naoyam/lbann

Issues

• Use the new in-place optimizer

  #71 opened 5 years ago by naoyam
  1

• Revert local shuffle when it gets obsolete

  #54 opened 6 years ago by naoyam
  5

• Change the data type of input/output data sizes.

  #62 opened 6 years ago by naoyam
  0

• Leaky ReLU

  #51 opened 6 years ago by naoyam
  0

• Support 3D problems

  #45 opened 6 years ago by naoyam
  1

• Inter-node spatial partitioning

  #46 opened 6 years ago by naoyam
  1

• Overlapping of halo exchange in FP convolution with strides > 1

  #44 opened 6 years ago by naoyam
  1

• Support Mesh model with dilated and grouped convolutions

  #47 opened 6 years ago by naoyam
  0

• Use Aluminum instead of MPI when possible

  #11 opened 6 years ago by naoyam
  2

• Support Alexnet

  #12 opened 6 years ago by naoyam
  0

• Proper exchange of corner cells when unpacking is delayed

  #23 opened 6 years ago by naoyam
  1

• Overlapped halo exchanges with strides larger than 1

  #21 opened 6 years ago by naoyam
  1

• Parallelize training with mini-batch size 1

  #24 opened 6 years ago by naoyam
  1

• Overlapping in BP convolution for multi-dim partitioning

  #43 opened 6 years ago by naoyam
  0

• Support depthwise separable convolutions

  #41 opened 6 years ago by naoyam
  0

• Support dilated convolutions

  #42 opened 6 years ago by naoyam
  1

• Remove default allocations of weights and other layer-specific tensors

  #29 opened 6 years ago by naoyam
  1

• Root-only convolutions for small spatial domains

  #33 opened 6 years ago by naoyam
  0

• Support Resnet

  #13 opened 6 years ago by naoyam
  1

• Batchnorm with partially global statistics

  #38 opened 6 years ago by naoyam
  0

• Pooling with padding

  #40 opened 6 years ago by naoyam
  0

• Support sum layer

  #37 opened 6 years ago by naoyam
  0

• Support split layer

  #39 opened 6 years ago by naoyam
  1

• Remove device synchronization between end of FP and beginning of BP

  #31 opened 6 years ago by naoyam
  0

• Clean up options

  #30 opened 6 years ago by naoyam
  0

• Spatial parallel evaluation layer

  #28 opened 6 years ago by naoyam
  1

• Fusing layers for optimizing memory accesses

  #10 opened 6 years ago by naoyam
  0

• float16 training

  #16 opened 6 years ago by naoyam
  0

• Halo exchanges in shared tensors

  #34 opened 6 years ago by naoyam
  0

• Convolutions with shared non-root-only tensors

  #35 opened 6 years ago by naoyam
  0

• Pooling with shared non-root-only tensors

  #36 opened 6 years ago by naoyam
  0

• Root-only pooling for small spatial domains

  #32 opened 6 years ago by naoyam
  0

• Convolution/pooling when local spatial dimensions are smaller than filter dimensions

  #25 opened 6 years ago by naoyam
  1

• Spatial parallel cross-entropy layer

  #27 opened 6 years ago by naoyam
  0

• Spatial-parallel fully-connected layer

  #26 opened 6 years ago by naoyam
  0

• Make allocation of Hydrogen matrices only done when requested

  #6 opened 6 years ago by naoyam
  0

• Overlapping halo exchange in backprop of convolution

  #22 opened 6 years ago by naoyam
  0

• Consider communication avoiding optimization

  #9 opened 6 years ago by naoyam
  3

• Convolution algorithm selection

  #20 opened 6 years ago by naoyam
  0

• Non-blocking shuffling

  #19 opened 6 years ago by naoyam
  3

• Halo exchange with manual pack and unpack instead of using MPI derived types

  #7 opened 6 years ago by naoyam
  1

• Merge the post-Hydrogen version of LBANN

  #8 opened 6 years ago by naoyam
  1

• Hybrid parallelism of sample and spatial dimensions

  #4 opened 6 years ago by naoyam
  1

• Allow local tensors to be empty

  #18 opened 6 years ago by naoyam
  0

• Shuffle for the last mini batch uses the full mini batch size

  #17 opened 6 years ago by naoyam
  0

• Use ParallelStrategy to set layer tensor decomposition

  #3 opened 6 years ago by naoyam
  1

• Verify correctness of the test model with bias

  #15 opened 6 years ago by naoyam
  0

• Add basic usage documentation

  #14 opened 6 years ago by naoyam
  1

• Hybrid parallelism of all dimensions, incuding channel

  #5 opened 6 years ago by naoyam
  0