Abstract: A technique for compressing an original image is disclosed. According to the technique, an original image is obtained and a delta-encoded image is generated based on the original image. Next, a segregated image is generated based on the delta-encoded image and then the segregated image is compressed to produce a compressed image. The segregated image is generated because the segregated image may be compressed more efficiently than the original image and the delta image.

Abstract: A technique for determining the centroid for fragments generated using variable rate shading. Because the barycentric interpolation used to determine texture coordinates for pixels is based on the premise that the point being interpolated is within the triangle, centroids that are outside of the triangle can produce undesirable visual artifacts. Another concern, however, is that the further the centroid is from the center of a pixel, the less accurate quad-based pixel derivatives become for attributes of that pixel. To address these concerns, the position of the sample that is both covered by the triangle and the closest to the center of the pixel, out of all covered samples of the pixel, is used as the centroid for a partially covered pixel. For a fully covered pixel (all samples in a pixel are covered by a triangle), the center of that pixel is used as the centroid.

Abstract: Described herein is a technique for performing ray tracing. According to this technique, instead of executing intersection and/or any hit shaders during traversal of an acceleration structure to determine the closest hit for a ray, an acceleration structure is fully traversed in an invocation of a shader program, and the closest intersection with a triangle is recorded in a data structure associated with the material of the triangle. Later, a scheduler launches waves by grouping together multiple data items associated with the same material. The rays processed by that wave are processed with a continuation ray, rather than the full original ray. A continuation ray starts from the previous point of intersection and extends in the direction of the original ray. These steps help counter divergence that would occur if a single shader program that inlined the intersection and any hit shaders were executed.

Abstract: A processing device is provided which includes memory and a processor. The processor is configured to receive an input image having a first resolution, generate linear down-sampled versions of the input image by down-sampling the input image via a linear upscaling network and generate non-linear down-sampled versions of the input image by down-sampling the input image via a non-linear upscaling network.

Abstract: A technique for operating a processor that includes multiple cores is provided. The technique includes determining a number of active applications, selecting a processor configuration for the processor based on the number of active applications, configuring the processor according to the selected processor configuration, and executing the active applications with the configured processor.

Abstract: Described herein is a technique for performing ray tracing. According to this technique, instead of executing intersection and/or any hit shaders during traversal of an acceleration structure to determine the closest hit for a ray, an acceleration structure is fully traversed in an invocation of a shader program, and the closest intersection with a triangle is recorded in a data structure associated with the material of the triangle. Later, a scheduler launches waves by grouping together multiple data items associated with the same material. The rays processed by that wave are processed with a continuation ray, rather than the full original ray. A continuation ray starts from the previous point of intersection and extends in the direction of the original ray. These steps help counter divergence that would occur if a single shader program that inlined the intersection and any hit shaders were executed.

Abstract: Techniques for performing machine learning operations are provided. The techniques include configuring a first portion of a first chiplet as a cache; performing caching operations via the first portion; configuring at least a first sub-portion of the first portion of the chiplet as directly-accessible memory; and performing machine learning operations with the first sub-portion by a machine learning accelerator within the first chiplet.

Abstract: Described herein are techniques for reducing divergence of control flow in a single-instruction-multiple-data processor. The method includes, at a point of divergent control flow, identifying control flow targets for different execution items, sorting the execution items based on the control flow targets, reorganizing the execution items based on the sorting, and executing after the point of divergent control flow, with the reorganized execution items.

Abstract: A technique for executing pixel shader programs is provided. The pixel shader programs are executed in workgroups, which allows access by work-items to a local data store and also allows program synchronization at barrier points. Utilizing workgroups allows for more flexible and efficient execution than previous implementations in the pixel shader stage. Several techniques for assigning fragments to wavefronts and workgroups are also provided. The techniques differ in the degree of geometric locality of fragments within wavefronts and/or workgroups. In some techniques, a greater degree of locality is enforced, which reduces processing unit occupancy but also reduces program complexity. In other techniques, a lower degree of locality is enforced, which increases processing unit occupancy.

Abstract: A technique for classifying a ray tracing intersection with a triangle edge or vertex avoids either rendering holes or multiple hits of the same ray for different triangles. The technique employs a tie-breaking scheme in which certain types of edges are classified as hits and certain types of edges are classified as misses. The test is performed in a coordinate space that comprises a projection into the viewspace of the ray, and thus where the ray direction has a non-zero magnitude in one axis (e.g., z) but a zero magnitude in the two other axes. In this coordinate space, edges are classified as one of top, bottom, left, and right, and an intersection on an edge counts as a hit if the intersection hits a top or left edge, but a miss if the intersection hits a bottom or right edge. Vertices are processed in a related manner.

Abstract: Described herein is a technique for performing ray-triangle intersection without a floating point division unit. A division unit would be useful for a straightforward implementation of a certain type of ray-triangle intersection test that is useful in ray tracing operations. This certain type of ray-triangle intersection test includes a step that transforms the coordinate system into the viewspace of the ray, thereby reducing the problem of intersection to one of 2D triangle rasterization. However, a straightforward implementation of this transformation requires floating point division, as the transformation utilizes a shear operation to set the coordinate system such that the magnitudes of the ray direction on two of the axes are zero. Instead of using the most straightforward implementation of this transform, the technique described herein scales the entire coordinate system by the magnitude of the ray direction in the axis that is the denominator of the shear ratio, removing division.

Abstract: A technique for performing rasterization and pixel shading with decoupled resolution is provided herein. The technique involves performing rasterization as normal to generate quads. The quads are accumulated into a tile buffer. A shading rate is determined for the contents of the tile buffer. If the shading rate is a sub-sampling shading rate, then the quads in the tile buffer are down-sampled, which reduces the amount of work to be performed by a pixel shader. The shaded down-sampled quads are then restored to the resolution of the render target. If the shading rate is a super-sampling shading rate, then the quads in the tile buffer are up-sampled. The results of the shaded down-sampled or up-sampled quads are written to the render target.

Abstract: A technique for determining the centroid for fragments generated using variable rate shading is provided. Because the barycentric interpolation used to determine texture coordinates for pixels is based on the premise that the point being interpolated is within the triangle, centroids that are outside of the triangle can produce undesirable visual artifacts. Another concern, however, is that the further the centroid is from the center of a pixel, the less accurate quad-based pixel derivatives become for attributes of that pixel. To address these concerns, the position of the sample that is both covered by the triangle and the closest to the center of the pixel, out of all covered samples of the pixel, is used as the centroid for a partially covered pixel. For a fully covered pixel (all samples in a pixel are covered by a triangle), the center of that pixel is used as the centroid.

Abstract: A technique for classifying a ray tracing intersection with a triangle edge or vertex avoids either rendering holes or multiple hits of the same ray for different triangles. The technique employs a tie-breaking scheme in which certain types of edges are classified as hits and certain types of edges are classified as misses. The test is performed in a coordinate space that comprises a projection into the viewspace of the ray, and thus where the ray direction has a non-zero magnitude in one axis (e.g., z) but a zero magnitude in the two other axes. In this coordinate space, edges are classified as one of top, bottom, left, and right, and an intersection on an edge counts as a hit if the intersection hits a top or left edge, but a miss if the intersection hits a bottom or right edge. Vertices are processed in a related manner.

Abstract: Described herein is a technique for performing ray-triangle intersection without a floating point division unit. A division unit would be useful for a straightforward implementation of a certain type of ray-triangle intersection test that is useful in ray tracing operations. This certain type of ray-triangle intersection test includes a step that transforms the coordinate system into the viewspace of the ray, thereby reducing the problem of intersection to one of 2D triangle rasterization. However, a straightforward implementation of this transformation requires floating point division, as the transformation utilizes a shear operation to set the coordinate system such that the magnitudes of the ray direction on two of the axes are zero. Instead of using the most straightforward implementation of this transform, the technique described herein scales the entire coordinate system by the magnitude of the ray direction in the axis that is the denominator of the shear ratio, removing division.

Abstract: Described herein is a technique for performing ray-triangle intersection test in a manner that produces watertight results. The technique involves translating the coordinates of the triangle such that the origin is at the origin of the ray. The technique involves projecting the coordinate system into the viewspace of the ray. The technique then involves calculating barycentric coordinates and interpolating the barycentric coordinates to get a time of intersect. The signs of the barycentric coordinates indicate whether a hit occurs. The above calculations are performed with a non-directed floating point rounding mode to provide watertightness. A non-directed rounding mode is one in which the mantissa of a rounded number is rounded in a manner that is not dependent on the sign of the number.

Abstract: A technique for executing pixel shader programs is provided. The pixel shader programs are executed in workgroups, which allows access by work-items to a local data store and also allows program synchronization at barrier points. Utilizing workgroups allows for more flexible and efficient execution than previous implementations in the pixel shader stage. Several techniques for assigning fragments to wavefronts and workgroups are also provided. The techniques differ in the degree of geometric locality of fragments within wavefronts and/or workgroups. In some techniques, a greater degree of locality is enforced, which reduces processing unit occupancy but also reduces program complexity. In other techniques, a lower degree of locality is enforced, which increases processing unit occupancy.

Abstract: Described herein is a merged data path unit that has elements that are configurable to switch between different instruction types. The merged data path unit is a pipelined unit that has multiple stages. Between different stages lie multiplexor layers that are configurable to route data from functional blocks of a prior stage to a subsequent stage. The manner in which the multiplexor layers are configured for a particular stage is based on the instruction type executed at that stage. In some implementations, the functional blocks in different stages are also configurable by the control unit to change the operations performed. Further, in some implementations, the control unit has sideband storage that stores data that “skips stages.” An example of a merged data path used for performing a ray-triangle intersection test and a ray-box intersection test is also described herein.

Abstract: Described herein is a technique for performing ray tracing. According to this technique, instead of executing intersection and/or any hit shaders during traversal of an acceleration structure to determine the closest hit for a ray, an acceleration structure is fully traversed in an invocation of a shader program, and the closest intersection with a triangle is recorded in a data structure associated with the material of the triangle. Later, a scheduler launches waves by grouping together multiple data items associated with the same material. The rays processed by that wave are processed with a continuation ray, rather than the full original ray. A continuation ray starts from the previous point of intersection and extends in the direction of the original ray. These steps help counter divergence that would occur if a single shader program that inlined the intersection and any hit shaders were executed.

Abstract: A technique for classifying a ray tracing intersection with a triangle edge or vertex avoids either rendering holes or multiple hits of the same ray for different triangles. The technique employs a tie-breaking scheme in which certain types of edges are classified as hits and certain types of edges are classified as misses. The test is performed in a coordinate space that comprises a projection into the viewspace of the ray, and thus where the ray direction has a non-zero magnitude in one axis (e.g., z) but a zero magnitude in the two other axes. In this coordinate space, edges are classified as one of top, bottom, left, and right, and an intersection on an edge counts as a hit if the intersection hits a top or left edge, but a miss if the intersection hits a bottom or right edge. Vertices are processed in a related manner.