fix-gpu-sampling-doc
14 次代码提交
| 作者 | SHA1 | 备注 | 提交日期 | |
|---|---|---|---|---|
 Hongzhi (Steve), Chen
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bcd3768426 |
[Misc] Replace /*! with /**. (#4823)
* replace * blabla * balbla * blabla Co-authored-by: Steve <ubuntu@ip-172-31-34-29.ap-northeast-1.compute.internal> |
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Hongzhi (Steve), Chen
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619d735df5 |
[Misc] Replace \xxx with @xxx in structured comment. (#4822)
* param * brief * note * return * tparam * brief2 * file * return2 * return * blabla * all Co-authored-by: Steve <ubuntu@ip-172-31-34-29.ap-northeast-1.compute.internal> |
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Hongzhi (Steve), Chen
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6c53f351c6 |
Replace \xxx with @xxx in structured comment. (#4815)
* replace * more * file * change Co-authored-by: Steve <ubuntu@ip-172-31-34-29.ap-northeast-1.compute.internal> |
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Hongzhi (Steve), Chen
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07dc8fb666 |
[Misc] clang-format auto fix. (#4800)
* clang-format * manul * manul * manual Co-authored-by: Steve <ubuntu@ip-172-31-34-29.ap-northeast-1.compute.internal> |
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Xin Yao
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cded5b80fe |
[Feature] Bump DLPack to v0.7 and decouple DLPack from the core library (#4454)
* rename `DLContext` to `DGLContext` * rename `kDLGPU` to `kDLCUDA` * replace DLTensor with DGLArray * fix linting * Unify DGLType and DLDataType to DGLDataType * Fix FFI * rename DLDeviceType to DGLDeviceType * decouple dlpack from the core library * fix bug * fix lint * fix merge * fix build * address comments * rename dl_converter to dlpack_convert * remove redundant comments |
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Minjie Wang
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870da747ea |
[CUDA][Kernel] More CUDA kernels; Standardize the behavior for sorted COO/CSR (#1704)
* add cub; array cumsum * CSRSliceRows * fix warning * operator << for ndarray; CSRSliceRows * add CSRIsSorted * add csr_sort * inplace coosort and outplace csrsort * WIP: coo is sorted * mv cuda_utils * add AllTrue utility * csr sort * coo sort * coo2csr for sorted coo arrays * CSRToCOO from sorted * pass tests for the new kernel changes * cannot use inplace sort * lint * try fix msvc error * Fix g.copy_to and g.asnumbits; ToBlock no longer uses CSC * stash * revert some hack * revert some changes * address comments * fix * fix to_block unittest * add todo note |
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Jinjing Zhou
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90a103e752 |
fix byte array leak (#1679)
Co-authored-by: Chao Ma <mctt90@gmail.com> |
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Minjie Wang
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d6d517bb02 |
[Kernel] CUDA CSR2COO COOSort COO2CSR (#1620)
* add cuda source * moving codes from kernel2 branch * operator overloading * Better error message for unsupported device * fix c tests * coo sort using cusparse * move test_rpc to distributed * lint * address comments and add utests Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com> Co-authored-by: Chao Ma <mctt90@gmail.com> Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com> |
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Minjie Wang
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90e78c5854 |
[FFI] FFI container support, custom structure extension via Object (#693)
* WIP: import tvm runtime node system * WIP: object system * containers * tested basic container composition * tested custom object * fix setattr bug * tested object container return * fix lint * some comments about get/set state * fix lint * fix lint * update cython * fix cython * ffi doc * fix doc |
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Lingfan Yu
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653428bdc7 |
[Feature][Kernel] DGL kernel support (#596)
* [Kernel] Minigun integration and fused kernel support (#519) * kernel interface * add minigun * Add cuda build * functors * working on binary elewise * binary reduce * change kernel interface * WIP * wip * fix minigun * compile * binary reduce kernels * compile * simple test passed * more reducers * fix thrust problem * fix cmake * fix cmake; add proper guard for atomic * WIP: bcast * WIP * bcast kernels * update to new minigun pass-by-value practice * broadcasting dim * add copy src and copy edge * fix linking * fix none array problem * fix copy edge * add device_type and device_id to backend operator * cache csr adj, remove cache for adjmat and incmat * custom ops in backend and pytorch impl * change dgl-mg kernel python interface * add id_mapping var * clean up plus v2e spmv schedule * spmv schedule & clean up fall back * symbolic message and reduce func, remove bundle func * new executors * new backend interface for dgl kernels and pytorch impl * minor fix * fix * fix docstring, comments, func names * nodeflow * fix message id mapping and bugs... * pytorch test case & fix * backward binary reduce * fix bug * WIP: cusparse * change to int32 csr for cusparse workaround * disable cusparse * change back to int64 * broadcasting backward * cusparse; WIP: add rev_csr * unit test for kernels * pytorch backward with dgl kernel * edge softmax * fix backward * improve softmax * cache edge on device * cache mappings on device * fix partial forward code * cusparse done * copy_src_sum with cusparse * rm id getter * reduce grad for broadcast * copy edge reduce backward * kernel unit test for broadcasting * full kernel unit test * add cpu kernels * edge softmax unit test * missing ref * fix compile and small bugs * fix bug in bcast * Add backward both * fix torch utests * expose infershape * create out tensor in python * fix c++ lint * [Kernel] Add GPU utest and kernel utest (#524) * fix gpu utest * cuda utest runnable * temp disable test nodeflow; unified test for kernel * cuda test kernel done * [Kernel] Update kernel branch (#550) * [Model] add multiprocessing training with sampling. (#484) * reorganize sampling code. * add multi-process training. * speed up gcn_cv * fix graphsage_cv. * add new API in graph store. * update barrier impl. * support both local and distributed training. * fix multiprocess train. * fix. * fix barrier. * add script for loading data. * multiprocessing sampling. * accel training. * replace pull with spmv for speedup. * nodeflow copy from parent with context. * enable GPU. * fix a bug in graph store. * enable multi-GPU training. * fix lint. * add comments. * rename to run_store_server.py * fix gcn_cv. * fix a minor bug in sampler. * handle error better in graph store. * improve graphsage_cv for distributed mode. * update README. * fix. * update. * [Tutorial] add sampling tutorial. (#522) * add sampling tutorial. * add readme * update author list. * fix indent in the code. * rename the file. * update tutorial. * fix the last API. * update image. * [BUGFIX] fix the problems in the sampling tutorial. (#523) * add index. * update. * update tutorial. * fix gpu utest * cuda utest runnable * temp disable test nodeflow; unified test for kernel * cuda test kernel done * Fixing typo in JTNN after interface change (#536) * [BugFix] Fix getting src and dst id of ALL edges in NodeFlow.apply_block (#515) * [Bug Fix] Fix inplace op at backend (#546) * Fix inplace operation * fix line seprator * [Feature] Add batch and unbatch for immutable graph (#539) * Add batch and unbatch for immutable graph * fix line seprator * fix lintr * remove unnecessary include * fix code review * [BUGFix] Improve multi-processing training (#526) * fix. * add comment. * remove. * temp fix. * initialize for shared memory. * fix graphsage. * fix gcn. * add more unit tests. * add more tests. * avoid creating shared-memory exclusively. * redefine remote initializer. * improve initializer. * fix unit test. * fix lint. * fix lint. * initialize data in the graph store server properly. * fix test. * fix test. * fix test. * small fix. * add comments. * cleanup server. * test graph store with a random port. * print. * print to stderr. * test1 * test2 * remove comment. * adjust the initializer signature. * [API] update graph store API. (#549) * add init_ndata and init_edata in DGLGraph. * adjust SharedMemoryGraph API. * print warning. * fix comment. * update example * fix. * fix examples. * add unit tests. * add comments. * [Refactor] Immutable graph index (#543) * WIP * header * WIP .cc * WIP * transpose * wip * immutable graph .h and .cc * WIP: nodeflow.cc * compile * remove all tmp dl managed ctx; they caused refcount issue * one simple test * WIP: testing * test_graph * fix graph index * fix bug in sampler; pass pytorch utest * WIP on mxnet * fix lint * fix mxnet unittest w/ unfortunate workaround * fix msvc * fix lint * SliceRows and test_nodeflow * resolve reviews * resolve reviews * try fix win ci * try fix win ci * poke win ci again * poke * lazy multigraph flag; stackoverflow error * revert node subgraph test * lazy object * try fix win build * try fix win build * poke ci * fix build script * fix compile * add a todo * fix reviews * fix compile * [Kernel] Update kernel branch (#576) * [Model] add multiprocessing training with sampling. (#484) * reorganize sampling code. * add multi-process training. * speed up gcn_cv * fix graphsage_cv. * add new API in graph store. * update barrier impl. * support both local and distributed training. * fix multiprocess train. * fix. * fix barrier. * add script for loading data. * multiprocessing sampling. * accel training. * replace pull with spmv for speedup. * nodeflow copy from parent with context. * enable GPU. * fix a bug in graph store. * enable multi-GPU training. * fix lint. * add comments. * rename to run_store_server.py * fix gcn_cv. * fix a minor bug in sampler. * handle error better in graph store. * improve graphsage_cv for distributed mode. * update README. * fix. * update. * [Tutorial] add sampling tutorial. (#522) * add sampling tutorial. * add readme * update author list. * fix indent in the code. * rename the file. * update tutorial. * fix the last API. * update image. * [BUGFIX] fix the problems in the sampling tutorial. (#523) * add index. * update. * update tutorial. * fix gpu utest * cuda utest runnable * temp disable test nodeflow; unified test for kernel * cuda test kernel done * Fixing typo in JTNN after interface change (#536) * [BugFix] Fix getting src and dst id of ALL edges in NodeFlow.apply_block (#515) * [Bug Fix] Fix inplace op at backend (#546) * Fix inplace operation * fix line seprator * [Feature] Add batch and unbatch for immutable graph (#539) * Add batch and unbatch for immutable graph * fix line seprator * fix lintr * remove unnecessary include * fix code review * [BUGFix] Improve multi-processing training (#526) * fix. * add comment. * remove. * temp fix. * initialize for shared memory. * fix graphsage. * fix gcn. * add more unit tests. * add more tests. * avoid creating shared-memory exclusively. * redefine remote initializer. * improve initializer. * fix unit test. * fix lint. * fix lint. * initialize data in the graph store server properly. * fix test. * fix test. * fix test. * small fix. * add comments. * cleanup server. * test graph store with a random port. * print. * print to stderr. * test1 * test2 * remove comment. * adjust the initializer signature. * [API] update graph store API. (#549) * add init_ndata and init_edata in DGLGraph. * adjust SharedMemoryGraph API. * print warning. * fix comment. * update example * fix. * fix examples. * add unit tests. * add comments. * [Refactor] Immutable graph index (#543) * WIP * header * WIP .cc * WIP * transpose * wip * immutable graph .h and .cc * WIP: nodeflow.cc * compile * remove all tmp dl managed ctx; they caused refcount issue * one simple test * WIP: testing * test_graph * fix graph index * fix bug in sampler; pass pytorch utest * WIP on mxnet * fix lint * fix mxnet unittest w/ unfortunate workaround * fix msvc * fix lint * SliceRows and test_nodeflow * resolve reviews * resolve reviews * try fix win ci * try fix win ci * poke win ci again * poke * lazy multigraph flag; stackoverflow error * revert node subgraph test * lazy object * try fix win build * try fix win build * poke ci * fix build script * fix compile * add a todo * fix reviews * fix compile * all demo use python-3 (#555) * [DEMO] Reproduce numbers of distributed training in AMLC giant graph paper (#556) * update * update * update * update num_hops * fix bug * update * report numbers of distributed training in AMLC giant graph paper * [DEMO] Remove duplicate code for sampling (#557) * update * update * re-use single-machine code * update * use relative path * update * update * update * add __init__.py * add __init__.py * import sys, os * fix typo * update * [Perf] Improve performance of graph store. (#554) * fix. * use inplace. * move to shared memory graph store. * fix. * add more unit tests. * fix. * fix test. * fix test. * disable test. * fix. * [BUGIFX] fix a bug in edge_ids (#560) * add test. * fix compute. * fix test. * turn on test. * fix a bug. * add test. * fix. * disable test. * [DEMO] Add Pytorch demo for distributed sampler (#562) * update * update * update * add sender * update * remove duplicate cpde * [Test] Add gtest to project (#547) * add gtest module * add gtest * fix * Update CMakeLists.txt * Update README.md * [Perf] lazily create msg_index. (#563) * lazily create msg_index. * update test. * [BUGFIX] fix bugs for running GCN on giant graphs. (#561) * load mxnet csr. * enable load large csr. * fix * fix. * fix int overflow. * fix test. * [BugFix] Fix error when bfs_level = 0 in Entity Classification with RGCN (#559) * [DEMO] Update demo of distributed sampler (#564) * update * update * update demo * add network cpp test (#565) * Add unittest for C++ RPC (#566) * [CI] Fix CI for cpp test (#570) * fix CI for cpp test * update port number * [Docker] update docker image (#575) * update docker image * specify lint version * rm torch import from unified tests * [Kernel][Scheduler][MXNet] Scheduler for DGL kernels and MXNet backend support (#541) * [Model] add multiprocessing training with sampling. (#484) * reorganize sampling code. * add multi-process training. * speed up gcn_cv * fix graphsage_cv. * add new API in graph store. * update barrier impl. * support both local and distributed training. * fix multiprocess train. * fix. * fix barrier. * add script for loading data. * multiprocessing sampling. * accel training. * replace pull with spmv for speedup. * nodeflow copy from parent with context. * enable GPU. * fix a bug in graph store. * enable multi-GPU training. * fix lint. * add comments. * rename to run_store_server.py * fix gcn_cv. * fix a minor bug in sampler. * handle error better in graph store. * improve graphsage_cv for distributed mode. * update README. * fix. * update. * [Tutorial] add sampling tutorial. (#522) * add sampling tutorial. * add readme * update author list. * fix indent in the code. * rename the file. * update tutorial. * fix the last API. * update image. * [BUGFIX] fix the problems in the sampling tutorial. (#523) * add index. * update. * update tutorial. * fix gpu utest * cuda utest runnable * temp disable test nodeflow; unified test for kernel * cuda test kernel done * edge softmax module * WIP * Fixing typo in JTNN after interface change (#536) * mxnet backend support * improve reduce grad * add max to unittest backend * fix kernel unittest * [BugFix] Fix getting src and dst id of ALL edges in NodeFlow.apply_block (#515) * lint * lint * win build * [Bug Fix] Fix inplace op at backend (#546) * Fix inplace operation * fix line seprator * [Feature] Add batch and unbatch for immutable graph (#539) * Add batch and unbatch for immutable graph * fix line seprator * fix lintr * remove unnecessary include * fix code review * [BUGFix] Improve multi-processing training (#526) * fix. * add comment. * remove. * temp fix. * initialize for shared memory. * fix graphsage. * fix gcn. * add more unit tests. * add more tests. * avoid creating shared-memory exclusively. * redefine remote initializer. * improve initializer. * fix unit test. * fix lint. * fix lint. * initialize data in the graph store server properly. * fix test. * fix test. * fix test. * small fix. * add comments. * cleanup server. * test graph store with a random port. * print. * print to stderr. * test1 * test2 * remove comment. * adjust the initializer signature. * try * fix * fix * fix * fix * fix * try * test * test * test * try * try * try * test * fix * try gen_target * fix gen_target * fix msvc var_args expand issue * fix * [API] update graph store API. (#549) * add init_ndata and init_edata in DGLGraph. * adjust SharedMemoryGraph API. * print warning. * fix comment. * update example * fix. * fix examples. * add unit tests. * add comments. * [Refactor] Immutable graph index (#543) * WIP * header * WIP .cc * WIP * transpose * wip * immutable graph .h and .cc * WIP: nodeflow.cc * compile * remove all tmp dl managed ctx; they caused refcount issue * one simple test * WIP: testing * test_graph * fix graph index * fix bug in sampler; pass pytorch utest * WIP on mxnet * fix lint * fix mxnet unittest w/ unfortunate workaround * fix msvc * fix lint * SliceRows and test_nodeflow * resolve reviews * resolve reviews * try fix win ci * try fix win ci * poke win ci again * poke * lazy multigraph flag; stackoverflow error * revert node subgraph test * lazy object * try fix win build * try fix win build * poke ci * fix build script * fix compile * add a todo * fix reviews * fix compile * WIP * WIP * all demo use python-3 (#555) * ToImmutable and CopyTo * [DEMO] Reproduce numbers of distributed training in AMLC giant graph paper (#556) * update * update * update * update num_hops * fix bug * update * report numbers of distributed training in AMLC giant graph paper * [DEMO] Remove duplicate code for sampling (#557) * update * update * re-use single-machine code * update * use relative path * update * update * update * add __init__.py * add __init__.py * import sys, os * fix typo * update * [Perf] Improve performance of graph store. (#554) * fix. * use inplace. * move to shared memory graph store. * fix. * add more unit tests. * fix. * fix test. * fix test. * disable test. * fix. * [BUGIFX] fix a bug in edge_ids (#560) * add test. * fix compute. * fix test. * turn on test. * fix a bug. * add test. * fix. * disable test. * DGLRetValue DGLContext conversion * [DEMO] Add Pytorch demo for distributed sampler (#562) * update * update * update * add sender * update * remove duplicate cpde * [Test] Add gtest to project (#547) * add gtest module * add gtest * fix * Update CMakeLists.txt * Update README.md * Add support to convert immutable graph to 32 bits * [Perf] lazily create msg_index. (#563) * lazily create msg_index. * update test. * fix binary reduce following new minigun template * enable both int64 and int32 kernels * [BUGFIX] fix bugs for running GCN on giant graphs. (#561) * load mxnet csr. * enable load large csr. * fix * fix. * fix int overflow. * fix test. * new kernel interface done for CPU * docstring * rename & docstring * copy reduce and backward * [BugFix] Fix error when bfs_level = 0 in Entity Classification with RGCN (#559) * [DEMO] Update demo of distributed sampler (#564) * update * update * update demo * adapt cuda kernels to the new interface * add network cpp test (#565) * fix bug * Add unittest for C++ RPC (#566) * [CI] Fix CI for cpp test (#570) * fix CI for cpp test * update port number * [Docker] update docker image (#575) * update docker image * specify lint version * rm torch import from unified tests * remove pytorch-specific test_function * fix unittest * fix * fix unittest backend bug in converting tensor to numpy array * fix * mxnet version * [BUGFIX] fix for MXNet 1.5. (#552) * remove clone. * turn on numpy compatible. * Revert "remove clone." This reverts commit 17bbf76ed72ff178df6b3f35addc428048672457. * revert format changes * fix mxnet api name * revert mistakes in previous revert * roll back CI to 20190523 build * fix unittest * disable test_shared_mem_store.py for now * remove mxnet/test_specialization.py * sync win64 test script * fix lowercase * missing backend in gpu unit test * transpose to get forward graph * pass update all * add sanity check * passing test_specialization.py * fix and pass test_function * fix check * fix pytorch softmax * mxnet kernels * c++ lint * pylint * try * win build * fix * win * ci enable gpu build * init submodule recursively * backend docstring * try * test win dev * doc string * disable pytorch test_nn * try to fix windows issue * bug fixed, revert changes * [Test] fix CI. (#586) * disable unit test in mxnet tutorial. * retry socket connection. * roll back to set_np_compat * try to fix multi-processing test hangs when it fails. * fix test. * fix. * doc string * doc string and clean up * missing field in ctypes * fix node flow schedule and unit test * rename * pylint * copy from parent default context * fix unit test script * fix * demo bug in nodeflow gpu test * [Kernel][Bugfix] fix nodeflow bug (#604) * fix nodeflow bug * remove debug code * add build gtest option * fix cmake; fix graph index bug in spmv.py * remove clone * fix div rhs grad bug * [Kernel] Support full builtin method, edge softmax and unit tests (#605) * add full builtin support * unit test * unit test backend * edge softmax * apply edge with builtin * fix kernel unit test * disable mxnet test_shared_mem_store * gen builtin reduce * enable mxnet gpu unittest * revert some changes * docstring * add note for the hack * [Kernel][Unittest][CI] Fix MXNet GPU CI (#607) * update docker image for MXNet GPU CI * force all dgl graph input and output on CPU * fix gpu unittest * speedup compilation * add some comments * lint * add more comments * fix as requested * add some comments * comment * lint * lint * update pylint * fix as requested * lint * lint * lint * docstrings of python DGL kernel entries * disable lint warnings on arguments in kernel.py * fix docstring in scheduler * fix some bug in unittest; try again * Revert "Merge branch 'kernel' of github.com:zzhang-cn/dgl into kernel" This reverts commit 1d2299e68b004182ea6130b088de1f1122b18a49, reversing changes made to ddc97fbf1bec2b7815c0da7c74f7ecb2f428889b. * Revert "fix some bug in unittest; try again" This reverts commit ddc97fbf1bec2b7815c0da7c74f7ecb2f428889b. * more comprehensive kernel test * remove shape check in test_specialization |
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Lingfan Yu
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a1d50f0f53 |
[Refactor] Rename before release (#261)
* include/dgl/runtime * include * src/runtime * src/graph * src/scheduler * src * clean up CMakeLists * further clean up in cmake * install commands * python/dgl/_ffi/_cython * python/dgl/_ffi/_ctypes * python/dgl/_ffi * python/dgl * some fix * copy right |
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Minjie Wang
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820c6b9ed6 | Add lint script and fix cpplint errors | ||
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Minjie Wang
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deb8a5a592 | WIP: graph interface | ||
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Minjie Wang
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2694b12725 | import ffi solution from TVM |