This is an automated email from the ASF dual-hosted git repository.
mehrdadh pushed a change to branch ci/update_cortexm_ubuntu20
in repository https://gitbox.apache.org/repos/asf/tvm.git
omit 16ebf61c1e cleanup
omit a6bc1719dd Update nrfjprog script and LLVM script
add 123f1f5e2c [tir] Add line level debug info (#13012)
add 52d8485e48 [microTVM][Zephyr]Add project files for mlperftiny
submission (#13690)
add 30abbe9832 [docs] Add "Open with Colab" button to documentation
(#13627)
add 088bc118c7 [TIR] Fix dtype mismatch error due to LetStmt (#13710)
add 843310b03c [Fix,AutoScheduler] Handle 0-dim buffers in featurization
(#13718)
add 875296c762 [TVMScript] Linter-friendly function definitions (#13713)
add bd37515cfb [Tests] Replace pytest.main with tvm.testing.main (#13717)
add a99f0c1545 [TVMScript] Refactor IRDocsifier (#13593)
add a435cbb3b1 [TIR][Arith] Add common sub expr analyzer (#13702)
add 6bc72bbca3 [microTVM] Replace arm_nnsupportfunctions.h with arm_acle.h
(#13363)
add 614e16d73a [AOT] Added a test for detecting output size post MLF
export (#13655)
add ce7d8c691a [Fix,Roofline] Fix roofline handling of multiple peak flops
(#13716)
add 7a5ff84be2 Update nrfjprog script and LLVM script
add 388d0fdbad cleanup
add 410e5bb1ec change llvm install to apt
add 0dd4909fad add SHA to nrfjprog installation script
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No new revisions were added by this update.
Summary of changes:
.gitignore | 6 +
3rdparty/mlperftiny/README.md | 2 +
3rdparty/mlperftiny/api/internally_implemented.cpp | 325 ++++++++++++++
3rdparty/mlperftiny/api/internally_implemented.h | 62 +++
3rdparty/mlperftiny/api/submitter_implemented.h | 85 ++++
.../template_project/CMakeLists.txt.template | 13 +-
.../zephyr/template_project/microtvm_api_server.py | 9 +-
.../template_project/src/mlperftiny/README.md | 20 +
.../zephyr/template_project/src/mlperftiny/main.cc | 37 +-
.../src/mlperftiny/submitter_implemented.cc | 218 ++++++++++
.../template_project/src/mlperftiny/tvmruntime.cc | 164 +++++++
.../template_project/src/mlperftiny/tvmruntime.h | 62 +++
.../template_project/src/mlperftiny/zephyr_uart.cc | 89 ++++
.../template_project/src/mlperftiny/zephyr_uart.h | 51 +++
cmake/modules/Zephyr.cmake | 3 +
docker/install/ubuntu2004_install_llvm.sh | 19 +-
docker/install/ubuntu_install_nrfjprog.sh | 9 +-
docs/README.md | 39 ++
docs/conf.py | 210 ++++++++-
gallery/how_to/compile_models/from_coreml.py | 7 +-
gallery/how_to/compile_models/from_darknet.py | 5 +-
gallery/how_to/compile_models/from_keras.py | 7 +-
gallery/how_to/compile_models/from_mxnet.py | 10 +-
gallery/how_to/compile_models/from_oneflow.py | 4 +-
gallery/how_to/compile_models/from_onnx.py | 9 +-
gallery/how_to/compile_models/from_paddle.py | 6 +-
gallery/how_to/compile_models/from_pytorch.py | 12 +-
gallery/how_to/compile_models/from_tensorflow.py | 5 +
gallery/how_to/compile_models/from_tflite.py | 5 +-
.../how_to/deploy_models/deploy_model_on_adreno.py | 1 +
.../how_to/deploy_models/deploy_model_on_nano.py | 1 +
.../deploy_object_detection_pytorch.py | 4 +-
.../how_to/extend_tvm/bring_your_own_datatypes.py | 2 +-
gallery/how_to/optimize_operators/opt_conv_cuda.py | 1 +
.../optimize_operators/opt_conv_tensorcore.py | 1 +
.../tune_conv2d_layer_cuda.py | 1 +
.../how_to/tune_with_autotvm/tune_conv2d_cuda.py | 1 +
.../how_to/tune_with_autotvm/tune_relay_cuda.py | 1 +
.../how_to/work_with_microtvm/install_cmsis.rst | 35 ++
.../work_with_microtvm/install_dependencies.rst | 33 ++
.../how_to/work_with_microtvm/install_zephyr.rst | 52 +++
gallery/how_to/work_with_microtvm/micro_aot.py | 31 +-
.../how_to/work_with_microtvm/micro_autotune.py | 26 +-
gallery/how_to/work_with_microtvm/micro_pytorch.py | 6 +-
gallery/how_to/work_with_microtvm/micro_tflite.py | 128 ++----
gallery/how_to/work_with_microtvm/micro_train.py | 15 +-
gallery/how_to/work_with_pytorch/using_as_torch.py | 8 +
.../work_with_pytorch/using_optimized_torch.py | 10 +-
gallery/how_to/work_with_relay/build_gcn.py | 8 +-
gallery/how_to/work_with_relay/using_relay_viz.py | 7 +
gallery/how_to/work_with_schedules/reduction.py | 1 +
gallery/how_to/work_with_schedules/scan.py | 1 +
gallery/tutorial/intro_topi.py | 1 +
gallery/tutorial/relay_quick_start.py | 1 +
gallery/tutorial/tensor_ir_blitz_course.py | 1 +
include/tvm/script/printer.h | 56 ---
include/tvm/script/printer/doc.h | 70 +--
include/tvm/script/printer/doc_printer.h | 48 --
include/tvm/script/printer/frame.h | 140 ------
include/tvm/script/printer/ir_docsifier.h | 308 +++++++------
include/tvm/script/printer/ir_docsifier_functor.h | 163 +++++++
include/tvm/script/printer/printer.h | 86 ++++
include/tvm/script/printer/traced_object.h | 484 ---------------------
include/tvm/script/printer/traced_object_functor.h | 175 --------
include/tvm/script/printer/var_table.h | 155 -------
include/tvm/support/with.h | 29 --
include/tvm/tir/data_type_rewriter.h | 5 +-
include/tvm/tir/op.h | 3 +
include/tvm/tir/op_attr_types.h | 5 +
include/tvm/tir/transform.h | 7 +
python/tvm/arith/__init__.py | 2 +-
python/tvm/arith/pattern.py | 23 +
python/tvm/micro/model_library_format.py | 10 +-
python/tvm/script/__init__.py | 5 +-
python/tvm/script/ir_builder/tir/ir.py | 316 ++++++++++----
python/tvm/script/printer/__init__.py | 7 +-
python/tvm/script/printer/entry.py | 71 ---
python/tvm/script/printer/frame.py | 81 ----
python/tvm/script/printer/ir_docsifier.py | 245 -----------
python/tvm/script/printer/printer.py | 64 +++
python/tvm/script/printer/var_table.py | 118 -----
python/tvm/tir/transform/transform.py | 12 +
.../arm_cpu/mprofile/dsp/micro_kernel/avg_pool.py | 6 +-
.../arm_cpu/mprofile/dsp/micro_kernel/common.py | 34 +-
.../topi/arm_cpu/mprofile/dsp/micro_kernel/gemm.py | 66 ++-
.../arm_cpu/mprofile/dsp/micro_kernel/max_pool.py | 10 +-
.../dsp/micro_kernel/multi_channel_convolve.py | 19 +-
python/tvm/utils/roofline/__init__.py | 10 +-
src/arith/detect_common_subexpr.cc | 74 ++++
src/auto_scheduler/feature.cc | 5 +
src/driver/driver_api.cc | 8 +
src/ir/transform.cc | 1 +
src/printer/text_printer.h | 40 +-
src/printer/tir_text_printer.cc | 53 +--
src/printer/tir_text_printer_debug.cc | 97 +++++
src/printer/tir_text_printer_debug.h | 70 +++
src/script/printer/doc.cc | 10 +-
.../printer/{ => doc_printer}/base_doc_printer.cc | 0
.../printer/{ => doc_printer}/base_doc_printer.h | 7 +-
.../{ => doc_printer}/python_doc_printer.cc | 11 +-
src/script/printer/frame.cc | 50 ---
src/script/printer/ir/ir.cc | 74 ++++
src/script/printer/ir/misc.cc | 77 ++++
src/script/{printer.cc => printer/ir/utils.h} | 49 ++-
src/script/printer/ir_docsifier.cc | 184 +++++---
src/script/{ => printer}/printer.cc | 34 +-
src/script/printer/tir/block.cc | 150 +++++++
src/script/printer/tir/buffer.cc | 193 ++++++++
src/script/printer/tir/expr.cc | 299 +++++++++++++
src/script/printer/tir/for_loop.cc | 122 ++++++
src/script/printer/tir/function.cc | 86 ++++
src/script/printer/tir/ir.cc | 97 +++++
src/script/printer/tir/stmt.cc | 374 ++++++++++++++++
src/script/printer/tir/utils.h | 176 ++++++++
src/script/printer/traced_object_functor.cc | 85 ----
src/script/printer/utils.h | 93 ----
src/script/printer/var_table.cc | 109 -----
src/target/llvm/codegen_cpu.cc | 84 ++--
src/target/llvm/codegen_cpu.h | 2 +
src/target/llvm/codegen_llvm.cc | 55 ++-
src/target/llvm/codegen_llvm.h | 10 +-
src/tir/ir/data_type_rewriter.cc | 43 +-
src/tir/ir/stmt.cc | 2 +-
src/tir/op/builtin.cc | 16 +-
src/tir/op/op.cc | 92 ++--
src/tir/transforms/common_subexpr_elim_tools.cc | 6 +-
src/tir/transforms/common_subexpr_elim_tools.h | 3 +-
src/tir/transforms/install_debug_spans.cc | 150 +++++++
src/tir/transforms/install_debug_spans.h | 132 ++++++
src/tir/transforms/narrow_datatype.cc | 11 +-
tests/cpp/traced_object_test.cc | 268 ------------
tests/cpp/tvmscript_printer_irdocsifier_test.cc | 117 -----
...tvmscript_printer_traced_object_functor_test.cc | 188 --------
tests/cpp/tvmscript_printer_var_table_test.cc | 158 -------
tests/lint/check_request_hook.py | 35 +-
tests/micro/stm32/test_code_emitter.py | 2 +-
tests/python/contrib/test_cublas.py | 2 +-
.../test_ethosu_binary_elementwise_matcher.py | 2 +-
.../cascader/test_ethosu_block_config.py | 2 +-
.../cascader/test_ethosu_conv2d_matcher.py | 2 +-
.../cascader/test_ethosu_depthwise2d_matcher.py | 2 +-
.../cascader/test_ethosu_identity_matcher.py | 2 +-
.../cascader/test_ethosu_inline_matcher.py | 2 +-
.../test_ethosu/cascader/test_ethosu_part.py | 2 +-
.../cascader/test_ethosu_part_performance.py | 2 +-
.../cascader/test_ethosu_pooling_matcher.py | 2 +-
.../test_ethosu_unary_elementwise_matcher.py | 2 +-
.../contrib/test_ethosu/cascader/test_graph.py | 2 +-
.../contrib/test_ethosu/cascader/test_pareto.py | 2 +-
.../contrib/test_ethosu/cascader/test_plan.py | 2 +-
.../test_ethosu/cascader/test_plan_generator.py | 2 +-
.../test_ethosu/cascader/test_propagator.py | 2 +-
.../cascader/test_proposal_generator.py | 2 +-
.../contrib/test_ethosu/cascader/test_scheduler.py | 2 +-
.../test_ethosu/cascader/test_stripe_config.py | 2 +-
.../test_ethosu/cascader/test_tensor_config.py | 2 +-
.../contrib/test_ethosu/test_attr_passing.py | 2 +-
tests/python/contrib/test_ethosu/test_codegen.py | 5 +-
tests/python/contrib/test_ethosu/test_compiler.py | 2 +-
.../test_ethosu/test_copy_compute_reordering.py | 2 +-
.../contrib/test_ethosu/test_create_tiles.py | 2 +-
.../contrib/test_ethosu/test_encode_constants.py | 2 +-
.../contrib/test_ethosu/test_extract_constants.py | 2 +-
.../contrib/test_ethosu/test_layout_optimizer.py | 2 +-
tests/python/contrib/test_ethosu/test_legalize.py | 2 +-
.../contrib/test_ethosu/test_lookup_table.py | 2 +-
.../python/contrib/test_ethosu/test_lower_to_te.py | 2 +-
tests/python/contrib/test_ethosu/test_networks.py | 2 +-
.../python/contrib/test_ethosu/test_preprocess.py | 2 +-
.../test_ethosu/test_remove_concatenates.py | 2 +-
.../test_ethosu/test_replace_binary_elementwise.py | 2 +-
.../contrib/test_ethosu/test_replace_conv2d.py | 2 +-
.../contrib/test_ethosu/test_replace_copy.py | 2 +-
.../contrib/test_ethosu/test_replace_identity.py | 2 +-
.../contrib/test_ethosu/test_replace_pooling.py | 2 +-
.../test_ethosu/test_replace_unary_elementwise.py | 2 +-
.../contrib/test_ethosu/test_rolling_buffer.py | 2 +-
tests/python/contrib/test_ethosu/test_scheduler.py | 2 +-
.../test_ethosu/test_tir_to_cs_translator.py | 2 +-
.../contrib/test_ethosu/test_type_inference.py | 2 +-
tests/python/contrib/test_ethosu/test_vela_api.py | 2 +-
tests/python/contrib/test_libtorch_ops.py | 2 +-
tests/python/contrib/test_nnpack.py | 2 +-
.../contrib/test_vitis_ai/test_vitis_ai_codegen.py | 2 +-
.../test_vitis_ai_runtime_cpu_part.py | 2 +-
tests/python/driver/tvmc/test_pass_list.py | 2 +-
tests/python/frontend/mxnet/test_forward.py | 2 +-
tests/python/frontend/paddlepaddle/test_forward.py | 2 +-
tests/python/frontend/tensorflow/test_forward.py | 2 +-
.../frontend/tensorflow2/test_functional_models.py | 2 +-
.../frontend/tensorflow2/test_sequential_models.py | 2 +-
tests/python/integration/test_reduce.py | 3 +-
tests/python/integration/test_winograd_nnpack.py | 4 +-
tests/python/relay/aot/test_crt_aot.py | 57 +++
tests/python/relay/test_adt.py | 2 +-
.../relay/test_analysis_basic_block_normal_form.py | 2 +-
.../test_analysis_extract_intermediate_expr.py | 2 +-
.../relay/test_analysis_extract_operators.py | 2 +-
.../relay/test_auto_scheduler_task_extraction.py | 2 +-
tests/python/relay/test_backend_graph_executor.py | 2 +-
tests/python/relay/test_backend_interpreter.py | 2 +-
tests/python/relay/test_call_graph.py | 2 +-
tests/python/relay/test_name_mangling.py | 2 +-
tests/python/relay/test_op_grad_level2.py | 2 +-
tests/python/relay/test_op_grad_level3.py | 2 +-
tests/python/relay/test_op_grad_level4.py | 2 +-
tests/python/relay/test_op_level1.py | 2 +-
tests/python/relay/test_op_level6.py | 2 +-
tests/python/relay/test_pass_alter_op_layout.py | 2 +-
tests/python/relay/test_pass_convert_op_layout.py | 2 +-
.../python/relay/test_pass_defunctionalization.py | 2 +-
tests/python/relay/test_pass_defuse_ops.py | 2 +-
tests/python/relay/test_pass_dynamic_to_static.py | 2 +-
.../relay/test_pass_flexible_shape_dispatch.py | 2 +-
tests/python/relay/test_pass_fuse_ops.py | 2 +-
tests/python/relay/test_pass_gradient.py | 2 +-
tests/python/relay/test_pass_inline.py | 2 +-
tests/python/relay/test_pass_lambda_lift.py | 2 +-
tests/python/relay/test_pass_manager.py | 2 +-
tests/python/relay/test_pass_merge_composite.py | 2 +-
.../relay/test_pass_remove_unused_functions.py | 2 +-
tests/python/relay/test_pass_simplify_expr.py | 2 +-
.../relay/test_pass_to_basic_block_normal_form.py | 2 +-
tests/python/relay/test_pass_unmatched_cases.py | 2 +-
tests/python/relay/test_pipeline_executor.py | 2 +-
tests/python/relay/test_tensor_array.py | 2 +-
tests/python/relay/test_to_mixed_precision.py | 2 +-
tests/python/relay/test_type_infer.py | 4 +-
tests/python/relay/test_vm_serialization.py | 2 +-
tests/python/tir/test_debug_info.py | 124 ++++++
.../unittest/test_aot_legalize_packed_call.py | 2 +-
tests/python/unittest/test_arith_deduce_bound.py | 2 +-
...ter_entry_point.py => test_arith_detect_cse.py} | 23 +-
.../python/unittest/test_arith_rewrite_simplify.py | 2 +-
.../unittest/test_arith_solve_linear_equations.py | 2 +-
.../unittest/test_arith_solve_linear_inequality.py | 2 +-
.../python/unittest/test_auto_scheduler_feature.py | 26 ++
tests/python/unittest/test_ir_container.py | 2 +-
.../unittest/test_micro_model_library_format.py | 2 +-
tests/python/unittest/test_target_codegen_cuda.py | 2 +-
tests/python/unittest/test_te_create_primfunc.py | 55 ++-
.../unittest/test_tir_analysis_stmt_finding.py | 2 +-
tests/python/unittest/test_tir_buffer.py | 2 +-
tests/python/unittest/test_tir_nodes.py | 2 +-
.../python/unittest/test_tir_te_extern_primfunc.py | 2 +-
.../test_tir_transform_convert_for_loops_serial.py | 2 +-
.../python/unittest/test_tir_transform_hoist_if.py | 2 +-
.../test_tir_transform_inject_rolling_buffer.py | 2 +-
.../python/unittest/test_tir_transform_ir_utils.py | 2 +-
.../test_tir_transform_lower_warp_memory.py | 2 +-
.../test_tir_transform_make_unpacked_api.py | 2 +-
.../test_tir_usmp_analysis_extract_bufferinfo.py | 2 +-
...ransform_convert_pool_allocations_to_offsets.py | 2 +-
tests/python/unittest/test_tir_usmp_utils.py | 2 +-
.../unittest/test_tvmscript_printer_frame.py | 60 ---
.../unittest/test_tvmscript_printer_irdocsifier.py | 123 ------
.../unittest/test_tvmscript_printer_var_table.py | 89 ----
.../unittest/test_type_annotation_checker.py | 3 +-
258 files changed, 5618 insertions(+), 3881 deletions(-)
create mode 100644 3rdparty/mlperftiny/README.md
create mode 100644 3rdparty/mlperftiny/api/internally_implemented.cpp
create mode 100644 3rdparty/mlperftiny/api/internally_implemented.h
create mode 100644 3rdparty/mlperftiny/api/submitter_implemented.h
create mode 100644
apps/microtvm/zephyr/template_project/src/mlperftiny/README.md
rename src/tir/op/runtime.cc =>
apps/microtvm/zephyr/template_project/src/mlperftiny/main.cc (54%)
create mode 100644
apps/microtvm/zephyr/template_project/src/mlperftiny/submitter_implemented.cc
create mode 100644
apps/microtvm/zephyr/template_project/src/mlperftiny/tvmruntime.cc
create mode 100644
apps/microtvm/zephyr/template_project/src/mlperftiny/tvmruntime.h
create mode 100644
apps/microtvm/zephyr/template_project/src/mlperftiny/zephyr_uart.cc
create mode 100644
apps/microtvm/zephyr/template_project/src/mlperftiny/zephyr_uart.h
create mode 100644 gallery/how_to/work_with_microtvm/install_cmsis.rst
create mode 100644 gallery/how_to/work_with_microtvm/install_dependencies.rst
create mode 100644 gallery/how_to/work_with_microtvm/install_zephyr.rst
delete mode 100644 include/tvm/script/printer.h
delete mode 100644 include/tvm/script/printer/doc_printer.h
delete mode 100644 include/tvm/script/printer/frame.h
create mode 100644 include/tvm/script/printer/ir_docsifier_functor.h
create mode 100644 include/tvm/script/printer/printer.h
delete mode 100644 include/tvm/script/printer/traced_object.h
delete mode 100644 include/tvm/script/printer/traced_object_functor.h
delete mode 100644 include/tvm/script/printer/var_table.h
delete mode 100644 python/tvm/script/printer/entry.py
delete mode 100644 python/tvm/script/printer/frame.py
delete mode 100644 python/tvm/script/printer/ir_docsifier.py
create mode 100644 python/tvm/script/printer/printer.py
delete mode 100644 python/tvm/script/printer/var_table.py
create mode 100644 src/arith/detect_common_subexpr.cc
create mode 100644 src/printer/tir_text_printer_debug.cc
create mode 100644 src/printer/tir_text_printer_debug.h
rename src/script/printer/{ => doc_printer}/base_doc_printer.cc (100%)
rename src/script/printer/{ => doc_printer}/base_doc_printer.h (97%)
rename src/script/printer/{ => doc_printer}/python_doc_printer.cc (98%)
delete mode 100644 src/script/printer/frame.cc
create mode 100644 src/script/printer/ir/ir.cc
create mode 100644 src/script/printer/ir/misc.cc
copy src/script/{printer.cc => printer/ir/utils.h} (50%)
rename src/script/{ => printer}/printer.cc (57%)
create mode 100644 src/script/printer/tir/block.cc
create mode 100644 src/script/printer/tir/buffer.cc
create mode 100644 src/script/printer/tir/expr.cc
create mode 100644 src/script/printer/tir/for_loop.cc
create mode 100644 src/script/printer/tir/function.cc
create mode 100644 src/script/printer/tir/ir.cc
create mode 100644 src/script/printer/tir/stmt.cc
create mode 100644 src/script/printer/tir/utils.h
delete mode 100644 src/script/printer/traced_object_functor.cc
delete mode 100644 src/script/printer/utils.h
delete mode 100644 src/script/printer/var_table.cc
create mode 100644 src/tir/transforms/install_debug_spans.cc
create mode 100644 src/tir/transforms/install_debug_spans.h
delete mode 100644 tests/cpp/traced_object_test.cc
delete mode 100644 tests/cpp/tvmscript_printer_irdocsifier_test.cc
delete mode 100644 tests/cpp/tvmscript_printer_traced_object_functor_test.cc
delete mode 100644 tests/cpp/tvmscript_printer_var_table_test.cc
create mode 100644 tests/python/tir/test_debug_info.py
rename tests/python/unittest/{test_tvmscript_printer_entry_point.py =>
test_arith_detect_cse.py} (66%)
delete mode 100644 tests/python/unittest/test_tvmscript_printer_frame.py
delete mode 100644 tests/python/unittest/test_tvmscript_printer_irdocsifier.py
delete mode 100644 tests/python/unittest/test_tvmscript_printer_var_table.py
