From 4e0ebe8a1fcf6411554e20481a75a3eacecf1386 Mon Sep 17 00:00:00 2001 From: Stephen Shao Date: Thu, 16 Jul 2026 03:14:05 +0000 Subject: [PATCH] docs(readme): rewrite README as concise landing page with Mermaid figures Trim root README from 707 to 258 lines by moving deep reference material (profiling tables, extended config/usage recipes, tips) into docs/ and linking out. Replace the ASCII architecture block and the stale, unreferenced docs/img PNGs with accurate inline Mermaid figures for the layered architecture, build->run->report pipeline, and deployment-target inference. Move the parallelism/infrastructure capability matrices into docs/launchers.md and add Mermaid workflow diagrams to docs/deployment.md and docs/README.md. Co-Authored-By: Claude --- README.md | 734 ++++++----------------------- docs/README.md | 50 +- docs/deployment.md | 38 +- docs/img/architecture_overview.png | Bin 258476 -> 0 bytes docs/img/distributed_workflow.png | Bin 204443 -> 0 bytes docs/launchers.md | 28 ++ 6 files changed, 241 insertions(+), 609 deletions(-) delete mode 100755 docs/img/architecture_overview.png delete mode 100755 docs/img/distributed_workflow.png diff --git a/README.md b/README.md index 9ff81e42..225eb92d 100644 --- a/README.md +++ b/README.md @@ -14,40 +14,16 @@ > **AI model automation and benchmarking platform for local and distributed execution** -madengine is a modern CLI tool for running Large Language Models (LLMs) and Deep Learning models across local and distributed environments. Built for the [MAD (Model Automation and Dashboarding)](https://github.com/ROCm/MAD) ecosystem, it provides seamless execution from single GPUs to multi-node clusters. - -## πŸ“– Table of Contents - -- [Key Features](#-key-features) -- [Quick Start](#-quick-start) -- [Commands](#-commands) -- [Documentation](#-documentation) -- [Architecture](#-architecture) -- [Feature Matrix](#-feature-matrix) -- [Usage Examples](#-usage-examples) -- [Model Discovery](#-model-discovery) -- [Performance Profiling](#-performance-profiling) -- [Reporting and Database](#-reporting-and-database) -- [Installation](#-installation) -- [Tips & Best Practices](#-tips--best-practices) - - [Log error pattern scan](#log-error-pattern-scan) - - [Exit codes and CI](#exit-codes-and-ci) -- [Contributing](#-contributing) -- [License](#-license) -- [Links & Resources](#-links--resources) +madengine is a modern CLI tool for running Large Language Models (LLMs) and Deep Learning models across local and distributed environments. Built for the [MAD (Model Automation and Dashboarding)](https://github.com/ROCm/MAD) ecosystem, it provides seamless execution from single GPUs to multi-node clusters β€” with the same command working locally, on Kubernetes, and on SLURM. ## ✨ Key Features -- **πŸš€ Modern CLI** - Rich terminal output with Typer and Rich -- **🎯 Simple Deployment** - Run locally or deploy to Kubernetes/SLURM via configuration -- **πŸ”§ Distributed Launchers** - Full support for torchrun, DeepSpeed, Megatron-LM, TorchTitan, Primus, vLLM, SGLang -- **🐳 Container-Native** - Docker-based execution with GPU support (ROCm, CUDA) -- **πŸ“‚ ROCm Path** - Auto-detect **host** ROCm root (override with top-level `MAD_ROCM_PATH`); in-container `ROCM_PATH` is set independently via `docker_env_vars.MAD_ROCM_PATH` and resolved at Docker run (image OCI env + in-image probe, not host mirroring) β€” see [Configuration](docs/configuration.md#rocm-path-run-only) -- **πŸ“Š Performance Tools** - Integrated profiling with rocprof/rocprofv3, [rocm-trace-lite](https://github.com/sunway513/rocm-trace-lite) (RTL), rocblas, MIOpen, RCCL tracing -- **🎯 ROCprofv3 Profiles** - 8 pre-configured profiles for compute/memory/communication bottleneck analysis -- **πŸ” Environment Validation** - TheRock ROCm detection and validation tools -- **βš™οΈ Intelligent Defaults** - Minimal K8s configs with automatic preset application -- **πŸ“‹ Configurable log scan** - Optional `--additional-context` keys to disable or tune post-run log substring checks (see [Log error pattern scan](#log-error-pattern-scan)) +- **πŸš€ Modern CLI** β€” Rich terminal output with Typer and Rich +- **🎯 Simple Deployment** β€” Run locally or deploy to Kubernetes/SLURM by adding a config key; no code changes +- **πŸ”§ Distributed Launchers** β€” torchrun, DeepSpeed, Megatron-LM, TorchTitan, Primus, vLLM, SGLang +- **🐳 Container-Native** β€” Docker-based execution with GPU support (ROCm, CUDA) +- **πŸ“Š Performance Tools** β€” Integrated profiling with rocprof/rocprofv3, [rocm-trace-lite](https://github.com/sunway513/rocm-trace-lite), rocBLAS/MIOpen/RCCL tracing β†’ see [Profiling](docs/profiling.md) +- **βš™οΈ Intelligent Defaults** β€” Minimal configs auto-merged with presets; host/in-container ROCm path auto-detected β†’ see [Configuration](docs/configuration.md#rocm-path-run-only) ## πŸš€ Quick Start @@ -55,504 +31,186 @@ madengine is a modern CLI tool for running Large Language Models (LLMs) and Deep # Install madengine pip install git+https://github.com/ROCm/madengine.git -# Clone MAD package (required for models) +# Clone the MAD package (required for models) git clone https://github.com/ROCm/MAD.git && cd MAD # Discover available models madengine discover --tags dummy -# Run locally (full workflow: discover/build/run as configured by the model) +# Run locally (discover β†’ build β†’ run, as configured by the model) madengine run --tags dummy +``` + +> **Note:** For build operations `gpu_vendor` defaults to `AMD` and `guest_os` to `UBUNTU`. For non-AMD/Ubuntu environments, set them explicitly, e.g. `--additional-context '{"gpu_vendor": "NVIDIA", "guest_os": "CENTOS"}'`. + +**Results:** Performance data is written to `perf.csv` (and optionally `perf_entry.csv`), created automatically if missing. Failed runs are recorded with status `FAILURE` so every attempted model appears. See [Exit Codes](docs/cli-reference.md#exit-codes) for CI usage. If ROCm isn't auto-detected, set `MAD_ROCM_PATH` β€” see [Configuration](docs/configuration.md#rocm-path-run-only). -# Or with explicit configuration -madengine run --tags dummy \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' +## πŸ—οΈ Architecture + +madengine is organized in layers: the CLI drives orchestrators that discover and build models, then hand off to a local or distributed execution target, which runs the model under the appropriate launcher and emits performance data for reporting. + +```mermaid +flowchart TB + subgraph CLI["CLI Layer β€” Typer + Rich"] + C1[discover] + C2[build] + C3[run] + C4[report] + C5[database] + end + + subgraph ORC["Orchestration Layer"] + O1[DiscoverModels] + O2[BuildOrchestrator] + O3[RunOrchestrator] + MAN[(build_manifest.json)] + end + + subgraph EXEC["Execution / Deployment Layer"] + E1[ContainerRunner
local Docker] + E2[DeploymentFactory] + K8S[Kubernetes Jobs] + SLURM[SLURM Jobs] + end + + subgraph LAUNCH["Launcher Layer"] + T[Train: torchrun Β· DeepSpeed
Megatron-LM Β· TorchTitan Β· Primus] + I[Infer: vLLM Β· SGLang Β· SGLang Disagg] + end + + OUT[(perf.csv / JSON)] + + C1 --> O1 + C2 --> O2 + C3 --> O3 + O2 --> MAN --> O3 + O1 --> O2 + O3 --> E1 + O3 --> E2 + E2 --> K8S + E2 --> SLURM + E1 --> LAUNCH + K8S --> LAUNCH + SLURM --> LAUNCH + LAUNCH --> OUT + OUT --> C4 + OUT --> C5 ``` -> **Note**: For build operations, `gpu_vendor` defaults to `AMD` and `guest_os` defaults to `UBUNTU` if not specified. For production deployments or non-AMD/Ubuntu environments, explicitly specify these values. +1. **CLI Layer** β€” five commands: `discover`, `build`, `run`, `report`, `database` +2. **Orchestration** β€” `DiscoverModels` finds models; `BuildOrchestrator` builds images and writes `build_manifest.json`; `RunOrchestrator` reads/triggers the build and infers the target +3. **Execution / Deployment** β€” local `ContainerRunner`, or `DeploymentFactory` β†’ Kubernetes / SLURM +4. **Launchers** β€” distributed training and inference frameworks +5. **Output & Post-Processing** β€” `perf.csv`/JSON results β†’ `report` (HTML/email) and `database` (MongoDB) -If auto-detection does not find your **host** ROCm root, set top-level `MAD_ROCM_PATH` in `--additional-context`. For a different ROCm root **inside the container**, set `docker_env_vars.MAD_ROCM_PATH` in additional context. If you omit it, madengine derives in-container `ROCM_PATH` when running Docker (from the image's baked-in env, then an in-container probe, then `/opt/rocm` β€” it does **not** copy the host path). You can also set `ROCM_PATH` / `MAD_AUTO_ROCM_PATH=0` for **host** behavior as documented in [docs/configuration.md](docs/configuration.md): +## πŸ”„ Workflow -```bash -# Override host ROCm root: -madengine run --tags dummy --additional-context '{"MAD_ROCM_PATH": "/path/to/rocm"}' -# or: export ROCM_PATH=/path/to/rocm && madengine run --tags dummy -# Override in-container ROCm root independently: -madengine run --tags dummy --additional-context '{"docker_env_vars": {"MAD_ROCM_PATH": "/path/in/container"}}' +The core pipeline is the same everywhere: discover models, build images once, run them against a target, then report. Build and run can be separated so images are built once (e.g. in CI) and reused across nodes. + +```mermaid +flowchart LR + D[discover
find models by tag] --> B[build
Docker images] + B --> M[(build_manifest.json)] + M --> R[run
infer target + execute] + R --> P[(perf.csv)] + P --> RP[report
HTML / email] + P --> DB[database
MongoDB] ``` -**Results:** Performance data is written to `perf.csv` (and optionally `perf_entry.csv`). The file is created automatically if missing. Failed runs (including pre-run setup failures) are recorded with status `FAILURE` so every attempted model appears in the table. See [Exit Codes](docs/cli-reference.md#exit-codes) for CI/script usage. +**Deployment target is inferred from the config** (Convention over Configuration) β€” no `deploy` flag needed: -## πŸ“‹ Commands +```mermaid +flowchart TD + A[additional_context] --> Q{which key?} + Q -->|k8s / kubernetes| K[Kubernetes deployment] + Q -->|slurm| S[SLURM deployment] + Q -->|neither| L[Local Docker execution] +``` -madengine provides five main commands for model automation and benchmarking: +## πŸ“‹ Commands | Command | Description | Use Case | |---------|-------------|----------| -| **[discover](#-model-discovery)** | Find available models | Model exploration and validation | -| **[build](#building-images)** | Build Docker images | Create containerized models | -| **[run](#-usage-examples)** | Execute models | Local and distributed execution | -| **[report](docs/cli-reference.md#report---generate-reports)** | Generate HTML reports | Convert CSV to viewable reports | -| **[database](docs/cli-reference.md#database---upload-to-mongodb)** | Upload to MongoDB | Store results in database | - -**Quick Start:** +| **[discover](docs/usage.md#model-discovery)** | Find available models | Model exploration and validation | +| **[build](docs/usage.md#build-workflow)** | Build Docker images | Create containerized models | +| **[run](docs/usage.md#run-workflow)** | Execute models | Local and distributed execution | +| **[report](docs/cli-reference.md#report---generate-reports)** | Generate HTML/email reports | Convert CSV to viewable reports | +| **[database](docs/cli-reference.md#database---upload-to-mongodb)** | Upload to MongoDB | Store results in a database | ```bash -# Discover models -madengine discover --tags dummy +madengine discover --tags dummy # Find models +madengine build --tags dummy # Build image (AMD/UBUNTU defaults) +madengine run --tags dummy # Run model +madengine report to-html --csv-file perf_entry.csv # Report +madengine database --csv-file perf_entry.csv --db mydb --collection results # Upload +``` -# Build image (uses AMD/UBUNTU defaults) -madengine build --tags dummy +For all options and examples, see the **[CLI Reference](docs/cli-reference.md)**. -# Run model -madengine run --tags dummy +## πŸ’» Usage Examples -# For non-AMD/Ubuntu environments, specify explicitly: -# madengine build --tags dummy --additional-context '{"gpu_vendor": "NVIDIA", "guest_os": "CENTOS"}' +```bash +# Local, multi-GPU with torchrun (DDP/FSDP) +madengine run --tags model \ + --additional-context '{"docker_gpus": "0,1,2,3", + "distributed": {"launcher": "torchrun", "nproc_per_node": 4}}' -# Generate report -madengine report to-html --csv-file perf_entry.csv +# Kubernetes (minimal config, presets auto-applied) +madengine run --tags model \ + --additional-context '{"k8s": {"gpu_count": 2}}' -# Upload results -madengine database --csv-file perf_entry.csv --db mydb --collection results +# SLURM (build once, then deploy) +madengine build --tags model --registry gcr.io/myproject +madengine run --manifest-file build_manifest.json \ + --additional-context '{"slurm": {"partition": "gpu", "nodes": 4, "gpus_per_node": 8}, + "distributed": {"launcher": "torchtitan", "nnodes": 4, "nproc_per_node": 8}}' ``` -For detailed command options, see the **[CLI Command Reference](docs/cli-reference.md)**. +More local/K8s/SLURM/CI recipes: [Usage Guide](docs/usage.md) Β· [Configuration](docs/configuration.md) Β· [CLI Reference](docs/cli-reference.md). ## πŸ“š Documentation | Guide | Description | |-------|-------------| | [Installation](docs/installation.md) | Complete installation instructions | -| [Usage Guide](docs/usage.md) | Commands, workflows, and examples ([`--skip-model-run`](docs/usage.md#skip-model-run-after-build)) | +| [Usage Guide](docs/usage.md) | Commands, workflows, and examples | | **[CLI Reference](docs/cli-reference.md)** | **Detailed command options and examples** | +| [Configuration](docs/configuration.md) | Advanced options, ROCm path, log error scan | | [Deployment](docs/deployment.md) | Kubernetes and SLURM deployment | -| [Configuration](docs/configuration.md) | Advanced options; [run log error pattern scan](docs/configuration.md#run-phase-log-error-pattern-scan) | | [Batch Build](docs/batch-build.md) | Selective builds for CI/CD | -| [Launchers](docs/launchers.md) | Distributed training frameworks | +| [Launchers](docs/launchers.md) | Distributed frameworks + capability matrices | | [Profiling](docs/profiling.md) | Performance analysis tools | | [Contributing](docs/contributing.md) | How to contribute | -## πŸ—οΈ Architecture - -``` - β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” - β”‚ madengine CLI v2.0 (Typer + Rich) β”‚ - β”‚ discover β”‚ build β”‚ run β”‚ report β”‚ database β”‚ - β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ β”‚ β”‚ - β”‚ β”‚ β–Ό - β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ Orchestration Layer ───────────────────────────┐ - β”‚ β”‚ β”‚ Model Discovery (models.json / scripts/ get_models) β”‚ - β”‚ β”‚ β”‚ BuildOrchestrator Β· RunOrchestrator β”‚ - β”‚ └──│ | - β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ Infrastructure Layer ─────────────┐ - β”‚ β–Ό β–Ό β–Ό β”‚ - β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ - β”‚ β”‚ Local β”‚ β”‚ Kubernetes β”‚ β”‚ SLURM β”‚ β”‚ - β”‚ β”‚ Docker β”‚ β”‚ Jobs β”‚ β”‚ Jobs β”‚ β”‚ - β”‚ β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ - β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ - β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β–Ό - β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ Launcher Layer (Distribution) ──────────────────────┐ - β”‚ Train: torchrun Β· DeepSpeed Β· Megatron-LM Β· TorchTitan Β· Primus β”‚ - β”‚ Infer: vLLM Β· SGLang Β· SGLang Disagg β”‚ - β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β–Ό - β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” - β”‚ Performance (CSV/JSON) β”‚ - β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” - β–Ό β–Ό - β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” - β”‚ report β”‚ β”‚ database β”‚ - β”‚ to-html, to-email β”‚ β”‚ MongoDB upload β”‚ - β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ -``` - -**Component Flow:** - -1. **CLI Layer** - User interface with 5 commands (discover, build, run, report, database) -2. **Model Discovery** - Find and validate models from MAD package -3. **Orchestration** - BuildOrchestrator & RunOrchestrator manage workflows -4. **Execution Targets** - Local Docker, Kubernetes Jobs, or SLURM Jobs -5. **Distributed Launchers** - Training (torchrun, DeepSpeed, Megatron-LM, TorchTitan, Primus) and Inference (vLLM, SGLang) -6. **Performance Output** - CSV/JSON results with metrics -7. **Post-Processing** - Report generation (HTML/Email) and database upload (MongoDB) - -## 🎯 Feature Matrix - -### Supported Launchers & Infrastructure +## 🎯 Supported Launchers | Launcher | Local | Kubernetes | SLURM | Type | Key Features | |----------|-------|-----------|-------|------|--------------| | **torchrun** | βœ… | βœ… | βœ… | Training | PyTorch DDP/FSDP, elastic training | | **DeepSpeed** | βœ… | βœ… | βœ… | Training | ZeRO optimization, pipeline parallelism | | **Megatron-LM** | βœ… | βœ… | βœ… | Training | Tensor+Pipeline parallel, large transformers | -| **TorchTitan** | βœ… | βœ… | βœ… | Training | FSDP2+TP+PP+CP, Llama 3.1 (8B-405B) | -| **Primus** | βœ… | βœ… | βœ… | Training | Megatron / TorchTitan / MaxText via Primus YAML; `distributed.primus` | +| **TorchTitan** | βœ… | βœ… | βœ… | Training | FSDP2+TP+PP+CP, Llama 3.1 (8B–405B) | +| **Primus** | βœ… | βœ… | βœ… | Training | Megatron / TorchTitan / MaxText via Primus YAML | | **vLLM** | βœ… | βœ… | βœ… | Inference | v1 engine, PagedAttention, Ray cluster | | **SGLang** | βœ… | βœ… | βœ… | Inference | RadixAttention, structured generation | | **SGLang Disagg** | ❌ | βœ… | βœ… | Inference | Disaggregated prefill/decode, Mooncake, 3+ nodes | -**Note:** All launchers support single-GPU, multi-GPU (single node), and multi-node (where infrastructure allows). See [Launchers Guide](docs/launchers.md) for details. - -### Parallelism Capabilities - -| Launcher | Tensor Parallel (TP) | Pipeline Parallel (PP) | Data Parallel (DP) | Context Parallel (CP) | FSDP/ZeRO | Expert Parallel (EP) | Primary Use Case | -|----------|----------------------|------------------------|--------------------|------------------------|-----------|----------------------|------------------| -| **torchrun** | ❗Manual | ❌No | ❗Manual (DDP) | ❌No | ❗Manual (FSDP) | ❌No | General distributed training | -| **TorchTitan** | βœ…Auto | βœ…Auto | βœ…Auto (FSDP2) | ❗Manual | βœ…Auto (FSDP2) | ❌No | Large-scale LLM pre-training | -| **DeepSpeed** | ❗Manual | ❗Manual | βœ…Auto (ZeRO) | ❌No | βœ…Auto (ZeRO) | ❌No | Memory-efficient training | -| **Megatron-LM** | βœ…Auto | βœ…Auto | βœ…Implicit | βœ…Auto | ❌No | ❌No | Large transformer training | -| **Primus** | ❗Manual | ❗Manual | ❗Manual | ❗Manual | ❗Manual | ❌No | Unified pretrain (experiment YAML; backend-specific) | -| **vLLM** | βœ…Auto | SLURM: βœ…Auto (Multi) / K8s: ❗Disabled | βœ…Auto (Replicas) | ❌No | ❌No | ❗Manual | High-throughput inference | -| **SGLang** | βœ…Auto | SLURM: βœ…Auto (Multi) / K8s: ❗Disabled | ❗Limited | ❌No | ❌No | ❌No | Inference + structured gen | -| **SGLang PD Disagg** | βœ…Auto | ❌No | βœ…Role-based | ❌No | ❌No | ❌No | Optimized prefill/decode | +All launchers support single-GPU, multi-GPU, and multi-node (where infrastructure allows). See the [Launchers Guide](docs/launchers.md) for the full **parallelism** and **infrastructure** capability matrices. -**Legend:** βœ…Auto = supported and configured by madengine; ❗Manual = supported by launcher but requires user configuration; ❗Limited / ❗Disabled = launcher or platform limitation. See [Launchers Guide](docs/launchers.md) and [Configuration](docs/configuration.md) for details. +## πŸ“Š Profiling -### Infrastructure Capabilities - -| Feature | Local | Kubernetes | SLURM | -|---------|-------|-----------|-------| -| **Execution** | Docker containers | K8s Jobs | SLURM jobs | -| **Multi-Node** | ❌ | βœ… Indexed Jobs | βœ… Job arrays | -| **Resource Mgmt** | Manual | Declarative (YAML) | Batch scheduler | -| **Monitoring** | Docker logs | kubectl/dashboard | squeue/scontrol | -| **Auto-scaling** | ❌ | βœ… | ❌ | -| **Network** | Host | CNI plugin | InfiniBand/Ethernet | - -## πŸ’» Usage Examples - -### Local Execution - -```bash -# Single GPU -madengine run --tags dummy \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' - -# Multi-GPU with torchrun (DDP/FSDP) -madengine run --tags model \ - --additional-context '{ - "gpu_vendor": "AMD", - "guest_os": "UBUNTU", - "docker_gpus": "0,1,2,3", - "distributed": { - "launcher": "torchrun", - "nproc_per_node": 4 - } - }' - -# With DeepSpeed (ZeRO optimization) -madengine run --tags model \ - --additional-context '{ - "gpu_vendor": "AMD", - "guest_os": "UBUNTU", - "docker_gpus": "all", - "distributed": { - "launcher": "deepspeed", - "nproc_per_node": 8 - } - }' -``` - -### Kubernetes Deployment +madengine ships integrated profiling for AMD ROCm β€” `rocprof`, eight pre-configured `rocprofv3` profiles (ROCm 7.0+), `rocm-trace-lite`, library tracing (rocBLAS/MIOpen/Tensile/RCCL), and power/VRAM monitors. Tools are stackable via `--additional-context '{"tools": [...]}'`. ```bash -# Minimal config (auto-defaults applied) -madengine run --tags model \ - --additional-context '{"k8s": {"gpu_count": 2}}' - -# Multi-node inference with vLLM -madengine run --tags model \ - --additional-context '{ - "k8s": { - "namespace": "ml-team", - "gpu_count": 8 - }, - "distributed": { - "launcher": "vllm", - "nnodes": 2, - "nproc_per_node": 4 - } - }' - -# SGLang with structured generation -madengine run --tags model \ - --additional-context '{ - "k8s": {"gpu_count": 4}, - "distributed": { - "launcher": "sglang", - "nproc_per_node": 4 - } - }' -``` - -### SLURM Deployment - -```bash -# Build phase (local or CI) -madengine build --tags model \ - --registry gcr.io/myproject \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' - -# Deploy phase (on SLURM login node) -madengine run --manifest-file build_manifest.json \ - --additional-context '{ - "slurm": { - "partition": "gpu", - "nodes": 4, - "gpus_per_node": 8, - "time": "24:00:00" - }, - "distributed": { - "launcher": "torchtitan", - "nnodes": 4, - "nproc_per_node": 8 - } - }' -``` - -To run on **specific nodes**, set `nodelist` (comma-separated node names). When set, the job is restricted to those nodes and automatic node health preflight is skipped. Example: `"slurm": { "nodelist": "node01,node02", "nodes": 2, ... }`. See [Configuration](docs/configuration.md#slurm-deployment) and [examples/slurm-configs/basic/03-multi-node-basic-nodelist.json](examples/slurm-configs/basic/03-multi-node-basic-nodelist.json). - -### Common Workflows - -**Development β†’ Testing β†’ Production:** - -```bash -# 1. Develop locally with single GPU -madengine run --tags model \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' - -# 2. Test multi-GPU locally -madengine run --tags model \ - --additional-context '{ - "gpu_vendor": "AMD", - "guest_os": "UBUNTU", - "docker_gpus": "0,1", - "distributed": {"launcher": "torchrun", "nproc_per_node": 2} - }' - -# 3. Build and push to registry -madengine build --tags model \ - --registry docker.io/myorg \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' - -# 4. Deploy to Kubernetes -madengine run --manifest-file build_manifest.json -``` - -**CI/CD Pipeline:** - -```bash -# Batch build (selective rebuilds) -madengine build --batch-manifest batch.json \ - --registry docker.io/myorg - -# Run tests -madengine run --manifest-file build_manifest.json \ - --additional-context '{"k8s": {"namespace": "ci-test"}}' - -# Generate and email reports -madengine report to-email --directory ./results --output ci_report.html - -# Upload to database -madengine database --csv-file perf_entry.csv \ - --database-name ci_db --collection-name test_results -``` - -See [Usage Guide](docs/usage.md), [Configuration Guide](docs/configuration.md), and [CLI Reference](docs/cli-reference.md) for more examples. - -### Building Images - -```bash -# Build single model -madengine build --tags dummy \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' - -# Build with registry (for distributed deployment) -madengine build --tags model1 model2 \ - --registry localhost:5000 \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' - -# Build for multiple GPU architectures -madengine build --tags model \ - --target-archs gfx908 gfx90a gfx942 \ - --registry gcr.io/myproject - -# Batch build mode (selective builds for CI/CD) -madengine build --batch-manifest examples/build-manifest/batch.json \ - --registry docker.io/myorg - -# Clean rebuild (no Docker cache) -madengine build --tags model --clean-docker-cache \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU"}' -``` - -**Output:** Creates `build_manifest.json` with built image names and configurations. - -See [Batch Build Guide](docs/batch-build.md) and examples in [`examples/build-manifest/`](examples/build-manifest/). - -## πŸ” Model Discovery - -madengine discovers models from the MAD package using three methods: - -```bash -# Root models (models.json) -madengine discover --tags pyt_huggingface_bert - -# Directory-specific (scripts/{dir}/models.json), scoped tag: {dir}/{model_or_tag} -madengine discover --tags dummy2/model1 - -# Dynamic with parameters (scripts/{dir}/get_models_json.py) -madengine discover --tags dummy3/model3:batch_size=512 +madengine run --tags model --additional-context '{"tools": [{"name": "rocprofv3_compute"}]}' ``` -## πŸ“Š Performance Profiling - -madengine includes integrated profiling tools for AMD ROCm: - -```bash -# GPU profiling with rocprof -madengine run --tags model \ - --additional-context '{ - "gpu_vendor": "AMD", - "guest_os": "UBUNTU", - "tools": [{"name": "rocprof"}] - }' - -# ROCprofv3 (ROCm 7.0+) - Advanced profiling with pre-configured profiles -madengine run --tags model \ - --additional-context '{"tools": [{"name": "rocprofv3_compute"}]}' - -# Use configuration files for complex setups -madengine run --tags model \ - --additional-context-file examples/profiling-configs/rocprofv3_multi_gpu.json - -# Library tracing (rocBLAS, MIOpen, Tensile, RCCL) -madengine run --tags model \ - --additional-context '{"tools": [{"name": "rocblas_trace"}]}' - -# rocm-trace-lite β€” lightweight kernel dispatch trace (SQLite; no rocprofiler-sdk) -# Requires outbound HTTPS to GitHub on first run unless the wheel is baked into the image -# (see docs/profiling.md). Do not combine with rocprof / rocprofv3_* on the same run. -madengine run --tags model \ - --additional-context '{"gpu_vendor": "AMD", "guest_os": "UBUNTU", "tools": [{"name": "rocm_trace_lite"}]}' - -# Power and VRAM monitoring -madengine run --tags model \ - --additional-context '{"tools": [ - {"name": "gpu_info_power_profiler"}, - {"name": "gpu_info_vram_profiler"} - ]}' - -# Multiple tools (stackable) -madengine run --tags model \ - --additional-context '{"tools": [ - {"name": "rocprofv3_memory"}, - {"name": "rocblas_trace"}, - {"name": "gpu_info_power_profiler"} - ]}' -``` - -**Available Tools:** - -| Tool | Purpose | Output | -|------|---------|--------| -| `rocprof` | GPU kernel profiling | Kernel timings, occupancy | -| `rocprofv3_compute` | Compute-bound analysis (ROCm 7.0+) | ALU metrics, wave execution | -| `rocprofv3_memory` | Memory-bound analysis (ROCm 7.0+) | Cache hits, bandwidth | -| `rocprofv3_communication` | Multi-GPU communication (ROCm 7.0+) | RCCL traces, inter-GPU transfers | -| `rocprofv3_lightweight` | Minimal overhead profiling (ROCm 7.0+) | HIP and kernel traces | -| `rocm_trace_lite` | RTL **`lite`** mode β€” kernel dispatch trace (HSA, SQLite/RPD-style); [`rtl trace --mode lite`](https://sunway513.github.io/rocm-trace-lite/quickstart.html) via `rtl_trace_wrapper.sh` | `rocm_trace_lite_output/trace.db` (and optional `trace.json.gz`, `trace_summary.txt`) | -| `rocm_trace_lite_default` | RTL **`default`** mode β€” broader dispatch coverage; higher overhead than `lite` (same outputs paths) | Same as `rocm_trace_lite` | -| `rocblas_trace` | rocBLAS library calls | Function calls, arguments | -| `miopen_trace` | MIOpen library calls | Conv/pooling operations | -| `tensile_trace` | Tensile GEMM library | Matrix multiply details | -| `rccl_trace` | RCCL collective ops | Communication patterns | -| `gpu_info_power_profiler` | GPU power consumption | Power usage over time | -| `gpu_info_vram_profiler` | GPU memory usage | VRAM utilization | -| `therock_check` | TheRock ROCm validation | Installation detection | - -**ROCprofv3 Profiles** (ROCm 7.0+): - -madengine provides 8 pre-configured ROCprofv3 profiles for different bottleneck scenarios: - -- `rocprofv3_compute` - Compute-bound workloads (transformers, dense ops) -- `rocprofv3_memory` - Memory-bound workloads (large batches, high-res) -- `rocprofv3_communication` - Multi-GPU distributed training -- `rocprofv3_full` - Comprehensive profiling (all metrics, high overhead) -- `rocprofv3_lightweight` - Minimal overhead (production-friendly) -- `rocprofv3_perfetto` - Perfetto UI compatible traces -- `rocprofv3_api_overhead` - API call timing analysis -- `rocprofv3_pc_sampling` - Kernel hotspot identification - -See [`examples/profiling-configs/`](examples/profiling-configs/) for ready-to-use configuration files. - -**rocm-trace-lite (`rocm_trace_lite` / `rocm_trace_lite_default`):** - -- madengine runs workloads under `scripts/common/tools/rtl_trace_wrapper.sh`, which invokes the `rtl` CLI (or `python3 -m rocm_trace_lite.cli`) with **`RTL_MODE=lite`** or **`RTL_MODE=default`** and writes traces under `rocm_trace_lite_output/`. -- The trace **pre-script** installs the package from a **[GitHub Release wheel](https://github.com/sunway513/rocm-trace-lite/releases)** (not PyPI). By default it uses a **pinned** `linux_x86_64` wheel for reproducible installs. Set **`ROCM_TRACE_LITE_FOLLOW_LATEST=1`** to resolve the latest wheel via the GitHub API, or **`ROCM_TRACE_LITE_WHEEL_URL`** to a direct `.whl` URL for air-gapped installs or non-x86_64 platforms. -- Choose **either** `rocm_trace_lite` **or** rocprof / `rocprofv3_*` for a given runβ€”not both. Details: [Profiling Guide](docs/profiling.md) (section *rocm-trace-lite (RTL)*). - -**TheRock Validation:** - -```bash -# Validate TheRock installation (AMD's pip-based ROCm) -madengine run --tags dummy_therock \ - --additional-context '{"tools": [{"name": "therock_check"}]}' -``` - -See [Profiling Guide](docs/profiling.md) for detailed usage and analysis. - -## πŸ“Š Reporting and Database - -### Generate Reports - -Convert performance CSV files to HTML reports: - -```bash -# Single CSV to HTML -madengine report to-html --csv-file perf_entry.csv - -# Consolidated email report (all CSVs in directory) -madengine report to-email --directory ./results --output summary.html -``` - -### Upload to Database - -Store performance results in MongoDB: - -```bash -# Set MongoDB connection -export MONGO_HOST=mongodb.example.com -export MONGO_PORT=27017 -export MONGO_USER=myuser -export MONGO_PASSWORD=mypassword - -# Upload CSV to MongoDB -madengine database --csv-file perf_entry.csv \ - --database-name performance_db \ - --collection-name model_runs -``` - -**Use Cases:** -- Track performance over time -- Compare results across different configurations -- Build performance dashboards -- Automated CI/CD reporting - -See [CLI Reference](docs/cli-reference.md) for complete options. +See the [Profiling Guide](docs/profiling.md) and ready-to-use configs in [`examples/profiling-configs/`](examples/profiling-configs/). ## πŸ“¦ Installation ```bash -# Install madengine (all dependencies, including Kubernetes support, are included) +# Install (all dependencies, including Kubernetes support, included) pip install git+https://github.com/ROCm/madengine.git # Development installation @@ -560,147 +218,41 @@ git clone https://github.com/ROCm/madengine.git cd madengine && pip install -e . ``` -See [Installation Guide](docs/installation.md) for detailed instructions. - -## πŸ’‘ Tips & Best Practices - -### General Usage - -- **Use configuration files** for complex setups instead of long command lines -- **Test locally first** with single GPU before scaling to multi-node -- **Enable verbose logging** (`--verbose`) when debugging issues -- **Use `--live-output`** for real-time monitoring of long-running operations - -### Log error pattern scan - -After a local Docker run, madengine can scan the captured **run log** for common failure substrings (for example `RuntimeError:`, `CUDA out of memory`, `Traceback`). That helps catch hard failures when exit codes are ambiguous, but some workloads log benign `RuntimeError:` text while tests still pass. - -- **Disable** the scan when another signal is authoritative (e.g. pytest/JUnit inside the image): set `"log_error_pattern_scan": false` in `--additional-context` or in the model entry in `models.json`. See [Configuration β€” Run phase: log error pattern scan](docs/configuration.md#run-phase-log-error-pattern-scan). -- **Extend exclusions** with `log_error_benign_patterns` (list of strings), or **replace** the default pattern list with `log_error_patterns` (non-empty list of strings) for advanced cases. - -### CI / Jenkins - -- **Exit codes:** The CLI uses fixed exit codes (`ExitCode` in `madengine.cli.constants`, e.g. `SUCCESS=0`, `RUN_FAILURE=3`, `INVALID_ARGS=4`). Pipelines should treat **non-zero** as failure; no log scraping is required for pass/fail. -- **Streaming:** In Jenkins, avoid redirecting stdout only to a file (`> file`) without `tee` if you want the console to update during the run. Prefer `... 2>&1 | tee madengine.run.log` with `bash -o pipefail` so the step exit code is still from `madengine`. -- **Unbuffered Python:** If output still appears in chunks, set `PYTHONUNBUFFERED=1` (or `python -u`) for the `madengine` process. +See the [Installation Guide](docs/installation.md) for details. -### Build & Deployment +## πŸ’‘ Tips & Troubleshooting -- **Separate build and run phases** for distributed deployments -- **Skip model script:** `madengine run --tags … --skip-model-run` starts the container and runs `pre_scripts`, but skips the model script. Combine with `--keep-alive` for a live container ready for manual exec. Ignored with a warning on SLURM/K8s. See [Usage β€” Skip model run after build](docs/usage.md#skip-model-run-after-build). -- **Use registries** for multi-node execution (K8s/SLURM) -- **Use batch build mode** for CI/CD to optimize build times -- **Specify `--target-archs`** when building for multiple GPU architectures +- **Test locally first** with a single GPU before scaling to multi-node; use config files for complex setups. +- **Debugging:** add `--verbose --live-output`; keep a container for inspection with `--keep-alive`. +- **CI:** the CLI uses fixed [exit codes](docs/cli-reference.md#exit-codes) (`0` success, `2` build failure, `3` run failure, `4` invalid args) β€” no log scraping needed. +- **Log error scan** can flag benign `RuntimeError:` text; disable or tune it via `log_error_pattern_scan` / `log_error_benign_patterns` β€” see [Configuration](docs/configuration.md#run-phase-log-error-pattern-scan). -### Performance - -- **Start with small timeouts** and increase as needed -- **Use profiling tools** to identify bottlenecks -- **Monitor GPU utilization** with `gpu_info_power_profiler` -- **Profile library calls** with rocBLAS/MIOpen tracing - -### Exit codes and CI - -madengine uses consistent exit codes for scripts and CI (e.g. Jenkins): `0` = success, `1` = general failure, `2` = build failure, `3` = one or more run failures, `4` = invalid arguments. Failed runs are still written to `perf.csv` with status `FAILURE`. See [CLI Reference β€” Exit Codes](docs/cli-reference.md#exit-codes) for the full table and examples. - -### Troubleshooting - -```bash -# Check model is available -madengine discover --tags your_model - -# Verbose output for debugging -madengine run --tags model --verbose --live-output - -# Keep container alive for inspection -madengine run --tags model --keep-alive - -# Clean rebuild if build fails -madengine build --tags model --clean-docker-cache --verbose -``` - -**ROCm not in /opt/rocm:** Set top-level `MAD_ROCM_PATH` in `--additional-context` for the **host**; for **in-container** paths, set `docker_env_vars.MAD_ROCM_PATH`, or let madengine resolve `ROCM_PATH` at run from the image and probe (see [Configuration](docs/configuration.md#rocm-path-run-only)). - -**Common Issues:** -- **False failures with profiling**: If models show FAILURE but have performance metrics, see [Profiling Troubleshooting](docs/profiling.md#false-failure-detection-with-rocprof) -- **False failures from `RuntimeError:` in logs**: If the workload logs expected exception text but tests pass, disable or tune the scan with `log_error_pattern_scan` / `log_error_benign_patterns` β€” see [Configuration](docs/configuration.md#run-phase-log-error-pattern-scan) -- **ROCProf log errors**: Messages like `E20251230` are informational logs, not errors (fixed in v2.0+) -- **Configuration errors**: Validate JSON with `python -m json.tool your-config.json` +More: [Usage β€” Troubleshooting](docs/usage.md#troubleshooting) Β· [Profiling β€” False failures](docs/profiling.md#false-failure-detection-with-rocprof). ## 🀝 Contributing -We welcome contributions! See [Contributing Guide](docs/contributing.md) for details. +Contributions are welcome! See the [Contributing Guide](docs/contributing.md). ```bash git clone https://github.com/ROCm/madengine.git -cd madengine -python3 -m venv venv && source venv/bin/activate +cd madengine && python3 -m venv venv && source venv/bin/activate pip install -e . - -# Run all tests pytest - -# Run specific test module -pytest tests/unit/test_error_handling.py -v - -# Run error pattern tests -pytest tests/unit/test_error_handling.py::TestErrorPatternMatching -v ``` ## πŸ“„ License -MIT License - see [LICENSE](LICENSE) file for details. +MIT License β€” see [LICENSE](LICENSE). ## πŸ”— Links & Resources -### Documentation -- **[CLI Reference](docs/cli-reference.md)** - Complete command options -- **[Usage Guide](docs/usage.md)** - Workflows and examples -- **[Deployment Guide](docs/deployment.md)** - Kubernetes/SLURM deployment -- **[Configuration Guide](docs/configuration.md)** - Advanced configuration -- **[All Docs](docs/)** - Complete documentation index - -### External Resources -- **MAD Package**: https://github.com/ROCm/MAD -- **Issues & Support**: https://github.com/ROCm/madengine/issues -- **ROCm Documentation**: https://rocm.docs.amd.com/ - -### Getting Help - -**Command Help:** -```bash -madengine --help # Main help -madengine --help # Command-specific help -madengine report --help # Sub-app help -madengine report to-html --help # Sub-command help -``` - -**Quick Checks:** -```bash -# Verify installation -madengine --version - -# Discover available models -madengine discover - -# Check specific model -madengine discover --tags your_model --verbose -``` - -**Troubleshooting:** -- Check [CLI Reference](docs/cli-reference.md) for all command options -- Enable `--verbose` flag for detailed error messages -- See [Usage Guide](docs/usage.md) troubleshooting section -- Report issues: https://github.com/ROCm/madengine/issues +- **MAD Package:** https://github.com/ROCm/MAD +- **Issues & Support:** https://github.com/ROCm/madengine/issues +- **ROCm Documentation:** https://rocm.docs.amd.com/ +- **Command help:** `madengine --help` Β· `madengine --help` --- ## ⚠️ Migration Notice (v2.0.0+) -The CLI has been unified! Starting from v2.0.0: -- βœ… Use `madengine` (unified modern CLI with K8s, SLURM, distributed support) -- ❌ Legacy v1.x CLI has been removed - ---- - -**Code Quality**: Clean codebase with no dead code, comprehensive test coverage, and following Python best practices. +The CLI has been unified. Starting from v2.0.0, use `madengine` (with K8s, SLURM, and distributed support); the legacy v1.x CLI has been removed. diff --git a/docs/README.md b/docs/README.md index db31f762..1388a2ae 100644 --- a/docs/README.md +++ b/docs/README.md @@ -35,7 +35,55 @@ Complete documentation for madengine - AI model automation and distributed bench ## πŸ—οΈ Architecture -The architecture diagram (Orchestration, Infrastructure, and Launcher layers) is in the [main README](../README.md#-architecture). Summary: +The CLI drives orchestrators that discover and build models, then hand off to a local or distributed execution target, which runs the model under the appropriate launcher and emits performance data for reporting. (Same diagram as the [main README](../README.md#-architecture).) + +```mermaid +flowchart TB + subgraph CLI["CLI Layer β€” Typer + Rich"] + C1[discover] + C2[build] + C3[run] + C4[report] + C5[database] + end + + subgraph ORC["Orchestration Layer"] + O1[DiscoverModels] + O2[BuildOrchestrator] + O3[RunOrchestrator] + MAN[(build_manifest.json)] + end + + subgraph EXEC["Execution / Deployment Layer"] + E1[ContainerRunner
local Docker] + E2[DeploymentFactory] + K8S[Kubernetes Jobs] + SLURM[SLURM Jobs] + end + + subgraph LAUNCH["Launcher Layer"] + T[Train: torchrun Β· DeepSpeed
Megatron-LM Β· TorchTitan Β· Primus] + I[Infer: vLLM Β· SGLang Β· SGLang Disagg] + end + + OUT[(perf.csv / JSON)] + + C1 --> O1 + C2 --> O2 + C3 --> O3 + O2 --> MAN --> O3 + O1 --> O2 + O3 --> E1 + O3 --> E2 + E2 --> K8S + E2 --> SLURM + E1 --> LAUNCH + K8S --> LAUNCH + SLURM --> LAUNCH + LAUNCH --> OUT + OUT --> C4 + OUT --> C5 +``` 1. **CLI Layer** - User interface with 5 commands (discover, build, run, report, database) 2. **Model Discovery** - Find and validate models from MAD package diff --git a/docs/deployment.md b/docs/deployment.md index fa03e7f5..9c55827d 100644 --- a/docs/deployment.md +++ b/docs/deployment.md @@ -13,24 +13,28 @@ Deployment is configured via `--additional-context` and happens automatically du ## Deployment Workflow +Build once, then deploy the resulting manifest to any target: + +```mermaid +flowchart LR + B["1. Build Phase
(local or CI/CD)
madengine build --tags model"] --> M[(build_manifest.json
+ image in registry)] + M --> D["2. Deploy Phase
madengine run --manifest-file build_manifest.json
--additional-context '{...}'"] + D --> T{detect target} + T -->|k8s / kubernetes| K[K8s Job] + T -->|slurm| S[SLURM script] + T -->|neither| L[Local Docker] ``` -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ 1. Build Phase (Local or CI/CD) β”‚ -β”‚ madengine build --tags model β”‚ -β”‚ β†’ Creates Docker image β”‚ -β”‚ β†’ Pushes to registry β”‚ -β”‚ β†’ Generates build_manifest.json β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - ↓ -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ 2. Deploy Phase (Run with Context) β”‚ -β”‚ madengine run β”‚ -β”‚ --manifest-file build_manifest.json β”‚ -β”‚ --additional-context '{"deploy":...}' β”‚ -β”‚ β†’ Detects deployment target β”‚ -β”‚ β†’ Creates K8s Job or SLURM script β”‚ -β”‚ β†’ Submits and monitors execution β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + +### Deployment Target Inference + +No explicit `deploy` field is required β€” the target is inferred from the config structure (Convention over Configuration): + +```mermaid +flowchart TD + A[additional_context] --> Q{which key?} + Q -->|k8s / kubernetes| K[Kubernetes deployment] + Q -->|slurm| S[SLURM deployment] + Q -->|neither| L[Local Docker execution] ``` ## Kubernetes Deployment diff --git a/docs/img/architecture_overview.png b/docs/img/architecture_overview.png deleted file mode 100755 index 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requires user configuration; `❗Limited` / `❗Disabled` = launcher or platform limitation. + +| Launcher | Tensor Parallel (TP) | Pipeline Parallel (PP) | Data Parallel (DP) | Context Parallel (CP) | FSDP/ZeRO | Expert Parallel (EP) | Primary Use Case | +|----------|----------------------|------------------------|--------------------|------------------------|-----------|----------------------|------------------| +| **torchrun** | ❗Manual | ❌No | ❗Manual (DDP) | ❌No | ❗Manual (FSDP) | ❌No | General distributed training | +| **TorchTitan** | βœ…Auto | βœ…Auto | βœ…Auto (FSDP2) | ❗Manual | βœ…Auto (FSDP2) | ❌No | Large-scale LLM pre-training | +| **DeepSpeed** | ❗Manual | ❗Manual | βœ…Auto (ZeRO) | ❌No | βœ…Auto (ZeRO) | ❌No | Memory-efficient training | +| **Megatron-LM** | βœ…Auto | βœ…Auto | βœ…Implicit | βœ…Auto | ❌No | ❌No | Large transformer training | +| **Primus** | ❗Manual | ❗Manual | ❗Manual | ❗Manual | ❗Manual | ❌No | Unified pretrain (experiment YAML; backend-specific) | +| **vLLM** | βœ…Auto | SLURM: βœ…Auto (Multi) / K8s: ❗Disabled | βœ…Auto (Replicas) | ❌No | ❌No | ❗Manual | High-throughput inference | +| **SGLang** | βœ…Auto | SLURM: βœ…Auto (Multi) / K8s: ❗Disabled | ❗Limited | ❌No | ❌No | ❌No | Inference + structured gen | +| **SGLang PD Disagg** | βœ…Auto | ❌No | βœ…Role-based | ❌No | ❌No | ❌No | Optimized prefill/decode | + +## Infrastructure Capabilities + +| Feature | Local | Kubernetes | SLURM | +|---------|-------|-----------|-------| +| **Execution** | Docker containers | K8s Jobs | SLURM jobs | +| **Multi-Node** | ❌ | βœ… Indexed Jobs | βœ… Job arrays | +| **Resource Mgmt** | Manual | Declarative (YAML) | Batch scheduler | +| **Monitoring** | Docker logs | kubectl/dashboard | squeue/scontrol | +| **Auto-scaling** | ❌ | βœ… | ❌ | +| **Network** | Host | CNI plugin | InfiniBand/Ethernet | + +--- + ## Configuration Best Practices ### 1. Launcher Selection