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oneCCL discussion
oneCCL reviews and mentions
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Training AI Models on CPU on AWS EC2
Intel® Xeon® processors are designed with Non-Uniform Memory Access (NUMA) in which the CPU memory is divided into groups, a.k.a., NUMA nodes, and each of the CPU cores is assigned to one node. Although any CPU core can access the memory of any NUMA node, the access to its own node (i.e., its local memory) is much faster. This gives rise to the notion of distributing training across NUMA nodes, where the CPU cores assigned to each NUMA node act as a single process in a distributed process group and data distribution across nodes is managed by Intel® oneCCL, Intel's dedicated collective communications library.
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uxlfoundation/oneCCL is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of oneCCL is C++.
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