GitLab

* add benchmark

* merge common func

* add total and avg tflops
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>

* [autoparallel] gpt2 autoparallel examples

* polish code

* polish code

* move to cpu to avoid dead lock

* get output by offsets
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>

* [autoparallel] patch torch.flatten

* [doc] updated the stable diffussion on docker usage

* polish doc

* [builder] builder for scaled_upper_triang_masked_softmax

* add missing files

* fix a bug

* polish code

* [example] diffusion install from docker

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>

* [builder] polish builder

* remove print

* [autoparallel] record parameter attribute in collotracer

* [autoparallel] fix construct_meta_info bug

* [fx] metainfo class for auto parallel

* [fx] add unit test for linear metainfo

* [fx] fix bwd param for linear

* [fx] modify unit test

* [fx] modify unit test

* [fx] modify import

* [fx] modify import

* [fx] modify import

* [fx] move meta profiler to auto parallel

* [fx] add conv metainfo class

* [fx] restore profiler

* [fx] restore meta profiler

* [autoparallel] modify unit test

* [fx] modify unit test

* [autoparallel] add batchnorm metainfo class

* [autoparallel] fix batchnorm unit test function declaration

* [fx] restore profiler

* [fx] add relu metainfo class

* [fx] restore profiler

* [autoparallel] modify metainfo input

* [autoparallel] add pooling metainfo

* [autoparallel] add F.linear metainfo generator

* [autoparallel] add binary elementwise metainfo

* [fx] recover profiler

* [autoparallel] fix forward memory calculation

* [autoparallel] modify constants.py

* [autoparallel] remove redundant print

* [autoparallel] add F.conv metainfo

* [autoparallel] linear fix

* [autoparallel] memory estimation for communication actions

* [autoparallel] fix docstring

* [autoparallel] fix variables name

* [autoparallel] attach tensor to metainfo class

* [autoparallel] fix dangerous try except

* [autoparallel] attach memory cost to shape consistency node

* [autoparallel] attach shape consistency node's metainfo to the node

* [autoparallel] remove todo in shape consistency memory estimation

* [autoparallel] fix the annotation

* [autoparallel] new metainfoprop to combine SPMD solver and checkpoint solver

* [autoparallel] new metainfoprop to combine SPMD solver and checkpoint solver

* [autoparallel] modify placeholder handler

* [autoparallel] modify metainfoprop

* [autoparallel] fix function typo

* [autoparallel] fix placeholder handler