Apparatuses, systems, and techniques to transform information corresponding to one or more memory transactions. In at least one embodiment, one or more circuits are to perform an application programming interface (API) to cause information corresponding to one or more memory transactions resulting from performance of the API to be transformed.

Apparatuses, systems, and techniques to perform a tensor prefetch instruction to cause one or more tensors to be transformed and stored into one or more caches. In at least one embodiment, one or more circuits of a GPU are to perform a tensor prefetch instruction to cause one or more tensors to be transformed and stored into one or more GPU caches.

Apparatuses, systems, and techniques to perform a graphics processing unit (GPU) prefetch instruction to cause a variable amount of information to be stored into one or more GPU caches. In at least one embodiment, one or more circuits of a GPU are to perform a GPU prefetch instruction to cause a variable amount of information to be stored into one or more GPU caches.

Devices and techniques are disclosed herein for more efficiently exchanging large amounts of data between a host and a storage system. In an example, a read command can optionally include a read-type indicator. The read-type indicator can allow for exchange of a large amount of data between the host and the storage system using a single read command.

Apparatuses, systems, and techniques to indicate how to generate image-to-column transformations. In at least one embodiment, one or more circuits are to perform an application programming interface (API) to indicate how to generate one or more image-to-column transformations.

Apparatuses, systems, and techniques to cause a first tensor to be translated into a second tensor according to a tensor map. In at least one embodiment, one or more circuits are to perform an application programming interface (API) to cause a first tensor to be translated into a second tensor according to a tensor map.

Apparatuses, systems, and techniques to cause a first tensor to be translated into a second tensor according to a tensor map without storing information about a memory transaction corresponding to the translation. In at least one embodiment, one or more circuits are to perform an application programming interface (API) to cause a first tensor to be translated into a second tensor according to a tensor map without storing information about one or more memory transactions corresponding to the translation.

A storage device includes a memory device including a plurality of memory blocks, and a controller configured to move first data from a single level cell (SLC) memory block to a first memory block having a target density lower than a maximum density based on a waiting time and to move second data from the SLC memory block to a memory block having the maximum density based on the waiting time.

The present disclosure includes apparatuses, methods, and systems for data relocation in memory. An embodiment includes a controller, and a memory having a plurality of physical units of memory cells. Each of the physical units has a different sequential physical address associated therewith, a first number of the physical units have data stored therein, a second number of the physical units do not have data stored therein, and the physical address associated with each respective one of the second number of physical units is a different consecutive physical address in the sequence. The controller can relocate the data stored in the physical unit of the first number of physical units, whose physical address in the sequence is immediately before the first of the consecutive physical addresses associated with the second number of physical units, to the last of the consecutive physical addresses associated with the second number of physical units.

A system, method, and product for flexible RAID layouts in a storage system, including: determining a reliability of an individual storage device of a plurality of storage devices, the individual storage device containing a plurality of portions of a Redundant Array of Independent Disks (RAID) stripe in a storage system, wherein the RAID stripe includes user data and inter-device parity data; detecting a change in the reliability of the individual storage device that contains the portion corresponding to the RAID stripe; and changing an amount of intra-device protection corresponding to the RAID stripe by decreasing, in the RAID stripe, an amount of space used to store the inter-device protection data.