The invention introduces a method for verifying memory interface, performed by a processing unit, to include: driving a physical layer of a memory interface to pull-high or pull-low a signal voltage on each Input-Output (IO) pin thereof to a preset level according to a setting; obtaining a verification result corresponding to each IO pin from the memory interface; and storing each verification result in a static random access memory (SRAM), thereby enabling a testing host to obtain each verification result of the SRAM through a test interface. The testing host may examine each verification result to know whether any unexpected error has occurred in signals on the IO pins of the memory interface.

A trigger rate associated with a scan operation of a set of memory pages of a data block is identified. The trigger rate is compared to a threshold rate to determine that a condition is satisfied. In response to satisfying the condition, a refresh operation is executed on the set of memory pages of the data block.

A trigger rate associated with a scan operation of a set of memory pages of a data block is identified. The trigger rate is compared to a threshold rate to determine that a condition is satisfied. In response to satisfying the condition, a refresh operation is executed on the set of memory pages of the data block.

Methods, systems, and devices for direct testing of in-package memory are described. A memory subsystem package may include non-volatile memory, volatile memory that may be configured as a cache, and a controller. The memory subsystem may support direct access to the non-volatile memory for testing the non-volatile memory in the package using a host interface of the memory subsystem rather than using dedicated contacts on the package. To ensure deterministic behavior during testing operations, the memory subsystem may, when operating with a test mode enabled, forward commands received from a host device (such as automated test equipment) to a memory interface of the non-volatile memory and bypass the cache-related circuitry. The memory subsystem may include a separate conductive path that bypasses the cache for forwarding commands and addresses to the memory interface during testing.

Methods, systems, and devices for direct testing of in-package memory are described. A memory subsystem package may include non-volatile memory, volatile memory that may be configured as a cache, and a controller. The memory subsystem may support direct access to the non-volatile memory for testing the non-volatile memory in the package using a host interface of the memory subsystem rather than using dedicated contacts on the package. To ensure deterministic behavior during testing operations, the memory subsystem may, when operating with a test mode enabled, forward commands received from a host device (such as automated test equipment) to a memory interface of the non-volatile memory and bypass the cache-related circuitry. The memory subsystem may include a separate conductive path that bypasses the cache for forwarding commands and addresses to the memory interface during testing.

A system, method and apparatus of memory failure prediction through image analyses using an artificial neural network. A sequence of images indicative of progress of memory failures in a region of an integrated circuit die can be generated according to a physical layout of memory cells in the region. The artificial neural network can be trained to recognize graphical features in early images in the sequence and to predict, based on the recognized graphical features, memory failures shown in subsequent images in the sequence. A computing apparatus can use the artificial neural network to analyze an input image shown current memory failures in the region and to identify one or more memory cells in the region that are likely to have subsequent memory failures.

Systems, apparatuses, and methods provide for technology performs write current adjustment management in crosspoint persistent memory structures. Such technology determines whether to adjust a base current in response to a sampling of write-and-read operations on a set of addresses in a crosspoint persistent memory; determines whether a test current reduces a number of bit fails in response to a determination of whether to adjust the base current; and adjusts the base current based on the test current in response to a determination that the test current reduces the number of bit fails.

Systems, apparatuses, and methods provide for technology performs write current adjustment management in crosspoint persistent memory structures. Such technology determines whether to adjust a base current in response to a sampling of write-and-read operations on a set of addresses in a crosspoint persistent memory; determines whether a test current reduces a number of bit fails in response to a determination of whether to adjust the base current; and adjusts the base current based on the test current in response to a determination that the test current reduces the number of bit fails.

Phased parameterized combinatoric testing for a data storage system is disclosed. A testing recipe can comprise operations. The operations can be performed according to different input arguments. Combinatoric testing of the data storage system can be based on different combinations of operations and arguments. The disclosed testing can employ a consistent integer index for arguments passed into the sequenced operations of the recipe. The recipe can be employed to generate a phased test tree that can enable testing based on a phase rather than loading an entire test suite into memory. The consistent integer index can be used to identify failed test cases such that the entire test can be reconstituted from stored failed test information. Distribution of test cases to worker process can based on the phased test tree to facilitate interning an operation. Stored failed test information can comprise human-readable failure information.

Phased parameterized combinatoric testing for a data storage system is disclosed. A testing recipe can comprise operations. The operations can be performed according to different input arguments. Combinatoric testing of the data storage system can be based on different combinations of operations and arguments. The disclosed testing can employ a consistent integer index for arguments passed into the sequenced operations of the recipe. The recipe can be employed to generate a phased test tree that can enable testing based on a phase rather than loading an entire test suite into memory. The consistent integer index can be used to identify failed test cases such that the entire test can be reconstituted from stored failed test information. Distribution of test cases to worker process can based on the phased test tree to facilitate interning an operation. Stored failed test information can comprise human-readable failure information.