Complete second proofreading with fixes and minor formatting changes.

docs/how-to/performing-causal-profiling.rst

@@ -54,7 +54,7 @@ where ``foo`` is ideally 30% faster than ``bar``:
 No matter how many optimizations are applied to ``foo``, the application will always 
 require the same amount of time
 because the end-to-end performance is limited by ``bar``. However, a 5% speed-up 
-in ``bar`` will result in the
+in ``bar`` results in the
 end-to-end performance improving by 5%. This trend continues linearly, with a 10% speed-up 
 in ``bar`` yielding a 10% speed-up in
 end-to-end performance, and so on, up to a 30% speed-up, at which point ``bar`` runs as fast as ``foo``.
@@ -149,7 +149,7 @@ There are three key differences between the two backends:
 
 In general, the ``perf`` backend is preferred over the ``timer`` backend when sufficient 
 security priviledges permit its usage.
-If ``OMNITRACE_CAUSAL_BACKEND`` is set to ``auto``, Omnitrace will fallback 
+If ``OMNITRACE_CAUSAL_BACKEND`` is set to ``auto``, Omnitrace falls back 
 to using the ``timer`` backend only if
 the ``perf`` backend fails. If ``OMNITRACE_CAUSAL_BACKEND`` is 
 set to ``perf`` and using this backend fails, Omnitrace aborts.
@@ -537,7 +537,7 @@ Using ``omnitrace-causal`` with other launchers like ``mpirun``
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 The ``omnitrace-causal`` executable is intended to assist with application replay 
-and is designed to always be at the start of the command-line as the primary process.
+and is designed to always be at the start of the command line as the primary process.
 ``omnitrace-causal`` typically adds a ``LD_PRELOAD`` of the Omnitrace libraries 
 into the environment before launching the command to inject the functionality
 required to start the causal profiling tooling. However, this is problematic 

docs/how-to/profiling-python-scripts.rst

@@ -7,7 +7,7 @@ Profiling Python scripts
 ****************************************************
 
 `Omnitrace <https://github.com/ROCm/omnitrace>`_ supports profiling Python code at the 
-source-level and/or the script-level.
+source level and the script level.
 Python support is enabled via the ``OMNITRACE_USE_PYTHON`` and the 
 ``OMNITRACE_PYTHON_VERSIONS="<MAJOR>.<MINOR>`` CMake options.
 Alternatively, to build multiple Python versions, use 

docs/how-to/understanding-omnitrace-output.rst

@@ -29,7 +29,7 @@ For example, starting with the following base configuration:
    [omnitrace] Outputting 'omnitrace-example-output/wall-clock.json'...
 
 If the ``OMNITRACE_USE_PID`` option is enabled, then running a non-MPI executable 
-with a PID of 63453 results in the following output:
+with a PID of ``63453`` results in the following output:
 
 .. code-block:: shell
 
@@ -252,7 +252,7 @@ Core configuration settings
    :widths: 30, 20, 100
 
    "``OMNITRACE_OUTPUT_PATH``", "Any valid path", "Path to folder where output files should be placed"
-   "``OMNITRACE_OUTPUT_PREFIX``", "String", "Useful for multiple runs with different arguments. See the next section on output prefix keys"
+   "``OMNITRACE_OUTPUT_PREFIX``", "String", "Useful for multiple runs with different arguments. See the next section on output prefix keys."
    "``OMNITRACE_OUTPUT_FILE``", "Any valid filepath", "Specific location for the Perfetto output file"
    "``OMNITRACE_TIME_OUTPUT``", "Boolean", "Place all output in a timestamped folder, timestamp format controlled via ``OMNITRACE_TIME_FORMAT``"
    "``OMNITRACE_TIME_FORMAT``", "String", "See ``strftime`` man pages for valid identifiers"
@@ -367,7 +367,7 @@ mode, so use this setting with caution.
 Timemory text output
 -----------------------------------------------------------------------
 
-Timemory text output files are meant for human-consumption (while JSON formats are for analysis),
+Timemory text output files are meant for human consumption (while JSON formats are for analysis),
 so some fields such as the ``LABEL`` might be truncated for readability.
 The truncation settings be changed through the ``OMNITRACE_MAX_WIDTH`` setting.