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wweic merged 132 commits intoneo-ai:devneo-ai/tvm:devfrom wweic:devwweic/tvm:devCopy head branch name to clipboardAug 16, 2019

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• posix_memalign appears in API 17, not 16 (apache#3532)

  

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• [INFA][IR] Build and Evolve Low-level IR. Remove HalideIR dep. (apache#3533)

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• [DEP] Remove HalideIR from submodule (apache#3535)

  

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• [Relay][Quantization] Fix add_rewrite and UnifyDTypeScale (apache#3534)

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• [ARITH][IR] Introduce FloorDiv/Mod (apache#3479)

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• [ARITH][BOUND] Fix bound inference to avoid allocating too much (apache#3526)

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• [Runtime] Enable set_input_zero_copy in GraphRuntime (apache#3416)

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• [Relay][VM] Port VM, VM compiler, and Object into python (apache#3391)

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• [FRONTEND][TENSORFLOW] Some bug fixes for tensorflow NCHW data_format (apache#3514)

  

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• fix (apache#3550)

  

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• fix js test load module example (apache#3556)

  

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• Fix build error (apache#3552)

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• fix pynq 32-bit address pointers (apache#3558)

  

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• [Relay][VM]Fix debug statement (apache#3565)

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• [docs] Add a tutorial for the pass manager (apache#3515)

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• tightening bounding box for IntSet fused in PassUpDomain (apache#3073)

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• [Community] Zhi Chen -> Committer (apache#3572)

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• Disable MicroTVM on i386 CI (apache#3569)

  

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• Support additional architectures beyond x86_64 in ubuntu_install_java (apache#3546)

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• Emit DWARF debug information (apache#3420)

  

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• [ARITH] Simplify let (apache#3568)

  

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• [Relay] parser/pretty printer roundtripping (apache#3536)

  

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• fix topi c++ conv2d_nchw lambda expr issue (apache#3570)

  

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• avoiding cast None to int errors (apache#3578)

  

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• Mention minimum version of python features one should stick to (apache#3588)

  

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• Add printer for Layout/BijectiveLayout (apache#3582)

  

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• [RPC] Better handle tempdir if subprocess killed. (apache#3574)

  

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• [AutoTVM]Improve graph tuner for multiple subgraphs (apache#3490)

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• [TOPI][RELAY] Add op Size (apache#3094)

  

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• [Relay] add some check for the ad algorithm (apache#3585)

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• bugfix function args order in alu instruction generation (apache#3592)

  

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• add coherent, length, and user bits option to Shell Config (apache#3593)

  

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• [CI] Upgrade LLVM envs (apache#3590)

  

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• [VTA] Runtime refactor to allow for non-shared memory FPGAs (e.g. F1) (apache#3554)

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• Update Jenkinsfile

  

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• Add support for Tflite operator SPLIT (apache#3520)

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• [Runtime] [ThreadPool] Make SpscTaskQueue::Pop(..) spin_count configurable (apache#3577)

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• [Relay] [Training] Allow gradient to return a tuple (apache#3600)

  

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• Checking the correct dtypes for choosing the Intel int8 instructions. (apache#3516)

  

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• [Relay][Pass][Docs] Update the doc for adding a Relay pass to mention the pass infra (apache#3583)

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• remove tabs (apache#3603)

  

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• {relay,topi}.reinterpret support (apache#3599)

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• We observe multiple groups across a range of domains (ASR, NMT, LM, etc), (apache#3566)

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• [Relay][vm] Small bug fix for DataTypeObject (apache#3604)

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• [TOPI][Relay] max_pool2d & avg_pool2d gradient (apache#3601)

  

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• init (apache#3571)

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• [TEST] Fix testcase to make them more compatible to zero-rank (apache#3612)

  

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• Hotfix pylint (apache#3615)

  

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• Remove prints in generic_op_impl.py (apache#3616)

  

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• [TOPI] Average Pool2D Bug. (apache#3607)

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• fix typo (apache#3611)

  

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• [Relay][Keras] Permute, Softmax support (apache#3618)

  

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• Add a missing header in cuda_device_api.cc (apache#3621)

  

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• Implementation of uTVM (apache#3227)

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• Add Winograd matrices computation. (apache#3553)

  

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• [IR] Make iterators compatible with constructors of STL containers (apache#3624)

  

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• [VTA] [Chisel] support for different inp/wgt bits, rewrote DotProduct for clarity (apache#3605)

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• [Relay] [Training] Add numerical gradient check. (apache#3630)

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• [TOPI][CUDA] Schedule for pool_grad (apache#3622)

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• [TensorFlow] Fix a bug output index is ignored (apache#3631)

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• Make Google Test usage configurable in CMake files (apache#3628)

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• Update tensorflow.py (apache#3632)

  

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• Improve the x86 auto-tune tutorial (apache#3609)

  

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• [Relay][TF] add BatchMatMul (apache#3634)

  

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• [VTA] [Chisel] fix tensor issue/commit in gemm (apache#3637)

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• fix case when offset is odd and size is even (apache#3643)

  

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• Hotfix for issue apache#3641. (apache#3644)

  

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• fix comment/doc in TensorLoad (apache#3646)

  

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• [VTA] Refactor to increase platform coverage (Ultra96 etc.) (apache#3496)

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• [VTA] [CMake] hotfix tsim rules (apache#3650)

  

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• [VTA] [Chisel] make dram offset configurable for uops different than 4-bytes (apache#3654)

  

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• [Relay][VTA] Add ChangeBatch pass (apache#3656)

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• [Relay] Fix typo in ChangeBatch (apache#3660)

  

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• Print llvm source by default in ROCMModuleNode::GetSource (apache#3662)

  

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• tvm/contrib/rocm: improve finding of ld.lld (apache#3664)

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• ROCm: Add SaveToFile and LoadFile (apache#3665)

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• [TOPI] Fix traverse function not inline zero-input op (apache#3623)

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• [TOPI] Enable standalone wheel build (apache#3657)

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• removing deprecated script (apache#3667)

  

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• [VTA] Support for batched inference (apache#3661)

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• [RPC] Terminate worker's childs first. (apache#3669)

  

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• add reviewer - slyubomirsky (apache#3673)

  

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• Add yolov3-tiny to the tutorial. (apache#3674)

  

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• [VTA] VTA Compilation Script for Intel FPGA (apache#3494)

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• [TOPI][CUDA] schedule for group_conv2d (apache#3663)

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• [TEST] Comptiable with python3.5 (apache#3675)

  

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• [Relay][VM] Relay VM serialization (apache#3647)

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• [DOC] Update ssd doc to avoid confusion. (apache#3677)

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• Replace learnt with learned (apache#3684)

  

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• Make tests multi-process friendly. (apache#3683)

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• [Relay][Frontend] Fix typo names in frontend (apache#3685)

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• [Relay] Strict mode in pattern matching (apache#3620)

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• Add support for Tensorflow operators log1p, cos, sin (apache#3614)

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• Enable the sparse schedule (apache#3651)

  

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• Add shuffle support to TVM (apache#3633)

  

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• [Relay][VM] Support execution on devices (apache#3678)

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• [Relay][Quantization] KL-divergence-based per-layer calibration (apache#3538)

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• [TOPI] Memoize winograd matrix (apache#3687)

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• [DOCKER] Add DGL to {ci_gpu, demo_cpu, demo_gpu} docker images (apache#3692)

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• Align the naming rule for OpAttributeUnImplemented (apache#3695)

  

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• [AutoTVM] Fix hang/crash issues on feature extraction (apache#3689)

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• [Relay] [Error] Fix error in partial evaluator (apache#3693)

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• Add an option to build with -pthread (ON by default) (apache#3671)

  

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• [VTA] [Chisel] Added Chisel Module Unit Test Infrastructure (apache#3698)

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• Fix gather_nd in Relay (apache#3442)

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• [TOPI] Update softmax compute and CPU schedule (apache#3680)

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• [Relay] Partial Evaluator do concatenate, and has better termination checker for scalar. (apache#3703)

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• Metal reinterpret fix (apache#3706)

  

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• Quit and clean when TVM is interrupted (apache#3640)

  

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• [CI] Update GPU docker (apache#3709)

  

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• Export tvm::relay::OpRegistry::OpRegistry (apache#3711)

  

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• [Relay] [TOPI] {relay,topi}.nn.sparse_transpose for **Square** CSR matrices (apache#3707)

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• [Bugfix] Fix the issue that function pass modifies original module (apache#3712)

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• safe to remove thread related headers? (apache#3713)

  

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• [relay][frontend] clean up tf frontend (apache#3710)

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• Update dmlc-core to the latest commit (apache#3716)

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• Fix (2/2) [TOPI] conv2d schedule code (apache#3648) (apache#3717)

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• [Relay] Legalize pass (apache#3672)

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• fix name (apache#3719)

  

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• [Frontend][MXNet] Fix mxnet converter for hybridblock and add div_sqrt_dim (apache#3701)

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• [Relay/TOPI][Op] Add variance and layer norm op (apache#3700)

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• Take zero extent loops as NoOp and remove it and add unittest for the same (apache#3724)

  

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• [VTA][Dockerfile] Chisel dependencies for TSIM CI (apache#3721)

  

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• Tutorial: Build a Graph Convolutional Network on TVM (apache#3681)

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• Remove sccache from Rust install (apache#3728)

  

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• [DOCKER] Fix missing apt https transport support (apache#3735)

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• [QNN] Requantize operator (apache#3531)

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• [CI] Update docker image ci_cpu,i386 to include verilator (apache#3738)

  

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• [VTA] [Chisel] Bug fix for VME Shell (apache#3737)

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• Fix typo in ir_pass.h (apache#3741)

  

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• Update dmlc_tvm_commit

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Commits on Aug 14, 2019

• Revert "Fix Windows build for Neo DLR"

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