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… VC & cuda build tool (#1151) * Add Windows support in README, use c++17 on Windows to support latest vc build tool * Add detailed cpp build tools version in README Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Avoid partitioning small activations
* Add `import os` to inference tutorials * assign deepspeed-initialized model to hf model
* largest_partitioned_params calculation fix largest partitioned params was getting calculated incorrectly * Update stage3.py * Update stage3.py * formatting fix * changing sub-group size default to 1e9 Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
* Fix docstring * Make screenshots clickable for easier viewing * Navigation menu in alphabetical order; More clicable screenshots * Rename 1Cycle doc * Tweak naming * Remove no longer used flag * ZeRO3 Offload release * Single GPU results * Rearrange figures * Single GPU text * tweak intro * zero3-offload section * Add asynchronous i/o docs * Fix print_per_steps doc
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
* Fix bugs about non-contiguous tensor broadcasting * Fix typo Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Reza Yazdani <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
* undo noise * another
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
* removes repeated overflow log * pipe_replicated * _pipe_replicated -> ds_pipe_replicated * Adds send/recv fallback to bcast when torch version <= 1.8
…er (#1263) Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
* Use mpu in DeepSpeedConfig() call * Improve argument naming
* FP16 fused and unfused grad norm query. * API for obtaining global unclipped gradient norm across parameter groups * Use global norm not group norms Co-authored-by: Shaden Smith <shaden.smith@microsoft.com>
* restore fp16 params if no zero ckpts available * formatting
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
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Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Shaden Smith <shaden.smith@microsoft.com> Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: Reza Yazdani <44502768+RezaYazdaniAminabadi@users.noreply.github.com> Co-authored-by: eltonzheng <eltonz@microsoft.com> Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
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squash all big science changes into single commit for easier re-basing