Enable generating code for a given subgraph. #21126 #4
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Jan 13, 2020
* Add the first implememtation of fusion_group op PaddlePaddle#19621 (#3) * Add the dynamic load of nvrtc, and support runtime compiling of CUDA kernel using nvrtc. test=develop * Call CUDA driver api to launch the kernel compiled by nvrtc. test=develop * Disable for mac and windows. test=develop * Refine the codes to support manually specified num_threads and workload_per_thread. test=develop * Refine the CUDA kernel to support large dims. test=develop * Add DeviceCodePool to manage all device codes. * Add the first implementation fusion_group op. * Add unit-test for fusion_group op. * Add the check of result. * Add the check of nvrtc in unit-test. test=develop * Add comment to explain the inputs, outputs and features of fusion_group op. test=develop * Disable fusion_group op for mac and windows. test=develop * Make the compiling of device code return status instead of hanging up. test=develop * Add the check of whether there is CUDA driver library, and do not core dump when failing to call the CUDA driver API. * Unify fusion_group_op's input and output names. test=develop * Add the check of CUDA driver library in unittest. test=develop * Enable generating code for a given subgraph. PaddlePaddle#21126 (#4) * Enable generating code for a given subgraph. * Support sorting the subgraph. * Remove the rearange of expressions because we use the sorted subgraph directly. * Enable generating code for a subgraph which is composed of grad ops. * Use expression information to check the accuracy in unittest. * Separate load and store from computation expressions. test=develop * Improve the loading statements in generated codes. test=develop * Remove unused arguments from formal list. test=develop * Enable the detection of subgraph of grad ops. * Generate code for detected subgraph in fusion_group_pass. * Add an option in BuildStrategy to enable fusion_group_pass and add unittest. test=develop * Fix a bug when checking whether the shape of all inputs are the same. * Add debug information. * Remove subgraph_detector from inference/analysis to the common framework/ir directory. (#5) test=develop * Call subgraph_detector in fusion_group pass. test=develop * Disable fusion_group when WITH_GPU is OFF. test=develop * Refine all PADDLE_ENFORCE message. test=develop * Fix the case that some inputs are not defined in grad ops, and set op_role for fused op. test=develop * add backward gradient computation for op argsort (PaddlePaddle#22203) * add backward gradient computation for op argsort test=developo * use pre-commit test=develop * fix the bug of profile update (PaddlePaddle#22207) * fix the bug of profile update test=develop * add NotImplementedError for multi optimizers (PaddlePaddle#22181) * add NotImplementedError for multi optimizers used on multi-places . test=develop * assert error only if num_devices>1. test=develop * set test_optimizer_in_control_flow in CMakeLists for using multi-GPU.test=develop * support fluid-lite subgraph run resnet test=develop (PaddlePaddle#22191) - 添加了fluid-lite子图方式运行resnet的单测 - 修改了依赖Lite的git commit id * fix bug fot test_dygraph_mnist_fp16.py, test=develop (PaddlePaddle#22222) * Check dygraph weight name (PaddlePaddle#22140) * add parameter check; test=develop * change parameter name checker in dygraph guard; test=develop * fix test layers error; test=develop * revert some code to develop; test=develop * fix exampel error; test=develop * fix comment error; test=develop * fix comment error; test=develop * only import used test case and function(PaddlePaddle#22208) Co-authored-by: FlyingQianMM <245467267@qq.com> Co-authored-by: wangchaochaohu <wangchao66@baidu.com> Co-authored-by: liym27 <33742067+liym27@users.noreply.github.com> Co-authored-by: Wilber <jiweibo1028@outlook.com> Co-authored-by: zhongpu <2013000149@qq.com> Co-authored-by: hong <43953930+phlrain@users.noreply.github.com> Co-authored-by: Zhang Ting <709968123@qq.com>
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Feb 7, 2020
…1223) * Add the first implememtation of fusion_group op PaddlePaddle#19621 (#3) * Add the dynamic load of nvrtc, and support runtime compiling of CUDA kernel using nvrtc. test=develop * Call CUDA driver api to launch the kernel compiled by nvrtc. test=develop * Disable for mac and windows. test=develop * Refine the codes to support manually specified num_threads and workload_per_thread. test=develop * Refine the CUDA kernel to support large dims. test=develop * Add DeviceCodePool to manage all device codes. * Add the first implementation fusion_group op. * Add unit-test for fusion_group op. * Add the check of result. * Add the check of nvrtc in unit-test. test=develop * Add comment to explain the inputs, outputs and features of fusion_group op. test=develop * Disable fusion_group op for mac and windows. test=develop * Make the compiling of device code return status instead of hanging up. test=develop * Add the check of whether there is CUDA driver library, and do not core dump when failing to call the CUDA driver API. * Unify fusion_group_op's input and output names. test=develop * Add the check of CUDA driver library in unittest. test=develop * Enable generating code for a given subgraph. PaddlePaddle#21126 (#4) * Enable generating code for a given subgraph. * Support sorting the subgraph. * Remove the rearange of expressions because we use the sorted subgraph directly. * Enable generating code for a subgraph which is composed of grad ops. * Use expression information to check the accuracy in unittest. * Separate load and store from computation expressions. test=develop * Improve the loading statements in generated codes. test=develop * Remove unused arguments from formal list. test=develop * Enable the detection of subgraph of grad ops. * Generate code for detected subgraph in fusion_group_pass. * Add an option in BuildStrategy to enable fusion_group_pass and add unittest. test=develop * Fix a bug when checking whether the shape of all inputs are the same. * Add debug information. * Remove subgraph_detector from inference/analysis to the common framework/ir directory. (#5) test=develop * Call subgraph_detector in fusion_group pass. test=develop * Disable fusion_group when WITH_GPU is OFF. test=develop * Refine all PADDLE_ENFORCE message. test=develop * Fix the case that some inputs are not defined in grad ops, and set op_role for fused op. test=develop * Follow review comments. test=develop
Xreki
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Feb 19, 2021
* initial commit: simple demo * polish copyright format * add grap op simple demo * adapt uncertain number of argument * change trait marco name * add place & dtype support for add kernel * add dispath and infershape func * poish code & add notes * add dynamic_loader dep for paddle_framework * add new custom op test dir * polish impl details * add unittest for new custom op * fix failed unittest * Costum op (#1) * fix compile error * wrap framework tensor with LoDTensor * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * add CustomTensor default constructor * add size() for CustomTensor * make size const for CustomTensor * refactor place related api to circle the concept * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * make place const * make Tensor copy * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * remove additional head of framework * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * add gpu test * merge latest cwh code in * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * Remove ShareData from user && Change CustomTensor to Tensor && Support more data type (#2) * fix compile error * wrap framework tensor with LoDTensor * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * add CustomTensor default constructor * add size() for CustomTensor * make size const for CustomTensor * refactor place related api to circle the concept * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * make place const * make Tensor copy * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * remove additional head of framework * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * add gpu test * merge latest cwh code in * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * hid share data from and to * rename CustomTensor to Tensor * refactor register design & add test * change op_funtion to op_meta_info * split op meta info into .h and .cc * move get methods into friend class * move OpMetaInfoHelper into framework space * move CustomTensorUtils into framework space * change pybind api name * move PD C API into op meta info * add register custom op api * remove inference cmake change * refactor copy to api && change Reshape to lowercase && support more dtype && add more test (#3) * fix compile error * wrap framework tensor with LoDTensor * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * add CustomTensor default constructor * add size() for CustomTensor * make size const for CustomTensor * refactor place related api to circle the concept * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * make place const * make Tensor copy * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * remove additional head of framework * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * add gpu test * merge latest cwh code in * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * hid share data from and to * rename CustomTensor to Tensor * support multi dtype * remove lod, make reshape lowercase, add copy test and refactor copy api * remove lod, make reshape lowercase, add copy test and refactor copy api * remove lod, make reshape lowercase, add copy test and refactor copy api * remove lod, make reshape lowercase, add copy test and refactor copy api * fix copy to error * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * polish detail & error message * polish test details * Add cast api && Change copy related api to copy_to && add more test (#4) * fix compile error * wrap framework tensor with LoDTensor * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * add CustomTensor default constructor * add size() for CustomTensor * make size const for CustomTensor * refactor place related api to circle the concept * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * fix compile error * make place const * make Tensor copy * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * debug CustomTensor core * remove additional head of framework * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * use back to shared ptr for custom tensor * add gpu test * merge latest cwh code in * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * adjust ut code of custom op * hid share data from and to * rename CustomTensor to Tensor * support multi dtype * remove lod, make reshape lowercase, add copy test and refactor copy api * remove lod, make reshape lowercase, add copy test and refactor copy api * remove lod, make reshape lowercase, add copy test and refactor copy api * remove lod, make reshape lowercase, add copy test and refactor copy api * fix copy to error * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add more test * add type cast * add cast and make copy to api * add cast and make copy to api * add cast and make copy to api * add cast and make copy to api * merge cwh code * merge cwh code * merge cwh code * merge cwh code * merge cwh code * add more error log * add more error log * polish code * used for test * remove test comment * remove test comment * fix uint8 type error * fix lost uint8 type error * add test for coverage * polish details by reviewer comments * add prefix for DISABLE_COPY_AND_ASSIGN Co-authored-by: Jiabin Yang <360788950@qq.com>
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Sep 25, 2021
* Add elementwise_sub_mkldnn_op without grad * Add test to static_mode_white_list * Refactor code, change license years * Remove invalid grad implementation * Fix element_wise_sub_op test * Fix CI Approval error * Remove unnecessary EltwiseSubMKLDNNGradKernel class * Fix CI Approval 2 * Fix CI Approval 3 * Fix CI Approval Attempt #4 * Fix CI Approve Attempt #5 * Fix CI Approval Attempt #6 * Fix CI Approval Attemt #7 * Change test names containing add to sub * Fix old tests testing add instead of sub * Copy grad implementation from elementwise_add_mkldnn * CI test fix attempt * Revert "CI test fix attempt" This reverts commit c647cacf41e6a87c715385a185de5cbf65fc8900. * Fix CI attempt 2 * Fix elementwise_sub tests, temporary mkldnn broadcast test disable * Add working implementation of elementwise_sub grad * Fix build errors caused by pull * Fix format error * Fix format error 2 * Disable elementwise_sub_mkldnn test on GPU * Apply fix for paddle.fluid import * Revert changes of test_elementwise_sub and Fix mkldnn test * Revert "Apply fix for paddle.fluid import" This reverts commit fc3b122. * fix bug of module 'paddle' has no attribute 'fluid' for python3.6 (PaddlePaddle#35862) * Add changes suggested by reviewers * Change @unittest.skipIf... to @OpTestTool.skip_if_not_cpu_bf16() to satisfy Approval CI * Remove check_dygraph=False to satisify CI Approval Co-authored-by: zhangbo9674 <82555433+zhangbo9674@users.noreply.github.com>
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Oct 29, 2021
* update fft api path (PaddlePaddle#36219) * update fft api path * add sample code for ihfft2 Co-authored-by: chenfeiyu <chenfeiyu@baidu.com> * fix fft axis (PaddlePaddle#36321) fix: `-1` is used when fft's axis is `0` * use unified external error message for cufft api (PaddlePaddle#36114) * fft: modify sample code result (PaddlePaddle#36325) * dynamic load mkl as a fft backend when it is avaialble and requested (PaddlePaddle#36414) * add rocm support for fft api (PaddlePaddle#36415) * move signal apis * move fft and signal API path (#2) * move signal apis * move fft.py and signal.py to paddle/, fix typos * fix relative imports from fft.py and signal.py * fix typos in signal.py (#3) * move signal apis * move fft.py and signal.py to paddle/, fix typos * fix relative imports from fft.py and signal.py * fix typos * disable Cache when CUFFT_VERSION >= 10200 (#4) * move signal apis * move fft.py and signal.py to paddle/, fix typos * fix relative imports from fft.py and signal.py * fix typos * Add LRUCache for fft plans * add LRUCache for cuff and hipfft (#5) * move signal apis * move fft.py and signal.py to paddle/, fix typos * fix relative imports from fft.py and signal.py * fix typos * WIP: add cache * delete move constructor and operator= for CuFFTHandle and FFTConfig * remove log from CuFFTHandle and FFTConfig * add lrucache for fft rocm backend * disable LRUCache when CUFFT_VERSION >= 10200 * disbale copy and move for hipFFTHandle; format code Co-authored-by: Xiaoxu Chen <chenxx_id@163.com> * remove debug message of cufftHandler * roll_op: support Tensor as input for shifts (PaddlePaddle#36727) * fix fftshift/ifftshift on static mode * update roll_op version * add more test cases for fftshift/ifftshift Co-authored-by: zhiboniu <31800336+zhiboniu@users.noreply.github.com> Co-authored-by: chenfeiyu <chenfeiyu@baidu.com> Co-authored-by: LJQ❤️ <33169170+lijiaqi0612@users.noreply.github.com>
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Jan 12, 2022
…ten::DenseTensor, test=allcases (PaddlePaddle#38473) * Added shared_ptr<Allocation> member & corresponding interfaces to Storage * Removed original pten::Allocation from Storage and adjusted the interfaces accordingly * Fixed issues with storage offset * Used place to malloc allocation for TensorStorage * [Unify Tensors PR #3]Ported framework::Tensor interfaces to pten::DenseTensor * Fixed issues with place * Added comments * Moved mutable_data with stream argument to DenseTensor * Added set_offset interface * Fixed CI issues,test=allcases * [Unify Tensors PR #4] Port LoDTensor interfaces to DenseTensor * Reverted changes too pten_layout() interface * Removed friend classes
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Jan 12, 2022
…t=allcases (PaddlePaddle#38632) * Added shared_ptr<Allocation> member & corresponding interfaces to Storage * Removed original pten::Allocation from Storage and adjusted the interfaces accordingly * Fixed issues with storage offset * Used place to malloc allocation for TensorStorage * [Unify Tensors PR #3]Ported framework::Tensor interfaces to pten::DenseTensor * Fixed issues with place * Added comments * Moved mutable_data with stream argument to DenseTensor * Added set_offset interface * Fixed CI issues,test=allcases * [Unify Tensors PR #4] Port LoDTensor interfaces to DenseTensor * Removed friend class EigenTensor/EigenMatrix/EigenVector from Tensor * Modified framework::Tensor to inherit from DenseTensor * Reverted changes too pten_layout() interface * Removed friend classes * Rearranged cfunction calls from tensor.data<void>() to tensor.data() * Fixed CI issues * Fixed lite issues * Fixed data() interface issues,test=allcases * Resolved IsInitialized() issues * Fixed ResetHolder() issues * Fixed MKLDNN & Storage issues * Resolved ShareBufferWith() issues * Fixed LoD issues
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Jan 12, 2022
…st=allcases (PaddlePaddle#38811) * Added shared_ptr<Allocation> member & corresponding interfaces to Storage * Removed original pten::Allocation from Storage and adjusted the interfaces accordingly * Fixed issues with storage offset * Used place to malloc allocation for TensorStorage * [Unify Tensors PR #3]Ported framework::Tensor interfaces to pten::DenseTensor * Fixed issues with place * Added comments * Moved mutable_data with stream argument to DenseTensor * Added set_offset interface * Fixed CI issues,test=allcases * [Unify Tensors PR #4] Port LoDTensor interfaces to DenseTensor * Removed friend class EigenTensor/EigenMatrix/EigenVector from Tensor * Modified framework::Tensor to inherit from DenseTensor * Reverted changes too pten_layout() interface * Removed friend classes * Rearranged cfunction calls from tensor.data<void>() to tensor.data() * Fixed CI issues * Fixed lite issues * Fixed data() interface issues,test=allcases * Resolved IsInitialized() issues * Fixed ResetHolder() issues * Fixed MKLDNN & Storage issues * Resolved ShareBufferWith() issues * Fixed LoD issues * Removed interfaces & members from lod_tensor,test=allcases
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Feb 7, 2022
…ddlePaddle#39162) * Added selected_rows and rw_lock to pten * Renamed the unit test target to fix CI * Removed Class SelectedRows in Fluid, changed include/cmake relationship, use pten::SelectedRows in Fluid * Remove rw_lock.h,rw_lock_test.cc in fluid * Use pten::RWLock and pten::AutoRDLock, fix CI * Use pten::SelectedRows * Use pten::SelectedRows * Fix to pass NPU CI * Selected_Rows inherits from TensorBase * Use pten::SelectedRows, to pass NPU CI * To fix NPU CI * To fix NPU CI again * Use paddle/pten/core/enforce and polish code
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Mar 30, 2022
…Paddle#41051) * [Refactor] refactored eager_gen.py PR #2 * [DoubleGrad PR #1] Decoupled code generation logics for Dygraph ForwardFunctions and GradNodes * Fixed minor issue * Adjusted logics of GenerateNodeCreationCodes and GenerateForwardDefinition * Fixed issues * Supported higher-order grad node generation * [DoubleGrad PR #4] Supported higher-order GradNode generation * Fixed yaml typo
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Apr 1, 2022
…e#41121) * [Refactor] refactored eager_gen.py PR #2 * [DoubleGrad PR #1] Decoupled code generation logics for Dygraph ForwardFunctions and GradNodes * Fixed minor issue * Adjusted logics of GenerateNodeCreationCodes and GenerateForwardDefinition * Fixed issues * Supported higher-order grad node generation * [DoubleGrad PR #4] Supported higher-order GradNode generation * [DoubleGrad #4] Bug Fixes to Double Grad Node Generation * Fixed yaml typo * Fixed yaml typo * fixed minor issues * Fixed minor issue
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Apr 3, 2022
…sed to paddle.grad() (PaddlePaddle#41198) * [Refactor] refactored eager_gen.py PR #2 * [DoubleGrad PR #1] Decoupled code generation logics for Dygraph ForwardFunctions and GradNodes * Fixed minor issue * Adjusted logics of GenerateNodeCreationCodes and GenerateForwardDefinition * Fixed issues * Supported higher-order grad node generation * [DoubleGrad PR #4] Supported higher-order GradNode generation * [DoubleGrad #4] Bug Fixes to Double Grad Node Generation * Fixed yaml typo * Fixed yaml typo * fixed minor issues * [DoubleGrad PR #5] Enabled gradient computations for grad_tensors passed to paddle.grad() * Fixed minor issue * Fixed CI-Inference issue * Fixed CI-inference issues
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Apr 5, 2022
…rd run (PaddlePaddle#41306) * [Refactor] refactored eager_gen.py PR #2 * [DoubleGrad PR #1] Decoupled code generation logics for Dygraph ForwardFunctions and GradNodes * Fixed minor issue * Adjusted logics of GenerateNodeCreationCodes and GenerateForwardDefinition * Fixed issues * Supported higher-order grad node generation * [DoubleGrad PR #4] Supported higher-order GradNode generation * [DoubleGrad #4] Bug Fixes to Double Grad Node Generation * Fixed yaml typo * Fixed yaml typo * fixed minor issues * [DoubleGrad PR #5] Enabled gradient computations for grad_tensors passed to paddle.grad() * Fixed minor issue * Fixed CI-Inference issue * Fixed CI-inference issues * [DoubleGrad PR #7] paddle.grad() to copy backward graph before backward run * Fixed minor issues * Fixed issue with backward graph construction logic * Fixed implementation issues with backward graph reconstruction * Fixed unittest issue * Fixed issues
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Apr 6, 2022
…ePaddle#41387) * [Refactor] refactored eager_gen.py PR #2 * [DoubleGrad PR #1] Decoupled code generation logics for Dygraph ForwardFunctions and GradNodes * Fixed minor issue * Adjusted logics of GenerateNodeCreationCodes and GenerateForwardDefinition * Fixed issues * Supported higher-order grad node generation * [DoubleGrad PR #4] Supported higher-order GradNode generation * [DoubleGrad #4] Bug Fixes to Double Grad Node Generation * Fixed yaml typo * Fixed yaml typo * fixed minor issues * [DoubleGrad PR #5] Enabled gradient computations for grad_tensors passed to paddle.grad() * Fixed minor issue * Fixed CI-Inference issue * Fixed CI-inference issues * [DoubleGrad PR #7] paddle.grad() to copy backward graph before backward run * Fixed minor issues * Fixed issue with backward graph construction logic * Fixed implementation issues with backward graph reconstruction * Fixed unittest issue * Fixed issues * [DoubleGrad PR #8] Enabled triple grads for sigmoid and matmul * Fixed issues with phi kernel * Added triple grad test case * Fixed minor issue
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