- 18 11月, 2022 1 次提交
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由 Michael Wyatt 提交于
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- 16 11月, 2022 1 次提交
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由 Michael Wyatt 提交于
* update zero config docs * add autogenerated docs for pydantic models used in ZeRO and Inference configs
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- 12 8月, 2022 1 次提交
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由 Olatunji Ruwase 提交于
Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 01 8月, 2022 1 次提交
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由 Olatunji Ruwase 提交于
* Split parameter offload from z3 * Format fixes * Bug fixes * Cleanup * Remove dead code * Release swap buffers for persisted params * Format fixes * Format fixes * Pass args correctly * Use pinned memory for nvme offload * Merge with masster * Fix missing import * model pesistence params * Fix merge issues * Handle none device * Usse log_dist
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- 27 7月, 2022 1 次提交
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由 Michael Wyatt 提交于
* first pass at pydanticifying Zero Configs * added pydantic to reqs * fixed bug with deprecated values not being type-checked * fixing zero config bugs from unit tests * fixed access of Config values * removing zero constants * formatting/fix broken import * fixed bad merge * fixed issue with missing aliased field * fix for failing tests * fix how deprecated fields are processed * only process dep params when they are set * fix mistyped field name * fixes, docs, removed more constants * fix merge * more fixes after merge w master * added unit tests * formatting * added fix for transformers unit tests * separated offload config from zero config * fixed bad import * formatting and flake fixes * implement suggestion from review Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 21 1月, 2022 1 次提交
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由 Justin Chiu 提交于
* Changes for bfloat16 Zero2 * ZeRO stage3 optimizations, with some bug fixes optimizations for stage3: - prefetching improvements - batching allgather calls to amortize fixed overhead and improve bandwidth utilization - batching reduce_scatter calls to amortize fixed overhead and improve bandwidth utilization - using *_base variants of allgather and reduce scatter to reduce memory allocations and data movement - more fine grained synchronization for communication that allows blocking on less work - precomputation of fetching code - using a fetch queue rather than deciding what to (pre)fetch at each iteration - limiting queued coalesced communication ops to reduce memory pressure on pytorch cuda caching allocator (not elegant solution) optimizations for stage3-offload: - made some host-device tensor copies async to improve performance bug fixes and qol improvements: - fix init context method when parent modules modify child weights - speed up model initialization by moving model to GPU before weight initialization - fixed unit test imports so that unit tests can be run from any directory - change performance logging to include memory consumption - add logging w/ model size when done partitioning model new features - bfloat16 support for ZeRO 3 * fix import in ut * ran yapf * improvements to cache flush warn log * backwards compatibility with older versions of pytorch * handle edge case where reduced tensor smaller than world size * moved event synchronization to allgather handle wait() call * removed unnecessary barrier call * formatting fix after resolving merge conflict * skip nvme prefetch when trace not complete * opportunistically avoid memory allocation in allgather coalesced where possible * fix indentation after merge * fixes to account for parameter offload * accounting for torch.cuda.memory_stats not being available * moved partition_all_params to optimizer step * allgathering on params before item gets called * fix param status checks needed after moving partition_all_parameters call to optimizer step * fix grad accumulation with optimizer offload * grad norm computation fix for optimizer offload * change post divide in reduce-scatter to pre divide * fix gradient race condition w/ optimizer offload * improve inf/nan gradient tracking * don't prefetch when not in training mode * format fix after merging * fix prefetching issue when using NVME offload * improved defragmentation for fp16 parameters * relative imports for bf16 tests * changes for bwd compatibility with pytorch 1.2 * remove buffered_reduce_fallback * removed unused parameter offset bookkeeping * fixed tracking for multiple param groups * unbroke bfloat16 config after merge conflict * using base allgather params when only 1 param * cleanup/fixes for fp16 partition defragmentation * switch to CRLF * convert to same new-line style as master * align new line with master * Fix merge issues * switch to CRLF * fix to LF line endings * minor merge fixes * remove extra bfloat16_enabled definition * asserting params inflight for AllGatherHandle * remove get_cuda_mem_allocated_str * Format fixes * fix bfloat16 zero stage check (broken after merge commit) * +self.communication_data_type, -self.allreduce_always_fp32; delete dead code * Add self.reduce_scatter * Format fix * Fix merge issues * iterate over params_to_fetch rather than make another iterator * add some TODOs * remove unnecessary division by micro_step_id * rename config keys "bfloat16" -> "bf16" * rename stage3_gather_fp16_weights_on_model_save -> stage3_gather_16bit_weights_on_model_save * add unit test to check backwards compatibility for gather_16bit_weights * added test to confirm bf16 key bwd compatibility * Format fixes Co-authored-by: NRana Ali Amjad <raamjad@amazon.com> Co-authored-by: NJustin Chiu <justchiu@amazon.com> Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 01 12月, 2021 1 次提交
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由 Alex Hedges 提交于
Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 29 7月, 2021 2 次提交
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由 Olatunji Ruwase 提交于
* Make round robin gradient partitioning configurable (default False) * Use the correct default * Log config setting
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由 Olatunji Ruwase 提交于
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- 09 6月, 2021 1 次提交
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由 Stas Bekman 提交于
Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 20 5月, 2021 1 次提交
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由 Jeff Rasley 提交于
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- 08 5月, 2021 1 次提交
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由 Olatunji Ruwase 提交于
* Unused parameters assert should be disabled by default * Fix message * Invert assert logic in unit test * Change option for ignoring unused parameters Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 25 4月, 2021 1 次提交
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由 hamlet 提交于
* Add find_unused_parameters option As unused parameters in modules may not be expected sometimes, add an explicit error msg when it occurred and an option to avoid the error: https://github.com/microsoft/DeepSpeed/issues/707 * Add find_unused_parameters option As unused parameters in modules may not be expected sometimes, add an explicit error msg when it occurred and an option to avoid the error: https://github.com/microsoft/DeepSpeed/issues/707 * Fix syntax error * Fix yapf error * Fix yapf error * Fix yapf error * Fix yapf error * Move stage2 find_unused_parameters to config file * Add stage2 find_unused_parameters * Add stage2 find_unused_parameters * Add stage2_find_unused_parameters option * Change error msg to reflect zero_optimization config change * Fix yapf error * Fix yapf errors * Change find_unused_parameters option name * Change find_unused_parameters option name * Change find_unused_parameters option name * Change find_unused_parameters option name * Change find_unused_parameters option name * Add UnusedParametersModel for test option find_unused_parameters * Add unit test for stage2 find_unused_parameters * Add cpu-adam compatible check * Remove dups import * Trim spaces * Fix yapf errors * Trim spaces * Add False Positive test check * Fix find_unused_parameters test * Trim spaces * Fix yapf error
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- 19 4月, 2021 1 次提交
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由 Jeff Rasley 提交于
Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NSamyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: NShaden Smith <Shaden.Smith@microsoft.com>
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- 08 4月, 2021 1 次提交
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由 Stas Bekman 提交于
Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 27 3月, 2021 1 次提交
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由 Stas Bekman 提交于
Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com>
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- 17 3月, 2021 1 次提交
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由 Olatunji Ruwase 提交于
Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 09 3月, 2021 1 次提交
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由 Samyam Rajbhandari 提交于
* Squash stage3 v1 (#146) Co-authored-by: NSamyam <samyamr@microsoft.com> Co-authored-by: NJeff Rasley <jerasley@microsoft.com> Co-authored-by: NSamyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NShaden Smith <Shaden.Smith@microsoft.com> Co-authored-by: NShaden Smith <ShadenTSmith@gmail.com> Co-authored-by: Neltonzheng <eltonz@microsoft.com> * Fix correctness bug (#147) * formatting fix (#150) * stage3 bugfix (API) update and simplified FP16 Z3 tests (#151) * fp16 Z3 API update and bugfix * revert debug change * ZeRO-3 detach and race condition bugfixes (#149) * trying out ZeRO-3 race condition fix * CUDA sync instead of stream * reduction stream sync * remove commented code * Fix optimizer state_dict KeyError (#148) Co-authored-by: NJeff Rasley <jerasley@microsoft.com> * fix for smaller SGS sizes, ensures each grad is backed by unique tensors (#152) * Simplifying the logic for getting averaged gradients (#153) * skip for now * Z3 Docs redux (#154) * removing some TODOs and commented code (#155) * New Z3 defaults (#156) Co-authored-by: NJeff Rasley <jerasley@microsoft.com> * formatting * megatron external params Co-authored-by: NJeff Rasley <jerasley@microsoft.com> Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NShaden Smith <Shaden.Smith@microsoft.com> Co-authored-by: NShaden Smith <ShadenTSmith@gmail.com> Co-authored-by: Neltonzheng <eltonz@microsoft.com>
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- 12 12月, 2020 1 次提交
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由 Stas Bekman 提交于
Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 18 11月, 2020 1 次提交
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由 Olatunji Ruwase 提交于
* Fix layout bug in ZeRO Stage 1 checkpoint logic Add elastic checkpoint option for ZeRO stage 1, default to True * Format fixes
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- 10 9月, 2020 1 次提交
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由 Jeff Rasley 提交于
* ZeRO-Offload (squash) (#381) Co-authored-by: NOlatunji Ruwase <olruwase@microsoft.com> Co-authored-by: NReza Yazdani <reyazda@microsoft.com> Co-authored-by: NJeff Rasley <jerasley@microsoft.com> Co-authored-by: NJie <37380896+jren73@users.noreply.github.com> Co-authored-by: NArash Ashari <arashari@microsoft.com> Co-authored-by: NReza Yazdani <reyazda@microsoft.com> Co-authored-by: NSamyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: NShaden Smith <Shaden.Smith@microsoft.com> Co-authored-by: Narashashari <arashashari@ArashMSLaptop.redmond.corp.microsoft.com> Co-authored-by: NRezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com> Co-authored-by: NReza Yazdani <reyazda@microsoft.com> Co-authored-by: NSamyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: NShaden Smith <Shaden.Smith@microsoft.com>
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- 02 9月, 2020 1 次提交
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由 Jeff Rasley 提交于
* Sparse attn + ops/runtime refactor + v0.3.0 Co-authored-by: NArash Ashari <arashari@microsoft.com> Co-authored-by: NArash Ashari <arashari@microsoft.com>
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- 14 7月, 2020 1 次提交
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由 Olatunji Ruwase 提交于
* Support saving and loading ZeRO checkpoints on different data parallelism degree. * Fix formatting * Support checkpoint with varying GPU count in ZeRO stage 1 * Fix formatting * Formatting fixes * Update model tests * Remove pprint * Minor fix * Fix formatting * Update model tests Co-authored-by: NJeff Rasley <jerasley@microsoft.com>
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- 05 6月, 2020 1 次提交
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由 Chunyang Wen 提交于
* Add log util * replace all occurrences of print and logging * address format * disable propagate to avoid duplicate log
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- 28 5月, 2020 1 次提交
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由 Samyam Rajbhandari 提交于
Contiguous Gradients should be set to false by default. Its not useful unless the model is very large
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- 19 5月, 2020 1 次提交
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由 Jeff Rasley 提交于
Updates for ZeRO stage 2 + ZeRO stage 1 w. RS Co-authored-by: NTunji Ruwase <olruwase@microsoft.com> Co-authored-by: NSamyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: NShaden Smith <ShadenTSmith@gmail.com> Co-authored-by: NElton Zheng <eltonz@microsoft.com> Co-authored-by: NShaden Smith <Shaden.Smith@microsoft.com> Co-authored-by: Nyuxionghe <yuxhe@microsoft.com> Co-authored-by: NArash Ashari <arashari@microsoft.com>
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