Abstract: Systems, apparatuses and methods may provide for a chip that includes a memory array having a plurality of rows corresponding to neurons in a spiking neural network (SNN) and a row decoder coupled to the memory array, wherein the row decoder activates a row in the memory array in response to a pre-synaptic spike in a neuron associated with the row. Additionally, the chip may include a sense amplifier coupled to the memory array, wherein the sense amplifier determines post-synaptic information corresponding to the activated row. In one example, the chip includes a processor to determine a state of a plurality of neurons in the SNN based at least in part on the post-synaptic information and conduct a memory array update, via the sense amplifier, of one or more synaptic weights in the memory array based on the state of the plurality of neurons.

Abstract: In one embodiment, a processor comprises a first prefetcher to generate prefetch requests to prefetch data into a mid-level cache; a second prefetcher to generate prefetch requests to prefetch data into the mid-level cache; and a prefetcher selector to select a prefetcher configuration for the first prefetcher and the second prefetcher based on at least one memory access metric, wherein the prefetcher configuration is to specify whether the first prefetcher is to be enabled to issue, to the mid-level cache, prefetch requests for data of a particular page and whether the second prefetcher is to be enabled to issue, to the mid-level cache, prefetch requests for data of the particular page.

Abstract: A processor may include a programmable memory prefetcher that includes a programmable hardware prefetch engine and a prefetch engine control register.

Abstract: In an embodiment, a processor comprises a prefetch history array and a prefetch circuit. The prefetch history array comprises a plurality of entries corresponding to prefetch addresses, each entry of the plurality of entries comprising a sublength value associated with a frequency that a stride is repeated. The prefetch circuit is to: for each entry of the plurality of entries, adjust the sublength value based on stride matches for an address of the entry; adjust a short stream counter based on the sublength values of the plurality of entries in the prefetch history array; determine whether the short stream counter has exceeded a throttling threshold; and in response to a determination that the short stream counter has exceeded the throttling threshold, throttle a prefetch level of the prefetch circuit. Other embodiments are described and claimed.

Abstract: An apparatus is described. The apparatus includes a last level cache and a memory controller to interface to a multi-level system memory. The multi-level system memory has a caching level. The apparatus includes a first prediction unit to predict unneeded blocks in the last level cache. The apparatus includes a second prediction unit to predict unneeded blocks in the caching level of the multi-level system memory.

Abstract: In one embodiment, a processor comprises a first prefetcher to generate prefetch requests to prefetch data into a mid-level cache; a second prefetcher to generate prefetch requests to prefetch data into the mid-level cache; and a prefetcher selector to select a prefetcher configuration for the first prefetcher and the second prefetcher based on at least one memory access metric, wherein the prefetcher configuration is to specify whether the first prefetcher is to be enabled to issue, to the mid-level cache, prefetch requests for data of a particular page and whether the second prefetcher is to be enabled to issue, to the mid-level cache, prefetch requests for data of the particular page.

Abstract: Systems, apparatuses and methods may provide for a chip that includes a memory array having a plurality of rows corresponding to neurons in a spiking neural network (SNN) and a row decoder coupled to the memory array, wherein the row decoder activates a row in the memory array in response to a pre-synaptic spike in a neuron associated with the row. Additionally, the chip may include a sense amplifier coupled to the memory array, wherein the sense amplifier determines post-synaptic information corresponding to the activated row. In one example, the chip includes a processor to determine a state of a plurality of neurons in the SNN based at least in part on the post-synaptic information and conduct a memory array update, via the sense amplifier, of one or more synaptic weights in the memory array based on the state of the plurality of neurons.

Abstract: A method is described that includes creating a first data pattern access record for a region of system memory in response to a cache miss at a host side cache for a first memory access request. The first memory access request specifies an address within the region of system memory. The method includes fetching a previously existing data access pattern record for the region from the system memory in response to the cache miss. The previously existing data access pattern record identifies blocks of data within the region that have been previously accessed. The method includes pre-fetching the blocks from the system memory and storing the blocks in the cache.

Abstract: In an embodiment, a processor comprises a prefetch history array and a prefetch circuit. The prefetch history array comprises a plurality of entries corresponding to prefetch addresses, each entry of the plurality of entries comprising a sublength value associated with a frequency that a stride is repeated. The prefetch circuit is to: for each entry of the plurality of entries, adjust the sublength value based on stride matches for an address of the entry; adjust a short stream counter based on the sublength values of the plurality of entries in the prefetch history array; determine whether the short stream counter has exceeded a throttling threshold; and in response to a determination that the short stream counter has exceeded the throttling threshold, throttle a prefetch level of the prefetch circuit. Other embodiments are described and claimed.

Abstract: A processor includes a set associative cache and a cache controller. The cache controller makes an initial association between first and second groups of sampled sets in the cache and first and second cache replacement policies. Follower sets in the cache are initially associated with the more conservative of the two policies. Following cache line insertions in a first epoch, the associations between the groups of sampled sets and cache replacement policies are swapped for the next epoch. If the less conservative policy outperforms the more conservative policy during two consecutive epochs, the follower sets are associated with the less conservative policy for the next epoch. Subsequently, if the more conservative policy outperforms the less conservative policy during any epoch, the follower sets are again associated with the more conservative policy. Performance may be measured based the number of cache misses associated with each policy.

Abstract: A processor may include a programmable hardware prefetch engine and a prefetch engine control register. The processor may include circuitry to receive, during execution of an application, a first instruction for configuring the prefetch engine for prefetching multiple cache lines to be accessed in the future, at predictable locations, by the application; to store, in the prefetch engine control register, dependent on information in the first instruction, data representing an amount of prefetching to be performed and data representing a stride distance between consecutive cache lines to be prefetched; to receive a second instruction for prefetching a single cache line whose location is identified in the second instruction; and to initiate, in response to receiving the second instruction, prefetching of multiple cache lines by the prefetch engine, to be performed in parallel with execution of the application and in accordance with the data stored in the prefetch engine control register.

Abstract: A processor includes a set associative cache and a cache controller. The cache controller makes an initial association between first and second groups of sampled sets in the cache and first and second cache replacement policies. Follower sets in the cache are initially associated with the more conservative of the two policies. Following cache line insertions in a first epoch, the associations between the groups of sampled sets and cache replacement policies are swapped for the next epoch. If the less conservative policy outperforms the more conservative policy during two consecutive epochs, the follower sets are associated with the less conservative policy for the next epoch. Subsequently, if the more conservative policy outperforms the less conservative policy during any epoch, the follower sets are again associated with the more conservative policy. Performance may be measured based the number of cache misses associated with each policy.

Abstract: An apparatus is described. The apparatus includes a last level cache and a memory controller to interface to a multi-level system memory. The multi-level system memory has a caching level. The apparatus includes a first prediction unit to predict unneeded blocks in the last level cache. The apparatus includes a second prediction unit to predict unneeded blocks in the caching level of the multi-level system memory.

Abstract: A method is described that includes creating a first data pattern access record for a region of system memory in response to a cache miss at a host side cache for a first memory access request. The first memory access request specifies an address within the region of system memory. The method includes fetching a previously existing data access pattern record for the region from the system memory in response to the cache miss. The previously existing data access pattern record identifies blocks of data within the region that have been previously accessed. The method includes pre-fetching the blocks from the system memory and storing the blocks in the cache.

Abstract: In an embodiment, a processor includes at least one core having one or more execution units, a first cache memory and a first cache control logic. The first cache control logic may be configured to generate a first prefetch request to prefetch first data, where this request is to be aborted if the first data is not present in a second cache memory coupled to the first cache memory. Other embodiments are described and claimed.

Abstract: In an embodiment, a processor includes at least one core having one or more execution units, a first cache memory and a first cache control logic. The first cache control logic may be configured to generate a first prefetch request to prefetch first data, where this request is to be aborted if the first data is not present in a second cache memory coupled to the first cache memory. Other embodiments are described and claimed.