Fix typos 2 (#842)

Co-authored-by: Haicheng Wu <57973641+hwu36@users.noreply.github.com>

tools/profiler/src/gemm_operation_profiler.cu

@@ -108,7 +108,7 @@ void GemmOperationProfiler::print_examples(std::ostream &out) const {
     << "Run when A is f16 with column-major and B is any datatype with row-major (For column major, use column, col, or n. For row major use, row or t):\n"
     << "  $ cutlass_profiler --operation=Gemm --A=f16:column --B=*:row\n\n"
 
-    << "Profile a particular problem size with split K and paralell reduction:\n"
+    << "Profile a particular problem size with split K and parallel reduction:\n"
     << "  $ cutlass_profiler --operation=Gemm --split_k_mode=parallel --split_k_slices=2 --m=1024 --n=1024 --k=128\n\n"
 
     << "Using various input value distribution:\n"
@@ -168,7 +168,7 @@ Status GemmOperationProfiler::GemmProblem::parse(
   }
 
   if (!arg_as_SplitKModeID(this->split_k_mode, "split_k_mode", problem_space, problem)) {
-    // defualt value
+    // default value
     this->split_k_mode = library::SplitKMode::kSerial;
   }
   
@@ -405,7 +405,7 @@ void GemmOperationProfiler::initialize_result_(
 
 }
 
-/// Initialize redution problem dimentions and library::Operation
+/// Initialize reduction problem dimensions and library::Operation
 bool GemmOperationProfiler::initialize_reduction_configuration_(
   library::Operation const *operation,
   ProblemSpace::Problem const &problem) {
@@ -434,7 +434,7 @@ bool GemmOperationProfiler::initialize_reduction_configuration_(
     gemm_desc.tile_description.math_instruction.element_accumulator,    // element workspace
     gemm_desc.tile_description.math_instruction.element_accumulator,    // element accumulator
     gemm_desc.C.element,                                                // element output
-    gemm_desc.element_epilogue                                          // element coumpute
+    gemm_desc.element_epilogue                                          // element compute
   );
 
   auto reduction_it = library::Singleton::get().operation_table.reduction_operations.find(reduction_key);