core/Storage.h`** - Added `new_storage()` helper function: - Computes required storage bytes from sizes, strides, and dtype - Allocates and returns a new owning Storage instance Differential Revision: [D89820292](https://our.internmc.facebook.com/intern/diff/D89820292/) [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/16398
Note: Links to docs will display an error until the docs builds have been completed. ❗ 1 Active SEVsThere are 1 currently active SEVs. If your PR is affected, please view them below: ❌ 3 New Failures, 1 Unrelated FailureAs of commit 83ad183 with merge base fd6fa87 ( NEW FAILURES - The following jobs have failed:
UNSTABLE - The following job is marked as unstable, possibly due to flakiness on trunk:
This comment was automatically generated by Dr. CI and updates every 15 minutes. |
This PR needs a
|
…tensors" This diff adds factory functions to create SlimTensor instances with allocated storage for better usage. **Key components:** 1. **`factory/Empty.h`** - Factory functions for creating empty tensors: - `empty_strided(sizes, strides, dtype, device)` - Creates tensor with explicit sizes/strides - `empty(sizes, dtype, device)` - Creates contiguous tensor (auto-computes row-major strides) - `empty(initializer_list, dtype, device)` - Convenience overload for inline size specification - `empty_like(tensor)` - Creates empty tensor with same metadata as another tensor 2. **`core/Storage.h`** - Added `new_storage()` helper function: - Computes required storage bytes from sizes, strides, and dtype - Allocates and returns a new owning Storage instance Differential Revision: [D89820292](https://our.internmc.facebook.com/intern/diff/D89820292/) [ghstack-poisoned]
Stack from ghstack (oldest at bottom):
This diff adds factory functions to create SlimTensor instances with allocated storage for better usage.
Key components:
factory/Empty.h- Factory functions for creating empty tensors:empty_strided(sizes, strides, dtype, device)- Creates tensor with explicit sizes/stridesempty(sizes, dtype, device)- Creates contiguous tensor (auto-computes row-major strides)empty(initializer_list, dtype, device)- Convenience overload for inline size specificationempty_like(tensor)- Creates empty tensor with same metadata as another tensorcore/Storage.h- Addednew_storage()helper function:Differential Revision: D89820292