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Add UCCL backend integration for NIXL #895
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86f6d6b
Add support uccl-backend for NIXL
praveingk cd2bbea
Cleanup and minor changes to readme
praveingk 7e211cb
Further cleanup including moving startListener to private
praveingk b5e3c5b
Revert changes to plugin manager test
praveingk 9648e6e
Fix formatting
praveingk 489ecd0
Add more details to readme
praveingk 25da211
Remove trailing whitespaces in readme
praveingk baa7c85
Remove trailing whitespaces in test
praveingk db047c0
Remove num_cpus from agent config
praveingk 524e078
Fix typo in uccl backend
praveingk be90f7f
Merge branch 'main' into uccl-backend-pr
praveingk dde50c5
Add UCCL to test_plugin
praveingk 7eb674c
Modify env vars descriptions and road map to README
praveingk a972a7c
Merge branch 'main' into uccl-backend-pr
praveingk 96866cd
Remove custom parameter device_idx
praveingk 06c74a1
Merge branch 'uccl-backend-pr' of github.com:praveingk/nixl-uccl into…
praveingk c6b0880
Merge branch 'main' into uccl-backend-pr
brminich bc6b191
Rename to UCCL P2P
praveingk 6598040
Merge branch 'uccl-backend-pr' of github.com:praveingk/nixl-uccl into…
praveingk 835c636
Fix formatting
praveingk a582bce
Fix notifs to support pickled objects
praveingk 0f87850
Add nixlbench support for UCCL_P2P
praveingk 8493dd5
Fix format
praveingk 649aee1
Address review comments
praveingk e185d9a
Change checkXfer logic to use a single pending transfer set
praveingk 52ec4ec
Fix broken link
praveingk 4cdb6b3
Change to p2p link
praveingk 57c2d46
Enable rcmode for write operations
praveingk 47bfadb
Merge branch 'main' into uccl-backend-pr
praveingk a0ea16e
Merge branch 'uccl-backend-pr' of github.com:praveingk/nixl-uccl into…
praveingk c411e7e
Rename UCCL P2P to UCCL
praveingk b14fbc3
Add UCCL build and nixlbench
praveingk 5df595f
Merge branch 'main' into uccl-backend-pr
praveingk 376a01d
Install uccl build dependencies
praveingk 7f652ee
Merge branch 'uccl-backend-pr' of github.com:praveingk/nixl-uccl into…
praveingk b630f96
Add pip install with break-system-packages
praveingk c96f51b
Add missing libraries for uccl build
praveingk 9007b0a
Add dependency check for uccl build
praveingk 40bb669
Run nixlbench for UCCL only if GPUs available
praveingk 71ea935
Use HAS_GPU in build
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| ## UCCL Backend Plugin [Preview] | ||
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| [UCCL](https://github.com/uccl-project/uccl) is an efficient communication library to perform GPU memory transfers, with a focus on flexibility (evolving ML workloads) and portability (heteregenous GPUs). UCCL provides a software transport stack which runs on the CPUs and are easily extensible to support different techniques like congestion control, multipathing, efficient loss recovery, etc. | ||
| UCCL supports collectives, p2p communication and gpu-driven communication for expert parallelism. | ||
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| ## Capabilities | ||
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| Currently, the UCCL backend supports internode communication over RDMA. Intranode communication will be added soon. | ||
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| ## Installation Guide | ||
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| 1. Install UCCL's p2p engine manually. You can refer to the [installation guide here](https://https://github.com/uccl-project/uccl). | ||
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| ```cpp | ||
| git clone https://github.com/uccl-project/uccl.git | ||
| cd uccl/p2p | ||
| make -j | ||
| sudo make install | ||
| ``` | ||
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| 2. Build NIXL using regular method as in [README](https://github.com/ai-dynamo/nixl/blob/main/README.md) ensuring `disable_uccl_backend` is set to `false`. | ||
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| ## Usage Guide | ||
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| Example Usage to create a NIXL agent with uccl engine: | ||
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| ```python | ||
| config = nixl_agent_config(backends=["UCCL"]) | ||
| agent = nixl_agent("agent-name", config) | ||
| ``` | ||
| UCCL engine would auto discover the right NIC to be used for the GPU based on the PCIe distance during memory registration based on the data locality. | ||
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| ### Environment Variables | ||
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| Refer to [README](https://github.com/uccl-project/uccl/tree/main/collective/rdma#environment-variables-in-uccl) for the complete list of environment variables that can be set to customize UCCL. | ||
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| **Important**: For `NIXL_READ` operations set `UCCL_RCMODE=1`. By default, UCCL uses RDMA UC (Unreliable Connection). However, `READ` operations need to operate on RDMA RC (Reliable Connection). | ||
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| ### Usage References | ||
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| 1) [NIXL Benchmark](https://github.com/uccl-project/uccl/blob/main/p2p/benchmarks/benchmark_nixl.py) in UCCL: Refer to this [README](https://github.com/uccl-project/uccl/tree/main/p2p) on how to run the script. | ||
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| 2) [NIXL connector](https://github.com/praveingk/vllm/commit/fa67cd7edff076fee4914cc316a9833c2311a65d) in vLLM. vLLM's NIXL connector uses `NIXL_READ` operations, hence set env `UCCL_RCMODE` to 1. | ||
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| ### Road Map | ||
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| - [ ] Add Intra-node communication support | ||
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| - [ ] Add Progress Thread support | ||
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| - [ ] Add asynchronous posting of reads over multiple workers to mitigate latency increase upon fragmentation | ||
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| - [ ] Add support for other transport (TCP, TCP-X, etc.) |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,48 @@ | ||
| # SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. | ||
| # SPDX-License-Identifier: Apache-2.0 | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
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| cpp = meson.get_compiler('cpp') | ||
| uccl_lib = cpp.find_library('uccl_engine') | ||
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| compile_flags = [] | ||
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| if 'UCCL' in static_plugins | ||
| uccl_backend_lib = static_library('UCCL', | ||
| 'uccl_backend.cpp', 'uccl_backend.h', 'uccl_plugin.cpp', | ||
| dependencies: [nixl_infra, serdes_interface, cuda_dep, uccl_lib, nixl_common_dep], | ||
| include_directories: nixl_inc_dirs, | ||
| install: false, | ||
| cpp_args : compile_flags, | ||
| name_prefix: 'libplugin_') # Custom prefix for plugin libraries | ||
| else | ||
| uccl_backend_lib = shared_library('UCCL', | ||
| 'uccl_backend.cpp', 'uccl_backend.h', 'uccl_plugin.cpp', | ||
| dependencies: [nixl_infra, serdes_interface, cuda_dep, uccl_lib, nixl_common_dep], | ||
| include_directories: [nixl_inc_dirs, utils_inc_dirs], | ||
| install: true, | ||
| cpp_args : compile_flags + ['-fPIC'], | ||
| name_prefix: 'libplugin_', # Custom prefix for plugin libraries | ||
| install_dir: plugin_install_dir) | ||
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| if get_option('buildtype') == 'debug' | ||
| run_command('sh', '-c', | ||
| 'echo "UCCL=' + uccl_backend_lib.full_path() + '" >> ' + plugin_build_dir + '/pluginlist', | ||
| check: true | ||
| ) | ||
| endif | ||
| endif | ||
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| uccl_backend_interface = declare_dependency(link_with: uccl_backend_lib) |
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