1. 24 Feb, 2020 1 commit
    • [Relay][AutoTVM] Relay op strategy (#4644) · 623dd208
      * relay op strategy
      
      fix lint
      
      bitpack strategy
      
      bitserial_dense (#6)
      
      * update strategy
      
      * address comments
      
      fix a few topi test
      
      Dense strategy (#5)
      
      * dense
      
      * add biforst; remove comments
      
      * address comment
      
      Refactor x86 conv2d_NCHWc (#4)
      
      * Refactor x86 conv2d
      
      * Add x86 depthwise_conv2d_NCHWc
      
      * Add back topi x86 conv2d_nchw
      
      * Merge x86 conv2d_nchw and conv2d_NCHWc
      
      * Minor fix for x86 conv2d
      
      fix more strategy
      
      Add x86 conv2d_NCHWc_int8 strategy (#8)
      
      * Add x86 conv2d_NCHWc_int8 strategy
      
      * Remove contrib_conv2d_nchwc_int8
      
      * Fix generic conv2d_NCHWc for int8
      
      * Fix topi arm_cpu conv2d_NCHWc_int8
      
      update x86 conv2d
      
      enable specify relay ops to be tuned for autotvm
      
      add cuda conv2d strategy
      
      add conv2d strategy for rocm
      
      add conv2d strategy for hls
      
      add conv2d strategy for arm cpu
      
      add conv2d strategy for mali
      
      add conv2d strategy for bifrost
      
      add conv2d strategy for intel graphics
      
      clean up and fix lint
      
      remove template keys from autotvm
      
      remove 2 in the func name
      
      address comments
      
      fix
      
      * fix bugs
      
      * lint
      
      * address comments
      
      * add name to op implement
      
      * Modify topi tests (#9)
      
      * Add pooling, reorg, softmax and vision
      
      * Add lrn
      
      * fix topi test
      
      * fix more topi test
      
      * lint
      
      * address comments
      
      * x
      
      * fix more tests & bugs
      
      * Modify more tests (#10)
      
      * Modify tests for bitserial_conv2d, bitserial_dense, bitserial_conv2d_rasp and bnn
      
      * Minor fix
      
      * More minor fix
      
      * fix more test
      
      * try to update vta using strategy
      
      * fix cpptest
      
      * x
      
      * fix rebase err
      
      * Fix two tests (#11)
      
      * change autotvm log format
      
      * lint
      
      * minor fix
      
      * try fix vta test
      
      * fix rebase err
      
      * tweak
      
      * tmp hack for vta pass
      
      * fix tutorial
      
      * fix
      
      * fix more tutorials
      
      * fix vta tutorial
      
      * minor
      
      * address comments
      
      * fix
      
      * address comments
      
      * fix cpptest
      
      * fix docs
      
      * change data structure name and api
      
      * address comments
      
      * lint
      
      * fix rebase err
      
      * updates
      
      * fix winograd test
      
      * fix doc
      
      * rebase
      
      * upgrade tophub version number
      
      * fix bug
      
      * re-enable vta tsim test after tophub is upgraded
      
      * fix vta test to use the correct args so the config can be found in tophub
      
      Co-authored-by: Yao Wang <kevinthesunwy@gmail.com>
      Haichen Shen committed
  2. 13 Feb, 2020 1 commit
  3. 12 Feb, 2020 1 commit
    • [REFACTOR][PY][API-CHANGE] establish tvm.ir, migrate corresponding files (#4862) · a5661611
      * [REFACTOR][PY][API-CHANGE] establish tvm.ir, migrate corresponding relay files.
      
      This PR establishes tvm.ir and migrates the corresponding relay
      files into the new folder.
      
      API Change:
      - relay.Module -> tvm.IRModule
      
      * Update with ADT
      
      * Migrate transform
      
      * address comments
      
      * Migrate module
      
      * Migrate json_compact
      
      * Migrate attrs
      
      * Move LoweredFunc to stmt temporarily
      
      * temp migrate container
      
      * Finish migrate container
      Tianqi Chen committed
  4. 07 Feb, 2020 1 commit
  5. 04 Feb, 2020 1 commit
  6. 06 Jan, 2020 1 commit
  7. 27 Nov, 2019 1 commit
  8. 08 Oct, 2019 1 commit
  9. 30 Jul, 2019 1 commit
    • [VTA] Support for batched inference (#3661) · 6c7f0c4d
      * fix in IR pass to support padding on 6-d tensors
      
      * support for both N>1 and N==1 for padding
      
      * batch size > 1 tuning and base config
      
      * output formatting
      
      * batch conv2d
      
      * print all category results
      
      * revert to single-batch config
      
      * pick record best
      
      * fix conv test
      
      * improving reporting
      
      * address batching bug in fast simulator
      
      * fix
      Thierry Moreau committed
  10. 06 Jul, 2019 1 commit
  11. 02 Jul, 2019 1 commit
  12. 28 Jun, 2019 1 commit