This is an automated email from the ASF dual-hosted git repository.
areusch pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
discard e6754d3 Validate Docker images using 20220204-110603-89aa4fe28
updating TF to 2.6.
discard 89aa4fe Upgrade tensorflow to version to 2.6.x
add 6942b36 [Pass] Simplify consecutive casts in Relay (#10133)
add 3ca5c2b [Meta Schedule] Allow Non-strict Population Size in
Evolutionary Search (#10163)
add 95aac92 [Torch] Experimental support for FX-quantized models (#10091)
add 1821acb [skip ci] Fail silently in ping_reviewers GitHub actions.
(#10173)
add 1b71cae gitignore build-* folders (#10168)
add 34d70de [Relay][VM] Relay VM memory liveness/lifetime analysis
(#10026)
add 63377f2 Fix broadcast InferCorrectLayout (#10156)
add 774df1d TVMC: Don't divide trials by zero tasks (#10164)
add 22c488e [MetaSchedule] Add target field to MetaScheduleContext
(#10169)
add 2ea2f5a [skip ci] Fix scipy intersphinx link (#10181)
add 7fd73b2 [CUTLASS] Initial support for conv2d wgrad (#10177)
add 51ee04b [TIR] Canonical simplify the intset before region cover proof
(#9941)
add 98fcca1 Support PyTorch grid_sample (#10184)
add afa0870 [MetaSchedule] bug fix ApplyHistoryBest. Previously,
ApplyHistoryBest returned the incoming module without applying the tuning
history. (#10183)
add 470a1c7 [BugFix][TVMScript] Use operator `is` when recognizing TIR
Module (#10175)
add 35a7992 [CUTLASS] Add parallel split-k support to wgrad (#10185)
add 8247724 [FQ2I] Add topk to FQ2I (#10170)
add 8c53f62 [TIR] Allow compute_at create block predicate for non-trivial
bounds and support floordiv pattern (#9527)
add de8fdec3 [cleanup] Remove task_sphinx_precheck.sh (#10196)
add 345dc37 [ETHOSN] Add support for mean on Ethos-N78 (#10130)
add 9282367 [microNPU] Add support for pack and unpack (#9960)
add 86e1e56 [microNPU] Refactor type inference data type checks (#10060)
add e23999e [Torch] Run torch JIT pass lower_all_tuples before
conversion. (#10186)
add 8133048 [ETHOSN] Fix quantization parameters in test (#10178)
add 2a1cc09 [ETHOSN] Per-channel int8 quantization for conv2d (#10131)
add 6ce7e59 [microTVM] TVMCon 2021 Zephyr Demo with CMSIS-NN (#10144)
add b0783b0 [TVMC] Add codegen args to tvmc (#10190)
add 4d2cc29 [CMSIS-NN] Fix extension detection for CPUs (#10200)
add 26a5d81 Add scripts for automated build and testing (#10194)
add 69403f1 [OpenCL] Fix vthread_extent for warp size 1 case (#10199)
add 1571112 [USMP] Register hill climb algorithm (#10182)
add 5e4e239 [QNN] Lookup operations for hard to implement operators
(#10053)
add 3b2780a [microTVM][Tutorials] Add tutorials to run on ci_qemu (#10154)
add 9f7f4c6 Disable tensorflow v2 behavior in all unit tests (#10204)
add 345eb09 resolve issue #10107 by setting eps larger (#10176)
add e50a923 Add FreeRTOS variant of NPU demo (#10004)
add 7a00843 [RPC] Add Missing Command Line Option "through-proxy" of RPC
Server (#10188)
add 222152b [ci] Add more details when showing node info (#10195)
add 09f7be2 Implementation of Common Subexpression Elimination for TIR
(#9482)
add 7c22f3f [Conda] Fix a compatibility bug in conda scripts (#10201)
add 61b66cd PackedFunction to return params from the .so module, show
warning when no params are set (#9811)
add cdd494a [ci] Invoke tensorflow tests individually (#10198)
add 146cdc2 [skip ci] Fix onnx/models URLs (#10218)
add 4654718 [microNPU] Use TFLite tests for strided_slice (#10165)
add 8aeb722 fix an index out of bound problem of cache write block
(#10203)
add 2ac6cfe Fix more ONNX URLs (#10220)
add c20cbc5 Fixes for follow up on PR #9631 (#10205)
add 6dece18 Adding support for Hexagon User DMA Engine (#10217)
add 8c125ca [RPC] Take PageAllocator out of MinRPCServer, make it
template parameter (#10219)
add fa07581 Fix spacing
add 2154516 Add try..finally everywhere
add c76ea66 trigger ci
add 5418e9a Fix pytest invocations
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Any revisions marked "omit" are not gone; other references still
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No new revisions were added by this update.
Summary of changes:
.github/workflows/ping_reviewers.yml | 3 +-
.gitignore | 1 +
Jenkinsfile | 281 ++++---
apps/microtvm/arduino/template_project/boards.json | 36 +-
apps/microtvm/ethosu/.gitignore | 3 +
apps/microtvm/ethosu/Makefile | 21 +-
apps/microtvm/ethosu/README.md | 7 +-
apps/microtvm/ethosu/include/FreeRTOSConfig.h | 112 +++
apps/microtvm/ethosu/include/tvm_runtime.h | 2 +-
apps/microtvm/ethosu/run_demo.sh | 18 +-
.../ethosu/src/{demo.c => demo_bare_metal.c} | 0
apps/microtvm/ethosu/src/demo_freertos.c | 131 ++++
.../reference-vm/arduino/base-box/test-config.json | 30 -
apps/microtvm/reference-vm/base-box-tool.py | 66 +-
.../reference-vm/scripts/reference_vm_build.sh | 22 +-
.../reference-vm/scripts/reference_vm_release.sh | 31 +-
.../reference-vm/scripts/reference_vm_test.sh | 25 +-
.../microtvm/reference-vm/scripts/utils.sh | 12 +-
.../reference-vm/zephyr/base-box/test-config.json | 18 -
apps/microtvm/zephyr/template_project/boards.json | 40 +-
apps/microtvm/zephyr_cmsisnn/.gitignore | 2 +
apps/microtvm/zephyr_cmsisnn/CMakeLists.txt | 92 +++
apps/microtvm/zephyr_cmsisnn/README.md | 43 ++
apps/microtvm/zephyr_cmsisnn/include/crt_config.h | 54 ++
.../microtvm/zephyr_cmsisnn/model/convert_input.py | 67 ++
.../zephyr_cmsisnn/model/convert_labels.py | 37 +-
apps/microtvm/zephyr_cmsisnn/model/input.txt | 1 +
apps/microtvm/zephyr_cmsisnn/model/labels.txt | 12 +
.../microtvm/zephyr_cmsisnn/prj.conf | 12 +-
.../microtvm/zephyr_cmsisnn/run_demo.sh | 37 +-
.../tvm_runtime.h => zephyr_cmsisnn/src/main.c} | 57 +-
.../wasm-graph/tools/build_graph_lib.py | 10 +-
cmake/modules/Hexagon.cmake | 1 +
conda/recipe/meta.yaml | 4 +-
docker/install/ubuntu_install_tensorflow.sh | 6 +-
docs/Makefile | 2 +-
docs/arch/benchmark.rst | 2 +-
docs/conf.py | 2 +-
.../how_to/work_with_microtvm/micro_autotune.py | 125 +--
gallery/how_to/work_with_microtvm/micro_ethosu.py | 13 +
gallery/tutorial/autotvm_relay_x86.py | 10 +-
gallery/tutorial/tvmc_command_line_driver.py | 2 +-
gallery/tutorial/tvmc_python.py | 2 +-
include/tvm/arith/int_set.h | 5 +
include/tvm/meta_schedule/integration.h | 15 +-
include/tvm/meta_schedule/search_strategy.h | 4 +-
include/tvm/relay/attrs/image.h | 6 +
include/tvm/relay/transform.h | 8 +
include/tvm/runtime/vm/bytecode.h | 3 +
include/tvm/tir/transform.h | 8 +
include/tvm/tir/usmp/algorithms.h | 11 +
python/tvm/contrib/cudnn.py | 14 +-
python/tvm/contrib/cutlass/build.py | 14 +-
python/tvm/contrib/cutlass/conv2d_operation.py | 82 +-
python/tvm/contrib/cutlass/conv2d_profiler.py | 58 +-
python/tvm/contrib/cutlass/gen_conv2d.py | 89 ++-
python/tvm/contrib/cutlass/gen_gemm.py | 4 +
python/tvm/contrib/cutlass/gen_tensor_op.py | 22 +-
python/tvm/contrib/cutlass/library.py | 2 +
python/tvm/contrib/debugger/debug_executor.py | 14 +-
python/tvm/driver/tvmc/autotuner.py | 2 +-
python/tvm/driver/tvmc/target.py | 57 +-
python/tvm/exec/rpc_server.py | 10 +
python/tvm/meta_schedule/integration.py | 14 +-
.../search_strategy/evolutionary_search.py | 14 +-
.../tvm/relay/backend/contrib/ethosu/legalize.py | 66 ++
python/tvm/relay/frontend/onnx.py | 6 +-
python/tvm/relay/frontend/pytorch.py | 113 ++-
python/tvm/relay/frontend/pytorch_utils.py | 6 +
python/tvm/relay/frontend/qnn_torch.py | 84 ++-
python/tvm/relay/op/contrib/cutlass.py | 13 +
python/tvm/relay/op/contrib/ethosn.py | 16 +
python/tvm/relay/op/contrib/ethosu.py | 84 ++-
python/tvm/relay/op/image/_image.py | 3 +-
python/tvm/relay/op/image/image.py | 10 +-
python/tvm/relay/op/nn/_nn.py | 35 +
python/tvm/relay/qnn/op/__init__.py | 4 +-
python/tvm/relay/qnn/op/canonicalizations.py | 160 ++++
python/tvm/relay/qnn/op/legalizations.py | 20 +-
python/tvm/relay/qnn/op/op.py | 25 +-
.../transform/fake_quantization_to_integer.py | 14 +
python/tvm/relay/transform/transform.py | 8 +
python/tvm/script/parser.py | 2 +-
python/tvm/tir/transform/transform.py | 11 +
python/tvm/topi/cuda/conv2d.py | 8 +-
python/tvm/topi/image/grid_sample.py | 24 +-
.../topi/testing/conv2d_backcward_weight_python.py | 43 +-
python/tvm/topi/testing/grid_sample_python.py | 73 +-
src/arith/int_set.cc | 14 +
src/arith/iter_affine_map.cc | 1 +
src/auto_scheduler/search_task.cc | 2 +-
src/driver/driver_api.cc | 5 +
src/meta_schedule/integration.cc | 23 +-
.../search_strategy/evolutionary_search.cc | 46 +-
.../backend/contrib/cmsisnn/compiler_attrs.cc | 2 +-
src/relay/backend/contrib/cutlass/codegen.cc | 136 +++-
src/relay/backend/contrib/ethosn/codegen.cc | 32 +
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 1 +
src/relay/backend/contrib/ethosn/ethosn_api.cc | 20 +
src/relay/backend/contrib/ethosn/ethosn_api.h | 6 +
src/relay/backend/te_compiler_cache.cc | 2 +-
src/relay/backend/vm/compiler.cc | 10 +-
src/relay/backend/vm/manifest_lifetimes.cc | 644 ++++++++++++++++
src/relay/op/contrib/ethosu/binary_elementwise.cc | 102 +--
src/relay/op/contrib/ethosu/common.cc | 81 ++
src/relay/op/contrib/ethosu/common.h | 46 ++
src/relay/op/contrib/ethosu/convolution.cc | 35 +-
src/relay/op/contrib/ethosu/depthwise.cc | 50 +-
src/relay/op/contrib/ethosu/identity.cc | 10 +-
src/relay/op/contrib/ethosu/pooling.cc | 27 +-
src/relay/op/contrib/ethosu/unary_elementwise.cc | 28 +-
src/relay/op/image/grid_sample.cc | 3 +-
src/relay/op/memory/memory.cc | 10 +-
src/relay/op/nn/convolution.cc | 25 +-
src/relay/op/tensor/transform.cc | 3 +-
src/relay/qnn/op/rsqrt.cc | 42 +-
src/relay/transforms/infer_layout_utils.cc | 265 +++++++
src/relay/transforms/infer_layout_utils.h | 135 +---
src/relay/transforms/simplify_expr.cc | 63 +-
src/runtime/contrib/sort/sort.cc | 28 +
.../graph_executor/graph_executor_factory.cc | 9 +
src/runtime/hexagon/hexagon/hexagon_buffer.cc | 19 +-
src/runtime/hexagon/hexagon/hexagon_user_dma.cc | 118 +++
.../hexagon/hexagon/hexagon_user_dma_descriptors.h | 310 ++++++++
.../hexagon/hexagon_user_dma_instructions.h | 79 ++
.../hexagon/hexagon/hexagon_user_dma_registers.h | 278 +++++++
src/runtime/hexagon/rpc/android/session.cc | 2 +-
src/runtime/hexagon/rpc/hexagon/rpc_server.cc | 68 +-
src/runtime/minrpc/minrpc_server.h | 82 +-
src/runtime/vm/bytecode.cc | 16 +
src/runtime/vm/executable.cc | 8 +
src/runtime/vm/profiler/vm.cc | 2 +-
src/runtime/vm/vm.cc | 7 +
src/tir/analysis/block_access_region_detector.cc | 16 +-
src/tir/analysis/check_contains.cc | 98 +++
src/tir/analysis/check_contains.h | 60 ++
src/tir/schedule/analysis.h | 29 +
src/tir/schedule/primitive/cache_read_write.cc | 14 +-
src/tir/schedule/primitive/compute_at.cc | 171 ++++-
src/tir/schedule/state.cc | 17 +-
src/tir/transforms/common_subexpr_elim.cc | 619 +++++++++++++++
src/tir/transforms/common_subexpr_elim.h | 89 +++
src/tir/transforms/common_subexpr_elim_tools.cc | 836 +++++++++++++++++++++
src/tir/transforms/common_subexpr_elim_tools.h | 217 ++++++
src/tir/transforms/replace_selected_expr.cc | 109 +++
src/tir/transforms/replace_selected_expr.h | 75 ++
src/tir/usmp/unified_static_memory_planner.cc | 5 +-
.../backend/contrib/cmsisnn/compiler_attrs_test.cc | 4 +-
.../contrib/test_bnns/test_onnx_topologies.py | 2 +-
tests/python/contrib/test_cutlass.py | 204 ++++-
tests/python/contrib/test_ethosn/infrastructure.py | 11 +-
tests/python/contrib/test_ethosn/test_addition.py | 26 +-
tests/python/contrib/test_ethosn/test_conv2d.py | 42 +-
.../contrib/test_ethosn/test_fullyconnected.py | 8 +-
tests/python/contrib/test_ethosn/test_mean.py | 57 ++
tests/python/contrib/test_ethosu/test_codegen.py | 82 +-
tests/python/contrib/test_ethosu/test_legalize.py | 437 ++++++++++-
tests/python/driver/tvmc/conftest.py | 4 +-
tests/python/driver/tvmc/test_target_options.py | 44 ++
tests/python/frontend/pytorch/qnn_test.py | 107 ++-
tests/python/frontend/pytorch/test_forward.py | 49 +-
tests/python/frontend/pytorch/test_fx_quant.py | 85 +++
.../python/frontend/tensorflow/test_bn_dynamic.py | 2 +
tests/python/frontend/tensorflow/test_forward.py | 2 +
tests/python/frontend/tensorflow/test_no_op.py | 2 +
tests/python/relay/aot/test_crt_aot_usmp.py | 3 +-
tests/python/relay/qnn/test_canonicalizations.py | 231 ++++++
tests/python/relay/test_ir_nodes.py | 22 +-
tests/python/relay/test_ir_text_printer.py | 19 +-
tests/python/relay/test_op_grad_level2.py | 27 +-
tests/python/relay/test_op_level3.py | 9 +-
tests/python/relay/test_op_level5.py | 12 +-
tests/python/relay/test_op_qnn_rsqrt.py | 4 +-
tests/python/relay/test_pass_alter_op_layout.py | 171 +++++
.../relay/test_pass_dead_code_elimination.py | 16 +-
.../test_pass_fake_quantization_to_integer.py | 27 +-
tests/python/relay/test_pass_manifest_lifetimes.py | 147 ++++
tests/python/relay/test_pass_simplify_expr.py | 32 +-
tests/python/topi/python/test_topi_image.py | 11 +-
tests/python/topi/python/test_topi_relu.py | 15 +-
tests/python/topi/python/test_topi_transform.py | 17 +-
.../python/unittest/test_arith_iter_affine_map.py | 8 +
tests/python/unittest/test_crt.py | 2 +-
tests/python/unittest/test_lower_build.py | 20 +-
.../unittest/test_meta_schedule_integration.py | 8 +-
.../unittest/test_meta_schedule_search_strategy.py | 2 +-
.../test_runtime_module_based_interface.py | 63 ++
tests/python/unittest/test_te_tensor.py | 8 +-
.../test_tir_analysis_get_block_access_region.py | 20 +-
.../unittest/test_tir_schedule_cache_read_write.py | 102 +++
.../unittest/test_tir_schedule_compute_at.py | 211 +++++-
.../python/unittest/test_tir_schedule_sampling.py | 3 +-
.../test_tir_schedule_state_cached_flags.py | 2 +-
.../test_tir_transform_common_subexpr_elim.py | 312 ++++++++
.../test_tir_transform_lower_warp_memory.py | 28 +-
tests/python/unittest/test_tvmscript_regression.py | 49 ++
.../qnn/op/op.py => tests/scripts/pytest_ids.py | 37 +-
tests/scripts/task_cpp_unittest.sh | 14 -
.../scripts/task_demo_microtvm.sh | 20 +-
tests/scripts/task_python_frontend.sh | 12 +-
tests/scripts/task_python_integration.sh | 13 +-
tests/scripts/task_python_microtvm.sh | 10 +
tests/scripts/task_python_unittest.sh | 11 +-
tests/scripts/task_python_unittest_gpuonly.sh | 6 +-
.../scripts/task_show_node_info.sh | 31 +-
.../integration/test_benchmark_topi_conv2d.py | 13 +-
.../test_benchmark_topi_conv2d_transpose.py | 15 +-
.../test_benchmark_topi_group_conv2d.py | 13 +-
vta/tests/python/unittest/test_vta_insn.py | 4 +-
vta/tutorials/frontend/deploy_classification.py | 4 +-
vta/tutorials/frontend/deploy_detection.py | 2 +-
vta/tutorials/optimize/convolution_opt.py | 7 +-
212 files changed, 9567 insertions(+), 1400 deletions(-)
create mode 100644 apps/microtvm/ethosu/.gitignore
create mode 100644 apps/microtvm/ethosu/include/FreeRTOSConfig.h
rename apps/microtvm/ethosu/src/{demo.c => demo_bare_metal.c} (100%)
create mode 100644 apps/microtvm/ethosu/src/demo_freertos.c
delete mode 100644 apps/microtvm/reference-vm/arduino/base-box/test-config.json
copy docker/install/ubuntu_install_tensorflow.sh =>
apps/microtvm/reference-vm/scripts/reference_vm_build.sh (67%)
copy docker/install/ubuntu_install_tensorflow.sh =>
apps/microtvm/reference-vm/scripts/reference_vm_release.sh (55%)
copy docker/install/ubuntu_install_tensorflow.sh =>
apps/microtvm/reference-vm/scripts/reference_vm_test.sh (64%)
rename tests/scripts/task_sphinx_precheck.sh =>
apps/microtvm/reference-vm/scripts/utils.sh (75%)
delete mode 100644 apps/microtvm/reference-vm/zephyr/base-box/test-config.json
create mode 100644 apps/microtvm/zephyr_cmsisnn/.gitignore
create mode 100644 apps/microtvm/zephyr_cmsisnn/CMakeLists.txt
create mode 100644 apps/microtvm/zephyr_cmsisnn/README.md
create mode 100644 apps/microtvm/zephyr_cmsisnn/include/crt_config.h
create mode 100644 apps/microtvm/zephyr_cmsisnn/model/convert_input.py
copy python/tvm/relay/qnn/op/op.py =>
apps/microtvm/zephyr_cmsisnn/model/convert_labels.py (53%)
create mode 100644 apps/microtvm/zephyr_cmsisnn/model/input.txt
create mode 100644 apps/microtvm/zephyr_cmsisnn/model/labels.txt
copy docker/install/ubuntu_install_tensorflow.sh =>
apps/microtvm/zephyr_cmsisnn/prj.conf (87%)
mode change 100755 => 100644
copy docker/install/ubuntu_install_tensorflow.sh =>
apps/microtvm/zephyr_cmsisnn/run_demo.sh (51%)
copy apps/microtvm/{ethosu/include/tvm_runtime.h => zephyr_cmsisnn/src/main.c}
(55%)
create mode 100644 python/tvm/relay/qnn/op/canonicalizations.py
create mode 100644 src/relay/backend/vm/manifest_lifetimes.cc
create mode 100644 src/relay/transforms/infer_layout_utils.cc
create mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma.cc
create mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma_descriptors.h
create mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma_instructions.h
create mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma_registers.h
create mode 100644 src/tir/analysis/check_contains.cc
create mode 100644 src/tir/analysis/check_contains.h
create mode 100644 src/tir/transforms/common_subexpr_elim.cc
create mode 100644 src/tir/transforms/common_subexpr_elim.h
create mode 100644 src/tir/transforms/common_subexpr_elim_tools.cc
create mode 100644 src/tir/transforms/common_subexpr_elim_tools.h
create mode 100644 src/tir/transforms/replace_selected_expr.cc
create mode 100644 src/tir/transforms/replace_selected_expr.h
create mode 100644 tests/python/contrib/test_ethosn/test_mean.py
create mode 100644 tests/python/frontend/pytorch/test_fx_quant.py
create mode 100644 tests/python/relay/qnn/test_canonicalizations.py
create mode 100644 tests/python/relay/test_pass_manifest_lifetimes.py
create mode 100644
tests/python/unittest/test_tir_transform_common_subexpr_elim.py
create mode 100644 tests/python/unittest/test_tvmscript_regression.py
copy python/tvm/relay/qnn/op/op.py => tests/scripts/pytest_ids.py (52%)
mode change 100644 => 100755
copy docker/install/ubuntu_install_tensorflow.sh =>
tests/scripts/task_demo_microtvm.sh (66%)
copy docker/install/ubuntu_install_tensorflow.sh =>
tests/scripts/task_show_node_info.sh (58%)
