【FlexCheckpoint】Upgrade some macros and optimize load_state_dict communication #75282
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Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## develop #75282 +/- ##
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fix fix support 0-d tensor fix balance save and fix
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xingmingyyj
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…unication (PaddlePaddle#75282) * upgrad macros and load_state_dict comm task fix fix support 0-d tensor fix balance save and fix * fix test
swgu98
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…#75996) * [Flex CP]Fix merge_sharded_state_dict with aoa and offload (#75062) * fix merge_state_dict with aoa and offload * add tests * refine * fix * fix * add log * fix * fix * 【FlexCheckpoint】Upgrade some macros and optimize load_state_dict communication (#75282) * upgrad macros and load_state_dict comm task fix fix support 0-d tensor fix balance save and fix * fix test * Add the test about the sharded_state_dict of optimizer (#75067) * fix the share_weight_bug * add note * add the unit test * set the timeout * add more test * Trigger CI rebuild * fix the CmakeLists * handle_missing_edge_cases_in_fc (#75413) * up_grade fc (#75613) fix and add test fix fix fix fix cmakelists add notion --------- Co-authored-by: Chen Zhiyang <[email protected]> Co-authored-by: Tianyu Zheng <[email protected]>
xingmingyyj
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…unication (PaddlePaddle#75282) * upgrad macros and load_state_dict comm task fix fix support 0-d tensor fix balance save and fix * fix test
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….2 (#76249) * 【FlexCP】merge_sharded_state_dict support distribute merge (#75005) * fix data is nullptr * add dist merge * change test * change test * 【FlexCP】add Skip param param for merge_shard_state_dict (#75061) * fix data is nullptr * add dist merge * change test * change test * add skip optimizer param * [Flex CP]Fix merge_sharded_state_dict with aoa and offload (#75062) * fix merge_state_dict with aoa and offload * add tests * refine * fix * fix * add log * fix * fix * 【FlexCheckpoint】Upgrade some macros and optimize load_state_dict communication (#75282) * upgrad macros and load_state_dict comm task fix fix support 0-d tensor fix balance save and fix * fix test * Add the test about the sharded_state_dict of optimizer (#75067) * fix the share_weight_bug * add note * add the unit test * set the timeout * add more test * Trigger CI rebuild * fix the CmakeLists * handle_missing_edge_cases_in_fc (#75413) * up_grade fc (#75613) fix and add test fix fix fix fix cmakelists add notion * 【FlexCheckpoint】fix_the_layer_id_macro (#75556) * fix_the_layer_id_macro * fix the ctest * add expert_id_macro * fix the assert bug * fix the code style * Pr support load hf checkpoint (#75928) * support hf checkpoint fix support cast add id macro fix * add test and fix some bug * fix full param bug * add full param cast test --------- Co-authored-by: xingmingyyj <[email protected]> * 【Flexcheckpoint】add_get_var_mapping_chain_macro (#76013) * add_get_var_mapping_chain_macro * add note * fix the bug input_vars and resolve_mapping_chain * fix the code style * fit the dtype assert bug * fix the bug * fix the merge_sharded_state_dict bug * fix aoa transpose corner case (#76234) --------- Co-authored-by: xiaoguoguo626807 <[email protected]> Co-authored-by: Chen Zhiyang <[email protected]> Co-authored-by: Tianyu Zheng <[email protected]>
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Description
Upgrade some macros and optimize load_state_dict communication
将tensor_name相同的read_items合并成一个task，当tensor不在Gpu上时，只用一次搬运。
如果read_item1和read_item2中的字段仅有destination_rank不一致，则将read_item1和read_item2合并，只发起一起
broadcast即可。合并后可以显著减少多路sharding、训推转换等场景的通信任务量。
pcard-73263