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Yulong Wang authored and GitHub committed 14a8315f10e
[js/web] [webgpu] new incides helper (#16957) ### Description This PR introduces the new incides helper. IndicesHelper is a helper class for generating WGSL code for manipulating indices and data for a shader's input or output. This class is designed to offer a unified way to generate WGSL code for manipulating indices and data for a shader's input or output. The following is a list of terminologies used in this class: - `offset`: a uint32 value representing the offset of an element in the data buffer. - `indices`: an abstraction of a multi-dimensional array's indices representing the data's index on each dimension. - `value`: a value of a data element. Users are expected to create an instance of this class for each shader's input or output, and use the instance to generate WGSL code for manipulating indices and data. The following 2 exported functions are for users to call to create an instance of an indices helper: - `inputVariable()`: create an indices helper instance for an input. - `outputVariable()`: create an indices helper instance for an output. An indices helper instance contains helper functions for the following operations: - access readonly basic information, including: `name`(the name of the input or output), `usage`(whether it's an input or an output) and `shape`(the passed in shape). - `type`: access readonly type information, including: `indices`(the type of indices), `value`(the type of value at runtime), `storage`(the type of value at storage) and `tensor`(the tensor type as represented in TensorView). - generate WGSL code for getting indices from offset. Use `offsetToIndices()` for WGSL code snippet to calculate incides from offset, and use `indicesToOffset()` for WGSL code snippet to calculate offset from indices. - to manipulate an instance of indices, use `setIndices()` and `getIndices()` to set and get the indices on an indices variable. - to manipulate data, use `set()`/`get()` to access data at the given indices from parameter list, use `setByIndices()`/`getByIndices()` to access data at the given indices from an indices variable, and use `setByOffset()`/`getByOffset()` to access data at the given offset. - `impl`: get WGSL code of function implementation for the util functions mentioned above. This change applies the usage of new IndicesHelper through the code, but not necessary for all code.