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from 28aead905b [microNPU][ETHOSU] Fix SoftMax legalization parameters
(#15069)
add 55df810b16 [Runtime] Support void as dtype in FFI (#15162)
add 48f295fda9 [Target] Add MetaSchedule-compatible attributes to OpenCL
(#15166)
add bca7ebf1b5 [TIR] Fix RenewDef for symbolic input shapes (#15163)
add 42f37ff780 [TIR] Expose UndefinedVars to Python (#15165)
add 5e77b7eff7 [microNPU][ETHOSU] Add option to disable copying constants
for case without cascader (#15147)
add b9c76f56dc [Runtime] Clean TVM stacktrace in error messages (#15161)
add c8f5595ca5 [MetaSchedule] Introduce MMA Tensor Core Multilevel Tiling
(#14673)
No new revisions were added by this update.
Summary of changes:
include/tvm/runtime/logging.h | 22 +-
include/tvm/tir/schedule/schedule.h | 18 +
include/tvm/tir/transform.h | 12 +
python/tvm/_ffi/runtime_ctypes.py | 4 +
python/tvm/error.py | 8 +-
python/tvm/relay/backend/contrib/ethosu/codegen.py | 3 +-
python/tvm/relay/backend/contrib/ethosu/util.py | 6 +
python/tvm/tir/analysis/analysis.py | 26 +-
python/tvm/tir/schedule/schedule.py | 40 +
python/tvm/tir/tensor_intrin/cuda.py | 318 +++++
python/tvm/tir/transform/transform.py | 22 +
src/driver/driver_api.cc | 6 +-
.../feature_extractor/per_store_feature.cc | 3 +-
src/meta_schedule/postproc/verify_gpu_code.cc | 3 +-
.../schedule_rule/multi_level_tiling.cc | 9 +-
.../schedule_rule/multi_level_tiling.h | 15 +
.../multi_level_tiling_tensor_core.cc | 325 ++++-
src/meta_schedule/schedule_rule/schedule_rule.cc | 15 +
src/relay/backend/contrib/ethosu/compiler_attrs.cc | 9 +
src/runtime/logging.cc | 35 +-
src/runtime/thread_storage_scope.h | 21 +
src/target/target_kind.cc | 2 +
src/tir/analysis/var_use_def_analysis.cc | 9 +
src/tir/schedule/concrete_schedule.cc | 10 +
src/tir/schedule/concrete_schedule.h | 3 +
src/tir/schedule/primitive.h | 38 +
src/tir/schedule/primitive/compute_inline.cc | 19 +
src/tir/schedule/primitive/sampling.cc | 106 ++
src/tir/schedule/schedule.cc | 2 +
src/tir/schedule/traced_schedule.cc | 16 +
src/tir/schedule/traced_schedule.h | 3 +
src/tir/transforms/inject_permuted_layout.cc | 266 ++++
src/tir/transforms/inject_software_pipeline.cc | 7 +
src/tir/transforms/memhammer_intermediate_stage.cc | 3 +-
src/tir/transforms/memhammer_lower_auto_copy.cc | 6 +-
src/tir/transforms/memhammer_rewrite_rule.h | 16 +
src/tir/transforms/memhammer_tensorcore_rewrite.cc | 210 ++++
src/tir/transforms/renew_defs.cc | 12 +
src/tir/transforms/transform_mma_buffer_layout.cc | 192 +++
tests/python/contrib/test_ethosu/test_scheduler.py | 16 +
...meta_schedule_mma_m16n8k8_auto_tensorization.py | 1315 ++++++++++++++++++++
tests/python/unittest/test_tir_renew_defs.py | 20 +-
...test_tir_transform_memhammer_lower_auto_copy.py | 127 ++
43 files changed, 3207 insertions(+), 111 deletions(-)
create mode 100644 src/tir/transforms/inject_permuted_layout.cc
create mode 100644 src/tir/transforms/transform_mma_buffer_layout.cc
create mode 100644
tests/python/unittest/test_meta_schedule_mma_m16n8k8_auto_tensorization.py
