Parallel map step for DistributedDataAnalyzer map-reduce
#5291
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…peed into distributed_data_analyzer
…peed into distributed_data_analyzer
…peed into distributed_data_analyzer
…peed into distributed_data_analyzer
…peed into distributed_data_analyzer
bm-synth
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DistributedDataAnalyzer map-reduce
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@loadams @conglongli what's holding this PR? |
conglongli
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Apr 18, 2024
rraminen
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May 9, 2024
…#5291) - adds multi CPU-processing to the `DistributedDataAnalyzer` map operation (parallelism set with parameter `num_workers`). Works with a `SharedMemory` / `Manager's` queue per metric, written concurrently by processes. - much faster `write_buffer_to_file` in `DistributedDataAnalyzer` reduce operation by copying to cpu and "detaching" output tensor. --------- Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com> Co-authored-by: Conglong Li <conglong.li@gmail.com>
umchand
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May 20, 2024
…#5291) - adds multi CPU-processing to the `DistributedDataAnalyzer` map operation (parallelism set with parameter `num_workers`). Works with a `SharedMemory` / `Manager's` queue per metric, written concurrently by processes. - much faster `write_buffer_to_file` in `DistributedDataAnalyzer` reduce operation by copying to cpu and "detaching" output tensor. --------- Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com> Co-authored-by: Conglong Li <conglong.li@gmail.com>
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DistributedDataAnalyzermap operation (parallelism set with parameternum_workers). Works with aSharedMemory/Manager'squeue per metric, written concurrently by processes.write_buffer_to_fileinDistributedDataAnalyzerreduce operation by copying to cpu and "detaching" output tensor.