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…memory (apache#110) * Refactor BatchMatMulEmitter and BatchMatMulSelector for improved readability and maintainability * Refactor import statements for improved readability and maintainability * Refactor import statements for improved readability and maintainability * disable failure email for ci * remove email notifications. * move relax pass from testing to mlc_llm * Refactor scripts with se check_eual_ref_scripts_with_emitter function * Lint Fix * Refactor scripts with se check_eual_ref_scripts_with_emitter function * bug fix in test * lint fix. * test cuda i4 kernel * Refactor copyright notice in i4matmul.hpp * Refactor BitBLASLinear test module for improved readability and maintainability * refactor test as version below python 3.9 cannot handle int32 overflow. * format lint for test * Refactor test_int4b_fp16_convert.py for improved readability and maintainability * remove unused design file * move tile device from package to base * dummy impl for codegen * Refactor file structure for ladder_permutate module * Refactor backend class and fix typos in comments * Deep refactor Lib related code. * remove ci pull. * LintFix * refactor builder for whl build * Refactor TIRWrapper.wrap() method to include an assertion for the optimized module * Refactor lib_generator to set library and source paths * lint fix * BitNet vllm integration * chore: update codespell to version 2.3.0 * Lintfix * Bump version to 0.0.1.dev13 * lint fix * disable fast decoding [u]int4xint8 by default. * optimize from dict design in Hint * Implement SplitK * bitnet benchmark generation. * Add benchmark script for BitNet integration * AtomicAdd Support * LintFix * ci fix when 3rdparty tvm is initialized. * bug fix for setup * fix a bug in block reduce * typo fix * BUG Fix for block reduce. * Lint fix * Refactor block reduce schedule template * transform branch from bitblas to bitblas_tl * Fix subproject commit reference in 3rdparty/tvm * chore: update submodule branch from bitblas to bitblas_tl * force update config.cmake * Bug fix * Fix subproject commit reference in 3rdparty/cutlass * chore: Add submodule for cutlass library * update tl cutlass path * Refactor BitBLASLinear test module for improved readability and maintainability * format fix * Copy CUTLASS to the package directory * Refactor setup.py to include additional TVM header files * lint fix * bug fix * Refactor BitBLASLinear test module for improved readability and maintainability * Implement Matmul Benchmark Design * chore: Update BitBLAS Matmul benchmark script * lint fix * Refactor BitBLASMatmulOpsBenchmark for improved readability and maintainability * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * lint fix * Benchmark bot test * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * int8 test case * Refactor compare_benchmark.py to handle missing benchmark results gracefully * ci fix * disable ci for test benchmark * Refactor BitBLASMatmulOpsBenchmark to disable tuning during benchmark run * remove cli installation * chore: Create virtual environment and install dependencies for benchmark * chore: Update benchmark workflow to include comparison step * Lint fix * upodate tvm cmmit * Imporve lower warp memory pass * Bug fix
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* init * update * add tests
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Co-authored-by: Siva <quic_sivb@quicinc.com>
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* init * update * add tests
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Allocate the function local stacks at beginning of the call.
Allow pass buffer to call_packed, which will translate to a callback with a corresponding array, this allows us to use call backs to do interesting things such as inspecting the content.