diff --git a/projects/rocprofiler/README.md b/projects/rocprofiler/README.md
index 9e7900a220..357c6eb7f7 100644
--- a/projects/rocprofiler/README.md
+++ b/projects/rocprofiler/README.md
@@ -344,7 +344,7 @@ Tool used to collect fine-grained hardware metrics. Provides ISA-level instructi
 
     ```bash
     rocprofv2 -i input.txt --plugin att auto --mode csv <app_relative_path>
-    # This is the 5.7 version:
+    # Or using a user-supplied ISA:
     # rocprofv2 -i input.txt --plugin att <app_assembly_file> --mode csv <app_relative_path>
     ```
 
@@ -408,21 +408,26 @@ Tool used to collect fine-grained hardware metrics. Provides ISA-level instructi
     ```bash
     # -g adds debugging symbols to the binary. Required only for tracking disassembly back to c++.
     hipcc -g vectoradd_hip.cpp -o vectoradd_hip.exe
-    # "auto" means to use the automatically captured ISA. "csv" dumps result to "vectoradd_float_v0.csv".
+    # "auto" means to use the automatically captured ISA, e.g. vectoradd_float_v0_isa.s dumped along with .att files.
+    # "--mode csv" dumps the result to "att_output_vectoradd_float_v0.csv".
     rocprofv2 -i input.txt --plugin att auto --mode csv ./vectoradd_hip.exe
     ```
-
-    Instruction latencies will be in vectoradd_float_v0.csv
-
-  - Example with symbolic ISA (as in ROCm 5.7 or previous).
-
     ```bash
+    # Alternatively, using --save-temps to generate the ISA
     hipcc -g --save-temps vectoradd_hip.cpp -o vectoradd_hip.exe
-    # A custom ISA can be used such as vectoradd_hip-hip-amdgcn-amd-amdhsa-gfx1100.s
+    # Replace "auto" with <generated_gpu_isa.s> for user-supplied ISA. Typically they match the wildcards *amdgcn-amd-amdhsa*.s.
     # Special attention to the correct architecture for the ISA, such as "gfx1100" (navi31).
     rocprofv2 -i input.txt --plugin att vectoradd_hip-hip-amdgcn-amd-amdhsa-gfx1100.s --mode csv ./vectoradd_hip.exe
     ```
 
+    Instruction latencies will be in att_output_vectoradd_float_v0.csv
+
+    ```bash
+    # Use -d option to specify the generated data directory, and -o to specify dir and filename is the csv:
+    rocprofv2 -d mydir -o test/mycsv -i input.txt --plugin att auto --mode csv ./vectoradd_hip.exe
+    # Generates raw files inside mydir/ and the parsed data on test/mycsv_vectoradd_float_v0.csv
+    ```
+
   ***
   Note: For MPI or long running applications, we recommend to run collection, and later run the parser with already collected data:
   Run only collection: The assembly file is not used. Use mpirun [...] rocprofv2 [...] if needed.
diff --git a/projects/rocprofiler/plugin/att/att_to_csv.py b/projects/rocprofiler/plugin/att/att_to_csv.py
index 3be2718573..b71a1ce06c 100755
--- a/projects/rocprofiler/plugin/att/att_to_csv.py
+++ b/projects/rocprofiler/plugin/att/att_to_csv.py
@@ -8,7 +8,10 @@ def dump_csv(code, trace_instance_name):
     outpath = os.getenv("OUT_FILE_NAME")
     if outpath is None:
         outpath = "att_output"
-    outpath += '_' + trace_instance_name.split('/')[-1] + '.csv'
+    elif os.path.dirname(outpath) != '':
+        os.makedirs(os.path.dirname(outpath), exist_ok=True)
+
+    outpath += '_' + os.path.basename(trace_instance_name) + '.csv'
 
     with open(outpath, 'w') as f:
         writer = csv.writer(f)