From 18b211c7ecb04c30c2bac5d5c3c4ae83ad9f8a12 Mon Sep 17 00:00:00 2001
From: Kiss
Date: Tue, 19 May 2026 12:09:55 +0200
Subject: [PATCH 1/6] Add markdown button and make llms.txt available
---
docs/conf.py | 135 +++++++++++++++++++++++++++++++++++++++++++++++---
docs/llms.txt | 19 +++++++
2 files changed, 146 insertions(+), 8 deletions(-)
create mode 100644 docs/llms.txt
diff --git a/docs/conf.py b/docs/conf.py
index fa908a2..49b74ee 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -1,10 +1,13 @@
-# Configuration file for the Sphinx documentation builder.
-#
-# This file only contains a selection of the most common options. For a full
-# list see the documentation:
-# https://www.sphinx-doc.org/en/master/usage/configuration.html
+"""Configuration file for the Sphinx documentation builder."""
+import os
+import re
+from pathlib import Path
+
+html_baseurl = os.environ.get("READTHEDOCS_CANONICAL_URL", "instinct.docs.amd.com")
+html_context = {}
+if os.environ.get("READTHEDOCS", "") == "True":
+ html_context["READTHEDOCS"] = True
-# configurations for PDF output by Read the Docs
project = "AMD Instinct Hub"
html_title = "GPU cluster networking documentation"
author = "Advanced Micro Devices, Inc."
@@ -19,11 +22,127 @@
html_theme = "rocm_docs_theme"
html_theme_options = {
- "flavor": "instinct"
+ "flavor": "instinct",
+ "link_main_doc": True,
+ "use_download_button": True,
}
extensions = ["rocm_docs"]
html_static_path = ['_static']
+EXCLUDED_DIRS = {
+ "_build",
+ "_templates",
+ "_static",
+ ".git",
+ ".venv",
+}
+
+MARKUP_PREFIXES = (
+ ":::",
+ "```{",
+ "```",
+ ":img-top:",
+ ":class",
+ ":link:",
+ ":link-type:",
+ ":shadow:",
+ ":columns:",
+ ":padding:",
+ ":gutter:",
+ ":open:",
+ ":name:",
+ ":header-rows:",
+ ":alt:",
+ "+++",
+ "<",
+ "-->",
+ "{bdg-",
+)
+
+# Matches lines like "align: center", "alt:", "name: foo" (directive options
+# not starting with a colon, common in MyST figure/table fences)
+_BARE_DIRECTIVE_RE = re.compile(r"^[a-z][a-z_-]*:\s*\S*$")
+
+# Matches MyST/RST anchor labels like "(some-label)="
+_ANCHOR_LABEL_RE = re.compile(r"^\(\w[\w-]*\)=$")
+
+MIN_PROSE_LINES = 10
+
+
+def should_skip(path: Path) -> bool:
+ return any(part in EXCLUDED_DIRS for part in path.parts)
+
+
+def is_prose_line(line: str) -> bool:
+ stripped = line.strip()
+ if not stripped:
+ return False
+ if stripped.startswith(MARKUP_PREFIXES):
+ return False
+ # Drop bare directive-option lines (e.g. "align: center", "alt:")
+ if _BARE_DIRECTIVE_RE.match(stripped):
+ return False
+ # Drop MyST/RST anchor labels (e.g. "(some-label)=")
+ if _ANCHOR_LABEL_RE.match(stripped):
+ return False
+ # Drop lines that contain an HTML tag anywhere (e.g. ".
")
+ if re.search(r"?[a-zA-Z]", stripped):
+ return False
+ return True
+
+
+def generate_combined_markdown(app, exception):
+ if exception:
+ return
+
+ docs_root = Path(app.srcdir)
+ output_file = Path(app.outdir) / "llms.txt"
+ base_file = docs_root / "llms.txt"
+
+ combined = []
+
+ if base_file.exists():
+ base_text = base_file.read_text(encoding="utf-8").rstrip().rstrip("-").rstrip()
+ combined.append(base_text)
+ else:
+ combined.append("# AMD GPU Cluster Networking")
+
+ all_files = sorted(docs_root.rglob("*.md"))
+
+ for doc_file in all_files:
+ if should_skip(doc_file):
+ continue
+
+ if doc_file == base_file:
+ continue
+
+ try:
+ content = doc_file.read_text(encoding="utf-8")
+ except Exception:
+ continue
+
+ lines = content.splitlines()
+ prose_lines = [line for line in lines if is_prose_line(line)]
+
+ if len(prose_lines) < MIN_PROSE_LINES:
+ continue
+
+ relative = doc_file.relative_to(docs_root)
+ cleaned = "\n".join(
+ line for line in lines
+ if line.strip() == "" or is_prose_line(line)
+ )
+
+ combined.append(f"\n\n---\n\n# {relative}\n")
+ combined.append(cleaned.strip())
+
+ output_file.write_text(
+ "\n".join(combined) + "\n",
+ encoding="utf-8",
+ )
+
+
def setup(app):
- app.add_css_file('css/custom.css')
\ No newline at end of file
+ app.add_css_file('css/custom.css')
+ app.connect("build-finished", generate_combined_markdown)
diff --git a/docs/llms.txt b/docs/llms.txt
new file mode 100644
index 0000000..5a12e40
--- /dev/null
+++ b/docs/llms.txt
@@ -0,0 +1,19 @@
+# AMD GPU Cluster Networking
+
+> Configure and validate high-performance network infrastructure for AMD Instinct GPU clusters. Covers single-node NIC and PCIe validation, multi-node RDMA/RoCE configuration, ROCm-aware MPI with UCX and libfabric, RCCL collective benchmarking, and multi-node LLM inference load balancing.
+
+## How to
+
+- [GPU-enabled MPI](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/how-to/gpu-enabled-mpi.html): Configure ROCm-aware Open MPI with UCX for InfiniBand and RoCE, set up libfabric for Slingshot, enable UCC for GPU-aware collective operations, and run OSU Micro Benchmarks to validate MPI bandwidth and latency.
+- [Single-node network configuration](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/how-to/single-node-config.html): Validate PCIe link speed and width for GPU-to-NIC connectivity, tune Mellanox and Broadcom NIC settings, run RVS PCIe tests, and benchmark GPU memory bandwidth with TransferBench and ROCm Bandwidth Test.
+- [Multi-node network configuration](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/how-to/multi-node-config.html): Run OFED perftest benchmarks for host-to-host and device-to-device RDMA, validate multi-threaded throughput, configure RCCL environment variables for multi-node collective operations, and benchmark with OSU Micro Benchmarks.
+- [Multi-node inference with load balancing](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/how-to/multi-node-inference-lb.html): Deploy multi-node LLM inference clusters using vLLM or SGLang, configure LiteLLM or Nginx as load-balancing gateways, set up Prometheus and Grafana for monitoring, and run load tests with k6 or Apache Bench.
+- [RoCE network configuration](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/how-to/roce-network-config.html): Configure RoCE NICs and switches for GPU cluster networks, prevent ARP flux and routing isolation issues, and apply recommended NIC and switch settings for RDMA over Converged Ethernet.
+- [Troubleshooting](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/how-to/troubleshooting.html): Diagnose RCCL and RDMA errors using error reference tables, resolve network connectivity, firewall, ACS, NUMA balancing, and LD_LIBRARY_PATH issues, and fix MPI interface exclusion and BIOS misconfiguration problems.
+
+## Reference
+
+- [Hardware support](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/reference/hardware-support.html): GPU architecture ROCm version requirements (MI355X/MI350X require ROCm 7.0.1+, MI325X requires 6.3.1+) and NIC compatibility matrices per AMD Instinct GPU generation.
+- [Cluster design](https://instinct.docs.amd.com/projects/gpu-cluster-networking/en/latest/reference/cluster-design.html): Reference cluster network design guides and topology PDFs for AMD Instinct GPU deployments ranging from 128 to 8192 GPUs using leaf-spine architectures.
+
+---
From 3fbadfd89ecd803cec0ee59f41f1c6b07e9f8f41 Mon Sep 17 00:00:00 2001
From: Kiss
Date: Thu, 21 May 2026 12:17:15 +0200
Subject: [PATCH 2/6] Add llms-full.txt and keep the llms.txt as base
---
docs/conf.py | 20 ++++++++++++++++++--
1 file changed, 18 insertions(+), 2 deletions(-)
diff --git a/docs/conf.py b/docs/conf.py
index 49b74ee..4399a3b 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -30,6 +30,8 @@
html_static_path = ['_static']
+html_extra_path = ["llms.txt"]
+
EXCLUDED_DIRS = {
"_build",
"_templates",
@@ -67,6 +69,9 @@
# Matches MyST/RST anchor labels like "(some-label)="
_ANCHOR_LABEL_RE = re.compile(r"^\(\w[\w-]*\)=$")
+# Matches RST section underlines (e.g. "====", "----", "~~~~")
+_RST_UNDERLINE_RE = re.compile(r"^[=\-~^\"\'#*+]{3,}$")
+
MIN_PROSE_LINES = 10
@@ -89,6 +94,15 @@ def is_prose_line(line: str) -> bool:
# Drop lines that contain an HTML tag anywhere (e.g. ".")
if re.search(r"?[a-zA-Z]", stripped):
return False
+ # Drop RST directives, comments, hyperlink targets, and substitution definitions
+ if stripped.startswith(".."):
+ return False
+ # Drop RST field list items (e.g. ":type: int") and MyST directive options not in MARKUP_PREFIXES
+ if re.match(r"^:[A-Za-z]", stripped):
+ return False
+ # Drop RST section underlines (e.g. "====", "----", "~~~~")
+ if _RST_UNDERLINE_RE.match(stripped):
+ return False
return True
@@ -97,7 +111,7 @@ def generate_combined_markdown(app, exception):
return
docs_root = Path(app.srcdir)
- output_file = Path(app.outdir) / "llms.txt"
+ output_file = Path(app.outdir) / "llms-full.txt"
base_file = docs_root / "llms.txt"
combined = []
@@ -108,7 +122,9 @@ def generate_combined_markdown(app, exception):
else:
combined.append("# AMD GPU Cluster Networking")
- all_files = sorted(docs_root.rglob("*.md"))
+ all_files = sorted(
+ list(docs_root.rglob("*.md")) + list(docs_root.rglob("*.rst"))
+ )
for doc_file in all_files:
if should_skip(doc_file):
From ad1fa9242a2e8d25b441fb9ef25c9fd7acc1469a Mon Sep 17 00:00:00 2001
From: Kiss
Date: Fri, 29 May 2026 11:58:55 +0200
Subject: [PATCH 3/6] Update the filter function of llms-full.txt generation
---
docs/conf.py | 42 +++++++++++++++++++++++++++++++++---------
1 file changed, 33 insertions(+), 9 deletions(-)
diff --git a/docs/conf.py b/docs/conf.py
index 4399a3b..bd25bb4 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -72,6 +72,9 @@
# Matches RST section underlines (e.g. "====", "----", "~~~~")
_RST_UNDERLINE_RE = re.compile(r"^[=\-~^\"\'#*+]{3,}$")
+# Matches RST code block directives (e.g. ".. code-block:: cpp", ".. code:: sh")
+_RST_CODE_BLOCK_RE = re.compile(r"^\.\.\s+(code-block|code|sourcecode)::")
+
MIN_PROSE_LINES = 10
@@ -91,14 +94,13 @@ def is_prose_line(line: str) -> bool:
# Drop MyST/RST anchor labels (e.g. "(some-label)=")
if _ANCHOR_LABEL_RE.match(stripped):
return False
- # Drop lines that contain an HTML tag anywhere (e.g. ".")
- if re.search(r"?[a-zA-Z]", stripped):
- return False
# Drop RST directives, comments, hyperlink targets, and substitution definitions
if stripped.startswith(".."):
return False
- # Drop RST field list items (e.g. ":type: int") and MyST directive options not in MARKUP_PREFIXES
- if re.match(r"^:[A-Za-z]", stripped):
+ # Drop RST field list items (e.g. ":type: int") and MyST directive options without
+ # a leading colon (e.g. "align: center"). Excludes inline roles at line start
+ # (e.g. ":cpp:func:`hipMalloc` returns..." or ":ref:`foo ` describes...").
+ if re.match(r"^:[A-Za-z][A-Za-z0-9_-]*:(\s|$)", stripped):
return False
# Drop RST section underlines (e.g. "====", "----", "~~~~")
if _RST_UNDERLINE_RE.match(stripped):
@@ -145,10 +147,32 @@ def generate_combined_markdown(app, exception):
continue
relative = doc_file.relative_to(docs_root)
- cleaned = "\n".join(
- line for line in lines
- if line.strip() == "" or is_prose_line(line)
- )
+ in_backtick_fence = False
+ in_rst_code_block = False
+ kept = []
+ for line in lines:
+ stripped = line.strip()
+ # Backtick fences (MyST/Markdown)
+ if stripped.startswith("```"):
+ in_backtick_fence = not in_backtick_fence
+ kept.append(line)
+ continue
+ if in_backtick_fence:
+ kept.append(line)
+ continue
+ # RST code block: exit when a non-blank, non-indented line appears
+ if in_rst_code_block:
+ if not stripped or line[0] in (" ", "\t"):
+ kept.append(line)
+ continue
+ in_rst_code_block = False
+ # RST code block: enter on directive line (directive itself is dropped)
+ if _RST_CODE_BLOCK_RE.match(stripped):
+ in_rst_code_block = True
+ continue
+ if not stripped or is_prose_line(line):
+ kept.append(line)
+ cleaned = "\n".join(kept)
combined.append(f"\n\n---\n\n# {relative}\n")
combined.append(cleaned.strip())
From 008e9eab2cf09443725cc2f9bbc1ef7dd4d81b04 Mon Sep 17 00:00:00 2001
From: Kiss
Date: Fri, 29 May 2026 13:06:00 +0200
Subject: [PATCH 4/6] sync llms filter fixes from rocm-docs-core
---
docs/conf.py | 41 ++++++++++++++++++++++++++++++++++++-----
1 file changed, 36 insertions(+), 5 deletions(-)
diff --git a/docs/conf.py b/docs/conf.py
index bd25bb4..6f15cf7 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -57,7 +57,6 @@
":header-rows:",
":alt:",
"+++",
- "<",
"-->",
"{bdg-",
)
@@ -75,6 +74,17 @@
# Matches RST code block directives (e.g. ".. code-block:: cpp", ".. code:: sh")
_RST_CODE_BLOCK_RE = re.compile(r"^\.\.\s+(code-block|code|sourcecode)::")
+# Matches markdown table separator rows (e.g. "|---|---|", "| :--- | ---: |").
+_MD_TABLE_SEP_RE = re.compile(r"^\|[\s|:\-]+\|$")
+
+# Matches RST directives whose indented body should be discarded (e.g. raw HTML).
+_RST_SKIP_BLOCK_RE = re.compile(r"^\.\.\s+raw::")
+
+# Matches HTML tags (e.g. "", "", ")
- Add in_html_open_tag state to discard multi-line HTML opening tag continuations
---
docs/conf.py | 31 ++++++++++++++++++++++++++++++-
1 file changed, 30 insertions(+), 1 deletion(-)
diff --git a/docs/conf.py b/docs/conf.py
index 6f15cf7..7b0bf18 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -85,6 +85,10 @@
# URL schemes so that multi-line RST inline hyperlinks are preserved.
_HTML_TAG_RE = re.compile(r"^<(?!https?://|ftp://|mailto:)[a-zA-Z/!]")
+# Matches trailing HTML close tags at the end of a prose line
+# (e.g. "Browse blogs.", "See the guide.").
+_TRAILING_HTML_CLOSE_RE = re.compile(r"([a-zA-Z]+>)+\s*$")
+
MIN_PROSE_LINES = 10
@@ -171,6 +175,8 @@ def generate_combined_markdown(app, exception):
in_backtick_fence = False
in_rst_code_block = False
in_rst_skip_block = False
+ in_html_comment = False # inside block
+ in_html_open_tag = False # inside a multi-line HTML opening tag
kept = []
for line in lines:
stripped = line.strip()
@@ -182,6 +188,11 @@ def generate_combined_markdown(app, exception):
if in_backtick_fence:
kept.append(line)
continue
+ # HTML comment block (): discard all content until -->
+ if in_html_comment:
+ if "-->" in stripped:
+ in_html_comment = False
+ continue
# RST skip block (e.g. .. raw::): discard all indented content
if in_rst_skip_block:
if not stripped or line[0] in (" ", "\t"):
@@ -201,8 +212,26 @@ def generate_combined_markdown(app, exception):
if _RST_CODE_BLOCK_RE.match(stripped):
in_rst_code_block = True
continue
- if not stripped or is_prose_line(line):
+ # HTML comment open (): discard opener and enter state
+ if stripped.startswith("" not in stripped:
+ in_html_comment = True
+ continue
+ # Multi-line HTML opening tag: skip continuation lines until >
+ if in_html_open_tag:
+ if ">" in stripped:
+ in_html_open_tag = False
+ continue
+ # Detect HTML opening tags that wrap across lines (no > on this line)
+ if _HTML_TAG_RE.match(stripped) and ">" not in stripped:
+ in_html_open_tag = True
+ continue
+ if not stripped:
kept.append(line)
+ elif is_prose_line(line):
+ # Strip trailing HTML close tags (e.g. "See the guide.")
+ cleaned = _TRAILING_HTML_CLOSE_RE.sub("", line).rstrip()
+ kept.append(cleaned if cleaned.strip() else line)
cleaned = "\n".join(kept)
combined.append(f"\n\n---\n\n# {relative}\n")
From 7a2083691743f75206c087a67a1ac974a86aa654 Mon Sep 17 00:00:00 2001
From: Kiss
Date: Fri, 29 May 2026 14:19:54 +0200
Subject: [PATCH 6/6] llms: drop punctuation-only lines after stripping
trailing HTML close tags
Lines like "." from sphinx-design grid cards pass _is_prose_line
because they start with ".". After stripping "", the remaining
content is a bare "." with no word characters and should be discarded.
Co-Authored-By: Claude Sonnet 4.6
---
docs/conf.py | 10 +++++++++-
1 file changed, 9 insertions(+), 1 deletion(-)
diff --git a/docs/conf.py b/docs/conf.py
index 7b0bf18..7b1b4a8 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -231,7 +231,15 @@ def generate_combined_markdown(app, exception):
elif is_prose_line(line):
# Strip trailing HTML close tags (e.g. "See the guide.")
cleaned = _TRAILING_HTML_CLOSE_RE.sub("", line).rstrip()
- kept.append(cleaned if cleaned.strip() else line)
+ cleaned_stripped = cleaned.strip()
+ if not cleaned_stripped:
+ # Entire line was HTML close tags — keep original (shouldn't
+ # normally reach here since _is_prose_line filters HTML).
+ kept.append(line)
+ elif re.search(r"\w", cleaned_stripped):
+ # Line has real word content after stripping close tags.
+ kept.append(cleaned)
+ # else: only punctuation remains (e.g. bare ".") — discard.
cleaned = "\n".join(kept)
combined.append(f"\n\n---\n\n# {relative}\n")