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.
omit 185a831 Address @areusch comments
omit ab7e261 cleanup and fix Jenkins
omit ce323d8 Fix CRT libs
omit e7867d4 Add hexagon tests to CI Hexagon
add 4b3cb49 [ci] Mark `test_autotune_conv2d` flaky (#10298)
add 316c506 [TIR] Add software pipelining (#10066)
add d716c2a [FQ2I] Add support for some unary operators (#10273)
add 783add2 Add -i option to fix ASF headers to lint scripts. (#10284)
add ca7596f [Hexagon] Pass kDLHexagon device when allocating workspace
pool on Hexagon (#10289)
add 0d6795b [Hexagon] Remember to add common sources when building TVMRT
for Hexagon (#10290)
add 7d1042d Allow Ctrl+C during docker/lint.sh. (#10291)
add 4d84d72 [ci] Mark some ehtosu tests as flaky (#10301)
add b71e4df [microTVM] Add timeouts for CI tests (#10295)
add 81e4eaf Add flaky test issue template (#10299)
add ffd517a [UnitTest] Disable ptx mma tests on unsupported nvcc
versions. (#10229)
add f3ea291 [TIR][Schedule] simpilfy compute_at static bound (#10307)
add da02c85 [CI] Update CPU image to v0.81 (#10305)
add 9c0e9a0 [Hexagon] Fix getting/setting DMA state (#10288)
add dace8b7 update (#10306)
add 2c0a7c2 [TOPI] Add support for groupped conv3d (#9873)
add 6591cba Parameterize test_link_params. (#9276)
add cae2680 [Relay] [Virtual Device] Store function result virtual device
in virtual_device_ field (#9848)
add 6bce2c5 [ci] Disable flaky microTVM tests (#10313)
add b445d66 [ci] Disable flaky cmsisnn tests (#10315)
add 73cf51b [TE][Fix] Comparison of the output tensor (#9829)
add 8d76075 [TIR] add support for multi-blocking layout and their
transformation (#9996)
add d65ff65 [Arith] Support integer BufferLoad in IntervalSetEvaluator
(#10327)
add 3ffef3d [docker] Update CI to Python 3.7 and Ubuntu 18 (#10247)
add 81df151 Generate correct output tensor names in C Interface API
(#10191)
add 7d831e1 [ci] Add auto-updating `last-successful` branch (#10056)
add 2f93780 [microNPU] enable USMP (#10022)
add 5a22c56 [Docs] Fix an irrelevant sentence in relay.reverse (#10331)
add d8d28bf [Relay] Fix TFlite frontend for unpack, stridedslice (#10333)
add d8e39fd [TIR] Fix Ramp int32~64 mismatch in VectorizeLoop and
NarrowDataType passes (#10172)
add 9dd62b4 [BYOC-DNNL] add support for more ops and fusion patterns
add 55cfc4a RelayViz interface and terminal ast-dump (#10085)
add 808c6a1 [ETHOSN] Remove the compiler library from the runtime link
(#10334)
add 91b2e91 [Hexagon] Export `ir_lower_vtcm_pass` function in the init
file (#10330)
add 33082e0 [runtime] Add Metadata classes for AOTExecutor (#10282)
add 5956125 [ONNX] only broadcast matmul if the shape has changed (#10321)
add b5f1dab [TIR] Tir constants integration into compilation pipeline
(#8509)
add 27d9960 Simple workaround for PyTorch symbol crash problem in meta
schedule test (#10342)
add 97648d8 add reading of nRF5340 DK product ID to determine which COM
port to use (#10304)
add 6c6e873 [ARM_CPU] Conv2d int8 intrinsic for cortex-A72 (#10310)
add dcebd4d [CI][Hexagon] Add Hexagon Tests to pipeline (#10302)
add 270c1b3 [TIR] Misc minor updates (#10335)
add 0abb1bd [CUBLAS] Fix cublas batch matmul strategy plevel (#10351)
add 70cc2ab [CI] Re-introduce redirect follow and update hash for Boost
download (#10343)
add faa2e6a Add per channel quantization to QLinearConv and fix related
bugs (#10354)
add c338299 [CI] Fix Flaky Test `test_task_scheduler_gradient` (#10360)
add 8947729 [TOPI] VNNI support for batch matmul (#10332)
add d3d8715 [TIR] TIR Schedule Misc Update (#10341)
add d8f639a [AOT] BugFix of workspace calculation (#10337)
add 1cd42e8 [runtime] Improved log information with function signature
(#10326)
add cc82214 refactored GraphProto.from_onnx into smaller functions
(#10267)
add fbea569 [skip ci] Fix onnx frontend lint (#10363)
add c5baa59 [COMMUNITY] csullivan -> Committer (#10364)
add 0c210fc [BUGFIX][ARITH] Fix FloorMod Simplifier (#10336)
add b329544 [Lint] Fix Pylint Issues (#10358)
add d295ea6 [TIR][Transform] relax LoopPartition restriction that the
intersection of all conditions can not be none. (#10340)
add d110aa1 [ETHOSN] Improved identification of driver library version
(#10285)
add 25cc311 [ETHOSN] Stricter data type conversion checks (#10271)
add f1ff61a [microNPU][4] Add the cascader Proposal generator (#9959)
add 4102ebf [Runtime][Pipeline Executor] multiple threads management and
the data forwarding notification mechanism. (#10234)
add cb7f773 [Hexagon] RPC server/client for simulator (#10361)
new 57cc3d3 Upgrade tensorflow to version to 2.6.x
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Summary of changes:
.github/ISSUE_TEMPLATE/flaky-test.md | 18 +
...c_bot.yml => update_last_successful_branch.yml} | 21 +-
CONTRIBUTORS.md | 1 +
Jenkinsfile | 2 +-
apps/hexagon_api/CMakeLists.txt | 29 +-
.../template_project/src/example_project/model.c | 2 +-
apps/microtvm/ethosu/src/demo_bare_metal.c | 2 +-
apps/microtvm/ethosu/src/demo_freertos.c | 2 +-
.../zephyr/template_project/microtvm_api_server.py | 24 +-
.../zephyr/template_project/src/aot_demo/main.c | 2 +-
apps/microtvm/zephyr_cmsisnn/src/main.c | 4 +-
cmake/modules/Arduino.cmake | 2 +-
cmake/modules/Hexagon.cmake | 57 +-
cmake/modules/RustExt.cmake | 4 +-
cmake/modules/StandaloneCrt.cmake | 8 +-
cmake/modules/Zephyr.cmake | 2 +-
cmake/modules/contrib/EthosN.cmake | 3 +-
cmake/utils/FindEthosN.cmake | 11 +-
docker/Dockerfile.ci_cpu | 5 +-
docker/Dockerfile.ci_i386 | 6 +-
docker/dev_common.sh | 8 +-
docker/install/ubuntu1804_install_python.sh | 26 +-
.../install/ubuntu_install_boost.sh | 47 +-
docker/install/ubuntu_install_caffe.sh | 28 +-
docker/install/ubuntu_install_llvm.sh | 9 +-
docker/install/ubuntu_install_tensorflow.sh | 6 +-
.../install/ubuntu_install_vitis_ai_packages_ci.sh | 2 +-
docker/lint.sh | 8 +-
docs/reference/api/python/contrib.rst | 10 +
gallery/how_to/work_with_relay/using_relay_viz.py | 159 +++
include/tvm/ir/expr.h | 12 +
include/tvm/ir/function.h | 10 -
include/tvm/ir/module.h | 42 +
include/tvm/ir/transform.h | 59 +-
include/tvm/node/structural_hash.h | 9 +
include/tvm/relay/executor.h | 7 +-
include/tvm/relay/interpreter.h | 4 +-
include/tvm/relay/runtime.h | 2 +
include/tvm/runtime/metadata.h | 160 +++
include/tvm/runtime/metadata_base.h | 198 +++
include/tvm/runtime/module.h | 2 -
include/tvm/runtime/packed_func.h | 238 +++-
include/tvm/runtime/registry.h | 5 +-
include/tvm/support/span.h | 103 ++
include/tvm/target/virtual_device.h | 8 +
include/tvm/te/operation.h | 8 +-
include/tvm/tir/data_layout.h | 14 +-
include/tvm/tir/function.h | 38 +-
include/tvm/tir/op.h | 27 +
include/tvm/tir/stmt.h | 104 +-
include/tvm/tir/stmt_functor.h | 4 +
include/tvm/tir/transform.h | 111 ++
include/tvm/tir/usmp/utils.h | 13 +-
include/tvm/tir/var.h | 2 +-
include/tvm/topi/transform.h | 6 +-
python/tvm/contrib/cutlass/build.py | 7 +-
python/tvm/contrib/ethosu/cascader/proposal.py | 106 ++
.../contrib/ethosu/cascader/proposal_generator.py | 58 +
python/tvm/contrib/hexagon/__init__.py | 1 +
python/tvm/contrib/hexagon/session.py | 2 +
python/tvm/contrib/nvcc.py | 39 +-
python/tvm/contrib/pipeline_executor.py | 16 +-
python/tvm/contrib/relay_viz/__init__.py | 105 ++
python/tvm/contrib/relay_viz/interface.py | 323 +++++
python/tvm/contrib/relay_viz/terminal.py | 238 ++++
python/tvm/meta_schedule/cost_model/xgb_model.py | 4 +-
python/tvm/micro/model_library_format.py | 101 +-
.../backend/contrib/ethosu/tir_to_cs_translator.py | 237 +++-
python/tvm/relay/backend/te_compiler.py | 2 +
python/tvm/relay/frontend/onnx.py | 128 +-
python/tvm/relay/frontend/qnn_torch.py | 1 +
python/tvm/relay/frontend/tflite.py | 20 +-
python/tvm/relay/op/contrib/dnnl.py | 50 +-
python/tvm/relay/op/strategy/arm_cpu.py | 36 +-
python/tvm/relay/op/strategy/cuda.py | 5 +-
python/tvm/relay/op/strategy/generic.py | 4 +-
python/tvm/relay/op/transform.py | 1 -
python/tvm/relay/qnn/op/legalizations.py | 40 +-
.../transform/fake_quantization_to_integer.py | 43 +-
python/tvm/script/tir/scope_handler.py | 63 +-
python/tvm/te/__init__.py | 2 +-
python/tvm/te/hybrid/parser.py | 2 +-
python/tvm/te/operation.py | 39 +-
python/tvm/te/tensor.py | 5 +-
python/tvm/testing/utils.py | 43 +
python/tvm/tir/__init__.py | 11 +-
python/tvm/tir/stmt.py | 34 +
python/tvm/tir/transform/transform.py | 22 +
python/tvm/topi/arm_cpu/arm_utils.py | 6 +
python/tvm/topi/arm_cpu/conv2d_alter_op.py | 105 +-
python/tvm/topi/arm_cpu/conv2d_int8.py | 135 +-
python/tvm/topi/arm_cpu/injective.py | 2 +-
python/tvm/topi/arm_cpu/tensor_intrin.py | 134 +-
python/tvm/topi/cuda/conv3d.py | 22 +-
python/tvm/topi/cuda/conv3d_ndhwc_tensorcore.py | 3 +-
python/tvm/topi/cuda/conv3d_winograd.py | 9 +-
python/tvm/topi/generic/conv2d.py | 236 +++-
python/tvm/topi/nn/conv2d.py | 99 +-
python/tvm/topi/nn/conv3d.py | 148 +--
python/tvm/topi/nn/dense.py | 23 +-
python/tvm/topi/testing/conv3d_ndhwc_python.py | 45 +-
python/tvm/topi/x86/batch_matmul.py | 73 +-
python/tvm/topi/x86/conv2d_alter_op.py | 137 +-
python/tvm/topi/x86/conv3d.py | 75 +-
python/tvm/topi/x86/conv3d_transpose.py | 2 +-
python/tvm/topi/x86/dense.py | 13 +-
python/tvm/topi/x86/dense_alter_op.py | 56 +-
src/arith/canonical_simplify.cc | 14 +-
src/arith/int_set.cc | 18 +
src/contrib/ethosu/cascader/pareto.cc | 27 +
src/contrib/ethosu/cascader/pareto.h | 4 +
src/contrib/ethosu/cascader/proposal.cc | 82 ++
src/contrib/ethosu/cascader/proposal.h | 105 ++
src/contrib/ethosu/cascader/proposal_generator.cc | 219 ++++
src/contrib/ethosu/cascader/proposal_generator.h | 86 ++
src/driver/driver_api.cc | 1 +
src/ir/module.cc | 7 +
src/ir/transform.cc | 56 -
src/node/structural_hash.cc | 68 +-
src/parser/parser.cc | 23 +-
src/printer/relay_text_printer.cc | 6 +
src/printer/text_printer.h | 2 +
src/printer/tir_text_printer.cc | 13 +
src/printer/tvmscript_printer.cc | 65 +
src/relay/backend/aot_executor_codegen.cc | 130 +-
src/relay/backend/build_module.cc | 29 +-
src/relay/backend/contrib/dnnl/codegen.cc | 53 +-
src/relay/backend/contrib/ethosn/codegen.cc | 2 +
src/relay/backend/contrib/ethosn/ethosn_api.cc | 32 +-
src/relay/backend/contrib/ethosn/ethosn_api.h | 7 +-
src/relay/backend/executor.cc | 1 +
src/relay/backend/graph_plan_memory.cc | 2 +
src/relay/backend/interpreter.cc | 5 +-
src/relay/backend/te_compiler.cc | 10 +-
src/relay/backend/te_compiler_cache.cc | 67 +-
src/relay/backend/te_compiler_cache.h | 4 +-
src/relay/backend/utils.cc | 4 +-
src/relay/backend/utils.h | 15 +-
src/relay/ir/transform.cc | 2 +-
src/relay/op/memory/on_device.cc | 11 +-
src/relay/transforms/device_planner.cc | 4 +-
src/relay/transforms/fold_constant.cc | 7 +-
src/relay/transforms/fuse_ops.cc | 41 +-
src/relay/transforms/split_args.cc | 3 +-
src/runtime/contrib/dnnl/dnnl_json_runtime.cc | 453 +++++--
.../hexagon/hexagon/hexagon_device_api_v2.cc | 3 +-
src/runtime/hexagon/hexagon/hexagon_user_dma.cc | 7 +-
.../hexagon/hexagon/hexagon_user_dma_descriptors.h | 75 +-
.../hexagon/rpc/simulator/hexagon_sim_proto.h | 75 ++
src/runtime/hexagon/rpc/simulator/rpc_server.cc | 319 +++++
src/runtime/hexagon/rpc/simulator/session.cc | 1322 ++++++++++++++++++++
src/runtime/metadata.cc | 56 +
src/runtime/pipeline/pipeline_executor.cc | 16 +-
src/runtime/pipeline/pipeline_executor.h | 8 +-
src/runtime/pipeline/pipeline_scheduler.cc | 18 +-
src/runtime/pipeline/pipeline_scheduler.h | 4 -
src/runtime/pipeline/pipeline_struct.h | 299 ++++-
src/target/llvm/codegen_amdgpu.cc | 2 +-
src/target/llvm/codegen_llvm.cc | 13 +-
src/target/llvm/codegen_llvm.h | 1 +
src/target/llvm/codegen_nvptx.cc | 2 +-
.../{func_registry_generator.cc => metadata.cc} | 28 +-
src/target/metadata.h | 173 +++
src/target/source/codegen_c.cc | 34 +-
src/target/source/codegen_c.h | 6 +
src/target/source/codegen_c_host.cc | 75 +-
src/target/source/codegen_c_host.h | 4 -
src/target/source/codegen_cuda.cc | 21 +-
src/target/source/codegen_opencl.cc | 3 +-
src/target/source/codegen_opencl.h | 2 +-
src/target/source/codegen_params.cc | 16 +-
src/target/source/source_module.cc | 22 +-
src/target/spirv/codegen_spirv.cc | 2 +-
src/te/operation/extern_op.cc | 1 +
src/te/operation/hybrid_op.cc | 11 +-
src/te/operation/scan_op.cc | 2 +
src/te/operation/tensor_compute_op.cc | 1 +
src/te/schedule/schedule_dataflow_rewrite.cc | 2 +-
src/te/schedule/schedule_ops.cc | 12 +-
src/te/tensor.cc | 23 +-
src/tir/analysis/verify_gpu_code.cc | 4 +-
src/tir/ir/data_layout.cc | 104 +-
src/tir/ir/function.cc | 8 -
src/tir/ir/stmt.cc | 79 +-
src/tir/ir/stmt_functor.cc | 19 +
src/tir/op/op.cc | 11 +
src/tir/schedule/instruction_traits.h | 13 +
src/tir/schedule/primitive/compute_at.cc | 4 +
src/tir/transforms/bind_params.cc | 133 ++
src/tir/transforms/extract_constants.cc | 115 ++
src/tir/transforms/inject_software_pipeline.cc | 777 ++++++++++++
src/tir/transforms/ir_utils.h | 33 +
src/tir/transforms/loop_partition.cc | 35 +-
src/tir/transforms/lower_tvm_builtin.cc | 2 +-
src/tir/transforms/lower_warp_memory.cc | 2 +-
.../merge_dynamic_shared_memory_allocations.cc | 2 +-
src/tir/transforms/narrow_datatype.cc | 17 +
src/tir/transforms/split_host_device.cc | 5 +
src/tir/transforms/storage_flatten.cc | 2 +-
src/tir/transforms/storage_rewrite.cc | 33 +-
src/tir/transforms/tensorcore_infer_fragment.cc | 29 +-
src/tir/transforms/vectorize_loop.cc | 2 +-
src/tir/usmp/analysis/extract_buffer_info.cc | 16 +-
src/tir/usmp/transform/assign_pool_info.cc | 23 +-
.../convert_pool_allocations_to_offsets.cc | 6 +-
src/tir/usmp/unified_static_memory_planner.cc | 4 +-
src/tir/usmp/utils.cc | 9 +-
tests/cpp/aot_metadata_test.cc | 236 ++++
tests/cpp/ir_functor_test.cc | 5 +-
tests/lint/check_asf_header.sh | 45 +-
tests/lint/python_format.sh | 4 +-
tests/micro/zephyr/test_utils.py | 2 +-
tests/micro/zephyr/test_zephyr.py | 1 +
tests/python/contrib/test_cmsisnn/test_conv2d.py | 2 +
tests/python/contrib/test_dnnl.py | 495 +++++++-
.../contrib/test_ethosn/test_depth_to_space.py | 2 +-
tests/python/contrib/test_ethosn/test_networks.py | 3 +-
tests/python/contrib/test_ethosn/test_split.py | 3 +-
.../contrib/test_ethosu/cascader/conftest.py | 397 ++++++
.../cascader/test_proposal_generator.py | 139 ++
tests/python/contrib/test_ethosu/infra.py | 19 +-
tests/python/contrib/test_ethosu/test_codegen.py | 12 +-
.../contrib/test_ethosu/test_lookup_table.py | 3 +-
tests/python/contrib/test_ethosu/test_networks.py | 21 +-
.../test_ethosu/test_tir_to_cs_translator.py | 58 +-
tests/python/frontend/onnx/test_forward.py | 36 +-
tests/python/frontend/tflite/test_forward.py | 6 +
tests/python/relay/aot/aot_test_utils.py | 178 ++-
tests/python/relay/aot/test_c_device_api.py | 4 +-
tests/python/relay/aot/test_crt_aot.py | 213 +++-
tests/python/relay/aot/test_crt_aot_usmp.py | 28 +-
.../python/relay/op/annotation/test_annotation.py | 2 +-
tests/python/relay/test_op_level1.py | 46 +-
tests/python/relay/test_op_level10.py | 45 +-
tests/python/relay/test_pass_alter_op_layout.py | 46 +
.../test_pass_fake_quantization_to_integer.py | 39 +-
tests/python/relay/test_pass_fuse_ops.py | 41 +-
tests/python/relay/test_pass_partition_graph.py | 12 +-
tests/python/relay/test_pipeline_executor.py | 15 +-
tests/python/relay/utils/external_codegen.py | 2 +-
tests/python/topi/python/test_topi_conv2d_int8.py | 125 +-
tests/python/topi/python/test_topi_conv3d_ncdhw.py | 25 +-
tests/python/topi/python/test_topi_conv3d_ndhwc.py | 73 +-
.../python/test_topi_conv3d_ndhwc_tensorcore.py | 16 +-
.../topi/python/test_topi_conv3d_winograd.py | 2 +-
.../unittest/test_arith_canonical_simplify.py | 1 +
.../unittest/test_auto_scheduler_task_scheduler.py | 2 +-
tests/python/unittest/test_ci.py | 101 ++
tests/python/unittest/test_link_params.py | 377 +++---
...chedule_schedule_rule_cross_thread_reduction.py | 16 +-
...ta_schedule_schedule_rule_multi_level_tiling.py | 20 +-
...hedule_schedule_rule_random_compute_location.py | 2 +-
.../unittest/test_meta_schedule_tune_relay.py | 5 +
.../unittest/test_micro_model_library_format.py | 24 +-
tests/python/unittest/test_te_schedule_ops.py | 6 +
tests/python/unittest/test_te_tensor.py | 4 +
tests/python/unittest/test_tir_nodes.py | 7 +-
tests/python/unittest/test_tir_ptx_mma.py | 16 +
.../unittest/test_tir_schedule_compute_at.py | 39 +
tests/python/unittest/test_tir_schedule_trace.py | 31 +
.../test_tir_transform_compact_buffer_region.py | 71 ++
.../test_tir_transform_extract_constants.py | 64 +
.../test_tir_transform_inject_software_pipeline.py | 824 ++++++++++++
.../unittest/test_tir_transform_loop_partition.py | 74 ++
.../unittest/test_tir_transform_narrow_datatype.py | 25 +-
.../unittest/test_tir_transform_vectorize.py | 9 +
...ransform_convert_pool_allocations_to_offsets.py | 16 +-
tests/python/unittest/test_tvmscript_complete.py | 9 +-
tests/python/unittest/test_tvmscript_roundtrip.py | 72 ++
tests/scripts/git_utils.py | 8 +-
tests/scripts/setup-pytest-env.sh | 4 +-
tests/scripts/task_demo_microtvm.sh | 6 +-
tests/scripts/update_branch.py | 192 +++
273 files changed, 13008 insertions(+), 2046 deletions(-)
create mode 100644 .github/ISSUE_TEMPLATE/flaky-test.md
copy .github/workflows/{cc_bot.yml => update_last_successful_branch.yml} (67%)
copy tests/scripts/task_lint.sh => docker/install/ubuntu_install_boost.sh (54%)
mode change 100755 => 100644
create mode 100644 gallery/how_to/work_with_relay/using_relay_viz.py
create mode 100644 include/tvm/runtime/metadata.h
create mode 100644 include/tvm/runtime/metadata_base.h
create mode 100644 include/tvm/support/span.h
create mode 100644 python/tvm/contrib/ethosu/cascader/proposal.py
create mode 100644 python/tvm/contrib/ethosu/cascader/proposal_generator.py
create mode 100644 python/tvm/contrib/relay_viz/__init__.py
create mode 100644 python/tvm/contrib/relay_viz/interface.py
create mode 100644 python/tvm/contrib/relay_viz/terminal.py
create mode 100644 src/contrib/ethosu/cascader/proposal.cc
create mode 100644 src/contrib/ethosu/cascader/proposal.h
create mode 100644 src/contrib/ethosu/cascader/proposal_generator.cc
create mode 100644 src/contrib/ethosu/cascader/proposal_generator.h
create mode 100644 src/runtime/hexagon/rpc/simulator/hexagon_sim_proto.h
create mode 100644 src/runtime/hexagon/rpc/simulator/rpc_server.cc
create mode 100644 src/runtime/hexagon/rpc/simulator/session.cc
create mode 100644 src/runtime/metadata.cc
copy src/target/{func_registry_generator.cc => metadata.cc} (54%)
create mode 100644 src/target/metadata.h
create mode 100644 src/tir/transforms/bind_params.cc
create mode 100644 src/tir/transforms/extract_constants.cc
create mode 100644 src/tir/transforms/inject_software_pipeline.cc
create mode 100644 tests/cpp/aot_metadata_test.cc
create mode 100644
tests/python/contrib/test_ethosu/cascader/test_proposal_generator.py
create mode 100644
tests/python/unittest/test_tir_transform_extract_constants.py
create mode 100644
tests/python/unittest/test_tir_transform_inject_software_pipeline.py
create mode 100755 tests/scripts/update_branch.py
