diff --git a/opm/simulators/linalg/FlowLinearSolverParameters.hpp b/opm/simulators/linalg/FlowLinearSolverParameters.hpp
index 4e896b759..b24ad935c 100644
--- a/opm/simulators/linalg/FlowLinearSolverParameters.hpp
+++ b/opm/simulators/linalg/FlowLinearSolverParameters.hpp
@@ -311,7 +311,7 @@ namespace Opm
             EWOMS_REGISTER_PARAM(TypeTag, bool, LinearSolverPrintJsonDefinition, "Write the JSON definition of the linear solver setup to the DBG file.");
             EWOMS_REGISTER_PARAM(TypeTag, int, CprReuseSetup, "Reuse preconditioner setup. Valid options are 0: recreate the preconditioner for every linear solve, 1: recreate once every timestep, 2: recreate if last linear solve took more than 10 iterations, 3: never recreate, 4: recreated every CprReuseInterval");
             EWOMS_REGISTER_PARAM(TypeTag, int, CprReuseInterval, "Reuse preconditioner interval. Used when CprReuseSetup is set to 4, then the preconditioner will be fully recreated instead of reused every N linear solve, where N is this parameter.");
-            EWOMS_REGISTER_PARAM(TypeTag, std::string, AcceleratorMode, "Choose a linear solver, usage: '--accelerator-mode=[none|cusparse|opencl|amgcl|rocalution]'");
+            EWOMS_REGISTER_PARAM(TypeTag, std::string, AcceleratorMode, "Choose a linear solver, usage: '--accelerator-mode=[none|cusparse|opencl|amgcl|rocalution|rocsparse]'");
             EWOMS_REGISTER_PARAM(TypeTag, int, BdaDeviceId, "Choose device ID for cusparseSolver or openclSolver, use 'nvidia-smi' or 'clinfo' to determine valid IDs");
             EWOMS_REGISTER_PARAM(TypeTag, int, OpenclPlatformId, "Choose platform ID for openclSolver, use 'clinfo' to determine valid platform IDs");
             EWOMS_REGISTER_PARAM(TypeTag, bool, OpenclIluParallel, "Parallelize ILU decomposition and application on GPU");
diff --git a/opm/simulators/linalg/bda/BdaBridge.cpp b/opm/simulators/linalg/bda/BdaBridge.cpp
index 1ddb3216c..5434e22fe 100644
--- a/opm/simulators/linalg/bda/BdaBridge.cpp
+++ b/opm/simulators/linalg/bda/BdaBridge.cpp
@@ -108,7 +108,7 @@ BdaBridge<BridgeMatrix, BridgeVector, block_size>::BdaBridge(std::string acceler
     } else if (accelerator_mode.compare("none") == 0) {
         use_gpu = false;
     } else {
-        OPM_THROW(std::logic_error, "Error unknown value for parameter 'AcceleratorMode', should be passed like '--accelerator-mode=[none|cusparse|opencl|amgcl|rocalution]");
+        OPM_THROW(std::logic_error, "Error unknown value for parameter 'AcceleratorMode', should be passed like '--accelerator-mode=[none|cusparse|opencl|amgcl|rocalution|rocsparse]");
     }
 }
 
diff --git a/opm/simulators/linalg/bda/BdaBridge.hpp b/opm/simulators/linalg/bda/BdaBridge.hpp
index 8001b9552..03d5904c3 100644
--- a/opm/simulators/linalg/bda/BdaBridge.hpp
+++ b/opm/simulators/linalg/bda/BdaBridge.hpp
@@ -49,7 +49,7 @@ private:
 
 public:
     /// Construct a BdaBridge
-    /// \param[in] accelerator_mode           to select if an accelerated solver is used, is passed via command-line: '--accelerator-mode=[none|cusparse|opencl|amgcl|rocalution]'
+    /// \param[in] accelerator_mode           to select if an accelerated solver is used, is passed via command-line: '--accelerator-mode=[none|cusparse|opencl|amgcl|rocalution|rocsparse]'
     /// \param[in] linear_solver_verbosity    verbosity of BdaSolver
     /// \param[in] maxit                      maximum number of iterations for BdaSolver
     /// \param[in] tolerance                  required relative tolerance for BdaSolver