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Parallel map step for DistributedDataAnalyzer
map-reduce
#5291
Merged
conglongli
merged 60 commits into
microsoft:master
from
bm-synth:parallel_run_in_distributed_data_analyzer
Apr 18, 2024
Merged
Parallel map step for DistributedDataAnalyzer
map-reduce
#5291
conglongli
merged 60 commits into
microsoft:master
from
bm-synth:parallel_run_in_distributed_data_analyzer
Apr 18, 2024
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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
changed the title
Parallel run in distributed data analyzer
Parallel map step for Mar 17, 2024
DistributedDataAnalyzer
map-reduce
Closed
@loadams @conglongli what's holding this PR? |
conglongli
approved these changes
Apr 18, 2024
rraminen
pushed a commit
to ROCm/DeepSpeed
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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 <[email protected]> Co-authored-by: Conglong Li <[email protected]>
umchand
pushed a commit
to umchand/DeepSpeed
that referenced
this pull request
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 <[email protected]> Co-authored-by: Conglong Li <[email protected]>
dbyoung18
pushed a commit
to dbyoung18/DeepSpeed
that referenced
this pull request
Jun 11, 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 <[email protected]> Co-authored-by: Conglong Li <[email protected]>
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DistributedDataAnalyzer
map operation (parallelism set with parameternum_workers
). Works with aSharedMemory
/Manager's
queue per metric, written concurrently by processes.write_buffer_to_file
inDistributedDataAnalyzer
reduce operation by copying to cpu and "detaching" output tensor.