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* Validate env; remove write size from logs * Performance scripts for auto-tunining/auto-generating aio params of deepspeed config. * Formatting fixes * Address feedback
…deepspeedai#1066) * rename train_step_batch_size to train_micro_batch_size_per_gpu * clarify batch_size related doc
* use the original function's name as the key to old_functions dict * update profile output format * print at global rank 0 * add flops calculation in bwd pass using time from ds timers * improve aggregated profiling out to show all depth * print samples/second * update readme and examples * update docs * fix typo and reorder printing * fix format
* 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
* [configure_distributed_model] improve assert This PR changes the 2 asserts to actually print the names of the params that are wrong. e.g.: ``` fp16 is enabled but the following parameters have dtype that is not fp16: wav2vec2.masked_spec_embed ``` * style Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
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May 28, 2021
* Update skipIfRocm to add customizable reason string; update skipped unit tests * Don't skip test_stage_to_global for now
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