This is an automated email from the ASF dual-hosted git repository.
leandron pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
discard e3b66d15e1 validating a new cpu image
add c2744704be Update Docker image with tag 20220404-055909-fcdf4636d
(#10889)
add 7803fe6e79 [skip ci][ci] Fix black version (#10893)
add 2844654d08 [Hexagon] Select qaic executable based on Ubuntu version
(#10891)
add 98580a2a0b [BYOC][TRT] Add DFPattern support for TRT backend (#10759)
add 4b3b86c2c3 Fix submodule URLs. (#10888)
add 7f52cc4c0e Handle uint8 in ConstantNode visitor in LowerToTECompute
(#10894)
add a6e620937b [RUNTIME] Api to get number of runtime threads (#10896)
add ceed331606 [LLVM] Support CodeGenBlob for large >2GB models on x86
(#10882)
add 41cfd3d92d [TIR] Fix int32 vs int64 mismatch in For construct. (#10595)
add e9b3ea5983 [TIR] Fix check for multiple axis separators (#10845)
add 64dd05b0c0 [microNPU] Flatten after allocates have been removed in
HoistAllocates pass (#10890)
add 5ec061f976 [QNN] Add per-channel quantization to add/subtract/multiply
(#10718)
add f096ad80cf [COMMUNITY] Mehrdad Hessar -> Committer (#10901)
add 05caa7a186 Update rpc_module.cc (#10881)
add 6dada8025b [Hexagon] Generalized HexagonBuffer::CopyTo/CopyFrom
(#10878)
add 138fafffdb Handle float16 in ConstantNode visitor in LowerToTECompute
(#10902)
add c91e356a5d Add python installation script for Ubuntu 20.04 (#10841)
add 8f664f50fc [QNN] Fix qnn.dequantize scale and zp shape (#10880)
add 3266ab1b4a [MetaSchedule] Add utility API to ease using manual
schedules (#10876)
add 62bcecc039 Install gdb by default, sort packages (#10913)
add b714f17f27 [COMMUNITY] new committer -- gromero (#10911)
add bf9308a8d6 [ONNX] Add imports for Gelu, BiasGelu (#10898)
add 96f701fd66 [ci] Don't diff Python files when checking formatting
(#10895)
add 60c766f96a [ci] Look for any tags in issues before adding new tags
(#10685)
add d7d8fdbc9c [CMSIS-NN] Aligned scale computation with TFLM to fix
numerical mismatch (#10817)
add fc736ed6dc [ETHOSN] Improved handling of 5d reshapes (#10860)
add 591a0009c4 [Hexagon] Use single allocation to back 2-d arrays (#10903)
add 9bd19bb9ac [docs][ci] Add CI reproducability docs (#10912)
add 8e438683a4 [ci] Roll out teams-tagging to everyone (#10739)
add 6cbb0f6718 [build] Update libinfo and add lint rule (#10774)
add e09e9398e7 [ci] Add a tag to generated Jenkinsfile (#10825)
add de4d35c229 [skip ci][ci] Remove inplace flag from black script (#10918)
add bad24dd16a [Hexagon][LLVM][CodeGen] Make CodeGenHexagon a subclass of
CodeGenCPU (#10908)
add 5ca528c847 [skip ci][ci] Fix stale test in teams tagging (#10920)
add 27c59109c4 [Hexagon] Refactor to keep HexagonBuffer private to the
device api (#10910)
add 534205baba [TIR] Check dynamic shared memory in VerifyGPUCode (#10923)
add af8569c913 [CI] Updated argument parsing of optional arguments in
ci.py (#10906)
add 6b4d351e9b [TRT] Minor fixes on TRT python interface (#10917)
add aff4e96f88 [CMSIS-NN] Re-enabled skipped tests (#10928)
add c7c76d1940 [ci] Add sccache to remaining Docker images (#10751)
add 00c830ece0 relax reorder primitive's affineness check (#10887)
add e97a3ebfc4 [microNPU] Fix bug in microNPU demo app (#10930)
add 05bb482526 [microNPU] Set output tolerance of codegen and network
tests to 0 (#10675)
add 5f1f8f3421 [MetaSchedule][Refactor] Clarify Integration Logic (#10927)
add c092700d27 [Hexagon] Add unit tests executing 2-d VTCM usage (#10904)
add 46675996e5 [Hexagon] Register basic strategies and schedules for
common operators (#10919)
add 19784c8c83 [TVMScript] Fixing T.buffer with typed positional arguments
other than int32 (#10892)
add fc0473885f [TIR] VNNI and ARM dot product intrinsic for tensorization
(#10925)
add 8ca9b896f7 [QNN] Fix per-channel broadcast with invalid axes (#10936)
add 24e2586da2 [MetaSchedule][Minor] Fix Integer Overflow in Tuning
Statistics (#10935)
add 1ae2a27842 [CI] Run frontend tests for aarch64 in CI (#10869)
add 4c171efbc8 [CI][Docker]Update Hexagon docker image to Ubuntu 20.04
(#10932)
add 0c17f07aa7 [ci] Remove hardcoded test shards (#10743)
add 81d72e3d63 [CUDNN] Add cuDNN as a Relay partitioning target (BYOC)
(#10871)
add bf7a27b9bf [Hexagon] Cleanup, remove obsolete comment (#10931)
add c5bd181c3d [FQ2I] Add abs to FQ2I (#10922)
add 45f3d4a521 [BYOC-DNNL] enable conv3d->bn folding (#10837)
new ef2137bc39 [CI] Bump black version to 22.3.0
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Summary of changes:
.gitmodules | 10 +-
CONTRIBUTORS.md | 2 +
Jenkinsfile | 307 ++++++++++---
apps/microtvm/ethosu/convert_image.py | 3 +-
apps/microtvm/ethosu/run_demo.sh | 4 +-
apps/topi_recipe/gemm/android_gemm_square.py | 2 +-
cmake/modules/HexagonSDK.cmake | 57 ++-
cmake/modules/LibInfo.cmake | 105 +++--
conftest.py | 75 ++++
docker/Dockerfile.ci_hexagon | 33 +-
docker/Dockerfile.ci_i386 | 11 +
docker/Dockerfile.ci_lint | 2 +-
docker/Dockerfile.ci_wasm | 11 +
...tall_python.sh => ubuntu2004_install_python.sh} | 9 +-
docker/install/ubuntu_install_arduino.sh | 0
docker/install/ubuntu_install_boost.sh | 0
docker/install/ubuntu_install_caffe.sh | 0
docker/install/ubuntu_install_cmake_source.sh | 0
docker/install/ubuntu_install_core.sh | 37 +-
docker/install/ubuntu_install_hexagon.sh | 0
docker/install/ubuntu_install_libxsmm.sh | 0
docker/install/ubuntu_install_oneflow.sh | 0
docker/install/ubuntu_install_paddle.sh | 0
docker/install/ubuntu_install_papi.sh | 0
docker/install/ubuntu_install_rust.sh | 11 +-
docker/install/ubuntu_install_sccache.sh | 0
docker/install/ubuntu_install_universal.sh | 0
docker/install/ubuntu_install_verilator.sh | 0
.../install/ubuntu_install_vitis_ai_packages_ci.sh | 0
docker/install/ubuntu_install_wasmtime.sh | 0
docker/install/ubuntu_install_zephyr.sh | 0
docs/contribute/ci.rst | 8 +-
docs/contribute/code_guide.rst | 16 +-
docs/contribute/code_review.rst | 21 +-
docs/contribute/committer_guide.rst | 5 +
docs/contribute/community.rst | 5 +-
docs/contribute/document.rst | 8 +-
docs/contribute/error_handling.rst | 5 +
docs/contribute/git_howto.rst | 4 +
docs/contribute/index.rst | 6 +-
docs/contribute/pull_request.rst | 109 +++--
docs/contribute/release_process.rst | 8 +-
include/tvm/meta_schedule/apply_history_best.h | 83 ++++
include/tvm/meta_schedule/extracted_task.h | 68 +++
include/tvm/meta_schedule/integration.h | 190 --------
include/tvm/relay/qnn/attrs.h | 19 +
.../tvm/runtime/builtin_fp16.h | 17 +-
include/tvm/runtime/threading_backend.h | 6 +
jenkins/Jenkinsfile.j2 | 222 ++++------
jenkins/generate.py | 15 +-
jenkins/macros.j2 | 49 ++
python/tvm/autotvm/task/space.py | 2 +-
python/tvm/contrib/cutlass/conv2d_operation.py | 6 +-
python/tvm/contrib/cutlass/gemm_operation.py | 8 +-
python/tvm/contrib/debugger/debug_result.py | 2 +-
python/tvm/meta_schedule/__init__.py | 4 +-
python/tvm/meta_schedule/apply_history_best.py | 100 +++++
python/tvm/meta_schedule/cost_model/xgb_model.py | 2 +-
python/tvm/meta_schedule/extracted_task.py | 66 +++
python/tvm/meta_schedule/integration.py | 247 -----------
python/tvm/meta_schedule/relay_integration.py | 91 ++++
python/tvm/meta_schedule/testing/__init__.py | 9 +-
python/tvm/meta_schedule/testing/relay_workload.py | 2 +-
.../testing/tune_relay_meta_schedule.py | 5 +-
python/tvm/meta_schedule/testing/utils.py | 69 ++-
python/tvm/meta_schedule/tune.py | 15 +-
python/tvm/micro/contrib/stm32/emitter.py | 32 +-
python/tvm/relay/frontend/caffe.py | 2 +-
python/tvm/relay/frontend/onnx.py | 43 ++
python/tvm/relay/frontend/paddlepaddle.py | 2 +-
python/tvm/relay/frontend/pytorch.py | 2 +-
python/tvm/relay/op/contrib/cublas.py | 54 +--
python/tvm/relay/op/contrib/cudnn.py | 89 ++++
python/tvm/relay/op/contrib/te_target.py | 70 +++
python/tvm/relay/op/contrib/tensorrt.py | 246 +++++++++--
python/tvm/relay/op/op_attrs.py | 5 +
python/tvm/relay/op/strategy/hexagon.py | 91 +++-
python/tvm/relay/qnn/op/canonicalizations.py | 2 +-
python/tvm/relay/qnn/op/qnn.py | 63 ++-
python/tvm/relay/quantize/_calibrate.py | 2 +-
python/tvm/relay/testing/tf.py | 2 +-
.../transform/fake_quantization_to_integer.py | 16 +
python/tvm/relay/transform/transform.py | 18 +
python/tvm/runtime/__init__.py | 2 +-
python/tvm/runtime/module.py | 11 +
python/tvm/script/tir/__init__.pyi | 4 +-
python/tvm/script/tir/scope_handler.py | 18 +-
python/tvm/script/tir/special_stmt.py | 9 +-
python/tvm/script/tir/ty.py | 3 +
python/tvm/support.py | 26 ++
python/tvm/te/hybrid/parser.py | 8 +-
python/tvm/testing/utils.py | 2 +-
python/tvm/tir/ir_builder.py | 22 +-
python/tvm/tir/schedule/_type_checker.py | 1 -
.../_ctypes => tir/tensor_intrin}/__init__.py | 5 +-
python/tvm/tir/tensor_intrin/arm_cpu.py | 142 ++++++
python/tvm/tir/tensor_intrin/x86.py | 75 ++++
python/tvm/topi/cuda/scan.py | 4 +-
python/tvm/topi/cuda/sort.py | 2 +-
python/tvm/topi/gpu/dense.py | 4 +-
python/tvm/topi/hexagon/__init__.py | 5 +
.../{generic/extern.py => hexagon/batch_matmul.py} | 20 +-
python/tvm/topi/hexagon/conv2d.py | 32 +-
.../topi/{generic/extern.py => hexagon/dense.py} | 20 +-
.../{generic/extern.py => hexagon/injective.py} | 24 +-
.../topi/{generic/extern.py => hexagon/pooling.py} | 27 +-
.../topi/{generic/extern.py => hexagon/reduce.py} | 20 +-
python/tvm/topi/random/kernel.py | 4 +-
python/tvm/topi/testing/correlation_nchw_python.py | 2 +-
.../{integration.cc => apply_history_best.cc} | 90 ++--
.../extracted_task.cc} | 47 +-
src/meta_schedule/task_scheduler/gradient_based.cc | 6 +-
src/meta_schedule/utils.h | 1 +
.../backend/contrib/cmsisnn/generate_constants.cc | 10 +-
src/relay/backend/contrib/ethosn/ethosn_api.cc | 5 +
src/relay/backend/task_extraction.cc | 7 +-
src/relay/backend/te_compiler_cache.cc | 28 +-
src/relay/qnn/op/add.cc | 10 +-
src/relay/qnn/op/dequantize.cc | 15 +-
src/relay/qnn/op/mul.cc | 138 ++++--
src/relay/qnn/op/op_common.h | 81 +++-
src/relay/qnn/op/subtract.cc | 10 +-
src/relay/qnn/utils.h | 4 +-
src/relay/transforms/fold_scale_axis.cc | 108 +++--
src/relay/transforms/inline_composites.cc | 119 +++++
src/relay/transforms/pattern_utils.h | 18 +-
src/runtime/contrib/dnnl/dnnl_json_runtime.cc | 7 +-
src/runtime/hexagon/hexagon/hexagon_buffer.cc | 151 ++++---
src/runtime/hexagon/hexagon/hexagon_buffer.h | 36 ++
src/runtime/hexagon/hexagon/hexagon_common.cc | 71 +--
src/runtime/hexagon/hexagon/hexagon_common.h | 14 -
.../hexagon/hexagon/hexagon_device_api_v2.cc | 63 ++-
.../hexagon/hexagon/hexagon_device_api_v2.h | 27 +-
src/runtime/hexagon/rpc/hexagon/rpc_server.cc | 2 +-
src/runtime/hexagon/rpc/simulator/rpc_server.cc | 2 +-
src/runtime/rpc/rpc_module.cc | 2 +-
src/runtime/thread_pool.cc | 7 +
src/support/libinfo.cc | 105 +++--
src/support/table_printer.h | 6 +
src/target/llvm/codegen_blob.cc | 12 +
src/target/llvm/codegen_hexagon.cc | 491 +--------------------
src/te/operation/op_utils.cc | 2 +-
src/tir/analysis/verify_gpu_code.cc | 6 +-
src/tir/contrib/ethosu/passes.cc | 16 +-
src/tir/ir/buffer.cc | 2 +-
src/tir/ir/stmt.cc | 20 +
src/tir/schedule/analysis.h | 11 +
src/tir/schedule/analysis/analysis.cc | 50 ++-
src/tir/schedule/primitive/cache_read_write.cc | 2 +-
src/tir/schedule/primitive/loop_transformation.cc | 21 +-
src/tir/transforms/vectorize_loop.cc | 3 +-
tests/cpp/runtime/hexagon_buffer.cc | 231 +++++++++-
tests/lint/check_cmake_options.py | 80 ++++
tests/lint/git-black.sh | 74 ++--
tests/lint/python_format.sh | 22 -
tests/python/ci/test_ci.py | 52 ++-
.../contrib/test_arm_compute_lib/test_add.py | 4 +
tests/python/contrib/test_cmsisnn/test_conv2d.py | 42 +-
.../contrib/test_cmsisnn/test_fully_connected.py | 1 -
.../contrib/test_cmsisnn/test_invalid_graphs.py | 2 -
tests/python/contrib/test_cmsisnn/utils.py | 132 +++++-
tests/python/contrib/test_cudnn.py | 68 +++
tests/python/contrib/test_ethosn/test_reshape.py | 72 +--
.../contrib/test_ethosu/cascader/conftest.py | 6 +-
tests/python/contrib/test_ethosu/infra.py | 30 +-
tests/python/contrib/test_ethosu/test_codegen.py | 31 +-
.../contrib/test_ethosu/test_hoist_allocates.py | 17 +-
tests/python/contrib/test_ethosu/test_networks.py | 58 +--
.../python/contrib/test_hexagon/infrastructure.py | 34 ++
.../test_hexagon/test_2d_physical_buffers.py | 129 ++++--
tests/python/contrib/test_hexagon/test_launcher.py | 8 -
tests/python/frontend/caffe/test_forward.py | 4 +-
tests/python/frontend/onnx/test_forward.py | 58 +++
tests/python/frontend/pytorch/test_forward.py | 2 +-
tests/python/relay/test_op_grad_level1.py | 12 +-
tests/python/relay/test_op_qnn_add.py | 24 +
tests/python/relay/test_op_qnn_dequantize.py | 14 +
.../test_pass_fake_quantization_to_integer.py | 108 ++++-
tests/python/relay/test_pass_fold_scale_axis.py | 178 ++++++++
tests/python/relay/test_pass_inline_composites.py | 165 +++++++
tests/python/topi/python/test_topi_prng.py | 4 +-
tests/python/topi/python/test_topi_transform.py | 4 +-
.../unittest/test_arith_canonical_simplify.py | 2 +-
.../unittest/test_auto_scheduler_compute_dag.py | 10 +-
.../python/unittest/test_auto_scheduler_feature.py | 4 +-
tests/python/unittest/test_autotvm_space.py | 2 +-
tests/python/unittest/test_format_si_prefix.py | 2 +-
.../unittest/test_meta_schedule_integration.py | 22 +-
.../unittest/test_meta_schedule_multi_anchor.py | 42 +-
.../unittest/test_meta_schedule_tune_relay.py | 139 ++----
.../python/unittest/test_meta_schedule_tune_tir.py | 121 -----
.../test_runtime_module_based_interface.py | 14 +
.../python/unittest/test_target_codegen_c_host.py | 2 +-
tests/python/unittest/test_target_codegen_rocm.py | 2 +-
.../unittest/test_tir_analysis_verify_gpu_code.py | 9 +-
tests/python/unittest/test_tir_buffer.py | 2 +-
tests/python/unittest/test_tir_ir_builder.py | 2 +-
tests/python/unittest/test_tir_schedule_reorder.py | 89 ++++
.../python/unittest/test_tir_schedule_tensorize.py | 66 ++-
.../python/unittest/test_tir_transform_ir_utils.py | 4 +-
.../unittest/test_tir_transform_narrow_datatype.py | 52 +--
.../unittest/test_tir_transform_vectorize.py | 12 +-
.../unittest/test_tir_usmp_algo_hill_climb.py | 11 +-
tests/python/unittest/test_transform_layout.py | 6 +
.../python/unittest/test_tvmscript_syntax_sugar.py | 37 ++
tests/scripts/ci.py | 35 +-
tests/scripts/git_skip_ci_globs.py | 1 -
tests/scripts/github_tag_teams.py | 26 +-
tests/scripts/task_lint.sh | 5 +-
tests/scripts/task_mypy.sh | 4 +-
tests/scripts/task_python_frontend.sh | 64 +--
tests/scripts/task_python_unittest.sh | 1 +
.../python/integration/test_benchmark_gemm.py | 18 +-
.../integration/test_benchmark_topi_conv2d.py | 2 +-
.../test_benchmark_topi_conv2d_transpose.py | 2 +-
.../integration/test_benchmark_topi_dense.py | 2 +-
.../test_benchmark_topi_group_conv2d.py | 2 +-
217 files changed, 5143 insertions(+), 2565 deletions(-)
copy docker/install/{ubuntu1804_install_python.sh =>
ubuntu2004_install_python.sh} (87%)
mode change 100644 => 100755 docker/install/ubuntu_install_arduino.sh
mode change 100644 => 100755 docker/install/ubuntu_install_boost.sh
mode change 100644 => 100755 docker/install/ubuntu_install_caffe.sh
mode change 100644 => 100755 docker/install/ubuntu_install_cmake_source.sh
mode change 100644 => 100755 docker/install/ubuntu_install_hexagon.sh
mode change 100644 => 100755 docker/install/ubuntu_install_libxsmm.sh
mode change 100644 => 100755 docker/install/ubuntu_install_oneflow.sh
mode change 100644 => 100755 docker/install/ubuntu_install_paddle.sh
mode change 100644 => 100755 docker/install/ubuntu_install_papi.sh
mode change 100644 => 100755 docker/install/ubuntu_install_sccache.sh
mode change 100644 => 100755 docker/install/ubuntu_install_universal.sh
mode change 100644 => 100755 docker/install/ubuntu_install_verilator.sh
mode change 100644 => 100755
docker/install/ubuntu_install_vitis_ai_packages_ci.sh
mode change 100644 => 100755 docker/install/ubuntu_install_wasmtime.sh
mode change 100644 => 100755 docker/install/ubuntu_install_zephyr.sh
create mode 100644 include/tvm/meta_schedule/apply_history_best.h
create mode 100644 include/tvm/meta_schedule/extracted_task.h
delete mode 100644 include/tvm/meta_schedule/integration.h
copy src/contrib/rust_extension.cc => include/tvm/runtime/builtin_fp16.h (71%)
create mode 100644 python/tvm/meta_schedule/apply_history_best.py
create mode 100644 python/tvm/meta_schedule/extracted_task.py
delete mode 100644 python/tvm/meta_schedule/integration.py
create mode 100644 python/tvm/meta_schedule/relay_integration.py
create mode 100644 python/tvm/relay/op/contrib/cudnn.py
create mode 100644 python/tvm/relay/op/contrib/te_target.py
copy python/tvm/{_ffi/_ctypes => tir/tensor_intrin}/__init__.py (87%)
create mode 100644 python/tvm/tir/tensor_intrin/arm_cpu.py
create mode 100644 python/tvm/tir/tensor_intrin/x86.py
copy python/tvm/topi/{generic/extern.py => hexagon/batch_matmul.py} (69%)
copy python/tvm/topi/{generic/extern.py => hexagon/dense.py} (70%)
copy python/tvm/topi/{generic/extern.py => hexagon/injective.py} (67%)
copy python/tvm/topi/{generic/extern.py => hexagon/pooling.py} (63%)
copy python/tvm/topi/{generic/extern.py => hexagon/reduce.py} (70%)
rename src/meta_schedule/{integration.cc => apply_history_best.cc} (58%)
copy src/{relay/op/annotation/annotation.h => meta_schedule/extracted_task.cc}
(55%)
create mode 100644 src/relay/transforms/inline_composites.cc
create mode 100644 tests/lint/check_cmake_options.py
delete mode 100755 tests/lint/python_format.sh
create mode 100644 tests/python/relay/test_pass_inline_composites.py
mode change 100644 => 100755 tests/scripts/ci.py
