Insights: apache/tvm

33 Pull requests merged by 21 people

• [COMMUNITY] Gavin Uberti -> Committer

  #13575 merged Dec 7, 2022

• [ETHOSN] Remove inference test

  #13576 merged Dec 7, 2022

• [CodegenC] Explicit forward function declarations

  #13522 merged Dec 7, 2022

• Added macro generation in MLF export

  #12789 merged Dec 7, 2022

• [ci] Add a workflow to update a nightly branch

  #13564 merged Dec 7, 2022

• [ci] Make tvm-bot aware of platform specific jobs

  #13571 merged Dec 7, 2022

• [ci] Fix docs deploy

  #13570 merged Dec 7, 2022

• [TIR] Fix layout free annotation in CreatePrimFunc

  #13554 merged Dec 7, 2022

• [TIR] Fix predefined inverse map in layout transform dtype legalization

  #13565 merged Dec 7, 2022

• [TOPI] Fix tuple unpacking in conv2d int8 compute

  #13566 merged Dec 7, 2022

• [ci] Remove Jenkinsfile for migration to platform-specific jobs

  #13316 merged Dec 7, 2022

• [ci] Split Jenkinsfile into platform-specific jobs

  #13300 merged Dec 6, 2022

• [MetaSchedule] Make `MultiLevelTiling` apply condition customizable

  #13535 merged Dec 6, 2022

• Mark base64.h encode and decode API's as inline

  #13556 merged Dec 6, 2022

• [TIR] Fix remaining dtype mismatch issue caused by SubspaceDivide

  #13558 merged Dec 6, 2022

• [ci] Fix upload_ci_resource.yml and update related documentation

  #13562 merged Dec 6, 2022

• [microTVM] Modernize Arm Cortex-M convolution schedules

  #13242 merged Dec 6, 2022

• [TIR] [Hexagon] Add vdmpy intrinsic and transform_layout for tests

  #13557 merged Dec 6, 2022

• [MetaSchedule][Hexagon] Add postproc for verifying VTCM usage

  #13538 merged Dec 6, 2022

• [Relay] Optimize transform shape

  #13519 merged Dec 5, 2022

• [Fix Bug]fix the bug of schedule batch_matmul_int8 on cuda

  #13551 merged Dec 5, 2022

• [DNNL][BYOC] enable dense_bias_sum fusion

  #13550 merged Dec 5, 2022

• [microTVM][Arduino]Add `serial_number` to project options and tests

  #13518 merged Dec 5, 2022

• [microNPU] Fix cascade scheduling stability

  #13428 merged Dec 5, 2022

• Add recursive on loop with marked kUnrolled

  #13536 merged Dec 5, 2022

• [Fix] Use proper target in VerifyGPUCode

  #13548 merged Dec 4, 2022

• [Logging] Mark LogFatal::~LogFatal as [[noreturn]]

  #13542 merged Dec 4, 2022

• [ci] Dis-allow any non-S3 URLs in CI

  #13283 merged Dec 3, 2022

• [ci][docker] Update NRF command line tools URL

  #13541 merged Dec 2, 2022

• [TIR] Introduce ReduceBranchingThroughOvercompute

  #13299 merged Dec 2, 2022

• [TIR][Hexagon] Add vtcm memory capacity verification for Hexagon target

  #13349 merged Dec 1, 2022

• [Hexagon] Add HVX quant conv2d implementation

  #13256 merged Dec 1, 2022

• [QNN] support zero points as variable scalar for QnnBatchMatMul op

  #13469 merged Dec 1, 2022

17 Pull requests opened by 13 people

• [microNPU] Upgrade to 22.08 version of Arm(R) Ethos(TM)-U NPU drivers

  #13529 opened Dec 1, 2022

• [TOPI] Use integer arithmetic for topi.image.resize

  #13530 opened Dec 1, 2022

• [Packed Func] Pack args fp16 support

  #13532 opened Dec 1, 2022

• [TIR] Introduce Pass UnifyKernelLaunch and speedup split op

  #13534 opened Dec 2, 2022

• [relay][frontend]Increase the speed of graph converted.

  #13537 opened Dec 2, 2022

• [Draft][Experimental][FFI] Remove string conversion of tvm::runtime::DataType

  #13539 opened Dec 2, 2022

• Bump decode-uri-component from 0.2.0 to 0.2.2 in /web

  #13552 opened Dec 5, 2022

• [TIR][Transform] Keep the allocate buffers order after update buffer allocation location

  #13560 opened Dec 6, 2022

• [MetaSchedule] Restore `num_threads` parameter in tuning API

  #13561 opened Dec 6, 2022

• [OpenCL] Introduction of weights on buffers

  #13563 opened Dec 6, 2022

• [MetaSchedule] Add decompose point hint for RewriteReductionBlock

  #13568 opened Dec 6, 2022

• WIP [hexagon][tir][testing] same-module call tests

  #13569 opened Dec 7, 2022

• [ci][docker] Read docker image tags during CI runs

  #13572 opened Dec 7, 2022

• [Adreno] Add global pooling schedule

  #13573 opened Dec 7, 2022

• [ci] Re-balance shards

  #13577 opened Dec 7, 2022

• [FQ2I] Support converting `dense` -> `add` to `qnn.dense` -> `add` -> `requantize`

  #13578 opened Dec 7, 2022

• [TIR] Add preserve_unit_iters option to blockize/tensorize

  #13579 opened Dec 7, 2022

17 Issues closed by 3 people

• Developer and User Experience Surveys

  #13220 closed Dec 7, 2022

• [Flaky Test] `tests/python/frontend/tflite/test_forward.py::test_all_unary_elemwise`

  #11567 closed Dec 6, 2022

• [Flaky Test] `tests/python/frontend/pytorch/test_forward.py::test_argsort`

  #11568 closed Dec 6, 2022

• [Flaky Test] `tests/python/frontend/onnx/test_forward.py::test_qlinearmul[cuda]`

  #11603 closed Dec 6, 2022

• [ci] Add lint check for newlines

  #11609 closed Dec 6, 2022

• [ci][network error] `tests/python/frontend/tflite/test_forward.py::test_forward_tflite_float16`, `tests/python/frontend/tflite/test_forward.py::test_forward_qnn_inception_v1_net`

  #11459 closed Dec 6, 2022

• [merge bot] allow merge when an empty commit was pushed on top of an approved one

  #11473 closed Dec 6, 2022

• [ci] Move auto-cc bot edits on PRs to a comment

  #12637 closed Dec 6, 2022

• [ci] Build `standalone_crt` during the build

  #13328 closed Dec 6, 2022

• [错误] TVMC reports: bound.cc:119: not in feed graph consumer =

  #13555 closed Dec 6, 2022

• [Bug] Infer_types: The Relay type checker is unable to show the following types match.

  #13143 closed Dec 5, 2022

• [Bug] bijective_layout.forward_shape losses information of concrete dim

  #13480 closed Dec 5, 2022

• [Bug] Get Function("run") runned in std::thread ,the thread would not exit correctly

  #13546 closed Dec 4, 2022

• extract_from_program func not appear in api doc

  #13547 closed Dec 4, 2022

• error building on rocm while cuda topi is called weirdly

  #13544 closed Dec 3, 2022

• [Bug] [paddlepaddle] Paddle Model transformation problem

  #13520 closed Dec 1, 2022

• [Bug] how to solve the free memory bugs in device_target_interaction

  #13527 closed Dec 1, 2022

9 Issues opened by 9 people

• [Bug] Check failed: learner_model_param_.num_feature >= p_fmat->Info().num_col_ (835 vs. 919) : Number of columns does not match number of features in booster

  #13574 opened Dec 7, 2022

• Remove the position restriction of alloc_buffer

  #13559 opened Dec 6, 2022

• [ci] Run doctest as part of CI

  #13553 opened Dec 5, 2022

• [Bug][FQ2I] Failed to run FakeQuantizationToInteger on QDQ ONNX model

  #13545 opened Dec 3, 2022

• Partition vs MergeComposite

  #13543 opened Dec 3, 2022

• [Bug] Remove lazy import in Arduino project API due to dependency issue in GPU docker

  #13540 opened Dec 2, 2022

• [Bug] StandaloneCrt.cmake limits ability to enable microTVM build on other platforms

  #13533 opened Dec 1, 2022

• compile error for gcc 7 and 8

  #13531 opened Dec 1, 2022

• [microTVM] Use autotuning to choose num_outputs value

  #13528 opened Dec 1, 2022

33 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [TVMC][microNPU] tvmc option for printing which operators are offloaded to Ethos-U

  #13212 commented on Dec 5, 2022 • 8 new comments

• [Hexagon] Enable depthwise conv2d NHWC with an HWIO kernel layout

  #13414 commented on Dec 6, 2022 • 5 new comments

• [microTVM] tuning on micro targets with meta-schedule

  #13514 commented on Dec 8, 2022 • 5 new comments

• Auto-cc subscription tracker

  #10317 commented on Dec 7, 2022 • 3 new comments

• [MetaSchedule] Add MultiLevelTilingHexagon to create simple schedules…

  #13446 commented on Dec 6, 2022 • 3 new comments

• [ONNX][Relay][QNN] tvm doesn't support variable zero point for qnn batch_matmul

  #13467 commented on Dec 5, 2022 • 2 new comments

• [Relay][Frontend] Span filling common API

  #13402 commented on Dec 6, 2022 • 2 new comments

• [Auto Scheduler] Upgrade autoscheduler xgboost callback

  #12144 commented on Dec 5, 2022 • 1 new comment

• [tir] Add line level debug info

  #13012 commented on Dec 6, 2022 • 1 new comment

• [COLLAGE] Add more customization to support more targets

  #13450 commented on Dec 5, 2022 • 1 new comment

• [ci] Don't merge PRs with main

  #13475 commented on Dec 7, 2022 • 1 new comment

• [RFC][Tracking Issue] Meta Schedule (AutoTIR)

  #8473 commented on Dec 1, 2022 • 0 new comments

• [RFC][Tracking Issue] Additional Target Hooks

  #8589 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] TIR-level CSE follow up

  #10211 commented on Dec 1, 2022 • 0 new comments

• [tvmc] Provide a way to control global logging level from command-line

  #10629 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] Enabling Testing in AArch64

  #10673 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] Handle ONNX contrib operators

  #10950 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] UMA: Universal Modular Accelerator Interface

  #11260 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] pylint the tests!

  #11414 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] TVMScript Unified Printer

  #11912 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] Issue Triage RFC

  #12801 commented on Dec 1, 2022 • 0 new comments

• [VOTE] Establish TVM Unity Connection Technical Strategy

  #12651 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] TVM Explorer Infrastructure

  #13116 commented on Dec 1, 2022 • 0 new comments

• [Tracking Issue] Pre-quantized RNN Operators Support (e.g., UnidirectionalSequenceLSTM from TFlite)

  #13150 commented on Dec 1, 2022 • 0 new comments

• [Bug] Subgraph in mobilenetv2 failed during tuning

  #13517 commented on Dec 7, 2022 • 0 new comments

• [ci] Split up Jenkins into platform-specific jobs

  #13337 commented on Dec 7, 2022 • 0 new comments

• [ci][docker] Nightly Docker image update

  #11995 commented on Dec 6, 2022 • 0 new comments

• [docs] Make building the cpu-only docs build explicit

  #13315 commented on Dec 7, 2022 • 0 new comments

• [OpenCL][CI] Enable OpenCL cpp tests in CI

  #13400 commented on Dec 1, 2022 • 0 new comments

• [bfloat16] Fixed dtype conversion in the arm_cpu injective schedule

  #13417 commented on Dec 7, 2022 • 0 new comments

• Bump tflite from 2.4.0 to 2.10.0 in /apps/microtvm/ethosu

  #13456 commented on Dec 5, 2022 • 0 new comments

• Add close method to RPC session

  #13500 commented on Dec 6, 2022 • 0 new comments

• [BYOC][DNNL] Enable memory movement oneDNN primitive

  #13521 commented on Dec 5, 2022 • 0 new comments