* hybrid support zbv
* fix
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* Update zero_bubble_pp.py
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* [zerobubble]Support ZeroBubble Pipeline (#6034)
* [feat] add zerobubble pp (just a frame now); add POC test for dx_dw; add test for zerobubble;
* [feat] add dw test;
* [fix] fix weight not close;
* [update] update text;
* [feat] add test run_fwd_bwd automatic scheduling;
* [feat] split communication and calculation; fix pop empty send_bwd_buffer error;
* [feat] add test for p & p grad;
* [feat] add comments for ZBV func;
* [fix] rm useless assign and comments;
* [fix] fix ci test; add pytest;
* [feat] add run_fwd_bwd_with_microbatch (replace input) & test; add p&p.grad assert close test & all pass;
* [feat] add apply v_schedule graph; p & p.grad assert err exist;
* [fix] update
* [feat] fix ci; add assert;
* [feat] fix poc format
* [feat] fix func name & ci; add comments;
* [fix] fix poc test; add comments in poc;
* [feat] add optim backward_b_by_grad
* [feat] fix optimizer bwd b & w; support return accum loss & output
* [feat] add fwd_bwd_step, run_fwd_only;
* [fix] fix optim bwd; add license for v_schedule; remove redundant attributes; fix schedule loop "while"--> "for"; add communication dict;
* [fix] fix communication_map;
* [feat] update test; rm comments;
* [fix] rm zbv in hybridplugin
* [fix] fix optim bwd;
* [fix] fix optim bwd;
* [fix] rm output.data after send fwd;
* [fix] fix bwd step if condition; remove useless comments and format info;
* [fix] fix detach output & release output;
* [fix] rm requir_grad for output;
* [fix] fix requir grad position and detach position and input&output local buffer append position;
* [feat] add memory assertation;
* [fix] fix mem check;
* [fix] mem assertation'
* [fix] fix mem assertation
* [fix] fix mem; use a new model shape; only assert mem less and equal than theo;
* [fix] fix model zoo import;
* [fix] fix redundant detach & clone; add buffer assertation in the end;
* [fix] add output_obj_grad assert None at bwd b step; replace input_obj.require_grad_ with treemap;
* [fix] update optim state dict assert (include param group & state); fix mem assert after add optim;
* [fix] add testcase with microbatch 4;
* hybrid support zbv
* fix
fix
* fix
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* Update zero_bubble_pp.py
* fix
* fix-ci
* fix
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---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: duanjunwen <935724073@qq.com>
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