This is an automated email from the ASF dual-hosted git repository.
jroesch pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
discard fdd51c7 test CI with staging containers
add 3ba5868 [TensorIR] Fix parser autocompletion mode (#7737)
add 7130e80 Better grouped convolution for CPU targets (#6137)
add 8e23806 [Topi, Relay] Add cumprod (#7722)
add 67a4a8b Fix missing <cassert> header, caused compilation failure.
(#7740)
add 8c8971a [CI] Temp disable rust docs build (#7743)
add fbfeee4 [Refactor] Rename TVMContext to Device (#7721)
add f449070 [Bugfix] Fix usages of logging-related macros (#7748)
add f74dac7 Bump ci-cpu and ci-arm container versions. (#7745)
add 14f829a [docs] Getting Started with TVM: AutoTVM and Matrix Multiply
(#7643)
add 474bc4e [RUNTIME][WEB] Cleanup logging for web runtime. (#7750)
add dc81767 [ARITH] detect iter affine map with predicate (#7752)
add 2988a08 [docs] Getting Started: Introduction and Installation (#7638)
add 18fa495 [Logging] Bring back the stack size optimization (#7756)
add c39a6e2 Clean up uTVM demo runtime, add ONNX model test and tutorial
(#7557)
add 34deb80 Make Autopad static when available (#7755)
add e8752c9 [VTA] Make more explicit error message during sim lib loading
failures. (#7761)
add af6f167 [ARITH] normalize iter affine map expr to PrimExpr (#7759)
add 53d44ef [FIX] Fix android projects (#7764)
add 9b43a64 Rename GraphRuntime to GraphExecutor (#7653)
add 1c2555a [ONNX] Enable GPU in ONNX importer tests (#7438)
add fd18751 Add support for using the VM across the RPC boundary. (#7746)
add 612f6ce [Autoscheduler][Sparse] Add sparse dense end to end model
tuning support for x86/arm cpu & Some bug fix (#7635)
add ad775b8 Fix typo in include/tvm/runtime/crt/crt.h and NEWS.md (#7770)
new 69675d4 Rewrite the Rust Module API and change some imports causing
crashes.
new 5651bd6 Fixes for version bump
new 1939a4d Update build.rs to use new tvm-build version
new 03b7019 Tweak build.rs to use release version of tvm-build
new ab1bc81 Add docs
new 954abe0 Add Readme for tvm-sys crate.
new cabc9a7 Fix Cargo verisions for pre-release
new a8391af Add README
new 09ff914 Move generated code to OUT_DIR
new 309eff0 Fix path
new 8e373c8 Add descp for tvm-sys
new 0b593de Tweak versions for publishing
new c281b2d Tweak versions for publishing
new b540eef Add README for tvm-graph-rt
new dd7cc31 Conform to Apache branding guidelines
new 9dee499 Fix caps
new b8613d6 Add header
new 6d639ba Remove warning
new 34806ac Format
new 6b8c295 Clean up build
new 74932d0 Turn docs back on
new 8f8333f Tweak CI
new 21b15f8 WIP
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Summary of changes:
3rdparty/dlpack | 2 +-
CMakeLists.txt | 44 +-
Jenkinsfile | 4 +-
Makefile | 2 +-
NEWS.md | 2 +-
.../androidcamerademo/Camera2BasicFragment.java | 44 +-
.../android_camera/app/src/main/jni/Application.mk | 2 +-
apps/android_camera/app/src/main/jni/tvm_runtime.h | 5 +-
apps/android_camera/models/prepare_model.py | 2 +-
.../org/apache/tvm/android/demo/MainActivity.java | 38 +-
.../android_deploy/app/src/main/jni/Application.mk | 2 +-
apps/android_deploy/app/src/main/jni/tvm_runtime.h | 5 +-
apps/android_rpc/app/src/main/jni/Application.mk | 2 +-
apps/android_rpc/app/src/main/jni/tvm_runtime.h | 7 +-
apps/android_rpc/tests/android_rpc_test.py | 24 +-
apps/benchmark/arm_cpu_imagenet_bench.py | 8 +-
apps/benchmark/gpu_imagenet_bench.py | 8 +-
apps/benchmark/mobile_gpu_imagenet_bench.py | 8 +-
apps/bundle_deploy/Makefile | 12 +-
apps/bundle_deploy/README.md | 8 +-
apps/bundle_deploy/bundle.c | 46 +-
apps/bundle_deploy/bundle.cc | 2 +-
apps/bundle_deploy/bundle_static.c | 48 +-
apps/bundle_deploy/demo.cc | 4 +-
apps/bundle_deploy/demo_static.c | 8 +-
apps/bundle_deploy/runtime.cc | 2 +-
apps/bundle_deploy/test.cc | 4 +-
apps/bundle_deploy/test_static.c | 8 +-
apps/extension/tests/test_ext.py | 12 +-
apps/howto_deploy/cpp_deploy.cc | 16 +-
apps/howto_deploy/tvm_runtime_pack.cc | 6 +-
apps/ios_rpc/tests/ios_rpc_mobilenet.py | 12 +-
apps/ios_rpc/tests/ios_rpc_test.py | 16 +-
apps/ios_rpc/tvmrpc.xcodeproj/project.pbxproj | 4 +-
apps/ios_rpc/tvmrpc/TVMRuntime.mm | 4 +-
apps/microtvm/README.md | 17 +-
.../{reference-vm/zephyr => }/pyproject.toml | 10 +-
apps/microtvm/reference-vm/zephyr/rebuild-tvm.sh | 2 +-
apps/microtvm/{ => zephyr}/README.md | 11 +-
.../microtvm/zephyr/demo_runtime}/CMakeLists.txt | 1 -
apps/microtvm/{ => zephyr/demo_runtime}/README.md | 15 +-
.../boards/nrf5340dk_nrf5340_cpuapp.conf | 20 +-
.../zephyr/demo_runtime/boards/nucleo_f746zg.conf | 19 +-
.../zephyr/demo_runtime/boards/qemu_x86.conf | 11 +-
.../microtvm/zephyr/demo_runtime}/crt/crt_config.h | 2 +-
.../microtvm/zephyr/demo_runtime}/prj.conf | 7 +-
.../demo_runtime}/qemu-hack/qemu-system-i386 | 0
.../microtvm/zephyr/demo_runtime}/src/main.c | 226 ++++---
apps/topi_recipe/conv/depthwise_conv2d_test.py | 44 +-
apps/topi_recipe/conv/test_conv2d_hwcn_map.py | 10 +-
apps/topi_recipe/conv/test_conv_int8_arm.py | 12 +-
apps/topi_recipe/conv/test_conv_int8_intel.py | 12 +-
apps/topi_recipe/gemm/android_gemm_square.py | 14 +-
apps/topi_recipe/gemm/cuda_gemm_square.py | 12 +-
apps/topi_recipe/gemm/gemm_int8.py | 10 +-
apps/topi_recipe/reduce/test_reduce_map.py | 4 +-
apps/topi_recipe/rnn/lstm.py | 14 +-
apps/topi_recipe/rnn/matexp.py | 10 +-
apps/wasm-standalone/wasm-graph/src/types.rs | 4 +-
cmake/config.cmake | 14 +-
cmake/modules/CUDA.cmake | 10 +-
cmake/modules/LibInfo.cmake | 6 +-
cmake/modules/StandaloneCrt.cmake | 6 +-
cmake/modules/contrib/ArmComputeLib.cmake | 22 +-
cmake/modules/contrib/TensorRT.cmake | 2 +-
conda/recipe/bld.bat | 2 +-
conda/recipe/build.sh | 2 +-
docker/Dockerfile.demo_android | 2 +-
docker/install/install_tvm_cpu.sh | 2 +-
docker/install/ubuntu1804_install_llvm.sh | 2 +-
docker/install/ubuntu_install_core.sh | 8 +-
docker/install/ubuntu_install_llvm.sh | 2 +-
.../{graph_runtime.rst => graph_executor.rst} | 4 +-
docs/api/python/index.rst | 2 +-
docs/api/python/relay/backend.rst | 2 +-
docs/conf.py | 3 +
docs/contribute/code_guide.rst | 2 +-
docs/deploy/arm_compute_lib.rst | 14 +-
docs/deploy/bnns.rst | 6 +-
docs/deploy/hls.rst | 8 +-
docs/deploy/tensorrt.rst | 4 +-
docs/deploy/vitis_ai.rst | 16 +-
docs/dev/codebase_walkthrough.rst | 8 +-
docs/dev/debugger.rst | 14 +-
docs/dev/index.rst | 4 +-
docs/dev/microtvm_design.rst | 22 +-
docs/dev/relay_bring_your_own_codegen.rst | 8 +-
docs/dev/virtual_machine.rst | 10 +-
docs/index.rst | 2 +-
docs/install/from_source.rst | 2 +-
docs/microtvm/index.rst | 2 +-
golang/sample/complex.go | 10 +-
golang/sample/simple.go | 2 +-
golang/src/array_test.go | 24 +-
golang/src/{context.go => device.go} | 68 +--
golang/src/function_test.go | 2 +-
golang/src/ndarray.go | 18 +-
golang/src/tvm_runtime_pack.cc | 4 +-
golang/src/value.go | 4 +-
include/tvm/arith/analyzer.h | 10 +
include/tvm/arith/iter_affine_map.h | 5 +-
include/tvm/relay/analysis.h | 8 +-
include/tvm/relay/attrs/transform.h | 14 +-
include/tvm/relay/interpreter.h | 4 +-
include/tvm/runtime/c_runtime_api.h | 49 +-
include/tvm/runtime/crt/crt.h | 6 +-
include/tvm/runtime/crt/error_codes.h | 10 +-
.../crt/{graph_runtime.h => graph_executor.h} | 56 +-
...ph_runtime_module.h => graph_executor_module.h} | 14 +-
include/tvm/runtime/crt/memory.h | 8 +-
include/tvm/runtime/crt/platform.h | 8 +-
include/tvm/runtime/device_api.h | 131 ++---
include/tvm/runtime/logging.h | 198 +++++--
include/tvm/runtime/ndarray.h | 66 ++-
include/tvm/runtime/packed_func.h | 40 +-
include/tvm/runtime/profiling.h | 16 +-
include/tvm/runtime/serializer.h | 16 +-
include/tvm/runtime/vm/executable.h | 34 +-
include/tvm/runtime/vm/memory_manager.h | 35 +-
include/tvm/runtime/vm/vm.h | 16 +-
include/tvm/tir/analysis.h | 6 +
include/tvm/tir/stmt.h | 6 +-
jvm/README.md | 8 +-
.../src/main/java/org/apache/tvm/ArgTypeCode.java | 2 +-
.../apache/tvm/{TVMContext.java => Device.java} | 68 +--
jvm/core/src/main/java/org/apache/tvm/LibInfo.java | 2 +-
jvm/core/src/main/java/org/apache/tvm/NDArray.java | 32 +-
.../{GraphRuntime.java => GraphExecutor.java} | 18 +-
.../java/org/apache/tvm/contrib/GraphModule.java | 20 +-
.../main/java/org/apache/tvm/rpc/RPCSession.java | 86 +--
...{TVMRemoteContext.java => TVMRemoteDevice.java} | 6 +-
.../src/test/java/org/apache/tvm/ModuleTest.java | 14 +-
...raphRuntimeTest.java => GraphExecutorTest.java} | 22 +-
...est_graph_runtime.py => test_graph_executor.py} | 2 +-
jvm/native/src/main/native/jni_helper_func.h | 14 +-
.../src/main/native/org_apache_tvm_native_c_api.cc | 2 +-
python/tvm/__init__.py | 2 +-
python/tvm/_ffi/_ctypes/packed_func.py | 10 +-
python/tvm/_ffi/_ctypes/types.py | 16 +-
python/tvm/_ffi/_cython/base.pxi | 10 +-
python/tvm/_ffi/_cython/packed_func.pxi | 12 +-
python/tvm/_ffi/runtime_ctypes.py | 16 +-
python/tvm/arith/__init__.py | 2 +-
python/tvm/arith/iter_affine_map.py | 30 +-
python/tvm/auto_scheduler/measure.py | 32 +-
python/tvm/auto_scheduler/relay_integration.py | 36 +-
python/tvm/auto_scheduler/search_task.py | 9 +-
python/tvm/autotvm/measure/measure_methods.py | 22 +-
python/tvm/autotvm/task/relay_integration.py | 8 +-
python/tvm/contrib/coreml_runtime.py | 12 +-
...uda_graph_runtime.py => cuda_graph_executor.py} | 38 +-
.../{debug_runtime.py => debug_executor.py} | 58 +-
python/tvm/contrib/debugger/debug_runtime.py | 228 +-------
.../{graph_runtime.py => graph_executor.py} | 84 +--
python/tvm/contrib/graph_runtime.py | 295 +---------
python/tvm/contrib/peak.py | 48 +-
python/tvm/contrib/sparse.py | 16 +-
python/tvm/contrib/target/coreml.py | 4 +-
python/tvm/contrib/tflite_runtime.py | 16 +-
python/tvm/driver/build_module.py | 4 +-
python/tvm/driver/tvmc/compiler.py | 2 +-
python/tvm/driver/tvmc/runner.py | 20 +-
python/tvm/micro/__init__.py | 4 +-
python/tvm/micro/contrib/zephyr.py | 5 +-
python/tvm/micro/model_library_format.py | 6 +-
python/tvm/micro/session.py | 54 +-
python/tvm/relay/analysis/analysis.py | 10 +-
python/tvm/relay/analysis/sparse_dense.py | 23 +
...untime_codegen.py => graph_executor_codegen.py} | 12 +-
...untime_factory.py => graph_executor_factory.py} | 14 +-
python/tvm/relay/backend/interpreter.py | 10 +-
python/tvm/relay/backend/vm.py | 14 +-
python/tvm/relay/build_module.py | 58 +-
python/tvm/relay/frontend/common.py | 8 +-
python/tvm/relay/frontend/onnx.py | 3 +-
python/tvm/relay/frontend/tflite.py | 2 +-
python/tvm/relay/op/_transform.py | 19 +-
python/tvm/relay/op/annotation/annotation.py | 10 +-
python/tvm/relay/op/contrib/arm_compute_lib.py | 2 +-
python/tvm/relay/op/contrib/tensorrt.py | 2 +-
python/tvm/relay/op/memory/memory.py | 10 +-
python/tvm/relay/op/strategy/arm_cpu.py | 7 +-
python/tvm/relay/op/strategy/cuda.py | 19 +-
python/tvm/relay/op/strategy/generic.py | 29 +-
python/tvm/relay/op/strategy/x86.py | 8 +-
python/tvm/relay/op/tensor.py | 20 +-
python/tvm/relay/op/transform.py | 65 ++-
python/tvm/relay/quantize/_calibrate.py | 8 +-
python/tvm/relay/testing/__init__.py | 4 +-
python/tvm/relay/testing/init.py | 2 +-
python/tvm/relay/transform/memory_plan.py | 31 +-
python/tvm/rpc/client.py | 32 +-
python/tvm/runtime/__init__.py | 4 +-
python/tvm/runtime/module.py | 35 +-
python/tvm/runtime/ndarray.py | 127 ++--
python/tvm/runtime/profiler_vm.py | 6 +-
python/tvm/runtime/vm.py | 89 ++-
python/tvm/target/target.py | 20 +-
python/tvm/testing.py | 14 +-
python/tvm/tir/buffer.py | 8 +-
python/tvm/topi/__init__.py | 2 +-
python/tvm/topi/arm_cpu/__init__.py | 1 +
python/tvm/topi/arm_cpu/group_conv2d.py | 370 ++++++++++++
python/tvm/topi/cuda/nms.py | 8 +-
python/tvm/topi/cuda/scan.py | 196 ++++++-
python/tvm/topi/cumsum.py | 121 ----
python/tvm/topi/nn/sparse.py | 2 +-
python/tvm/topi/random/kernel.py | 6 +-
python/tvm/topi/scan.py | 236 ++++++++
python/tvm/topi/sort.py | 6 +-
python/tvm/topi/sparse/utils.py | 126 ++++
python/tvm/topi/testing/common.py | 8 +-
python/tvm/topi/unique.py | 2 +-
python/tvm/topi/vision/nms.py | 8 +-
python/tvm/topi/x86/__init__.py | 1 +
python/tvm/topi/x86/group_conv2d.py | 371 ++++++++++++
rust/tvm-graph-rt/Cargo.toml | 8 +-
{apps/microtvm => rust/tvm-graph-rt}/README.md | 12 +-
rust/tvm-graph-rt/src/array.rs | 12 +-
rust/tvm-graph-rt/src/graph.rs | 16 +-
rust/tvm-macros/Cargo.toml | 2 +-
{apps/microtvm => rust/tvm-macros}/README.md | 12 +-
rust/tvm-rt/Cargo.toml | 10 +-
rust/tvm-rt/src/{context.rs => device.rs} | 14 +-
rust/tvm-rt/src/lib.rs | 12 +-
rust/tvm-rt/src/ndarray.rs | 72 ++-
rust/tvm-sys/Cargo.toml | 11 +-
{apps/microtvm => rust/tvm-sys}/README.md | 16 +-
rust/tvm-sys/build.rs | 136 +++--
rust/tvm-sys/src/array.rs | 4 +-
rust/tvm-sys/src/byte_array.rs | 6 +-
rust/tvm-sys/src/{context.rs => device.rs} | 112 ++--
rust/tvm-sys/src/lib.rs | 6 +-
rust/tvm-sys/src/packed_func.rs | 8 +-
rust/tvm-sys/src/value.rs | 12 +-
rust/tvm/Cargo.toml | 6 +-
rust/tvm/README.md | 8 +-
rust/tvm/examples/resnet/src/build_resnet.py | 10 +-
rust/tvm/examples/resnet/src/main.rs | 8 +-
rust/tvm/src/ir/diagnostics/mod.rs | 2 +-
rust/tvm/src/lib.rs | 6 +-
rust/tvm/src/runtime/graph_rt.rs | 34 +-
rust/tvm/tests/basics/src/main.rs | 12 +-
rust/tvm/tests/callback/src/bin/array.rs | 2 +-
src/arith/analyzer.cc | 7 +
src/arith/iter_affine_map.cc | 511 +++++++++++++---
src/arith/solve_linear_inequality.cc | 51 +-
src/auto_scheduler/search_task.cc | 16 +-
src/contrib/tf_op/tvm_dso_op_kernels.cc | 10 +-
src/node/structural_hash.cc | 6 +-
src/parser/parser.cc | 12 +-
src/printer/relay_text_printer.cc | 2 +-
src/relay/analysis/context_analysis.cc | 86 +--
src/relay/analysis/get_calibration_data.cc | 4 +-
src/relay/analysis/util.cc | 2 +-
src/relay/backend/build_module.cc | 6 +-
src/relay/backend/compile_engine.cc | 2 +-
.../backend/contrib/arm_compute_lib/codegen.cc | 6 +-
src/relay/backend/contrib/tensorrt/codegen.cc | 12 +-
...untime_codegen.cc => graph_executor_codegen.cc} | 26 +-
src/relay/backend/graph_plan_memory.cc | 4 +-
src/relay/backend/interpreter.cc | 42 +-
src/relay/backend/vm/compiler.cc | 10 +-
src/relay/backend/vm/compiler.h | 2 +-
src/relay/op/memory/memory.cc | 6 +-
src/relay/op/memory/memory.h | 2 +-
src/relay/op/tensor/transform.cc | 34 +-
src/relay/transforms/fold_constant.cc | 28 +-
src/relay/transforms/memory_alloc.cc | 53 +-
src/relay/transforms/partial_eval.cc | 20 +-
src/relay/transforms/partition_graph.cc | 2 +-
src/runtime/c_runtime_api.cc | 129 ++--
.../contrib/arm_compute_lib/acl_allocator.cc | 8 +-
.../contrib/arm_compute_lib/acl_allocator.h | 8 +-
src/runtime/contrib/arm_compute_lib/acl_runtime.cc | 8 +-
src/runtime/contrib/coreml/coreml_runtime.mm | 4 +-
src/runtime/contrib/cudnn/conv_forward.cc | 4 +-
src/runtime/contrib/cudnn/cudnn_utils.cc | 4 +-
src/runtime/contrib/cudnn/cudnn_utils.h | 2 +-
src/runtime/contrib/edgetpu/edgetpu_runtime.cc | 8 +-
src/runtime/contrib/edgetpu/edgetpu_runtime.h | 8 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 3 +-
src/runtime/contrib/miopen/conv_forward.cc | 22 +-
src/runtime/contrib/miopen/miopen_utils.cc | 4 +-
src/runtime/contrib/miopen/miopen_utils.h | 2 +-
src/runtime/contrib/mps/conv.mm | 20 +-
src/runtime/contrib/mps/gemm.mm | 8 +-
src/runtime/contrib/nnpack/convolution.cc | 16 +-
src/runtime/contrib/random/mt_random_engine.cc | 6 +-
src/runtime/contrib/random/random.cc | 2 +-
src/runtime/contrib/tensorrt/tensorrt_builder.cc | 4 +-
src/runtime/contrib/tensorrt/tensorrt_runtime.cc | 10 +-
src/runtime/contrib/tflite/tflite_runtime.cc | 10 +-
src/runtime/contrib/tflite/tflite_runtime.h | 10 +-
src/runtime/cpu_device_api.cc | 25 +-
src/runtime/crt/Makefile | 4 +-
src/runtime/crt/common/crt_backend_api.c | 8 +-
src/runtime/crt/common/crt_runtime_api.c | 56 +-
src/runtime/crt/common/ndarray.c | 32 +-
.../graph_executor.c} | 409 ++++++-------
.../{graph_runtime => graph_executor}/load_json.c | 22 +-
.../graph_executor_module.c} | 124 ++--
src/runtime/crt/host/main.cc | 18 +-
.../tvm/runtime/crt/internal/common/ndarray.h | 4 +-
.../graph_executor.h} | 70 +--
.../{graph_runtime => graph_executor}/load_json.h | 14 +-
src/runtime/crt/memory/memory.c | 6 +-
src/runtime/crt/utvm_rpc_server/rpc_server.cc | 6 +-
src/runtime/cuda/cuda_device_api.cc | 99 ++--
.../cuda_graph/graph_runtime_cuda_graph.cc | 49 +-
.../debug/graph_executor_debug.cc} | 58 +-
.../graph_executor.cc} | 129 ++--
.../graph_executor.h} | 33 +-
.../graph_executor_factory.cc} | 133 ++---
.../graph_executor_factory.h} | 56 +-
src/runtime/hexagon/hexagon_device_api.cc | 72 +--
src/runtime/hexagon/hexagon_module.cc | 34 +-
src/runtime/hexagon/hexagon_module.h | 2 +-
src/runtime/library_module.cc | 42 +-
src/runtime/library_module.h | 12 +
src/runtime/logging.cc | 33 +-
src/runtime/metadata_module.cc | 2 +-
src/runtime/metal/metal_common.h | 52 +-
src/runtime/metal/metal_device_api.mm | 69 ++-
src/runtime/metal/metal_module.mm | 6 +-
...tvm_graph_runtime.cc => utvm_graph_executor.cc} | 32 +-
...{utvm_graph_runtime.h => utvm_graph_executor.h} | 28 +-
src/runtime/micro/standalone/utvm_runtime.cc | 14 +-
src/runtime/minrpc/minrpc_server.h | 42 +-
src/runtime/minrpc/rpc_reference.h | 16 +-
src/runtime/ndarray.cc | 59 +-
src/runtime/object.cc | 2 +-
src/runtime/opencl/aocl/aocl_common.h | 2 +-
src/runtime/opencl/aocl/aocl_device_api.cc | 4 +-
src/runtime/opencl/opencl_common.h | 42 +-
src/runtime/opencl/opencl_device_api.cc | 47 +-
src/runtime/opencl/opencl_module.cc | 4 +-
src/runtime/opencl/sdaccel/sdaccel_common.h | 2 +-
src/runtime/opencl/sdaccel/sdaccel_device_api.cc | 4 +-
src/runtime/profiling.cc | 20 +-
src/runtime/rocm/rocm_device_api.cc | 84 +--
src/runtime/rpc/rpc_device_api.cc | 79 ++-
src/runtime/rpc/rpc_endpoint.cc | 82 ++-
src/runtime/rpc/rpc_endpoint.h | 4 +-
src/runtime/rpc/rpc_local_session.cc | 20 +-
src/runtime/rpc/rpc_local_session.h | 2 +-
src/runtime/rpc/rpc_module.cc | 72 +--
src/runtime/rpc/rpc_session.cc | 4 +-
src/runtime/rpc/rpc_session.h | 18 +-
src/runtime/stackvm/stackvm.cc | 8 +-
src/runtime/vm/executable.cc | 76 ++-
src/runtime/vm/memory_manager.cc | 39 +-
src/runtime/vm/naive_allocator.h | 10 +-
src/runtime/vm/pooled_allocator.h | 12 +-
src/runtime/vm/profiler/vm.cc | 9 +-
src/runtime/vm/vm.cc | 89 +--
src/runtime/vulkan/vulkan.cc | 79 ++-
src/runtime/workspace_pool.cc | 42 +-
src/runtime/workspace_pool.h | 8 +-
src/support/ffi_testing.cc | 10 +-
src/support/libinfo.cc | 18 +-
src/target/llvm/codegen_amdgpu.cc | 12 +-
src/target/llvm/codegen_hexagon.cc | 6 +-
src/target/llvm/codegen_params.cc | 2 +-
src/target/metadata_module.cc | 2 +-
src/target/source/codegen_c.cc | 20 +-
src/target/target_kind.cc | 2 +-
.../schedule_postproc_rewrite_for_tensor_core.cc | 4 +-
.../tir/analysis/expr_complexity.cc | 56 +-
src/tir/ir/script/script_complete.cc | 26 +-
src/tir/transforms/lower_tvm_builtin.cc | 4 +-
src/tir/transforms/make_packed_api.cc | 6 +-
tests/azure-pipelines/main.yml | 6 +-
tests/cpp/build_module_test.cc | 8 +-
tests/cpp/container_test.cc | 2 +-
tests/cpp/contrib/bnns.cc | 4 +-
tests/cpp/packed_func_test.cc | 4 +-
tests/cpp/profiling.cc | 8 +-
tests/cpp/relay_build_module_test.cc | 6 +-
tests/crt/memory_test.cc | 8 +-
tests/lint/check_file_type.py | 15 +-
tests/micro/qemu/.gitignore | 2 -
tests/micro/qemu/zephyr-runtime/.gitignore | 3 -
tests/micro/test_runtime_micro_on_arm.py | 16 +-
{apps/microtvm => tests/micro/zephyr}/README.md | 28 +-
tests/micro/{qemu => zephyr}/conftest.py | 3 +
tests/micro/{qemu => zephyr}/test_zephyr.py | 91 ++-
tests/micro/zephyr/testdata/digit-2.jpg | Bin 0 -> 572 bytes
tests/micro/zephyr/testdata/digit-9.jpg | Bin 0 -> 535 bytes
tests/micro/zephyr/testdata/mnist-8.onnx | Bin 0 -> 26454 bytes
.../test_minimal_target_codegen_llvm.py | 14 +-
.../test_runtime_ndarray.py | 8 +-
.../test_runtime_packed_func.py | 12 +-
.../contrib/test_arm_compute_lib/infrastructure.py | 4 +-
tests/python/contrib/test_bnns/infrastructure.py | 4 +-
.../contrib/test_bnns/test_onnx_topologies.py | 6 +-
tests/python/contrib/test_cblas.py | 24 +-
tests/python/contrib/test_coreml_codegen.py | 6 +-
tests/python/contrib/test_coreml_runtime.py | 14 +-
tests/python/contrib/test_cublas.py | 24 +-
tests/python/contrib/test_cudnn.py | 28 +-
tests/python/contrib/test_edgetpu_runtime.py | 6 +-
tests/python/contrib/test_ethosn/infrastructure.py | 6 +-
tests/python/contrib/test_gemm_acc16.py | 10 +-
tests/python/contrib/test_gemm_acc32_vnni.py | 10 +-
tests/python/contrib/test_miopen.py | 10 +-
tests/python/contrib/test_mps.py | 16 +-
tests/python/contrib/test_mxnet_bridge.py | 8 +-
tests/python/contrib/test_nnpack.py | 28 +-
tests/python/contrib/test_onnx.py | 4 +-
tests/python/contrib/test_onnx_model.py | 4 +-
tests/python/contrib/test_random.py | 20 +-
tests/python/contrib/test_rocblas.py | 16 +-
tests/python/contrib/test_sort.py | 26 +-
tests/python/contrib/test_sparse.py | 24 +-
tests/python/contrib/test_tensorrt.py | 42 +-
tests/python/contrib/test_tflite_runtime.py | 1 -
tests/python/contrib/test_thrust.py | 24 +-
.../contrib/test_verilator/infrastructure.py | 4 +-
.../python/contrib/test_vitis_ai/infrastructure.py | 9 +-
.../test_vitis_ai_runtime_cpu_part.py | 2 +-
tests/python/frontend/caffe/test_forward.py | 6 +-
tests/python/frontend/caffe2/test_forward.py | 10 +-
tests/python/frontend/coreml/test_forward.py | 106 ++--
tests/python/frontend/darknet/test_forward.py | 6 +-
tests/python/frontend/keras/test_forward.py | 10 +-
tests/python/frontend/mxnet/test_forward.py | 264 ++++-----
tests/python/frontend/mxnet/test_qnn_ops_utils.py | 6 +-
tests/python/frontend/onnx/test_forward.py | 119 ++--
tests/python/frontend/pytorch/qnn_test.py | 2 +-
tests/python/frontend/pytorch/test_forward.py | 14 +-
tests/python/frontend/pytorch/test_lstm.py | 10 +-
.../frontend/pytorch/test_object_detection.py | 4 +-
.../python/frontend/tensorflow/test_bn_dynamic.py | 6 +-
tests/python/frontend/tensorflow/test_forward.py | 32 +-
tests/python/frontend/tflite/test_forward.py | 14 +-
tests/python/integration/test_dot.py | 8 +-
tests/python/integration/test_ewise.py | 58 +-
tests/python/integration/test_ewise_fpga.py | 20 +-
tests/python/integration/test_gemm.py | 12 +-
tests/python/integration/test_reduce.py | 94 +--
tests/python/integration/test_scan.py | 6 +-
tests/python/integration/test_tuning.py | 2 +-
tests/python/integration/test_winograd_nnpack.py | 10 +-
.../quantization/test_quantization_accuracy.py | 6 +-
tests/python/relay/benchmarking/benchmark_vm.py | 30 +-
tests/python/relay/dyn/test_dynamic_op_level10.py | 18 +-
tests/python/relay/dyn/test_dynamic_op_level2.py | 8 +-
tests/python/relay/dyn/test_dynamic_op_level3.py | 6 +-
tests/python/relay/dyn/test_dynamic_op_level4.py | 4 +-
tests/python/relay/dyn/test_dynamic_op_level5.py | 4 +-
tests/python/relay/dyn/test_dynamic_op_level6.py | 4 +-
tests/python/relay/test_adt.py | 4 +-
tests/python/relay/test_any.py | 12 +-
.../test_auto_scheduler_layout_rewrite_networks.py | 6 +-
tests/python/relay/test_auto_scheduler_tuning.py | 6 +-
tests/python/relay/test_backend_compile_engine.py | 6 +-
...h_runtime.py => test_backend_graph_executor.py} | 12 +-
tests/python/relay/test_backend_interpreter.py | 8 +-
tests/python/relay/test_cpp_build_module.py | 28 +-
tests/python/relay/test_external_codegen.py | 20 +-
tests/python/relay/test_json_runtime.py | 20 +-
tests/python/relay/test_op_fast_math.py | 8 +-
tests/python/relay/test_op_grad_level1.py | 8 +-
tests/python/relay/test_op_grad_level2.py | 12 +-
tests/python/relay/test_op_grad_level3.py | 8 +-
tests/python/relay/test_op_level1.py | 40 +-
tests/python/relay/test_op_level10.py | 60 +-
tests/python/relay/test_op_level2.py | 114 ++--
tests/python/relay/test_op_level3.py | 187 +++---
tests/python/relay/test_op_level4.py | 44 +-
tests/python/relay/test_op_level5.py | 88 +--
tests/python/relay/test_op_level6.py | 12 +-
tests/python/relay/test_op_qnn_add.py | 12 +-
tests/python/relay/test_op_qnn_concatenate.py | 12 +-
tests/python/relay/test_op_qnn_conv2_transpose.py | 4 +-
tests/python/relay/test_op_qnn_conv2d.py | 10 +-
tests/python/relay/test_op_qnn_dense.py | 4 +-
tests/python/relay/test_op_qnn_dequantize.py | 8 +-
tests/python/relay/test_op_qnn_mul.py | 12 +-
tests/python/relay/test_op_qnn_quantize.py | 8 +-
tests/python/relay/test_op_qnn_requantize.py | 4 +-
.../relay/test_op_qnn_simulated_dequantize.py | 4 +-
.../python/relay/test_op_qnn_simulated_quantize.py | 4 +-
tests/python/relay/test_op_qnn_subtract.py | 2 +-
tests/python/relay/test_param_dict.py | 12 +-
tests/python/relay/test_pass_alter_op_layout.py | 6 +-
tests/python/relay/test_pass_annotate_target.py | 16 +-
tests/python/relay/test_pass_annotation.py | 174 +++---
tests/python/relay/test_pass_auto_quantize.py | 4 +-
tests/python/relay/test_pass_dynamic_to_static.py | 8 +-
.../relay/test_pass_fold_explicit_padding.py | 4 +-
tests/python/relay/test_pass_fuse_ops.py | 4 +-
tests/python/relay/test_pass_legalize.py | 2 +-
.../python/relay/test_pass_legalize_tensorcore.py | 2 +-
tests/python/relay/test_pass_manager.py | 24 +-
tests/python/relay/test_pass_partial_eval.py | 4 +-
tests/python/relay/test_pass_partition_graph.py | 22 +-
tests/python/relay/test_pass_qnn_legalize.py | 2 +-
tests/python/relay/test_pass_to_a_normal_form.py | 8 +-
.../relay/test_pass_to_basic_block_normal_form.py | 8 +-
.../python/relay/test_pass_to_graph_normal_form.py | 4 +-
tests/python/relay/test_prng.py | 23 +-
tests/python/relay/test_simplify_fc_transpose.py | 6 +-
tests/python/relay/test_sparse_dense_convert.py | 6 +-
tests/python/relay/test_tensor_array.py | 7 +-
tests/python/relay/test_vm.py | 130 +++--
tests/python/relay/test_vm_serialization.py | 18 +-
tests/python/topi/python/test_fifo_buffer.py | 70 +--
tests/python/topi/python/test_topi_argwhere.py | 24 +-
tests/python/topi/python/test_topi_batch_matmul.py | 24 +-
.../python/test_topi_batch_matmul_tensorcore.py | 8 +-
.../topi/python/test_topi_batch_to_space_nd.py | 18 +-
.../topi/python/test_topi_bitserial_conv2d.py | 16 +-
.../topi/python/test_topi_bitserial_conv2d_rasp.py | 8 +-
.../topi/python/test_topi_bitserial_dense.py | 8 +-
tests/python/topi/python/test_topi_bnn.py | 12 +-
tests/python/topi/python/test_topi_broadcast.py | 114 ++--
tests/python/topi/python/test_topi_clip.py | 18 +-
tests/python/topi/python/test_topi_conv1d.py | 20 +-
.../topi/python/test_topi_conv1d_transpose_ncw.py | 24 +-
tests/python/topi/python/test_topi_conv2d_NCHWc.py | 10 +-
tests/python/topi/python/test_topi_conv2d_hwcn.py | 36 +-
.../python/test_topi_conv2d_hwnc_tensorcore.py | 26 +-
tests/python/topi/python/test_topi_conv2d_int8.py | 110 ++--
tests/python/topi/python/test_topi_conv2d_nchw.py | 40 +-
tests/python/topi/python/test_topi_conv2d_nhwc.py | 8 +-
.../topi/python/test_topi_conv2d_nhwc_pack_int8.py | 8 +-
.../python/test_topi_conv2d_nhwc_tensorcore.py | 12 +-
.../topi/python/test_topi_conv2d_nhwc_winograd.py | 10 +-
.../topi/python/test_topi_conv2d_transpose_nchw.py | 36 +-
.../topi/python/test_topi_conv2d_winograd.py | 20 +-
tests/python/topi/python/test_topi_conv3d_ncdhw.py | 26 +-
tests/python/topi/python/test_topi_conv3d_ndhwc.py | 22 +-
.../python/test_topi_conv3d_ndhwc_tensorcore.py | 10 +-
.../python/test_topi_conv3d_transpose_ncdhw.py | 24 +-
.../topi/python/test_topi_conv3d_winograd.py | 10 +-
tests/python/topi/python/test_topi_correlation.py | 20 +-
tests/python/topi/python/test_topi_cumsum.py | 79 ---
.../topi/python/test_topi_deformable_conv2d.py | 20 +-
tests/python/topi/python/test_topi_dense.py | 26 +-
.../topi/python/test_topi_dense_tensorcore.py | 10 +-
.../python/topi/python/test_topi_depth_to_space.py | 10 +-
.../topi/python/test_topi_depthwise_conv2d.py | 130 ++---
.../test_topi_depthwise_conv2d_back_input.py | 10 +-
.../test_topi_depthwise_conv2d_back_weight.py | 10 +-
tests/python/topi/python/test_topi_dilate.py | 6 +-
tests/python/topi/python/test_topi_einsum.py | 6 +-
tests/python/topi/python/test_topi_group_conv2d.py | 90 +--
.../python/test_topi_group_conv2d_NCHWc_int8.py | 10 +-
tests/python/topi/python/test_topi_image.py | 96 +--
tests/python/topi/python/test_topi_lrn.py | 6 +-
tests/python/topi/python/test_topi_math.py | 86 +--
tests/python/topi/python/test_topi_matmul.py | 6 +-
tests/python/topi/python/test_topi_pooling.py | 114 ++--
tests/python/topi/python/test_topi_prng.py | 40 +-
tests/python/topi/python/test_topi_qnn.py | 54 +-
tests/python/topi/python/test_topi_reduce.py | 16 +-
tests/python/topi/python/test_topi_relu.py | 36 +-
tests/python/topi/python/test_topi_reorg.py | 6 +-
tests/python/topi/python/test_topi_scan.py | 144 +++++
tests/python/topi/python/test_topi_scatter.py | 6 +-
tests/python/topi/python/test_topi_softmax.py | 26 +-
tests/python/topi/python/test_topi_sort.py | 72 +--
.../topi/python/test_topi_space_to_batch_nd.py | 18 +-
.../python/topi/python/test_topi_space_to_depth.py | 10 +-
tests/python/topi/python/test_topi_sparse.py | 85 +--
tests/python/topi/python/test_topi_tensor.py | 62 +-
tests/python/topi/python/test_topi_transform.py | 646 ++++++++++-----------
tests/python/topi/python/test_topi_unique.py | 18 +-
tests/python/topi/python/test_topi_upsampling.py | 36 +-
tests/python/topi/python/test_topi_vision.py | 190 +++---
.../python/unittest/test_arith_iter_affine_map.py | 125 +++-
.../unittest/test_auto_scheduler_layout_rewrite.py | 24 +-
.../unittest/test_auto_scheduler_search_policy.py | 2 +-
tests/python/unittest/test_crt.py | 34 +-
tests/python/unittest/test_link_params.py | 22 +-
.../unittest/test_micro_model_library_format.py | 4 +-
tests/python/unittest/test_runtime_container.py | 2 +-
tests/python/unittest/test_runtime_graph.py | 20 +-
.../unittest/test_runtime_graph_cuda_graph.py | 8 +-
tests/python/unittest/test_runtime_graph_debug.py | 12 +-
.../python/unittest/test_runtime_heterogeneous.py | 24 +-
.../test_runtime_module_based_interface.py | 130 ++---
tests/python/unittest/test_runtime_module_load.py | 24 +-
tests/python/unittest/test_runtime_rpc.py | 38 +-
tests/python/unittest/test_runtime_vm_profiler.py | 4 +-
tests/python/unittest/test_target_codegen_blob.py | 16 +-
tests/python/unittest/test_target_codegen_bool.py | 16 +-
.../python/unittest/test_target_codegen_c_host.py | 40 +-
.../unittest/test_target_codegen_cross_llvm.py | 8 +-
tests/python/unittest/test_target_codegen_cuda.py | 150 ++---
.../python/unittest/test_target_codegen_device.py | 12 +-
.../python/unittest/test_target_codegen_extern.py | 18 +-
tests/python/unittest/test_target_codegen_llvm.py | 72 +--
.../python/unittest/test_target_codegen_opencl.py | 70 +--
tests/python/unittest/test_target_codegen_rocm.py | 36 +-
tests/python/unittest/test_target_codegen_spirv.py | 10 +-
.../python/unittest/test_target_codegen_vulkan.py | 18 +-
tests/python/unittest/test_te_autodiff.py | 2 +-
tests/python/unittest/test_te_hybrid_script.py | 6 +-
...te_schedule_postproc_rewrite_for_tensor_core.py | 20 +-
.../unittest/test_te_schedule_tensor_core.py | 20 +-
tests/python/unittest/test_te_tensor_overload.py | 34 +-
tests/python/unittest/test_tir_buffer.py | 32 +-
tests/python/unittest/test_tir_intrin.py | 28 +-
tests/python/unittest/test_tir_ir_builder.py | 40 +-
.../python/unittest/test_tir_transform_hoist_if.py | 10 +-
...test_tir_transform_instrument_bound_checkers.py | 132 ++---
.../unittest/test_tir_transform_loop_partition.py | 8 +-
.../test_tir_transform_lower_warp_memory.py | 26 +-
tests/python/unittest/test_tvmscript_complete.py | 174 ++++++
tests/python/unittest/test_tvmscript_roundtrip.py | 11 +-
tests/scripts/task_config_build_gpu.sh | 2 +-
tests/scripts/task_java_unittest.sh | 2 +-
tests/scripts/task_python_frontend.sh | 5 +-
tests/scripts/task_python_microtvm.sh | 2 +-
tests/scripts/task_rust.sh | 18 +-
tests/scripts/test.sh | 4 +
tutorials/auto_scheduler/tune_conv2d_layer_cuda.py | 12 +-
tutorials/auto_scheduler/tune_network_arm.py | 46 +-
tutorials/auto_scheduler/tune_network_cuda.py | 10 +-
tutorials/auto_scheduler/tune_network_mali.py | 20 +-
tutorials/auto_scheduler/tune_network_x86.py | 33 +-
tutorials/auto_scheduler/tune_sparse_x86.py | 49 +-
tutorials/autotvm/tune_conv2d_cuda.py | 10 +-
tutorials/autotvm/tune_relay_arm.py | 8 +-
tutorials/autotvm/tune_relay_cuda.py | 8 +-
tutorials/autotvm/tune_relay_mobile_gpu.py | 8 +-
tutorials/autotvm/tune_relay_x86.py | 8 +-
tutorials/autotvm/tune_simple_template.py | 336 -----------
tutorials/frontend/build_gcn.py | 8 +-
tutorials/frontend/deploy_model_on_android.py | 16 +-
tutorials/frontend/deploy_model_on_rasp.py | 6 +-
.../frontend/deploy_object_detection_pytorch.py | 4 +-
tutorials/frontend/deploy_prequantized.py | 6 +-
tutorials/frontend/deploy_prequantized_tflite.py | 8 +-
tutorials/frontend/deploy_quantized.py | 4 +-
tutorials/frontend/deploy_sparse.py | 22 +-
tutorials/frontend/deploy_ssd_gluoncv.py | 14 +-
tutorials/frontend/from_caffe2.py | 6 +-
tutorials/frontend/from_coreml.py | 6 +-
tutorials/frontend/from_darknet.py | 6 +-
tutorials/frontend/from_keras.py | 4 +-
tutorials/frontend/from_mxnet.py | 6 +-
tutorials/frontend/from_pytorch.py | 6 +-
tutorials/frontend/from_tensorflow.py | 8 +-
tutorials/frontend/from_tflite.py | 2 +-
tutorials/frontend/using_external_lib.py | 10 +-
tutorials/get_started/README.txt | 4 +-
tutorials/get_started/autotvm_matmul.py | 376 ++++++++++++
tutorials/get_started/cross_compilation_and_rpc.py | 14 +-
tutorials/get_started/install.py | 49 ++
tutorials/get_started/introduction.py | 132 +++++
tutorials/get_started/relay_quick_start.py | 10 +-
tutorials/get_started/tensor_expr_get_started.py | 18 +-
tutorials/get_started/tune_matmul_x86.py | 12 +-
tutorials/language/extern_op.py | 12 +-
tutorials/language/reduction.py | 6 +-
tutorials/language/scan.py | 6 +-
tutorials/language/tensorize.py | 10 +-
tutorials/micro/micro_tflite.py | 13 +-
tutorials/optimize/opt_conv_cuda.py | 10 +-
tutorials/optimize/opt_conv_tensorcore.py | 12 +-
tutorials/optimize/opt_gemm.py | 34 +-
tutorials/optimize/opt_matmul_auto_tensorcore.py | 12 +-
tutorials/topi/intro_topi.py | 8 +-
vta/python/vta/testing/simulator.py | 26 +-
vta/python/vta/top/graphpack.py | 10 +-
vta/runtime/device_api.cc | 28 +-
vta/scripts/tune_resnet.py | 8 +-
.../python/integration/test_benchmark_gemm.py | 10 +-
.../integration/test_benchmark_topi_conv2d.py | 12 +-
.../test_benchmark_topi_conv2d_transpose.py | 10 +-
.../integration/test_benchmark_topi_dense.py | 10 +-
.../test_benchmark_topi_group_conv2d.py | 12 +-
vta/tests/python/unittest/test_vta_insn.py | 44 +-
vta/tutorials/autotvm/tune_relay_vta.py | 6 +-
vta/tutorials/frontend/deploy_classification.py | 12 +-
vta/tutorials/frontend/legacy/deploy_detection.py | 10 +-
web/apps/node/example.js | 3 +-
web/emcc/tvmjs_support.cc | 39 +-
web/emcc/wasm_runtime.cc | 29 +-
web/emcc/webgpu_runtime.cc | 60 +-
web/src/ctypes.ts | 4 +-
web/src/index.ts | 2 +-
web/src/runtime.ts | 92 ++-
web/tests/node/test_ndarray.js | 2 +-
web/tests/node/test_packed_func.js | 6 +
web/tests/python/webgpu_rpc_test.py | 6 +-
web/tests/python/websock_rpc_test.py | 8 +-
691 files changed, 10900 insertions(+), 8588 deletions(-)
mode change 100644 => 100755 NEWS.md
rename apps/microtvm/{reference-vm/zephyr => }/pyproject.toml (95%)
copy apps/microtvm/{ => zephyr}/README.md (63%)
rename {tests/micro/qemu/zephyr-runtime =>
apps/microtvm/zephyr/demo_runtime}/CMakeLists.txt (99%)
copy apps/microtvm/{ => zephyr/demo_runtime}/README.md (63%)
copy tests/scripts/task_python_microtvm.sh =>
apps/microtvm/zephyr/demo_runtime/boards/nrf5340dk_nrf5340_cpuapp.conf (71%)
mode change 100755 => 100644
copy tests/scripts/task_python_microtvm.sh =>
apps/microtvm/zephyr/demo_runtime/boards/nucleo_f746zg.conf (74%)
mode change 100755 => 100644
rename tests/micro/qemu/zephyr-runtime/sample.yaml =>
apps/microtvm/zephyr/demo_runtime/boards/qemu_x86.conf (78%)
rename {tests/micro/qemu/zephyr-runtime =>
apps/microtvm/zephyr/demo_runtime}/crt/crt_config.h (98%)
rename {tests/micro/qemu/zephyr-runtime =>
apps/microtvm/zephyr/demo_runtime}/prj.conf (87%)
rename {tests/micro/qemu/zephyr-runtime =>
apps/microtvm/zephyr/demo_runtime}/qemu-hack/qemu-system-i386 (100%)
rename {tests/micro/qemu/zephyr-runtime =>
apps/microtvm/zephyr/demo_runtime}/src/main.c (55%)
rename docs/api/python/{graph_runtime.rst => graph_executor.rst} (92%)
rename golang/src/{context.go => device.go} (58%)
mode change 100644 => 100755 include/tvm/runtime/crt/crt.h
rename include/tvm/runtime/crt/{graph_runtime.h => graph_executor.h} (60%)
rename include/tvm/runtime/crt/{graph_runtime_module.h =>
graph_executor_module.h} (71%)
rename jvm/core/src/main/java/org/apache/tvm/{TVMContext.java => Device.java}
(75%)
rename jvm/core/src/main/java/org/apache/tvm/contrib/{GraphRuntime.java =>
GraphExecutor.java} (87%)
rename jvm/core/src/main/java/org/apache/tvm/rpc/{TVMRemoteContext.java =>
TVMRemoteDevice.java} (86%)
rename jvm/core/src/test/java/org/apache/tvm/contrib/{GraphRuntimeTest.java =>
GraphExecutorTest.java} (85%)
rename jvm/core/src/test/scripts/{test_graph_runtime.py =>
test_graph_executor.py} (98%)
rename python/tvm/contrib/cuda_graph/{cuda_graph_runtime.py =>
cuda_graph_executor.py} (74%)
copy python/tvm/contrib/debugger/{debug_runtime.py => debug_executor.py} (82%)
copy python/tvm/contrib/{graph_runtime.py => graph_executor.py} (76%)
rename python/tvm/relay/backend/{graph_runtime_codegen.py =>
graph_executor_codegen.py} (89%)
rename python/tvm/relay/backend/{graph_runtime_factory.py =>
graph_executor_factory.py} (88%)
create mode 100644 python/tvm/topi/arm_cpu/group_conv2d.py
delete mode 100644 python/tvm/topi/cumsum.py
create mode 100644 python/tvm/topi/scan.py
create mode 100644 python/tvm/topi/sparse/utils.py
create mode 100644 python/tvm/topi/x86/group_conv2d.py
copy {apps/microtvm => rust/tvm-graph-rt}/README.md (63%)
copy {apps/microtvm => rust/tvm-macros}/README.md (63%)
rename rust/tvm-rt/src/{context.rs => device.rs} (91%)
copy {apps/microtvm => rust/tvm-sys}/README.md (63%)
rename rust/tvm-sys/src/{context.rs => device.rs} (71%)
rename src/relay/backend/{graph_runtime_codegen.cc =>
graph_executor_codegen.cc} (96%)
rename src/runtime/crt/{graph_runtime/graph_runtime.c =>
graph_executor/graph_executor.c} (71%)
rename src/runtime/crt/{graph_runtime => graph_executor}/load_json.c (96%)
rename src/runtime/crt/{graph_runtime_module/graph_runtime_module.c =>
graph_executor_module/graph_executor_module.c} (50%)
rename
src/runtime/crt/include/tvm/runtime/crt/internal/{graph_runtime/graph_runtime.h
=> graph_executor/graph_executor.h} (56%)
rename src/runtime/crt/include/tvm/runtime/crt/internal/{graph_runtime =>
graph_executor}/load_json.h (90%)
rename src/runtime/{graph =>
graph_executor}/cuda_graph/graph_runtime_cuda_graph.cc (70%)
rename src/runtime/{graph/debug/graph_runtime_debug.cc =>
graph_executor/debug/graph_executor_debug.cc} (85%)
rename src/runtime/{graph/graph_runtime.cc =>
graph_executor/graph_executor.cc} (82%)
rename src/runtime/{graph/graph_runtime.h => graph_executor/graph_executor.h}
(93%)
rename src/runtime/{graph/graph_runtime_factory.cc =>
graph_executor/graph_executor_factory.cc} (54%)
rename src/runtime/{graph/graph_runtime_factory.h =>
graph_executor/graph_executor_factory.h} (63%)
rename src/runtime/micro/standalone/{utvm_graph_runtime.cc =>
utvm_graph_executor.cc} (94%)
rename src/runtime/micro/standalone/{utvm_graph_runtime.h =>
utvm_graph_executor.h} (87%)
copy tests/cpp/profiling.cc => src/tir/analysis/expr_complexity.cc (53%)
delete mode 100644 tests/micro/qemu/.gitignore
delete mode 100644 tests/micro/qemu/zephyr-runtime/.gitignore
copy {apps/microtvm => tests/micro/zephyr}/README.md (52%)
rename tests/micro/{qemu => zephyr}/conftest.py (94%)
rename tests/micro/{qemu => zephyr}/test_zephyr.py (75%)
create mode 100644 tests/micro/zephyr/testdata/digit-2.jpg
create mode 100644 tests/micro/zephyr/testdata/digit-9.jpg
create mode 100644 tests/micro/zephyr/testdata/mnist-8.onnx
rename tests/python/relay/{test_backend_graph_runtime.py =>
test_backend_graph_executor.py} (95%)
delete mode 100644 tests/python/topi/python/test_topi_cumsum.py
create mode 100644 tests/python/topi/python/test_topi_scan.py
create mode 100644 tests/python/unittest/test_tvmscript_complete.py
create mode 100644 tests/scripts/test.sh
delete mode 100644 tutorials/autotvm/tune_simple_template.py
create mode 100644 tutorials/get_started/autotvm_matmul.py
create mode 100644 tutorials/get_started/install.py
create mode 100644 tutorials/get_started/introduction.py
