RMM

E890461

RMM is the RAPIDS Memory Manager, a GPU-accelerated memory management library used within NVIDIA RAPIDS to efficiently allocate and manage device memory for data science and analytics workloads.

All labels observed (1)

Label Occurrences
RMM canonical 1

How this entity was disambiguated

Statements (49)

Predicate Object
instanceOf GPU memory management library ⓘ
RAPIDS component ⓘ
open-source software library ⓘ
aimsTo improve GPU memory utilization ⓘ
minimize GPU memory fragmentation ⓘ
provide consistent memory behavior across RAPIDS libraries ⓘ
reduce GPU memory allocation overhead ⓘ
designedFor ETL workloads ⓘ
GPU-accelerated data science workloads ⓘ
analytics workloads ⓘ
machine learning workloads ⓘ
developedBy NVIDIA ⓘ
linked to: NVIDIA Corporation
feature arena allocator ⓘ
asynchronous memory allocation support ⓘ
configurable memory resource hierarchy ⓘ
device memory resource interface ⓘ
host memory resource interface ⓘ
managed memory resource interface ⓘ
out-of-memory error handling ⓘ
pool allocator ⓘ
statistics collection for allocations ⓘ
stream-ordered memory allocation ⓘ
fullName RAPIDS Memory Manager ⓘ
integratesWith CUDA ⓘ
linked to: NVIDIA CUDA

RAPIDS cuDF ⓘ
linked to: cuDF

RAPIDS cuGraph ⓘ
linked to: cuGraph

RAPIDS cuML ⓘ
linked to: cuML
license Apache License 2.0 ⓘ
maintainedBy RAPIDS AI team ⓘ
linked to: NVIDIA RAPIDS
partOf RAPIDS ⓘ
linked to: NVIDIA RAPIDS

RAPIDS AI ecosystem ⓘ
linked to: NVIDIA RAPIDS
programmingLanguage C++ ⓘ
CUDA C++ ⓘ
linked to: CUDA C

Python (bindings) ⓘ
provides GPU device memory allocation ⓘ
GPU device memory deallocation ⓘ
logging of memory allocations ⓘ
memory pooling ⓘ
memory resource abstractions ⓘ
memory tracking ⓘ
repository https://github.com/rapidsai/rmm ⓘ
supportsLanguageBinding C++ ⓘ
Python ⓘ
targetHardware NVIDIA GPU ⓘ
linked to: NVIDIA GPU hardware
targetPlatform GPU ⓘ
usedBy cuDF ⓘ
cuGraph ⓘ
cuML ⓘ
other RAPIDS libraries ⓘ

How these facts were elicited

Referenced by (1)

Full triples — surface form annotated when it differs from this entity's canonical label.