aa0f6686f9
[autoparallel] accelerate gpt2 training ( #2495 )
2 years ago
67e1912b59
[autoparallel] support origin activation ckpt on autoprallel system ( #2468 )
2 years ago
8221fd7485
[autoparallel] update binary elementwise handler ( #2451 )
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* [autoparallel] update binary elementwise handler
* polish
2 years ago
2731531bc2
[autoparallel] integrate device mesh initialization into autoparallelize ( #2393 )
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* [autoparallel] integrate device mesh initialization into autoparallelize
* add megatron solution
* update gpt autoparallel examples with latest api
* adapt beta value to fit the current computation cost
2 years ago
41429b9b28
[autoparallel] add shard option ( #2423 )
2 years ago
a881d6d000
Revert "[NFC] polish code format" ( #2372 )
2 years ago
0dcc410f57
[NFC] polish code format
2 years ago
d634eae05b
Revert "[NFC] polish code format ( #2367 )" ( #2371 )
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This reverts commit 1f8ab6f1f5
2 years ago
d42aecdda1
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style ( #2368 )
2 years ago
1f8ab6f1f5
[NFC] polish code format ( #2367 )
2 years ago
ac0d30fe2e
[NFC] polish batch_norm_handler.py code style ( #2359 )
2 years ago
7080a8edb0
[workflow]New version: Create workflow files for examples' auto check ( #2298 )
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* [workflows]bug_repair
* [workflow]new_pr_fixing_bugs
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2 years ago
e11a005c02
[NFC] polish colossalai/auto_parallel/tensor_shard/utils/factory.py code style ( #2349 )
2 years ago
28e2d16794
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/graph_analysis.py code style ( #2340 )
2 years ago
9c9246c0d9
[device] alpha beta profiler ( #2311 )
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* [device] alpha beta profiler
* add usage
* fix variable name
2 years ago
bd12a49e2a
[NFC] polish <colossalai/auto_parallel/tensor_shard/deprecated/constants.py> code style ( #2339 )
2 years ago
35427bcab4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/unary_elementwise_handler.py code style ( #2326 )
2 years ago
87d2defda6
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/layer_norm_handler.py code style ( #2305 )
2 years ago
d1e5bafcd4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/__init__.py code style ( #2291 )
2 years ago
950685873f
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/reshape_handler.py code style ( #2292 )
2 years ago
1c29b173c9
[NFC] polish colossalai/auto_parallel/tensor_shard/node_handler/getitem_handler.py code style ( #2289 )
2 years ago
d45695d94e
Merge pull request #2258 from hpcaitech/debug/ckpt-autoparallel
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[autockpt] provide option for activation checkpoint search in SPMD solver
2 years ago
b904748210
[autoparallel] bypass MetaInfo when unavailable and modify BCAST_FUNC_OP metainfo ( #2293 )
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* [autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline
* [autoparallel] using fwd_time and bwd_time instead of fwd_flop and bwd_flop
* [autoparallel] specifycomm nodes' memory cost in construct chain
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] bypass metainfo when available and modify BCAST_FUNC_OP
2 years ago
8ea50d999e
[hotfix] pass a parameter. ( #2288 )
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* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
* [autockpt] considering parameter and optimizer weights.
* [hotfix] pass a parameter.
2 years ago
8e8900ff3f
[autockpt] considering parameter and optimizer weights. ( #2279 )
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* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
* [autockpt] considering parameter and optimizer weights.
2 years ago
fb87322773
[autoparallel] fix spelling error ( #2270 )
2 years ago
b0d21d0c4f
[autockpt] linearize / merge shape-consistency nodes. ( #2271 )
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* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
2 years ago
4b29112ab2
[autoparallel] gpt2 autoparallel examples ( #2267 )
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* [autoparallel] gpt2 autoparallel examples
* polish code
* polish code
2 years ago
5c2ef9fc76
[autoparallel] modify comm nodes' memory cost in construct chain ( #2263 )
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* [autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline
* [autoparallel] using fwd_time and bwd_time instead of fwd_flop and bwd_flop
* [autoparallel] specifycomm nodes' memory cost in construct chain
2 years ago
1ea99b869e
[autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline ( #2261 )
2 years ago
3ccf58aa76
[autockpt] make it work. ( #2257 )
2 years ago
ac3739930d
[autoparallel] modify construct chain in rotor solver ( #2254 )
2 years ago
ab38aebace
[autoparallel] Hook all meta information on ResNet nodes for auto activation checkpoint ( #2248 )
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* [autoparallel] hook node meta on graph nodes for checkpoint solver
* [autoparallel] polish code
* [autoparallel] restore some node handlers
* colossalai/auto_parallel/passes/meta_info_prop.py
* [autoparallel] remove some unused import
* [autoparallel] hook bwd_mem_out
2 years ago
c8c79102f0
[autoparallel] patch torch.flatten metainfo for autoparallel ( #2247 )
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* [autoparallel] patch torch.flatten
2 years ago
8897b8f753
[autoparallel] autoparallel initialize ( #2238 )
2 years ago
b7d0990c61
[autoparallel] fix construct meta info. ( #2245 )
2 years ago
3b1b91eaf4
[autoparallel] record parameter attribute in colotracer ( #2217 )
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* [autoparallel] record parameter attribute in collotracer
* [autoparallel] fix construct_meta_info bug
2 years ago
24246f7aa5
[autoparallel] Attach input, buffer and output tensor to MetaInfo class ( #2162 )
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* [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
2 years ago
d0bc5a1b34
[autoparallel] new metainfoprop based on metainfo class ( #2179 )
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* [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
2 years ago
78509124d3
[autoparallel] update getitem handler ( #2207 )
2 years ago
4851f2d607
[autoparallel] update_getattr_handler ( #2193 )
2 years ago
550f8f8905
[autoparallel] integrate_gpt_related_tests ( #2134 )
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* [autoparallel] integrate_gpt_related_tests
* polish code
* polish code
* add GPT2Model into runtime test
2 years ago
cfe2a9bd90
[autoparallel] memory estimation for shape consistency ( #2144 )
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* [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
2 years ago
1cce6e36ca
[autoparallel] use metainfo in handler ( #2149 )
2 years ago
a3c6924deb
[autoparallel] process size nodes in runtime pass ( #2130 )
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* [autoparallel] process size nodes in runtime pass
* polish code
2 years ago
536560ccc0
[autoparallel] implement softmax handler ( #2132 )
2 years ago
cd0af9f7f6
[autoparallel] gpt2lp runtimee test ( #2113 )
2 years ago
d3d4630495
[autoparallel] add sum handler ( #2101 )
2 years ago
3af7e65dea
[autoparallel] complete gpt related module search ( #2097 )
2 years ago
7f72eb0510
[autoparallel]add embedding handler ( #2089 )
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* [autoparallel] add embedding handler
* fix bugs
2 years ago
0e9db368ef
[autoparallel] add tensor constructor handler ( #2082 )
2 years ago
cdf537a648
[autoparallel] add non_split linear strategy ( #2078 )
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* [autoparallel] add non_split linear stategy
* polish
2 years ago
cf0268da93
[autoparallel] Add F.conv metainfo ( #2069 )
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* [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
2 years ago
f123476666
[autoparallel] complete gpt block searching ( #2065 )
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* [autoparallel] complete gpt block searching
* fix test
2 years ago
616da17fab
[autoparallel] add binary elementwise metainfo for auto parallel ( #2058 )
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* [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
2 years ago
4b40fbd743
[autoparallel] fix forward memory calculation ( #2062 )
2 years ago
e4293e5077
[hotfix] update test for latest version ( #2060 )
2 years ago
1c1fe44305
[autoparallel] adapt solver with self attention ( #2037 )
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* [autoparallel] adapt solver with self attention
* polish code
2 years ago
0dbcd4a6f5
[autoparallel] add split handler ( #2032 )
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* [autoparallel] add split handler
* add numerical test and runtime passes
2 years ago
81330b0352
[autoparallel] add experimental permute handler ( #2029 )
2 years ago
ea0f6b8df9
[autoparallel] add runtime pass and numerical test for view handler ( #2018 )
2 years ago
1438993113
[autoparallel] add experimental view handler ( #2011 )
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* [autoparallel] add experimental view handler
* polish
* polish
* polish code
* rename variables
2 years ago
6cd784ffee
[autoparallel] Add metainfo support for F.linear ( #1987 )
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* [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
2 years ago
155891113e
[autoparallel] use pytree map style to process data ( #1989 )
2 years ago
35e6b9ec82
[autoparallel] adapt handlers with attention block ( #1990 )
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* [autoparallel] adapt handlers with attention block
* polish
2 years ago
05020e50d0
[autoparallel] support more flexible data type ( #1967 )
2 years ago
c26f21d365
[autoparallel] add pooling metainfo ( #1968 )
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* [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
2 years ago
0da1d00399
[autoparallel] support distributed dataloader option ( #1906 )
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* [autoparallel] support distributed dataloader option
* update output handler to support ddp dataloader
* poish code
2 years ago
7c7921f71b
[autoparallel] add torch.nn.ReLU metainfo ( #1868 )
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* [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
2 years ago
fea3cb661c
[autoparallel] support addmm in tracer and solver ( #1961 )
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* [fx] patch addmm
* [autoparallel] support addmm in tracer and solver
2 years ago
36c0f3ea5b
[autoparallel] remove redundancy comm node ( #1893 )
2 years ago
cc55ff0aa4
[autoparallel] user-friendly API for CheckpointSolver. ( #1879 )
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Merge for SC tutorial
2 years ago
1b494ad73c
[autoparallel] fix linear logical convert issue ( #1857 )
2 years ago
72c9448920
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/operator_handler.py code style ( #1845 )
2 years ago
95ac4f88ea
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/conv_handler.py code style ( #1829 )
...
Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
2 years ago
3c3714fc2a
[NFC] polish strategies_constructor.py code style ( #1806 )
2 years ago
49216d7ab1
[autoparallel] fix bugs caused by negative dim key ( #1808 )
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* [autoparallel] fix bugs caused by negative dim key
* fix import error
* fix matmul test issue
* fix unit test issue
2 years ago
f6032ddb17
[autoparallel] fix bias addition module ( #1800 )
2 years ago
629172b319
[autoparallel] add batch norm metainfo ( #1815 )
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* [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
2 years ago
327d07c44a
[autoparallel] add conv metainfo class for auto parallel ( #1796 )
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* [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
2 years ago
e34e850a4c
[autoparallel]add essential CommActions for broadcast oprands ( #1793 )
2 years ago
05ce3d369f
[fx] Add linear metainfo class for auto parallel ( #1783 )
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* [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
2 years ago
e8a9bebc87
[autoparallel] refactor and add rotorc. ( #1789 )
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* [autoparallel] refactor and add rotorc.
* [autoparallel] refactor and add rotorc.
2 years ago
2c4c7b3618
[autoparallel] add getattr handler ( #1767 )
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* [autoparallel] add getattr haandler
* polish code
* add extra processes for Parameters
* add unit test for param resharding cost
* add docstring and polish test
2 years ago
f3f19a5c47
[autoparallel] added matmul handler ( #1763 )
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* [autoparallel] added matmul handler
* polish code
2 years ago
27de252334
[autoparallel] fix conv handler numerical test ( #1771 )
2 years ago
1e88811c7a
[autoparallel] move ckpt solvers to autoparallel folder / refactor code ( #1764 )
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* [autoparallel] first move.
* [autoparallel] add solver rotor.
* [autoparallel] add ckpt solvers.
* [autoparallel] modify codegen.
* [fx] fix annotation in test.
* [fx] remove check.
* [autoparallel] polish docstring.
* [fx] refactor MetaTensor.
2 years ago
b0f7c8bde8
[autoparallel] update CommSpec to CommActions ( #1768 )
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* [autoparallel] update CommSpec to CommActions
* polish code
2 years ago
b4cc59b61e
[autoparallel] add numerical test for node strategies ( #1760 )
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* [autoparallel] add numerical test for node strategies
* polish code
* polish code
2 years ago
314d8c497f
[autoparallel] refactor the runtime apply pass and add docstring to passes ( #1757 )
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* [autoparallel] refactor the runtime apply pass and add doc string to passes
* fix unit test
* polish
2 years ago
f9a613d660
[autoparallel] added binary elementwise node handler ( #1758 )
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* [autoparallel] added binary elementwise node handler
* polish code
2 years ago
262652c8bc
[autoparallel] added addbmm handler ( #1751 )
2 years ago
cdb7d5e7d2
[hotfix] autoparallel unit test ( #1752 )
2 years ago
a4ce180e85
[autoparallel] add sequential order to communication actions ( #1735 )
2 years ago
474111ecb5
[autoparallel] fixed wrong sharding strategy in conv handler ( #1747 )
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* [autoparallel] fixed wrong sharding strategy in conv handler
* polish code
2 years ago
8b8937d901
[autoparallel] fixed wrong generated strategy for dot op ( #1746 )
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* [autoparallel] fixed wrong generated strategy for dot op
* polish code
2 years ago
993b8875b6
[autoparallel] handled illegal sharding strategy in shape consistency ( #1744 )
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* [autoparallel] handled illegal sharding strategy in shape consistency
* polish code
2 years ago
88a79814fb
[autoparallel] handled illegal strategy in node handler ( #1743 )
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* [autoparallel] handled illegal strategy in node handler
* polish code
2 years ago
eee84908d4
[autoparallel] handled illegal sharding strategy ( #1728 )
...
* [autoparallel] handled illegal sharding strategy
* polish code
2 years ago
d373e67b99
[hotfix] resharding cost issue ( #1742 )
2 years ago
YuliangLiu0306