• Pruthvi's avatar
    [MLIR] MatMulBias Fused Op support in MlIR (#4104) · 925087ba
    Pruthvi authored
    * - add fused_op.td to CmakeLists
    - define pattern to fuse Wx + b and to replace with MatMulBias
    
    * - remove table-gen LLVM_TARGET_DEFINATION for fused_ops_pattern.td,
    fused_ops.td
    - fix build issues
    
    * - change pattern to to match MatMul instead of Dot
    - support in CMake to register MatMulBias fused Op pattern
    
    * - made changes to fusion pattern to match Add( Dot (op1, op2), bias) for
    MatmulBias
    - use applyPatternsGreedily instead of applyFullConversion in the graph
    pass
    - add unit test inter v/s CPU for MatMulBias
    
    * - Affine lowering, verifier logic to NgMatMulBiasOp
    
    * add missing header file
    
    * - WIP, use NGGemm instead of NGMatMulBias
    
    * -undo unintended changes
    
    * Addressed PR comments
    
    * - refactor the ctor of the NgDialectFusion pass
    - register NgDialectFusion pass with the PassRegistration
    
    * Address PR comments
    
    * -add lit test for matmul+bias fusion
    
    * -style fix lit test
    Co-authored-by: 's avatarSang Ik Lee <sang.ik.lee@intel.com>
    925087ba
Name
Last commit
Last update
..
backend Loading commit data...
files Loading commit data...
mlir Loading commit data...
models Loading commit data...
onnx Loading commit data...
opset_pass Loading commit data...
ref_generators Loading commit data...
type_prop Loading commit data...
util Loading commit data...
CMakeLists.txt Loading commit data...
algebraic_simplification.cpp Loading commit data...
aligned_buffer.cpp Loading commit data...
all_close_f.cpp Loading commit data...
assertion.cpp Loading commit data...
attributes.cpp Loading commit data...
backend_api.cpp Loading commit data...
backend_debug_api.cpp Loading commit data...
backend_performance.cpp Loading commit data...
bfloat16.cpp Loading commit data...
build_graph.cpp Loading commit data...
builder.cpp Loading commit data...
builder_autobroadcast.cpp Loading commit data...
builder_quantization.cpp Loading commit data...
check.cpp Loading commit data...
concat_fusion.cpp Loading commit data...
constant.cpp Loading commit data...
constant_folding.cpp Loading commit data...
control_dependencies.cpp Loading commit data...
convert_u1_to_string.cpp Loading commit data...
coordinate.cpp Loading commit data...
copy.cpp Loading commit data...
core.cpp Loading commit data...
core_fusion.cpp Loading commit data...
cpio.cpp Loading commit data...
cpu_codegen.cpp Loading commit data...
cpu_debug_tracer.cpp Loading commit data...
cpu_debugger.cpp Loading commit data...
cpu_fusion.cpp Loading commit data...
cpu_test.cpp Loading commit data...
cse.cpp Loading commit data...
dyn_elimination.cpp Loading commit data...
element_type.cpp Loading commit data...
file_util.cpp Loading commit data...
float16.cpp Loading commit data...
gpu_fusion.cpp Loading commit data...
gpu_test.cpp Loading commit data...
includes.cpp Loading commit data...
input_output_assign.cpp Loading commit data...
main.cpp Loading commit data...
misc.cpp Loading commit data...
misc.hpp Loading commit data...
mkldnn.cpp Loading commit data...
ngraph_api.cpp Loading commit data...
node_input_output.cpp Loading commit data...
nop_elimination.cpp Loading commit data...
op.cpp Loading commit data...
op_is.cpp Loading commit data...
opset1.cpp Loading commit data...
partial_shape.cpp Loading commit data...
pass.cpp Loading commit data...
pass_liveness.cpp Loading commit data...
pass_manager.cpp Loading commit data...
pass_memory_layout.cpp Loading commit data...
pass_shape_relevance.cpp Loading commit data...
pattern.cpp Loading commit data...
provenance.cpp Loading commit data...
replace_node.cpp Loading commit data...
reshape_elimination.cpp Loading commit data...
reshape_sinking.cpp Loading commit data...
serialize.cpp Loading commit data...
shape.cpp Loading commit data...
specialize_function.cpp Loading commit data...
tensor.cpp Loading commit data...
tools.cpp Loading commit data...
type_prop_benchmark.cpp Loading commit data...
type_prop_layers.cpp Loading commit data...
update_convolution_reference.sh Loading commit data...
update_dyn_replace_slice_reference.sh Loading commit data...
update_dyn_slice_reference.sh Loading commit data...
util.cpp Loading commit data...
zero_dim_tensor_elimination.cpp Loading commit data...