YuliangLiu0306
8221fd7485
[autoparallel] update binary elementwise handler ( #2451 )
...
* [autoparallel] update binary elementwise handler
* polish
2 years ago
HELSON
2bfeb24308
[zero] add warning for ignored parameters ( #2446 )
2 years ago
Frank Lee
39163417a1
[example] updated the hybrid parallel tutorial ( #2444 )
...
* [example] updated the hybrid parallel tutorial
* polish code
2 years ago
HELSON
5521af7877
[zero] fix state_dict and load_state_dict for ddp ignored parameters ( #2443 )
...
* [ddp] add is_ddp_ignored
[ddp] rename to is_ddp_ignored
* [zero] fix state_dict and load_state_dict
* fix bugs
* [zero] update unit test for ZeroDDP
2 years ago
YuliangLiu0306
2731531bc2
[autoparallel] integrate device mesh initialization into autoparallelize ( #2393 )
...
* [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
Frank Lee
c72c827e95
[cli] provided more details if colossalai run fail ( #2442 )
2 years ago
Super Daniel
c41e59e5ad
[fx] allow native ckpt trace and codegen. ( #2438 )
2 years ago
YuliangLiu0306
41429b9b28
[autoparallel] add shard option ( #2423 )
2 years ago
HELSON
7829aa094e
[ddp] add is_ddp_ignored ( #2434 )
...
[ddp] rename to is_ddp_ignored
2 years ago
HELSON
bb4e9a311a
[zero] add inference mode and its unit test ( #2418 )
2 years ago
Jiarui Fang
93f62dd152
[autochunk] add autochunk feature
2 years ago
HELSON
dddacd2d2c
[hotfix] add norm clearing for the overflow step ( #2416 )
2 years ago
oahzxl
7ab2db206f
adapt new fx
2 years ago
oahzxl
e532679c95
Merge branch 'main' of https://github.com/oahzxl/ColossalAI into chunk
2 years ago
Haofan Wang
7d5640b9db
Update parallel_context.py ( #2408 )
2 years ago
oahzxl
fd818cf144
change imports
2 years ago
oahzxl
a591d45b29
add available
2 years ago
oahzxl
615e7e68d9
update doc
2 years ago
oahzxl
7d4abaa525
add doc
2 years ago
oahzxl
1be0ac3cbf
add doc for trace indice
2 years ago
oahzxl
0b6af554df
remove useless function
2 years ago
oahzxl
d914a21d64
rename
2 years ago
oahzxl
865f2e0196
rename
2 years ago
HELSON
ea13a201bb
[polish] polish code for get_static_torch_model ( #2405 )
...
* [gemini] polish code
* [testing] remove code
* [gemini] make more robust
2 years ago
oahzxl
a4ed5b0d0d
rename in doc
2 years ago
oahzxl
1bb1f2ad89
rename
2 years ago
oahzxl
cb9817f75d
rename function from index to indice
2 years ago
oahzxl
0ea903b94e
rename trace_index to trace_indice
2 years ago
Frank Lee
551cafec14
[doc] updated kernel-related optimisers' docstring ( #2385 )
...
* [doc] updated kernel-related optimisers' docstring
* polish doc
2 years ago
oahzxl
065f0b4c27
add doc for search
2 years ago
oahzxl
a68d240ed5
add doc for search chunk
2 years ago
oahzxl
1951f7fa87
code style
2 years ago
oahzxl
212b5b1b5f
add comments
2 years ago
oahzxl
19cc64b1d3
remove autochunk_available
2 years ago
eric8607242
9880fd2cd8
Fix state_dict key missing issue of the ZeroDDP ( #2363 )
...
* Fix state_dict output for ZeroDDP duplicated parameters
* Rewrite state_dict based on get_static_torch_model
* Modify get_static_torch_model to be compatible with the lower version (ZeroDDP)
2 years ago
oahzxl
4d223e18a2
fix typo
2 years ago
Frank Lee
ce08661eb1
[cli] updated installation check cli for aot/jit build ( #2395 )
2 years ago
jiaruifang
69d9180c4b
[hotfix] issue #2388
2 years ago
Jiarui Fang
4e96039649
[device] find best logical mesh
2 years ago
Jiarui Fang
8f72b6f8fb
[hotfix] fix implement error in diffusers
2 years ago
Frank Lee
40d376c566
[setup] support pre-build and jit-build of cuda kernels ( #2374 )
...
* [setup] support pre-build and jit-build of cuda kernels
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2 years ago
1SAA
33f3023e19
[hotfix] fix implement error in diffusers
2 years ago
Jiarui Fang
12c8bf38d7
[Pipeline] Refine GPT PP Example
2 years ago
oahzxl
8a989a0d89
code style
2 years ago
oahzxl
c3a2bf48b4
code style
2 years ago
oahzxl
a6cdbf9161
seperate trace flow
2 years ago
oahzxl
4748967fb1
ad reorder graph
2 years ago
oahzxl
da4076846d
rename
2 years ago
oahzxl
c3d72f7db9
seperate reorder
2 years ago
binmakeswell
a881d6d000
Revert "[NFC] polish code format" ( #2372 )
2 years ago
Ziyue Jiang
9ae9e74017
fix diff device in some partition
2 years ago
Jiarui Fang
0dcc410f57
[NFC] polish code format
2 years ago
oahzxl
6685a9d022
seperate non chunk input
2 years ago
binmakeswell
d634eae05b
Revert "[NFC] polish code format ( #2367 )" ( #2371 )
...
This reverts commit 1f8ab6f1f5
.
2 years ago
oahzxl
f856611d21
seperate prepose_nodes
2 years ago
Shawn-Kong
d42aecdda1
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style ( #2368 )
2 years ago
Jiarui Fang
1aaeb596c6
[example] gpt, shard init on all processes ( #2366 )
2 years ago
oahzxl
f4a1607e56
seperate input node dim search
2 years ago
binmakeswell
1f8ab6f1f5
[NFC] polish code format ( #2367 )
2 years ago
oahzxl
ae27a8b26d
seperate flow tracer
2 years ago
oahzxl
fd87d78a28
rename ambiguous variable
2 years ago
oahzxl
2bde9d2b7f
code format
2 years ago
oahzxl
8a634af2f5
close mem and code print
2 years ago
oahzxl
1a6d2a740b
take apart chunk code gen
2 years ago
ExtremeViscent
ac0d30fe2e
[NFC] polish batch_norm_handler.py code style ( #2359 )
2 years ago
HELSON
48d33b1b17
[gemini] add get static torch model ( #2356 )
2 years ago
oahzxl
efb1c64c30
restruct dir
2 years ago
ziyuhuang123
7080a8edb0
[workflow]New version: Create workflow files for examples' auto check ( #2298 )
...
* [workflows]bug_repair
* [workflow]new_pr_fixing_bugs
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2 years ago
LuGY
e11a005c02
[NFC] polish colossalai/auto_parallel/tensor_shard/utils/factory.py code style ( #2349 )
2 years ago
YuliangLiu0306
b5a3a4a65f
[device] find best logical mesh
2 years ago
yuxuan-lou
28e2d16794
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/graph_analysis.py code style ( #2340 )
2 years ago
YuliangLiu0306
9c9246c0d9
[device] alpha beta profiler ( #2311 )
...
* [device] alpha beta profiler
* add usage
* fix variable name
2 years ago
Maruyama_Aya
bd12a49e2a
[NFC] polish <colossalai/auto_parallel/tensor_shard/deprecated/constants.py> code style ( #2339 )
2 years ago
Zihao
35427bcab4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/unary_elementwise_handler.py code style ( #2326 )
2 years ago
Jiarui Fang
db6eea3583
[builder] reconfig op_builder for pypi install ( #2314 )
2 years ago
Junming Wu
4a79c10750
[NFC] polish colossalai/cli/benchmark/__init__.py code style ( #2308 )
2 years ago
Ofey Chan
87d2defda6
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/layer_norm_handler.py code style ( #2305 )
2 years ago
ver217
116e3d0b8f
[NFC] polish communication/p2p_v2.py code style ( #2303 )
2 years ago
xyupeng
b965585d05
[NFC] polish colossalai/amp/torch_amp/torch_amp.py code style ( #2290 )
2 years ago
Zangwei Zheng
d1e5bafcd4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/__init__.py code style ( #2291 )
2 years ago
shenggan
950685873f
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/reshape_handler.py code style ( #2292 )
2 years ago
Ziheng Qin
3041014089
[NFC] polish colossalai/amp/naive_amp/grad_scaler/dynamic_grad_scaler.py code style ( #2299 )
...
Co-authored-by: henryqin1997 <henryqin1997@gamil.com>
2 years ago
アマデウス
49715a78f0
[NFC] polish colossalai/cli/benchmark/benchmark.py code style ( #2287 )
2 years ago
Zirui Zhu
1c29b173c9
[NFC] polish colossalai/auto_parallel/tensor_shard/node_handler/getitem_handler.py code style ( #2289 )
2 years ago
Zihao
3a02b46447
[auto-parallel] refactoring ColoTracer ( #2118 )
...
* add meta_data_computing
* add checkpoint_annotation
* rename proxy.data to proxy.meta_data and add bias addition pass
* polish code
* delete meta_prop_pass invoke and rename ori_node to orig_node
* add TracerType
* unify meta data computing
* delete TracerType
* handle setitem operation
* operator.setitem
2 years ago
HELSON
5d3a2be3af
[amp] add gradient clipping for unit tests ( #2283 )
...
* [amp] add gradient clipping in unit tests
* fix bugs
2 years ago
Boyuan Yao
d45695d94e
Merge pull request #2258 from hpcaitech/debug/ckpt-autoparallel
...
[autockpt] provide option for activation checkpoint search in SPMD solver
2 years ago
Jiarui Fang
16cc8e6aa7
[builder] MOE builder ( #2277 )
2 years ago
Boyuan Yao
b904748210
[autoparallel] bypass MetaInfo when unavailable and modify BCAST_FUNC_OP metainfo ( #2293 )
...
* [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
Super Daniel
8ea50d999e
[hotfix] pass a parameter. ( #2288 )
...
* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
* [autockpt] considering parameter and optimizer weights.
* [hotfix] pass a parameter.
2 years ago
zbian
e94c79f15b
improved allgather & reducescatter for 3d
2 years ago
HELSON
62c38e3330
[zero] polish low level zero optimizer ( #2275 )
2 years ago
Ziyue Jiang
ac863a01d6
[example] add benchmark ( #2276 )
...
* add benchmark
* merge common func
* add total and avg tflops
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
Boyuan Yao
22e947f982
[autoparallel] fix runtime apply memory estimation ( #2281 )
...
* [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
2 years ago
Super Daniel
8e8900ff3f
[autockpt] considering parameter and optimizer weights. ( #2279 )
...
* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
* [autockpt] considering parameter and optimizer weights.
2 years ago
YuliangLiu0306
f027ef7913
[hotfix] fix fp16 optimzier bug ( #2273 )
2 years ago
YuliangLiu0306
fb87322773
[autoparallel] fix spelling error ( #2270 )
2 years ago
Jiarui Fang
af32022f74
[Gemini] fix the convert_to_torch_module bug ( #2269 )
2 years ago
Super Daniel
b0d21d0c4f
[autockpt] linearize / merge shape-consistency nodes. ( #2271 )
...
* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
2 years ago
YuliangLiu0306
4b29112ab2
[autoparallel] gpt2 autoparallel examples ( #2267 )
...
* [autoparallel] gpt2 autoparallel examples
* polish code
* polish code
2 years ago
Ziyue Jiang
8b045b3c1f
[Pipeline Middleware] Reduce comm redundancy by getting accurate output ( #2232 )
...
* move to cpu to avoid dead lock
* get output by offsets
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
Boyuan Yao
5c2ef9fc76
[autoparallel] modify comm nodes' memory cost in construct chain ( #2263 )
...
* [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
Boyuan Yao
1ea99b869e
[autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline ( #2261 )
2 years ago
Super Daniel
3ccf58aa76
[autockpt] make it work. ( #2257 )
2 years ago
Boyuan Yao
ac3739930d
[autoparallel] modify construct chain in rotor solver ( #2254 )
2 years ago
Boyuan Yao
ab38aebace
[autoparallel] Hook all meta information on ResNet nodes for auto activation checkpoint ( #2248 )
...
* [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
Boyuan Yao
c8c79102f0
[autoparallel] patch torch.flatten metainfo for autoparallel ( #2247 )
...
* [autoparallel] patch torch.flatten
2 years ago
YuliangLiu0306
8897b8f753
[autoparallel] autoparallel initialize ( #2238 )
2 years ago
xcnick
85178a397a
[hotfix] fix error for torch 2.0 ( #2243 )
2 years ago
Super Daniel
b7d0990c61
[autoparallel] fix construct meta info. ( #2245 )
2 years ago
Ziyue Jiang
57929a6210
fix type of num_worker_threads ( #2237 )
...
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
Jiarui Fang
db4cbdc7fb
[builder] builder for scaled_upper_triang_masked_softmax ( #2234 )
2 years ago
Super Daniel
78483a9fdd
[logger] hotfix, missing _FORMAT ( #2231 )
2 years ago
Jiarui Fang
54de05da5d
[builder] polish builder with better base class ( #2216 )
...
* [builder] polish builder
* remove print
2 years ago
YuliangLiu0306
3b1b91eaf4
[autoparallel] record parameter attribute in colotracer ( #2217 )
...
* [autoparallel] record parameter attribute in collotracer
* [autoparallel] fix construct_meta_info bug
2 years ago
Jiarui Fang
7675792100
[builder] raise Error when CUDA_HOME is not set ( #2213 )
2 years ago
Jiarui Fang
d5e3e3ec01
[example] update gpt example for larger model scale ( #2211 )
2 years ago
Boyuan Yao
24246f7aa5
[autoparallel] Attach input, buffer and output tensor to MetaInfo class ( #2162 )
...
* [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
Boyuan Yao
d0bc5a1b34
[autoparallel] new metainfoprop based on metainfo class ( #2179 )
...
* [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
YuliangLiu0306
78509124d3
[autoparallel] update getitem handler ( #2207 )
2 years ago
Jiarui Fang
1cb532ffec
[builder] multihead attn runtime building ( #2203 )
...
* [hotfix] correcnt cpu_optim runtime compilation
* [builder] multihead attn
* fix bug
* fix a bug
2 years ago
Tongping Liu
8e22c38b89
[hotfix] Fixing the bug related to ipv6 support
...
Co-authored-by: ByteDance <tongping.liu@bytedance.com>
2 years ago
YuliangLiu0306
4851f2d607
[autoparallel] update_getattr_handler ( #2193 )
2 years ago
Jiarui Fang
5682e6d346
[hotfix] correcnt cpu_optim runtime compilation ( #2197 )
2 years ago
HELSON
2458659919
[zero] fix error for BEiT models ( #2169 )
...
* [zero] fix error for BEiT models
* [ColoParameter] add unpack operation for tuple arguments
* fix bugs
* fix chunkv2 unit testing
* add assertion for gradient state
2 years ago
Jiarui Fang
355ffb386e
[builder] unified cpu_optim fused_optim inferface ( #2190 )
2 years ago
Jiarui Fang
9587b080ba
[builder] use runtime builder for fused_optim ( #2189 )
2 years ago
Jiarui Fang
bc0e271e71
[buider] use builder() for cpu adam and fused optim in setup.py ( #2187 )
2 years ago
Jiarui Fang
d42afd30f8
[builder] runtime adam and fused_optim builder ( #2184 )
2 years ago
YuliangLiu0306
550f8f8905
[autoparallel] integrate_gpt_related_tests ( #2134 )
...
* [autoparallel] integrate_gpt_related_tests
* polish code
* polish code
* add GPT2Model into runtime test
2 years ago
Ziyue Jiang
59e343328d
[Pipeline Middleware ] Fix deadlock when num_microbatch=num_stage ( #2156 )
...
* add splitter
* polish code
* remove comment
* fix async nan by moving to cpu first
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
Tongping Liu
ab54fed292
[hotfix] add kwargs for colo_addmm ( #2171 )
2 years ago
アマデウス
622f863291
[hotfix] Jit type hint #2161 ( #2164 )
2 years ago
Zihao
12e7bcd720
register meta func for rnn ( #2159 )
2 years ago
Boyuan Yao
cfe2a9bd90
[autoparallel] memory estimation for shape consistency ( #2144 )
...
* [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
Jiarui Fang
b87496a66b
[hotfix] fix auto policy of test_sharded_optim_v2 ( #2157 )
2 years ago
YuliangLiu0306
16335cb537
[hotfix] fix aten default bug ( #2158 )
2 years ago
HELSON
a7d95b7024
[example] add zero1, zero2 example in GPT examples ( #2146 )
...
* [example] add zero1 and zero2 for GPT
* update readme in gpt example
* polish code
* change init value
* update readme
2 years ago
YuliangLiu0306
1cce6e36ca
[autoparallel] use metainfo in handler ( #2149 )
2 years ago
Jiarui Fang
2827f41898
[Gemini] GeminiDPP convert to PyTorch Module. ( #2151 )
2 years ago
Jiarui Fang
bdef9dfdbe
[NFC] remove useless graph node code ( #2150 )
2 years ago
BlueRum
b3f73ce1c8
[Gemini] Update coloinit_ctx to support meta_tensor ( #2147 )
2 years ago
Zihao
a128eec9d5
register aten._convolution.default ( #2137 )
2 years ago
Jiarui Fang
ee287620f0
[Gemini] revert ZeROInitCtx related tracer ( #2138 )
2 years ago
アマデウス
077a66dd81
updated attention kernel ( #2133 )
2 years ago
YuliangLiu0306
a3c6924deb
[autoparallel] process size nodes in runtime pass ( #2130 )
...
* [autoparallel] process size nodes in runtime pass
* polish code
2 years ago
YuliangLiu0306
536560ccc0
[autoparallel] implement softmax handler ( #2132 )
2 years ago
Jiarui Fang
c89c66a858
[Gemini] update API of the chunkmemstatscollector. ( #2129 )
2 years ago
Jiarui Fang
2938edf446
[Gemini] update the non model data record method in runtime memory tracer ( #2128 )
2 years ago
Jiarui Fang
8fac837679
[Gemini] update non model data calculation method ( #2126 )
2 years ago