Summary:
Implementation LeakyRelu operator for mkl-dnn,the speed-up of a single operation is up to 10X on BDW.
Implementation rashape operator for mkl-dnn,it will resolve occasionally crash issue which use fallback reshape operator.
Implementation CreateBlobQueue and SafeEnqueueBlobs operators,it will resolve crash issue which use fallback operators.
Fallback CreateBlobsQueueDBOp,TensorProtosDBInput,CloseBlobsQueue operators.
Implement adam operator for mkl-dnn,the speed-up of a single operator is up to 6X on BDW.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/11696
Reviewed By: yinghai
Differential Revision: D10100438
Pulled By: wesolwsk
fbshipit-source-id: 0b6e06897cc11e0a8e349d80a870b1e72e47f10d
Summary:
TSIA. Right now we should basically use C10_EXPORT and C10_IMPORT for explicitly marking dllexport and dllimport, as a continued effort of the C10 unification.
This is a codemod by mechanically doing the following change:
CAFFE2_{EXPORT,IMPORT} -> C10_{EXPORT,IMPORT}
AT_CORE_{EXPORT,IMPORT} -> C10_{EXPORT,IMPORT}
Pull Request resolved: https://github.com/pytorch/pytorch/pull/12019
Reviewed By: ezyang, teng-li
Differential Revision: D10016276
Pulled By: Yangqing
fbshipit-source-id: a420d62c43d1110105fc88f9e9076e28a3203164
Summary:
(1) BlobsQueue is causing a gcc error (google search suggeste it was a
bug, but we'll put the implementation in a separate cc file).
(2) Preparing for cuda 9: update cub.
(3) Prepare for cudnn 7: update cudnn rnn op.
(4) Fix an MSVC issue
Reviewed By: sf-wind, jerryzh168
Differential Revision: D5574352
fbshipit-source-id: 230820ce3ceaa32bee8323bdc509de352c93fcf2
Summary:
Caffe2: add a DB that's wrapped around a BlobsQueue as an adapter for data from non-DB interface.
This is useful for bridging the gap between DB interface data processing ops (TensorProtosDBInput, ImageInputOp etc.) and data that's coming from arbitrary Python or the pretty intricate Hive reader.
Reviewed By: akyrola
Differential Revision: D5554560
fbshipit-source-id: 01bb0056410f9ade205367d5fefc721f91f5b629
