From d8f23a1825dd033737a67f58e70ea7530bc54a7e Mon Sep 17 00:00:00 2001 From: Peter Park Date: Tue, 14 May 2024 12:11:57 -0700 Subject: [PATCH 01/18] Update What is ROCm?: remove RCP from components and change repo links to ROCm docs (#3129) * Remove Radeon Compute Profiler from list of components * Update ROCm CMake and ROCr links --- docs/what-is-rocm.rst | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/what-is-rocm.rst b/docs/what-is-rocm.rst index 9994bb487..b76ab2445 100644 --- a/docs/what-is-rocm.rst +++ b/docs/what-is-rocm.rst @@ -99,10 +99,9 @@ Tools ":doc:`AMD SMI `", "C library for Linux that provides a user space interface for applications to monitor and control AMD devices" ":doc:`HIPIFY `", "Translates CUDA source code into portable HIP C++" - "`Radeon Compute Profiler (RCP) `_ ", "Performance analysis tool that gathers data from the API runtime and GPU for OpenCL and ROCm/HSA applications" "`RocBandwidthTest `_ ", "Captures the performance characteristics of buffer copying and kernel read/write operations" ":doc:`ROCmCC <./reference/rocmcc>`", "Clang/LLVM-based compiler" - "`ROCm CMake `_ ", "Collection of CMake modules for common build and development tasks" + ":doc:`ROCm CMake `", "Collection of CMake modules for common build and development tasks" ":doc:`ROCm Data Center Tool `", "Simplifies administration and addresses key infrastructure challenges in AMD GPUs in cluster and data-center environments" "`ROCm Debug Agent (ROCdebug-agent) `_ ", "Prints the state of all AMD GPU wavefronts that caused a queue error by sending a SIGQUIT signal to the process while the program is running" ":doc:`ROCm Debugger (ROCgdb) `", "Source-level debugger for Linux, based on the GNU Debugger (GDB)" @@ -133,4 +132,4 @@ Runtimes "`AMD Common Language Runtime (CLR) `_", "Contains source code for AMD's common language runtimes: :doc:`HIP ` and OpenCL" ":doc:`HIP `", "AMD's GPU programming language extension and the GPU runtime" - "`ROCR-Runtime `_ ", "User-mode API interfaces and libraries necessary for host applications to launch compute kernels on available HSA ROCm kernel agents" + "`ROCR-Runtime `_", "User-mode API interfaces and libraries necessary for host applications to launch compute kernels on available HSA ROCm kernel agents" From bf7eb29266e4a496b79c651154b2d974f4899d01 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Tue, 21 May 2024 13:19:26 -0700 Subject: [PATCH 02/18] Change ROCR-Runtime to relative link (#3143) --- docs/what-is-rocm.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/what-is-rocm.rst b/docs/what-is-rocm.rst index b76ab2445..4c3f4e9ec 100644 --- a/docs/what-is-rocm.rst +++ b/docs/what-is-rocm.rst @@ -132,4 +132,4 @@ Runtimes "`AMD Common Language Runtime (CLR) `_", "Contains source code for AMD's common language runtimes: :doc:`HIP ` and OpenCL" ":doc:`HIP `", "AMD's GPU programming language extension and the GPU runtime" - "`ROCR-Runtime `_", "User-mode API interfaces and libraries necessary for host applications to launch compute kernels on available HSA ROCm kernel agents" + ":doc:`ROCR-Runtime `", "User-mode API interfaces and libraries necessary for host applications to launch compute kernels on available HSA ROCm kernel agents" From 51ad14c3fa85f9908ec3f03331ad11da85b08eec Mon Sep 17 00:00:00 2001 From: MKKnorr Date: Mon, 27 May 2024 19:31:25 +0200 Subject: [PATCH 03/18] Re-add glossary to hardware specification table (#3073) * Re-add glossary to hardware specification table * PR findings * PR findings PR findings * Update docs/reference/gpu-arch-specs.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * Update docs/reference/gpu-arch-specs.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * Update docs/reference/gpu-arch-specs.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * Update docs/reference/gpu-arch-specs.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * PR findings --------- Co-authored-by: Istvan Kiss Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> --- docs/reference/gpu-arch-specs.rst | 102 +++++++++++++++++++++++++++++- 1 file changed, 99 insertions(+), 3 deletions(-) diff --git a/docs/reference/gpu-arch-specs.rst b/docs/reference/gpu-arch-specs.rst index df9068c48..8686e3303 100644 --- a/docs/reference/gpu-arch-specs.rst +++ b/docs/reference/gpu-arch-specs.rst @@ -1,9 +1,9 @@ .. meta:: :description: AMD Instinct™ accelerator, AMD Radeon PRO™, and AMD Radeon™ GPU architecture information - :keywords: Instinct, Radeon, accelerator, CDNA, GPU, architecture, VRAM, Compute Units, Cache, Registers, LDS, Register File + :keywords: Instinct, Radeon, accelerator, GCN, CDNA, RDNA, GPU, architecture, VRAM, Compute Units, Cache, Registers, LDS, Register File Accelerator and GPU hardware specifications -###################################################### +=========================================== The following tables provide an overview of the hardware specifications for AMD Instinct™ accelerators, and AMD Radeon™ PRO and Radeon™ GPUs. @@ -659,4 +659,100 @@ The following tables provide an overview of the hardware specifications for AMD - 256 - 12.5 -For more information on the terms used here, see the :ref:`specific documents and guides ` or :doc:`Understanding the HIP programming model`. +Glossary +======== + +For more information about the terms used, see the +:ref:`specific documents and guides `, or +:doc:`Understanding the HIP programming model`. + +**LLVM target name** + +Argument to pass to clang in `--offload-arch` to compile code for the given +architecture. + +**VRAM** + +Amount of memory available on the GPU. + +**Compute Units** + +Number of compute units on the GPU. + +**Wavefront Size** + +Amount of work items that execute in parallel on a single compute unit. This +is equivalent to the warp size in HIP. + +**LDS** + +The Local Data Share (LDS) is a low-latency, high-bandwidth scratch pad +memory. It is local to the compute units, and can be shared by all work items +in a work group. In HIP, the LDS can be used for shared memory, which is +shared by all threads in a block. + +**L3 Cache (CDNA/GCN only)** + +Size of the level 3 cache. Shared by all compute units on the same GPU. Caches +data and instructions. Similar to the Infinity Cache on RDNA architectures. + +**Infinity Cache (RDNA only)** + +Size of the infinity cache. Shared by all compute units on the same GPU. Caches +data and instructions. Similar to the L3 Cache on CDNA/GCN architectures. + +**L2 Cache** + +Size of the level 3 cache. Shared by all compute units on the same GCD. Caches +data and instructions. + +**Graphics L1 Cache (RDNA only)** + +An additional cache level that only exists in RDNA architectures. Local to a +work group processor. + +**L1 Vector Cache (CDNA/GCN only)** + +Size of the level 1 vector data cache. Local to a compute unit. This is the L0 +vector cache in RDNA architectures. + +**L1 Scalar Cache (CDNA/GCN only)** + +Size of the level 1 scalar data cache. Usually shared by several compute +units. This is the L0 scalar cache in RDNA architectures. + +**L1 Instruction Cache (CDNA/GCN only)** + +Size of the level 1 instruction cache. Usually shared by several compute +units. This is the L0 instruction cache in RDNA architectures. + +**L0 Vector Cache (RDNA only)** + +Size of the level 0 vector data cache. Local to a compute unit. This is the L1 +vector cache in CDNA/GCN architectures. + +**L0 Scalar Cache (RDNA only)** + +Size of the level 0 scalar data cache. Usually shared by several compute +units. This is the L1 scalar cache in CDNA/GCN architectures. + +**L0 Instruction Cache (RDNA only)** + +Size of the level 0 instruction cache. Usually shared by several compute +units. This is the L1 instruction cache in CDNA/GCN architectures. + +**VGPR File** + +Size of the Vector General Purpose Register (VGPR) file and. It holds data used in +vector instructions. +GPUs with matrix cores also have AccVGPRs, which are Accumulation General +Purpose Vector Registers, used specifically in matrix instructions. + +**SGPR File** + +Size of the Scalar General Purpose Register (SGPR) file. Holds data used in +scalar instructions. + +**GCD** + +Graphics Compute Die. From fd337ac22029e54d167e8b75edc009ea5607047d Mon Sep 17 00:00:00 2001 From: Peter Park Date: Wed, 29 May 2024 11:12:43 -0700 Subject: [PATCH 04/18] Reorg 'Deep learning' and 'Tuning guides' docs (#3153) * Rename 'Tuning guides' to 'Hardware optimization' * Move deep learning to Install section * Change 'Hardware' to 'System' to align with index.md * Satisfy spellcheck linter * adding new framework install graphic with JAX * Fix link to ROCm libraries list * crop framework_install graphic * Reset .wordlist.txt update * Prettify deep learning framework installation page * Change spacing in list of frameworks --------- Co-authored-by: Young Hui --- .../how-to/framework_install_2024_05_23.png | Bin 0 -> 110421 bytes docs/how-to/deep-learning-rocm.md | 22 ------ docs/how-to/deep-learning-rocm.rst | 69 ++++++++++++++++++ docs/how-to/tuning-guides.md | 7 +- docs/index.md | 14 ++-- docs/sphinx/_toc.yml.in | 6 +- 6 files changed, 83 insertions(+), 35 deletions(-) create mode 100644 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zIF8!pwoS!S+g%>`AJ9J`bHjf~!SGkjlo(mjRci3K&=I0cO@Xwj&<{zX?1TAtFK@64 z1X7p%1%vK1SQ{WFkJ&@;nqomh=3XAxpzKv2VREp+9;poAsPnQmmJA|9o7b>A@jUswycL3AR}f$DV)>KE=wf`;y|U3qD=Y{S~zSo z7(iIChfEf-U{>l9L`#RBGJw3+Jwt>gMLBmjG*bg}H7LYHq(_niFOy#6Jl?W<-V{e8 zoo)>Siv9(SZS@KyZhRO>9ns=uUXg4$h*g((@JyUSW5*cBLhi(&t=M}Ph9Bv$7bsff>WQU1XyN$%KIzs9rZGE$!le9|0aoqO3jazlLA@J>4g%`&>r()XAXbzWOuga+l=g> zx3wxIyHy?jc?5{=k1_R$iY0+*ZDRQ81t;76zRNH^Ve320Dt9fz%wM@b) z0>69Tu@Y2=cOX^l5mxAk+RBW48QOzE>f$!HpB7@-P4!r^?20VKF;L+;4U}?iNh+I< z#L+dJugxujWir%DcCSCOZt$vOX-uUwj(pv%#`XIDxR*FY zmvC^WLQZrjfy{yoIV_NTFq-971@JhajhirDA2tQq3>V{5`bxZZK|smj|5Ui@@YzLi zIQxJ4y7$=mDRYq)P{OvVdoR3;heQ9r`Iq7TYgj$iJav|yhZxY{P - - - - - -# Deep learning guide - -The following sections cover the different framework installations for ROCm and -deep-learning applications. The following image provides -the sequential flow for the use of each framework. Refer to the ROCm Compatible -Frameworks Release Notes for each framework's most current release notes at -{doc}`Third-party support`. - -![ROCm Compatible Frameworks Flowchart](../data/how-to/magma005.png "ROCm Compatible Frameworks") - -## Frameworks installation - -* {doc}`PyTorch for ROCm` -* {doc}`TensorFlow for ROCm` -* {doc}`MAGMA for ROCm` diff --git a/docs/how-to/deep-learning-rocm.rst b/docs/how-to/deep-learning-rocm.rst new file mode 100644 index 000000000..5493be62e --- /dev/null +++ b/docs/how-to/deep-learning-rocm.rst @@ -0,0 +1,69 @@ +.. meta:: + :description: How to install deep learning frameworks for ROCm + :keywords: deep learning, frameworks, ROCm, install, PyTorch, TensorFlow, JAX, MAGMA, DeepSpeed, ML, AI + +******************************************** +Installing deep learning frameworks for ROCm +******************************************** + +ROCm provides a comprehensive ecosystem for deep learning development, including +:ref:`libraries ` for optimized deep learning operations and ROCm-aware versions of popular +deep learning frameworks and libraries such as PyTorch, TensorFlow, JAX, and MAGMA. ROCm works closely with these +frameworks to ensure that framework-specific optimizations take advantage of AMD accelerator and GPU architectures. + +The following guides cover installation processes for ROCm-aware deep learning frameworks. + +.. grid:: + + .. grid-item:: + :columns: 3 + + :doc:`PyTorch for ROCm ` + + .. grid-item:: + :columns: 3 + + :doc:`TensorFlow for ROCm ` + + .. grid-item:: + :columns: 3 + + .. grid-item:: + :columns: 3 + + .. grid-item:: + :columns: 3 + + :doc:`JAX for ROCm ` + + .. grid-item:: + :columns: 3 + + :doc:`MAGMA for ROCm ` + + .. grid-item:: + :columns: 3 + + .. grid-item:: + :columns: 3 + +The following chart steps through typical installation workflows for installing deep learning frameworks for ROCm. + +.. image:: ../data/how-to/framework_install_2024_05_23.png + :alt: Flowchart for installing ROCm-aware machine learning frameworks + :align: center + +Find information on version compatibility and framework release notes in :doc:`Third-party support matrix +`. + +.. Learn how to take advantage of your ROCm-aware deep learning environment using the following tutorials. +.. +.. * :doc:`How to use ROCm for AI ` +.. +.. * :doc:`How to fine-tune LLMs with ROCm ` +.. + +.. note:: + + For guidance on installing ROCm itself, refer to :doc:`ROCm installation for Linux `. + diff --git a/docs/how-to/tuning-guides.md b/docs/how-to/tuning-guides.md index 18341db10..a1fbcc5cb 100644 --- a/docs/how-to/tuning-guides.md +++ b/docs/how-to/tuning-guides.md @@ -1,13 +1,14 @@ - + -# Tuning guides +# System optimization -Use case-specific system setup and tuning guides. +This guide outlines system setup and tuning suggestions for AMD hardware to optimize performance for specific types of +workloads or use-cases. ## High-performance computing diff --git a/docs/index.md b/docs/index.md index 7eada8714..dd30f5079 100644 --- a/docs/index.md +++ b/docs/index.md @@ -37,12 +37,13 @@ Our documentation is organized into the following categories: * Windows * {doc}`Windows install guide` * {doc}`Application deployment guidelines` -* {doc}`Install Docker containers` -* {doc}`PyTorch for ROCm` -* {doc}`TensorFlow for ROCm` -* {doc}`JAX for ROCm` -* {doc}`MAGMA for ROCm` -* {doc}`ROCm & Spack` +* [Deep learning frameworks](./how-to/deep-learning-rocm.rst) + * {doc}`Install Docker containers` + * {doc}`PyTorch for ROCm` + * {doc}`TensorFlow for ROCm` + * {doc}`JAX for ROCm` + * {doc}`MAGMA for ROCm` + * {doc}`ROCm & Spack` ::: :::{grid-item-card} @@ -94,7 +95,6 @@ Our documentation is organized into the following categories: * [MI100](./how-to/tuning-guides/mi100.md) * [MI200](./how-to/tuning-guides/mi200.md) * [RDNA2](./how-to/tuning-guides/w6000-v620.md) -* [Setting up for deep learning with ROCm](./how-to/deep-learning-rocm.md) * [GPU-enabled MPI](./how-to/gpu-enabled-mpi.rst) * [Using compiler features](./conceptual/compiler-topics.md) * [Using AddressSanitizer](./conceptual/using-gpu-sanitizer.md) diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index ebb46ad4e..11855b6a6 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -22,6 +22,8 @@ subtrees: title: ROCm on Linux - url: https://rocm.docs.amd.com/projects/install-on-windows/en/${branch}/ title: HIP SDK on Windows + - file: how-to/deep-learning-rocm.md + title: Deep learning frameworks - caption: Compatibility entries: @@ -48,7 +50,7 @@ subtrees: - caption: How to entries: - file: how-to/tuning-guides.md - title: Tuning guides + title: System optimization subtrees: - entries: - file: how-to/tuning-guides/mi100.md @@ -57,8 +59,6 @@ subtrees: title: MI200 - file: how-to/tuning-guides/w6000-v620.md title: RDNA2 - - file: how-to/deep-learning-rocm.md - title: Deep learning - file: how-to/gpu-enabled-mpi.rst title: Using MPI - file: conceptual/compiler-topics.md From a767625af89f111c830f2cdc8121b778dd445f74 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Tue, 28 May 2024 09:29:32 -0700 Subject: [PATCH 05/18] Add missed ROCm SMI changelog notes (#3168) Fix link to rocm_smi_lib changelog Update RELEASE.md --- CHANGELOG.md | 23 +++++++++++++++ RELEASE.md | 29 +++++++++++++++++-- tools/autotag/templates/rocm_changes/6.1.1.md | 23 +++++++++++++++ 3 files changed, 72 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 4c2e0a716..67d62dd85 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -70,10 +70,33 @@ HIPCC for ROCm 6.1.1 ROCm SMI for ROCm 6.1.1 +##### Additions + +* Added the capability to unlock mutex when a process is dead. Added related debug output. +* Added the `Partition ID` field to the `rocm-smi` CLI. +* Added `NODE`, `GUID`, and `GFX Version` fields to the CLI. +* Documentation now includes C++ and Python tutorials, API guides, and reference material. + +##### Changes + +* Some `rocm-smi` fields now display `N/A` instead of `unknown/unsupported` for consistency. +* Changed stacked ID formatting in the `rocm-smi` CLI to make it easier to spot identifiers. + +##### Fixes + +* Fixed HIP and ROCm SMI mismatch on GPU bus assignments. +* Fixed memory leaks caused by not closing directories and creating maps nodes instead of using `.at()`. +* Fixed initializing calls which reuse `rocmsmi.initializeRsmi()` bindings in the `rocmsmi` Python API. +* Fixed an issue causing `rsmi_dev_activity_metric_get` gfx/memory to not update with GPU activity. + ##### Known issues * ROCm SMI reports GPU utilization incorrectly for RDNA3 GPUs in some situations. See the issue on [GitHub](https://github.com/ROCm/ROCm/issues/3112). +```{note} +See the [detailed ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/docs/6.1.1/CHANGELOG.md) with code samples for more information. +``` + ### Library changes in ROCm 6.1.1 | Library | Version | diff --git a/RELEASE.md b/RELEASE.md index 3a0b1b31e..451955ee0 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -62,10 +62,33 @@ HIPCC for ROCm 6.1.1 ROCm SMI for ROCm 6.1.1 +### Additions + +* Added the capability to unlock mutex when a process is dead. Added related debug output. +* Added the `Partition ID` field to the `rocm-smi` CLI. +* Added `NODE`, `GUID`, and `GFX Version` fields to the CLI. +* Documentation now includes C++ and Python tutorials, API guides, and reference material. + +### Changes + +* Some `rocm-smi` fields now display `N/A` instead of `unknown/unsupported` for consistency. +* Changed stacked ID formatting in the `rocm-smi` CLI to make it easier to spot identifiers. + +### Fixes + +* Fixed HIP and ROCm SMI mismatch on GPU bus assignments. +* Fixed memory leaks caused by not closing directories and creating maps nodes instead of using `.at()`. +* Fixed initializing calls which reuse `rocmsmi.initializeRsmi()` bindings in the `rocmsmi` Python API. +* Fixed an issue causing `rsmi_dev_activity_metric_get` gfx/memory to not update with GPU activity. + ### Known issues - ROCm SMI reports GPU utilization incorrectly for RDNA3 GPUs in some situations. See the issue on [GitHub](https://github.com/ROCm/ROCm/issues/3112). +```{note} +See the [detailed ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/docs/6.1.1/CHANGELOG.md) with code samples for more information. +``` + ## Library changes in ROCm 6.1.1 | Library | Version | @@ -97,11 +120,11 @@ ROCm SMI for ROCm 6.1.1 | rpp | [1.5.0](https://github.com/ROCm/rpp/releases/tag/rocm-6.1.1) | | Tensile | [4.40.0](https://github.com/ROCm/Tensile/releases/tag/rocm-6.1.1) | -#### hipBLASLt 0.7.0 +### hipBLASLt 0.7.0 hipBLASLt 0.7.0 for ROCm 6.1.1 -##### Additions +#### Additions - Added `hipblasltExtSoftmax` extension API. - Added `hipblasltExtLayerNorm` extension API. @@ -109,7 +132,7 @@ hipBLASLt 0.7.0 for ROCm 6.1.1 - Added `GemmTuning` extension parameter to set split-k by user. - Added support for mixed precision datatype: fp16/fp8 in with fp16 outk. -##### Deprecations +#### Deprecations - **Upcoming**: `algoGetHeuristic()` ext API for GroupGemm will be deprecated in a future release of hipBLASLt. diff --git a/tools/autotag/templates/rocm_changes/6.1.1.md b/tools/autotag/templates/rocm_changes/6.1.1.md index e2548a2c4..77b7ac846 100644 --- a/tools/autotag/templates/rocm_changes/6.1.1.md +++ b/tools/autotag/templates/rocm_changes/6.1.1.md @@ -52,6 +52,29 @@ HIPCC for ROCm 6.1.1 ROCm SMI for ROCm 6.1.1 +#### Additions + +* Added the capability to unlock mutex when a process is dead. Added related debug output. +* Added the `Partition ID` field to the `rocm-smi` CLI. +* Added `NODE`, `GUID`, and `GFX Version` fields to the CLI. +* Documentation now includes C++ and Python tutorials, API guides, and reference material. + +#### Changes + +* Some `rocm-smi` fields now display `N/A` instead of `unknown/unsupported` for consistency. +* Changed stacked ID formatting in the `rocm-smi` CLI to make it easier to spot identifiers. + +#### Fixes + +* Fixed HIP and ROCm SMI mismatch on GPU bus assignments. +* Fixed memory leaks caused by not closing directories and creating maps nodes instead of using `.at()`. +* Fixed initializing calls which reuse `rocmsmi.initializeRsmi()` bindings in the `rocmsmi` Python API. +* Fixed an issue causing `rsmi_dev_activity_metric_get` gfx/memory to not update with GPU activity. + #### Known issues * ROCm SMI reports GPU utilization incorrectly for RDNA3 GPUs in some situations. See the issue on [GitHub](https://github.com/ROCm/ROCm/issues/3112). + +```{note} +See the [detailed ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/docs/6.1.1/CHANGELOG.md) with code samples for more information. +``` From 012c55ab044ed65c910c6b4bd8ad5d382ea20150 Mon Sep 17 00:00:00 2001 From: Sam Wu <22262939+samjwu@users.noreply.github.com> Date: Wed, 29 May 2024 13:10:41 -0600 Subject: [PATCH 06/18] docs(conf.py): Update PDF version to 6.1.1 (#3183) --- docs/conf.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index 3d31982d2..5e31f14f0 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -38,8 +38,8 @@ latex_elements = { project = "ROCm Documentation" author = "Advanced Micro Devices, Inc." copyright = "Copyright (c) 2024 Advanced Micro Devices, Inc. All rights reserved." -version = "6.0.1" -release = "6.0.1" +version = "6.1.1" +release = "6.1.1" setting_all_article_info = True all_article_info_os = ["linux", "windows"] all_article_info_author = "" From af84ba09c673003310f3b2750315ea3bf07469e1 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Thu, 30 May 2024 13:17:44 -0700 Subject: [PATCH 07/18] Add "How to use ROCm for AI" (#3117) * Add Using ROCm for AI:wq Add PyTorch Docker installation images Split doc into subtopics Add metadata Clean up index Clean up hugging face guide Clean up installation guide Fix rST formatting Clean up install and train-a-model Clean up MAD Delete unused file Add ref anchors and clean up MAD doc Add formatting fixes Update toc and section index Format some code blocks Remove install guide and update toc Chop installation guide Clean up deployment and hugging face sections Change headings to end in -ing Fix spelling in Training a model Delete MAD and split out install content Fix formatting Change words to satisfy spellcheck linter * Add review suggestions and add helpful links Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> Add helpful links and add review suggestions Remove fine-tuning link and links to D5 and MAGMA Update docs/how-to/rocm-for-ai/deploy-your-model.rst Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com> Update DeepSpeed link Add subheading to ML framework installation and closing blurb to hugging face models guide * Reorder topics --- .../rocm-for-ai/pytorch_docker_install.png | Bin 0 -> 56629 bytes .../pytorch_docker_install_output.png | Bin 0 -> 451563 bytes .../pytorch_docker_test_model_accuracy.png | Bin 0 -> 28433 bytes .../pytorch_docker_test_model_compile.png | Bin 0 -> 160414 bytes docs/how-to/rocm-for-ai/deploy-your-model.rst | 113 ++++++++++ .../rocm-for-ai/hugging-face-models.rst | 210 ++++++++++++++++++ docs/how-to/rocm-for-ai/index.rst | 23 ++ docs/how-to/rocm-for-ai/install.rst | 60 +++++ 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frameworks. + +.. _rocm-for-ai-serve-vllm: + +Serving using vLLM +================== + +vLLM is a fast and easy-to-use library for LLM inference and serving. vLLM officially supports ROCm versions 5.7 and +6.0. AMD is actively working with the vLLM team to improve performance and support later ROCm versions. + +See the `GitHub repository `_ and `official vLLM documentation +`_ for more information. + +For guidance on using vLLM with ROCm, refer to `Installation with ROCm +`_. + +vLLM installation +----------------- + +vLLM supports two ROCm-capable installation methods. Refer to the official documentation use the following links. + +- `Build from source with Docker + `_ (recommended) + +- `Build from source `_ + +vLLM walkthrough +---------------- + +Refer to this developer blog for guidance on serving with vLLM `Inferencing and serving with vLLM on AMD GPUs — ROCm +Blogs `_ + +.. _rocm-for-ai-serve-hugging-face-tgi: + +Serving using Hugging Face TGI +============================== + +The `Hugging Face Text Generation Inference `_ +(TGI) library is optimized for serving LLMs with low latency. Refer to the `Quick tour of TGI +`_ for more details. + +TGI installation +---------------- + +The easiest way to use Hugging Face TGI with ROCm on AMD Instinct accelerators is to use the official Docker image at +``__. + +TGI walkthrough +--------------- + +#. Set up the LLM server. + + Deploy the Llama2 7B model with TGI using the official Docker image. + + .. code-block:: shell + + model=TheBloke/Llama-2-7B-fp16 + volume=$PWD + docker run --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --device=/dev/kfd --device=/dev/dri --group-add video --ipc=host --shm-size 1g -p 8080:80 -v $volume:/data --name tgi_amd ghcr.io/huggingface/text-generation-inference:1.2-rocm --model-id $model + +#. Set up the client. + + a. Open another shell session and run the following command to access the server with the client URL. + + .. code-block:: shell + + curl 127.0.0.1:8080/generate \\ + -X POST \\ + -d '{"inputs":"What is Deep + Learning?","parameters":{"max_new_tokens":20}}' \\ + -H 'Content-Type: application/json' + + b. Access the server with request endpoints. + + .. code-block:: shell + + pip install request + PYTHONPATH=/usr/lib/python3/dist-packages python requests_model.py + + ``requests_model.py`` should look like: + + .. code-block:: python + + import requests + + headers = { + "Content-Type": "application/json", + } + + data = { + 'inputs': 'What is Deep Learning?', + 'parameters': { 'max_new_tokens': 20 }, + } + + response = requests.post('http://127.0.0.1:8080/generate', headers=headers, json=data) + + print(response.json()) + +vLLM and Hugging Face TGI are robust solutions for anyone looking to deploy LLMs for applications that demand high +performance, low latency, and scalability. + +Visit the topics in :doc:`Using ROCm for AI ` to learn about other ROCm-aware solutions for AI development. diff --git a/docs/how-to/rocm-for-ai/hugging-face-models.rst b/docs/how-to/rocm-for-ai/hugging-face-models.rst new file mode 100644 index 000000000..63b32e006 --- /dev/null +++ b/docs/how-to/rocm-for-ai/hugging-face-models.rst @@ -0,0 +1,210 @@ +.. meta:: + :description: How to use ROCm for AI + :keywords: ROCm, AI, LLM, Hugging Face, Optimum, Flash Attention, GPTQ, ONNX, tutorial + +******************************** +Running models from Hugging Face +******************************** + +`Hugging Face `_ hosts the world’s largest AI model repository for developers to obtain +transformer models. Hugging Face models and tools significantly enhance productivity, performance, and accessibility in +developing and deploying AI solutions. + +This section describes how to run popular community transformer models from Hugging Face on AMD accelerators and GPUs. + +.. _rocm-for-ai-hugging-face-transformers: + +Using Hugging Face Transformers +------------------------------- + +First, `install the Hugging Face Transformers library `_, +which lets you easily import any of the transformer models into your Python application. + +.. code-block:: shell + + pip install transformers + +Here is an example of running `GPT2 `_: + +.. code-block:: python + + from transformers import GPT2Tokenizer, GPT2Model + + tokenizer = GPT2Tokenizer.from_pretrained('gpt2') + + model = GPT2Model.from_pretrained('gpt2') + + text = "Replace me with any text you'd like." + + encoded_input = tokenizer(text, return_tensors='pt') + + output = model(**encoded_input) + +Mainstream transformer models are regularly tested on supported hardware platforms. Models derived from those core +models should also function correctly. + +Here are some mainstream models to get you started: + +- `BERT `_ + +- `BLOOM `_ + +- `Llama `_ + +- `OPT `_ + +- `T5 `_ + +.. _rocm-for-ai-hugging-face-optimum: + +Using Hugging Face with Optimum-AMD +----------------------------------- + +Optimum-AMD is the interface between Hugging Face libraries and the ROCm software stack. + +For a deeper dive into using Hugging Face libraries on AMD accelerators and GPUs, refer to the +`Optimum-AMD `_ page on Hugging Face for guidance on +using Flash Attention 2, GPTQ quantization and the ONNX Runtime integration. + +Hugging Face libraries natively support AMD Instinct accelerators. For other +:doc:`ROCm-capable hardware `, support is currently not +validated, but most features are expected to work without issues. + +.. _rocm-for-ai-install-optimum-amd: + +Installation +~~~~~~~~~~~~ + +Install Optimum-AMD using pip. + +.. code-block:: shell + + pip install --upgrade --upgrade-strategy eager optimum[amd] + +Or, install from source. + +.. code-block:: shell + + git clone https://github.com/huggingface/optimum-amd.git + cd optimum-amd + pip install -e . + +.. _rocm-for-ai-flash-attention: + +Flash Attention +--------------- + +#. Use `the Hugging Face team's example Dockerfile + `_ to use + Flash Attention with ROCm. + + .. code-block:: shell + + docker build -f Dockerfile -t transformers_pytorch_amd_gpu_flash . + volume=$PWD + docker run -it --network=host --device=/dev/kfd --device=/dev/dri --group-add=video --ipc=host --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v $volume:/workspace --name transformer_amd + transformers_pytorch_amd_gpu_flash:latest + +#. Use Flash Attention 2 with `Transformers + `_ by adding the + ``use_flash_attention_2`` parameter to ``from_pretrained()``: + + .. code-block:: python + + import torch + from transformers import AutoModelForCausalLM, AutoTokenizer, LlamaForCausalLM + + tokenizer = AutoTokenizer.from_pretrained("tiiuae/falcon-7b") + + with torch.device("cuda"): + model = AutoModelForCausalLM.from_pretrained( + "tiiuae/falcon-7b", + torch_dtype=torch.float16, + use_flash_attention_2=True, + ) + +.. _rocm-for-ai-gptq: + +GPTQ +---- + +To enable `GPTQ `_, hosted wheels are available for ROCm. + +#. First, :ref:`install Optimum-AMD `. + +#. Install AutoGPTQ using pip. Refer to `AutoGPTQ Installation `_ for + in-depth guidance. + + .. code-block:: shell + + pip install auto-gptq --no-build-isolation --extra-index-url https://huggingface.github.io/autogptq-index/whl/rocm573/ + + Or, to install from source for AMD accelerators supporting ROCm, specify the ``ROCM_VERSION`` environment variable. + + .. code-block:: shell + + ROCM_VERSION=6.1 pip install -vvv --no-build-isolation -e . + + +#. Load GPTQ-quantized models in Transformers using the backend `AutoGPTQ library + `_: + + .. code-block:: python + + import torch + from transformers import AutoModelForCausalLM, AutoTokenizer, LlamaForCausalLM + + tokenizer = AutoTokenizer.from_pretrained("TheBloke/Llama-2-7B-Chat-GPTQ") + + with torch.device("cuda"): + model = AutoModelForCausalLM.from_pretrained( + "TheBloke/Llama-2-7B-Chat-GPTQ", + torch_dtype=torch.float16, + ) + +.. _rocm-for-ai-onnx: + +ONNX +---- + +Hugging Face Optimum also supports the `ONNX Runtime `_ integration. For ONNX models, usage is +straightforward. + +#. Specify the provider argument in the ``ORTModel.from_pretrained()`` method: + + .. code-block:: python + + from optimum.onnxruntime import ORTModelForSequenceClassification + .. + ort_model = ORTModelForSequenceClassification.from_pretrained( + .. + provider="ROCMExecutionProvider" + ) + +#. Try running a `BERT text classification + `_ ONNX model with ROCm: + + .. code-block:: python + + from optimum.onnxruntime import ORTModelForSequenceClassification + from optimum.pipelines import pipeline + from transformers import AutoTokenizer + import onnxruntime as ort + + session_options = ort.SessionOptions() + + session_options.log_severity_level = 0 + + ort_model = ORTModelForSequenceClassification.from_pretrained( + "distilbert-base-uncased-finetuned-sst-2-english", + export=True, + provider="ROCMExecutionProvider", + session_options=session_options + ) + + tokenizer = AutoTokenizer.from_pretrained("distilbert-base-uncased-finetuned-sst-2-english") + + pipe = pipeline(task="text-classification", model=ort_model, tokenizer=tokenizer, device="cuda:0") + + result = pipe("Both the music and visual were astounding, not to mention the actors performance.") + diff --git a/docs/how-to/rocm-for-ai/index.rst b/docs/how-to/rocm-for-ai/index.rst new file mode 100644 index 000000000..5be7b0995 --- /dev/null +++ b/docs/how-to/rocm-for-ai/index.rst @@ -0,0 +1,23 @@ +.. meta:: + :description: How to use ROCm for AI + :keywords: ROCm, AI, machine learning, LLM, usage, tutorial + +***************** +Using ROCm for AI +***************** + +ROCm offers a suite of optimizations for AI workloads from large language models (LLMs) to image and video detection and +recognition, life sciences and drug discovery, autonomous driving, robotics, and more. ROCm proudly supports the broader +AI software ecosystem, including open frameworks, models, and tools. + +For more information, see `What is ROCm? `_ + +In this guide, you'll learn about: + +- :doc:`Installing ROCm and machine learning frameworks ` + +- :doc:`Training a model ` + +- :doc:`Running models from Hugging Face ` + +- :doc:`Deploying your model ` diff --git a/docs/how-to/rocm-for-ai/install.rst b/docs/how-to/rocm-for-ai/install.rst new file mode 100644 index 000000000..28f5baba5 --- /dev/null +++ b/docs/how-to/rocm-for-ai/install.rst @@ -0,0 +1,60 @@ +.. meta:: + :description: How to use ROCm for AI + :keywords: ROCm, AI, LLM, train, fine-tune, FSDP, DeepSpeed, LLaMA, tutorial + +.. _rocm-for-ai-install: + +*********************************************** +Installing ROCm and machine learning frameworks +*********************************************** + +Before getting started, install ROCm and supported machine learning frameworks. + +.. grid:: 1 + + .. grid-item-card:: Pre-install + + Each release of ROCm supports specific hardware and software configurations. Before installing, consult the + :doc:`System requirements ` and + :doc:`Installation prerequisites ` guides. + +If you’re new to ROCm, refer to the :doc:`ROCm quick start install guide for Linux +`. + +If you’re using a Radeon GPU for graphics-accelerated applications, refer to the +:doc:`Radeon installation instructions `. + +ROCm supports two methods for installation. There is no difference in the final ROCm installation between these two +methods. You can also opt for :ref:`single-version or multi-version installation +`. + +* :doc:`Using your Linux distribution's package manager ` + +* :doc:`Using the AMDGPU installer ` + +.. grid:: 1 + + .. grid-item-card:: Post-install + + Follow the :doc:`post-installation instructions ` to + configure your system linker, PATH, and verify the installation. + + If you encounter any issues during installation, refer to the + :doc:`Installation troubleshooting ` guide. + +Machine learning frameworks +=========================== + +ROCm supports popular machine learning frameworks and libraries including `PyTorch +`_, `TensorFlow +`_, `JAX `_, and `DeepSpeed +`_. + +Review the framework installation documentation. For ease-of-use, it's recommended to use official ROCm prebuilt Docker +images with the framework pre-installed. + +* :doc:`PyTorch for ROCm ` +* :doc:`TensorFlow for ROCm ` +* :doc:`JAX for ROCm ` + +The sections that follow in :doc:`Training a model ` are geared for a ROCm with PyTorch installation. diff --git a/docs/how-to/rocm-for-ai/train-a-model.rst b/docs/how-to/rocm-for-ai/train-a-model.rst new file mode 100644 index 000000000..f9c585445 --- /dev/null +++ b/docs/how-to/rocm-for-ai/train-a-model.rst @@ -0,0 +1,137 @@ +.. meta:: + :description: How to use ROCm for AI + :keywords: ROCm, AI, LLM, train, fine-tune, FSDP, DeepSpeed, LLaMA, tutorial + +**************** +Training a model +**************** + +The following is a brief overview of popular component paths per AI development use-case, such as training, LLMs, +and inferencing. + +Accelerating model training +=========================== + +To train a large model like GPT2 or Llama 2 70B, a single accelerator or GPU cannot store all the model parameters +required for training. What if you could convert the single-GPU training code to run on multiple accelerators or GPUs? +PyTorch offers distributed training solutions to facilitate this. + +.. _rocm-for-ai-pytorch-distributed: + +PyTorch distributed +------------------- + +As of PyTorch 1.6.0, features in ``torch.distributed`` are categorized into three main components: + +- `Distributed data-parallel training + `_ (DDP) + +- `RPC-Based distributed training `_ (RPC) + +- `Collective communication `_ + +In this guide, the focus is on the distributed data-parallelism strategy as it’s the most popular. To get started with DDP, +let’s first understand how to coordinate the model and its training data across multiple accelerators or GPUs. + +The DDP workflow on multiple accelerators or GPUs is as follows: + +#. Split the current global training batch into small local batches on each GPU. For instance, if you have 8 GPUs and + the global batch is set at 32 samples, each of the 8 GPUs will have a local batch size of 4 samples. + +#. Copy the model to every device so each device can process its local batches independently. + +#. Run a forward pass, then a backward pass, and output the gradient of the weights with respect to the loss of the + model for that local batch. This happens in parallel on multiple devices. + +#. Synchronize the local gradients computed by each device and combine them to update the model weights. The updated + weights are then redistributed to each device. + +In DDP training, each process or worker owns a replica of the model and processes a batch of data, then the reducer uses +``allreduce`` to sum up gradients over different workers. + +See the following developer blogs for more in-depth explanations and examples. + +* `Multi GPU training with DDP — PyTorch Tutorials `_ + +* `Building a decoder transformer model on AMD GPUs — ROCm Blogs + `_ + +.. _rocm-for-ai-pytorch-fsdp: + +PyTorch FSDP +------------ + +As noted in :ref:`PyTorch distributed `, in DDP model weights and optimizer states +are evenly replicated across all workers. Fully Sharded Data Parallel (FSDP) is a type of data parallelism that shards +model parameters, optimizer states, and gradients across DDP ranks. + +When training with FSDP, the GPU memory footprint is smaller than when training with DDP across all workers. This makes +the training of some very large models feasible by allowing larger models or batch sizes to fit on-device. However, this +comes with the cost of increased communication volume. The communication overhead is reduced by internal optimizations +like overlapping communication and computation. + +For a high-level overview of how FSDP works, review `Getting started with Fully Sharded Data Parallel +`_. + +For detailed training steps, refer to the `PyTorch FSDP examples +`_. + +.. _rocm-for-ai-deepspeed: + +DeepSpeed +--------- + +`DeepSpeed `_ offers system innovations that make large-scale deep learning training effective, +efficient, and easy to use. Innovations such as ZeRO, 3D-Parallelism, DeepSpeed-MoE, ZeRO-Infinity, and so on fall under +the training pillar. + +See `Pre-training a large language model with Megatron-DeepSpeed on multiple AMD GPUs — ROCm Blogs +`_ for a detailed example of +training with DeepSpeed on an AMD accelerator or GPU. + +.. _rocm-for-ai-automatic-mixed-precision: + +Automatic mixed precision (AMP) +------------------------------- + +As models increase in size, the time and memory needed to train them; that is, their cost also increases. Any measure we +can take to reduce training time and memory usage through `automatic mixed precision +`_ (AMP) is highly beneficial for most use cases. + +See `Automatic mixed precision in PyTorch using AMD GPUs — ROCm Blogs +`_ +for more information about running AMP on an AMD accelerator. + +.. _rocm-for-ai-fine-tune: + +Fine-tuning your model +====================== + +ROCm supports multiple fine-tuning techniques, for example, LoRA, QLoRA, PEFT, and FSDP. + +The following developer blogs showcase examples of how to fine-tune a model on an AMD accelerator or GPU. + +* Fine-tuning Llama2 with LoRA + + * `Fine-tune Llama 2 with LoRA: Customizing a large language model for question-answering — ROCm Blogs + `_ + +* Fine-tuning Llama2 with QLoRA + + * `Enhancing LLM accessibility: A deep dive into QLoRA through fine-tuning Llama 2 on a single AMD GPU — ROCm Blogs + `_ + +* Fine-tuning a BERT-based LLM for a text classification task using JAX + + * `LLM distributed supervised fine-tuning with JAX — ROCm Blogs + `_ + +* Fine-tuning StarCoder using PEFT + + * `Instruction fine-tuning of StarCoder with PEFT on multiple AMD GPUs — ROCm Blogs + `_ + +* Recipes for fine-tuning Llama2 and 3 with ``llama-recipes`` + + * `meta-llama/llama-recipes: Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover + single/multi-node GPUs `_ diff --git a/docs/index.md b/docs/index.md index dd30f5079..0f37a3c6a 100644 --- a/docs/index.md +++ b/docs/index.md @@ -91,6 +91,7 @@ Our documentation is organized into the following categories: :img-alt: How-to documentation :padding: 2 +* [Using ROCm for AI](./how-to/rocm-for-ai/index.rst) * [System tuning for various architectures](./how-to/tuning-guides.md) * [MI100](./how-to/tuning-guides/mi100.md) * [MI200](./how-to/tuning-guides/mi200.md) diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index 11855b6a6..a76f9dd9e 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -49,6 +49,15 @@ subtrees: - caption: How to entries: + - file: how-to/rocm-for-ai/index.rst + title: Using ROCm for AI + subtrees: + - entries: + - file: how-to/rocm-for-ai/install.rst + title: Installation + - file: how-to/rocm-for-ai/train-a-model.rst + - file: how-to/rocm-for-ai/hugging-face-models.rst + - file: how-to/rocm-for-ai/deploy-your-model.rst - file: how-to/tuning-guides.md title: System optimization subtrees: @@ -139,4 +148,3 @@ subtrees: title: Provide feedback - file: about/license.md title: ROCm license - From d25045334cf895f71dbadec7e8a44f566754fa11 Mon Sep 17 00:00:00 2001 From: Sam Wu <22262939+samjwu@users.noreply.github.com> Date: Thu, 30 May 2024 17:14:29 -0600 Subject: [PATCH 08/18] Disable PDF on 6.1.1 (#3199) --- .readthedocs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 0f6d1e61a..56600599c 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -15,4 +15,4 @@ python: install: - requirements: 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zZOm(-HUaKFey6a&L7&=Vo~YEySFwrveFTWChfRACYf_6B1dJpU%ym3F**>+(#96;! z*Rdj>uG!c~pK0092N(Wl?bO3UUX;*F{k%8foc1*-bdPfy61KbFL_1H9&Eb^Qf!OJ) zgNWa>2RK`wEuIKx{#R$uk8H<;nb5U@)$_THYW)KcAh5rYR z-#qJOLOe{NjyHO%%f8!f~(0u)9V+oJm?tN+e>MJB-VHB*b71gk)A2_sxF~2*-jL+-YO6|K&G>uuJjQ;&SwV E05ArWNB{r; diff --git a/docs/how-to/deep-learning-rocm.rst b/docs/how-to/deep-learning-rocm.rst index 5493be62e..49c0b5d99 100644 --- a/docs/how-to/deep-learning-rocm.rst +++ b/docs/how-to/deep-learning-rocm.rst @@ -56,14 +56,10 @@ The following chart steps through typical installation workflows for installing Find information on version compatibility and framework release notes in :doc:`Third-party support matrix `. -.. Learn how to take advantage of your ROCm-aware deep learning environment using the following tutorials. -.. -.. * :doc:`How to use ROCm for AI ` -.. -.. * :doc:`How to fine-tune LLMs with ROCm ` -.. - .. note:: For guidance on installing ROCm itself, refer to :doc:`ROCm installation for Linux `. +Learn how to use your ROCm deep learning environment for training, fine-tuning, and inference through the following guides. + +* :doc:`rocm-for-ai/index` From 5fec2e1ca4544d469ec32fd30a99c97b28661f8b Mon Sep 17 00:00:00 2001 From: Sam Wu <22262939+samjwu@users.noreply.github.com> Date: Fri, 31 May 2024 13:49:14 -0600 Subject: [PATCH 10/18] Update documentation requirements --- .readthedocs.yaml | 16 +++--- docs/sphinx/requirements.in | 3 +- docs/sphinx/requirements.txt | 100 ++++++++++------------------------- 3 files changed, 39 insertions(+), 80 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 4b227351a..b7dab1e99 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -3,16 +3,20 @@ version: 2 -build: - os: ubuntu-22.04 - tools: - python: "3.10" - sphinx: configuration: docs/conf.py +formats: [htmlzip, pdf, epub] + python: install: - requirements: docs/sphinx/requirements.txt -formats: [htmlzip] +build: + os: ubuntu-22.04 + tools: + python: "3.10" + apt_packages: + - "doxygen" + - "gfortran" # For pre-processing fortran sources + - "graphviz" # For dot graphs in doxygen diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index cdee26699..d9bae715b 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1,2 +1 @@ -rocm-docs-core==1.1.1 -sphinx-reredirects==0.1.3 +rocm-docs-core[api_reference]==1.2.0 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index 84c0d167d..a25b13c0e 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -4,22 +4,16 @@ # # pip-compile requirements.in # ---extra-index-url https://test.pypi.org/simple/ - -accessible-pygments==0.0.4 +accessible-pygments==0.0.5 # via pydata-sphinx-theme alabaster==0.7.16 # via sphinx -autodoc==0.5.0 - # via -r requirements.in -babel==2.14.0 +babel==2.15.0 # via # pydata-sphinx-theme # sphinx beautifulsoup4==4.12.3 - # via - # pydata-sphinx-theme - # webtest + # via pydata-sphinx-theme breathe==4.35.0 # via rocm-docs-core certifi==2024.2.2 @@ -37,24 +31,17 @@ click==8.1.7 # sphinx-external-toc click-log==0.4.0 # via doxysphinx -cryptography==42.0.5 +cryptography==42.0.7 # via pyjwt -decorator==5.1.1 - # via autodoc -defusedxml==0.7.1 - # via sphinxcontrib-datatemplates deprecated==1.2.14 # via pygithub docutils==0.21.2 # via # breathe # myst-parser - # pybtex-docutils # pydata-sphinx-theme # sphinx - # sphinx-substitution-extensions - # sphinxcontrib-bibtex -doxysphinx==3.3.7 +doxysphinx==3.3.8 # via rocm-docs-core fastjsonschema==2.19.1 # via rocm-docs-core @@ -62,12 +49,6 @@ gitdb==4.0.11 # via gitpython gitpython==3.1.43 # via rocm-docs-core -hip-python==6.1.0.470.16 - # via - # -r requirements.in - # hip-python-as-cuda -hip-python-as-cuda==6.1.0.470.16 - # via -r requirements.in idna==3.7 # via requests imagesize==1.4.1 @@ -76,8 +57,6 @@ jinja2==3.1.4 # via # myst-parser # sphinx -latexcodec==3.0.0 - # via pybtex libsass==0.22.0 # via doxysphinx lxml==4.9.4 @@ -88,35 +67,29 @@ markdown-it-py==3.0.0 # myst-parser markupsafe==2.1.5 # via jinja2 -mdit-py-plugins==0.4.0 +mdit-py-plugins==0.4.1 # via myst-parser mdurl==0.1.2 # via markdown-it-py -mpire==2.10.1 +mpire==2.10.2 # via doxysphinx -myst-parser==3.0.0 +myst-parser==3.0.1 # via rocm-docs-core numpy==1.26.4 - # via -r requirements.in + # via doxysphinx packaging==24.0 # via # pydata-sphinx-theme # sphinx -pybtex==0.24.0 - # via - # pybtex-docutils - # sphinxcontrib-bibtex -pybtex-docutils==1.0.3 - # via sphinxcontrib-bibtex pycparser==2.22 # via cffi -pydata-sphinx-theme==0.15.2 +pydata-sphinx-theme==0.15.3 # via # rocm-docs-core # sphinx-book-theme pygithub==2.3.0 # via rocm-docs-core -pygments==2.17.2 +pygments==2.18.0 # via # accessible-pygments # mpire @@ -133,18 +106,14 @@ pyparsing==3.1.2 pyyaml==6.0.1 # via # myst-parser - # pybtex # rocm-docs-core # sphinx-external-toc - # sphinxcontrib-datatemplates -requests==2.31.0 +requests==2.32.3 # via # pygithub # sphinx -rocm-docs-core==1.1.1 +rocm-docs-core[api-reference]==1.2.0 # via -r requirements.in -six==1.16.0 - # via pybtex smmap==5.0.1 # via gitdb snowballstemmer==2.2.0 @@ -158,56 +127,43 @@ sphinx==7.3.7 # pydata-sphinx-theme # rocm-docs-core # sphinx-book-theme - # sphinx-collapse # sphinx-copybutton # sphinx-design # sphinx-external-toc # sphinx-notfound-page - # sphinx-reredirects - # sphinx-substitution-extensions - # sphinxcontrib-bibtex - # sphinxcontrib-datatemplates - # sphinxcontrib-moderncmakedomain - # sphinxcontrib-runcmd sphinx-book-theme==1.1.2 # via rocm-docs-core -sphinx-collapse==0.1.3 - # via -r requirements.in sphinx-copybutton==0.5.2 # via rocm-docs-core -sphinx-design==0.5.0 +sphinx-design==0.6.0 # via rocm-docs-core sphinx-external-toc==1.0.1 # via rocm-docs-core -sphinx-notfound-page==1.0.0 +sphinx-notfound-page==1.0.2 # via rocm-docs-core -sphinx-reredirects==0.1.3 - # via -r requirements.in -sphinx-substitution-extensions==2022.2.16 - # via -r requirements.in sphinxcontrib-applehelp==1.0.8 # via sphinx -sphinxcontrib-bibtex==2.6.2 - # via -r requirements.in -sphinxcontrib-datatemplates==0.11.0 - # via -r requirements.in sphinxcontrib-devhelp==1.0.6 # via sphinx sphinxcontrib-htmlhelp==2.0.5 # via sphinx sphinxcontrib-jsmath==1.0.1 # via sphinx -sphinxcontrib-moderncmakedomain==3.27.0 - # via -r requirements.in sphinxcontrib-qthelp==1.0.7 # via sphinx -sphinxcontrib-runcmd==0.2.0 - # via sphinxcontrib-datatemplates sphinxcontrib-serializinghtml==1.1.10 # via sphinx -typing-extensions==4.5.0 - # via pydata-sphinx-theme -urllib3==1.26.18 - # via requests -wrapt==1.14.1 +tomli==2.0.1 + # via sphinx +tqdm==4.66.4 + # via mpire +typing-extensions==4.12.0 + # via + # pydata-sphinx-theme + # pygithub +urllib3==2.2.1 + # via + # pygithub + # requests +wrapt==1.16.0 # via deprecated From bf19dd1dc8f6566c55fc9f099a4c60e93a7ed495 Mon Sep 17 00:00:00 2001 From: Sam Wu <22262939+samjwu@users.noreply.github.com> Date: Fri, 31 May 2024 15:18:53 -0600 Subject: [PATCH 11/18] Update RTD config --- .readthedocs.yaml | 2 +- docs/sphinx/requirements.in | 3 ++- docs/sphinx/requirements.txt | 29 +++++------------------------ 3 files changed, 8 insertions(+), 26 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index b7dab1e99..bf7d46943 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -6,7 +6,7 @@ version: 2 sphinx: configuration: docs/conf.py -formats: [htmlzip, pdf, epub] +formats: [htmlzip] python: install: diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index d9bae715b..31468d1a5 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1,2 @@ -rocm-docs-core[api_reference]==1.2.0 +rocm-docs-core==1.2.0 +sphinx-reredirects diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index a25b13c0e..2e18ab9d2 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -25,12 +25,7 @@ cffi==1.16.0 charset-normalizer==3.3.2 # via requests click==8.1.7 - # via - # click-log - # doxysphinx - # sphinx-external-toc -click-log==0.4.0 - # via doxysphinx + # via sphinx-external-toc cryptography==42.0.7 # via pyjwt deprecated==1.2.14 @@ -41,8 +36,6 @@ docutils==0.21.2 # myst-parser # pydata-sphinx-theme # sphinx -doxysphinx==3.3.8 - # via rocm-docs-core fastjsonschema==2.19.1 # via rocm-docs-core gitdb==4.0.11 @@ -57,10 +50,6 @@ jinja2==3.1.4 # via # myst-parser # sphinx -libsass==0.22.0 - # via doxysphinx -lxml==4.9.4 - # via doxysphinx markdown-it-py==3.0.0 # via # mdit-py-plugins @@ -71,12 +60,8 @@ mdit-py-plugins==0.4.1 # via myst-parser mdurl==0.1.2 # via markdown-it-py -mpire==2.10.2 - # via doxysphinx myst-parser==3.0.1 # via rocm-docs-core -numpy==1.26.4 - # via doxysphinx packaging==24.0 # via # pydata-sphinx-theme @@ -92,17 +77,12 @@ pygithub==2.3.0 pygments==2.18.0 # via # accessible-pygments - # mpire # pydata-sphinx-theme # sphinx -pyjson5==1.6.6 - # via doxysphinx pyjwt[crypto]==2.8.0 # via pygithub pynacl==1.5.0 # via pygithub -pyparsing==3.1.2 - # via doxysphinx pyyaml==6.0.1 # via # myst-parser @@ -112,7 +92,7 @@ requests==2.32.3 # via # pygithub # sphinx -rocm-docs-core[api-reference]==1.2.0 +rocm-docs-core==1.2.0 # via -r requirements.in smmap==5.0.1 # via gitdb @@ -131,6 +111,7 @@ sphinx==7.3.7 # sphinx-design # sphinx-external-toc # sphinx-notfound-page + # sphinx-reredirects sphinx-book-theme==1.1.2 # via rocm-docs-core sphinx-copybutton==0.5.2 @@ -141,6 +122,8 @@ sphinx-external-toc==1.0.1 # via rocm-docs-core sphinx-notfound-page==1.0.2 # via rocm-docs-core +sphinx-reredirects==0.1.3 + # via -r requirements.in sphinxcontrib-applehelp==1.0.8 # via sphinx sphinxcontrib-devhelp==1.0.6 @@ -155,8 +138,6 @@ sphinxcontrib-serializinghtml==1.1.10 # via sphinx tomli==2.0.1 # via sphinx -tqdm==4.66.4 - # via mpire typing-extensions==4.12.0 # via # pydata-sphinx-theme From 1e55e01af33a54d21d37bf42ba89d1ced2456805 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Mon, 3 Jun 2024 11:04:33 -0700 Subject: [PATCH 12/18] Add "Fine Tuning LLMs" how to guide (#3124) * Add Fine Tuning LLMs how to guide * Reorg and refactor Fine-tuning LLMs with ROCm Update index and headings Fix formatting and update toc Split out content from index to overview.rst Add metadata Clean up overview Add inference sections, fix rst errors, clean up single-gpu-fine-tuning Combine fine-tuning and inference guides Fix some links and formatting Update toc and add formatting fixes Add ck kernel fusion content Update toc Clean up model quantization and acceleration Add CK images Clean up profiling Update triton kernel performance optimization Update llm inference frameworks guide Disable automatic number of figures and tables in Sphinx conf Change tabs to spaces Change heading to end with -ing Add link fixes and heading updates Add rocprof/Omniperf/Omnitrace section Update profiling and debugging guide Add formatting fixes Satisfy spellcheck Fix words Delete unused file Finish overview Clean up first 4 sections Multi-gpu fine-tuning guide: slight fixes Update toc Remove tabs Formatting fixes * Minor wording updates * Add some clean-up * Update profiling and debugging gudie * Fix Omnitrace link * Update ck kernel fusion with latest * Update CK formatting * Fix perfetto link syntax * Fix typos and add blurbs * Add fixes to Triton optimization doc * Tabify saving adapters / models section * Fix linting errors - spellcheck Fix spelling and grammar Satisfy linter Update wording in profiling guide Add fixes to satisfy linter More fixes for linting in Triton guide More linting fixes Spellcheck in CK guide * Improve triton guide Fix linting errors and optics * Add occupancy / vgpr table Change some wording * Re-add tunableop * Add missing indent in _toc.yml * Remove ckProfiler references * Add links to resources * Add refs in CK optimization guide * Rename files and fix internal links * Organize tuning guides Reorg triton * Add compute unit diagram * Remove AutoAWQ * Add higher res image for Perfetto trace example * Update link text * Update fig nums * Update some formatting * Update "Inductor" * Change "Inductor" to TorchInductor * Add link to official TorchInductor docs --- .../fine-tuning-llms/attention-module.png | Bin 0 -> 44574 bytes .../fine-tuning-llms/ck-comparisons.jpg | Bin 0 -> 114864 bytes .../fine-tuning-llms/ck-compilation.jpg | Bin 0 -> 192896 bytes .../fine-tuning-llms/ck-inference_flow.jpg | Bin 0 -> 141380 bytes .../fine-tuning-llms/ck-kernel_launch.jpg | Bin 0 -> 62929 bytes .../fine-tuning-llms/ck-operation_flow.jpg | Bin 0 -> 27502 bytes .../fine-tuning-llms/ck-root_instance.jpg | Bin 0 -> 87998 bytes .../ck-template_parameters.jpg | Bin 0 -> 50050 bytes .../how-to/fine-tuning-llms/compute-unit.png | Bin 0 -> 45716 bytes .../fine-tuning-llms/occupancy-vgpr.png | Bin 0 -> 295160 bytes .../fine-tuning-llms/omniperf-analysis.png | Bin 0 -> 156553 bytes .../fine-tuning-llms/omnitrace-timeline.png | Bin 0 -> 224582 bytes .../fine-tuning-llms/perfetto-trace.svg | 14 + .../profiling-perfetto-ui.png | Bin 0 -> 75184 bytes .../how-to/fine-tuning-llms/tunableop.png | Bin 0 -> 29108 bytes .../fine-tuning-llms/vllm-single-gpu-log.png | Bin 0 -> 44310 bytes .../how-to/fine-tuning-llms/weight-update.png | Bin 0 -> 25668 bytes docs/how-to/deep-learning-rocm.rst | 5 +- .../fine-tuning-and-inference.rst | 20 + docs/how-to/fine-tuning-llms/index.rst | 37 ++ .../llm-inference-frameworks.rst | 218 ++++++++ .../model-acceleration-libraries.rst | 249 +++++++++ .../fine-tuning-llms/model-quantization.rst | 257 +++++++++ .../multi-gpu-fine-tuning-and-inference.rst | 236 ++++++++ .../optimizing-triton-kernel.rst | 388 +++++++++++++ .../optimizing-with-composable-kernel.md | 484 +++++++++++++++++ docs/how-to/fine-tuning-llms/overview.rst | 104 ++++ .../profiling-and-debugging.rst | 217 ++++++++ .../single-gpu-fine-tuning-and-inference.rst | 509 ++++++++++++++++++ docs/how-to/rocm-for-ai/train-a-model.rst | 5 +- docs/index.md | 1 + docs/sphinx/_toc.yml.in | 21 + 32 files changed, 2763 insertions(+), 2 deletions(-) create mode 100644 docs/data/how-to/fine-tuning-llms/attention-module.png create mode 100644 docs/data/how-to/fine-tuning-llms/ck-comparisons.jpg create mode 100644 docs/data/how-to/fine-tuning-llms/ck-compilation.jpg create mode 100644 docs/data/how-to/fine-tuning-llms/ck-inference_flow.jpg create mode 100644 docs/data/how-to/fine-tuning-llms/ck-kernel_launch.jpg create mode 100644 docs/data/how-to/fine-tuning-llms/ck-operation_flow.jpg create mode 100644 docs/data/how-to/fine-tuning-llms/ck-root_instance.jpg create mode 100644 docs/data/how-to/fine-tuning-llms/ck-template_parameters.jpg create mode 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fine-tuning, and inference through the following guides. +Learn how to use your ROCm deep learning environment for training, fine-tuning, inference, and performance optimization +through the following guides. * :doc:`rocm-for-ai/index` + +* :doc:`fine-tuning-llms/index` diff --git a/docs/how-to/fine-tuning-llms/fine-tuning-and-inference.rst b/docs/how-to/fine-tuning-llms/fine-tuning-and-inference.rst new file mode 100644 index 000000000..0c0251fd1 --- /dev/null +++ b/docs/how-to/fine-tuning-llms/fine-tuning-and-inference.rst @@ -0,0 +1,20 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, inference, usage, tutorial + +************************* +Fine-tuning and inference +************************* + +Fine-tuning using ROCm involves leveraging AMD's GPU-accelerated :doc:`libraries ` and +:doc:`tools ` to optimize and train deep learning models. ROCm provides a comprehensive +ecosystem for deep learning development, including open-source libraries for optimized deep learning operations and +ROCm-aware versions of :doc:`deep learning frameworks <../deep-learning-rocm>` such as PyTorch, TensorFlow, and JAX. + +Single-accelerator systems, such as a machine equipped with a single accelerator or GPU, are commonly used for +smaller-scale deep learning tasks, including fine-tuning pre-trained models and running inference on moderately +sized datasets. See :doc:`single-gpu-fine-tuning-and-inference`. + +Multi-accelerator systems, on the other hand, consist of multiple accelerators working in parallel. These systems are +typically used in LLMs and other large-scale deep learning tasks where performance, scalability, and the handling of +massive datasets are crucial. See :doc:`multi-gpu-fine-tuning-and-inference`. diff --git a/docs/how-to/fine-tuning-llms/index.rst b/docs/how-to/fine-tuning-llms/index.rst new file mode 100644 index 000000000..c197158f2 --- /dev/null +++ b/docs/how-to/fine-tuning-llms/index.rst @@ -0,0 +1,37 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial + +************************** +Fine-tuning LLMs with ROCm +************************** + +ROCm empowers the fine-tuning and optimization of large language models, making them accessible and efficient for +specialized tasks. ROCm supports the broader AI ecosystem to ensure seamless integration with open frameworks, +models, and tools. + +For more information, see `What is ROCm? `_ + +Throughout the following topics, this guide discusses the goals and :ref:`challenges of fine-tuning a large language +model ` like Llama 2. Then, it introduces :ref:`common methods of optimizing your +fine-tuning ` using techniques like LoRA with libraries like PEFT. In the +sections that follow, you'll find practical guides on libraries and tools to accelerate your fine-tuning. + +- :doc:`Conceptual overview of fine-tuning LLMs ` + +- :doc:`Fine-tuning and inference ` using a + :doc:`single-accelerator ` or + :doc:`multi-accelerator ` system. + +- :doc:`Model quantization ` + +- :doc:`Model acceleration libraries ` + +- :doc:`LLM inference frameworks ` + +- :doc:`Optimizing with Composable Kernel ` + +- :doc:`Optimizing Triton kernels ` + +- :doc:`Profiling and debugging ` + diff --git a/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst b/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst new file mode 100644 index 000000000..9da634d5c --- /dev/null +++ b/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst @@ -0,0 +1,218 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, inference, vLLM, TGI, text generation inference + +************************ +LLM inference frameworks +************************ + +This section discusses how to implement `vLLM `_ and `Hugging Face TGI +`_ using +:doc:`single-accelerator ` and +:doc:`multi-accelerator ` systems. + +.. _fine-tuning-llms-vllm: + +vLLM inference +============== + +vLLM is renowned for its paged attention algorithm that can reduce memory consumption and increase throughput thanks to +its paging scheme. Instead of allocating GPU high-bandwidth memory (HBM) for the maximum output token lengths of the +models, the paged attention of vLLM allocates GPU HBM dynamically for its actual decoding lengths. This paged attention +is also effective when multiple requests share the same key and value contents for a large value of beam search or +multiple parallel requests. + +vLLM also incorporates many modern LLM acceleration and quantization algorithms, such as Flash Attention, HIP and CUDA +graphs, tensor parallel multi-GPU, GPTQ, AWQ, and token speculation. + +Installing vLLM +--------------- + +1. To install vLLM, run the following commands. + + .. code-block:: shell + + # Install from the source + git clone https://github.com/ROCm/vllm.git + cd vllm + PYTORCH_ROCM_ARCH=gfx942 python setup.py install #MI300 series + +.. _fine-tuning-llms-vllm-rocm-docker-image: + +2. Run the following commands to build a Docker image ``vllm-rocm``. + + .. code-block:: shell + + git clone https://github.com/vllm-project/vllm.git + cd vllm + docker build -f Dockerfile.rocm -t vllm-rocm . + +.. tab-set:: + + .. tab-item:: vLLM on a single-accelerator system + :sync: single + + 3. To use vLLM as an API server to serve reference requests, first start a container using the :ref:`vllm-rocm + Docker image `. + + .. code-block:: shell + + docker run -it \ + --network=host \ + --group-add=video \ + --ipc=host \ + --cap-add=SYS_PTRACE \ + --security-opt seccomp=unconfined \ + --device /dev/kfd \ + --device /dev/dri \ + -v :/app/model \ + vllm-rocm \ + bash + + 4. Inside the container, start the API server to run on a single accelerator on port 8000 using the following command. + + .. code-block:: shell + + python -m vllm.entrypoints.api_server --model /app/model --dtype float16 --port 8000 & + + The following log message is displayed in your command line indicates that the server is listening for requests. + + .. image:: ../../data/how-to/fine-tuning-llms/vllm-single-gpu-log.png + :alt: vLLM API server log message + :align: center + + 5. To test, send it a curl request containing a prompt. + + .. code-block:: shell + + curl http://localhost:8000/generate -H "Content-Type: application/json" -d '{"prompt": "What is AMD Instinct?", "max_tokens": 80, "temperature": 0.0 }' + + You should receive a response like the following. + + .. code-block:: text + + {"text":["What is AMD Instinct?\nAmd Instinct is a brand new line of high-performance computing (HPC) processors from Advanced Micro Devices (AMD). These processors are designed to deliver unparalleled performance for HPC workloads, including scientific simulations, data analytics, and machine learning.\nThe Instinct lineup includes a range of processors, from the entry-level Inst"]} + + .. tab-item:: vLLM on a multi-accelerator system + :sync: multi + + 3. To use vLLM as an API server to serve reference requests, first start a container using the :ref:`vllm-rocm + Docker image `. + + .. code-block:: shell + + docker run -it \ + --network=host \ + --group-add=video \ + --ipc=host \ + --cap-add=SYS_PTRACE \ + --security-opt seccomp=unconfined \ + --device /dev/kfd \ + --device /dev/dri \ + -v :/app/model \ + vllm-rocm \ + bash + + + 4. To run API server on multiple GPUs, use the ``-tp`` or ``--tensor-parallel-size`` parameter. For example, to use two + GPUs, start the API server using the following command. + + .. code-block:: shell + + python -m vllm.entrypoints.api_server --model /app/model --dtype float16 -tp 2 --port 8000 & + + 5. To run multiple instances of API Servers, specify different ports for each server, and use ``ROCR_VISIBLE_DEVICES`` to + isolate each instance to a different accelerator. + + For example, to run two API servers, one on port 8000 using GPU 0 and 1, one on port 8001 using GPU 2 and 3, use a + a command like the following. + + .. code-block:: shell + + ROCR_VISIBLE_DEVICES=0,1 python -m vllm.entrypoints.api_server --model /data/llama-2-7b-chat-hf --dtype float16 –tp 2 --port 8000 & + ROCR_VISIBLE_DEVICES=2,3 python -m vllm.entrypoints.api_server --model /data/llama-2-7b-chat-hf --dtype float16 –tp 2--port 8001 & + + 6. To test, send it a curl request containing a prompt. + + .. code-block:: shell + + curl http://localhost:8000/generate -H "Content-Type: application/json" -d '{"prompt": "What is AMD Instinct?", "max_tokens": 80, "temperature": 0.0 }' + + You should receive a response like the following. + + .. code-block:: text + + {"text":["What is AMD Instinct?\nAmd Instinct is a brand new line of high-performance computing (HPC) processors from Advanced Micro Devices (AMD). These processors are designed to deliver unparalleled performance for HPC workloads, including scientific simulations, data analytics, and machine learning.\nThe Instinct lineup includes a range of processors, from the entry-level Inst"]} + +.. _fine-tuning-llms-tgi: + +Hugging Face TGI +================ + +Text Generation Inference (TGI) is LLM serving framework from Hugging +Face, and it also supports the majority of high-performance LLM +acceleration algorithms such as Flash Attention, Paged Attention, +CUDA/HIP graph, tensor parallel multi-GPU, GPTQ, AWQ, and token +speculation. + +.. tip:: + + In addition to LLM serving capability, TGI also provides the `Text Generation Inference benchmarking tool + `_. + +Install TGI +----------- + +1. To install the TGI Docker image, run the following commands. + + .. code-block:: shell + + # Install from Dockerfile + git clone https://github.com/huggingface/text-generation-inference.git -b mi300-compat + cd text-generation-inference + docker build . -f Dockerfile.rocm + +.. tab-set:: + + .. tab-item:: TGI on a single-accelerator system + :sync: single + + 2. Launch a model using TGI server on a single accelerator. + + .. code-block:: shell + + export ROCM_USE_FLASH_ATTN_V2_TRITON=True + text-generation-launcher --model-id NousResearch/Meta-Llama-3-70B --dtype float16 --port 8000 & + + 3. To test, send it a curl request containing a prompt. + + .. code-block:: shell + + curl http://localhost:8000/generate_stream -X POST -d '{"inputs":"What is AMD Instinct?","parameters":{"max_new_tokens":20}}' -H 'Content-Type: application/json' + + You should receive a response like the following. + + .. code-block:: shell + + data:{"index":20,"token":{"id":304,"text":" in","logprob":-1.2822266,"special":false},"generated_text":" AMD Instinct is a new family of data center GPUs designed to accelerate the most demanding workloads in","details":null} + + .. tab-item:: TGI on a multi-accelerator system + + 2. Launch a model using TGI server on multiple accelerators (4 in this case). + + .. code-block:: shell + + export ROCM_USE_FLASH_ATTN_V2_TRITON=True + text-generation-launcher --model-id NousResearch/Meta-Llama-3-8B --dtype float16 --port 8000 --num-shard 4 & + + 3. To test, send it a curl request containing a prompt. + + .. code-block:: shell + + curl http://localhost:8000/generate_stream -X POST -d '{"inputs":"What is AMD Instinct?","parameters":{"max_new_tokens":20}}' -H 'Content-Type: application/json' + + You should receive a response like the following. + + .. code-block:: shell + + data:{"index":20,"token":{"id":304,"text":" in","logprob":-1.2773438,"special":false},"generated_text":" AMD Instinct is a new family of data center GPUs designed to accelerate the most demanding workloads in","details":null} diff --git a/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst b/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst new file mode 100644 index 000000000..f1bc7c704 --- /dev/null +++ b/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst @@ -0,0 +1,249 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, Flash Attention, Hugging Face, xFormers, vLLM, PyTorch + +**************************** +Model acceleration libraries +**************************** + +This section discusses model acceleration techniques and libraries to improve memory efficiency and performance. + +Flash Attention 2 +================= + +Flash Attention is a technique designed to reduce memory movements between GPU SRAM and high-bandwidth memory (HBM). By +using a tiling approach, Flash Attention 2 improves memory locality in the nested loops of query, key, and value +computations within the Attention modules of LLMs. These modules include Multi-Head Attention (MHA), Group-Query +Attention (GQA), and Multi-Query Attention (MQA). This reduction in memory movements significantly decreases the +time-to-first-token (TTFT) latency for large batch sizes and long prompt sequences, thereby enhancing overall +performance. + +.. image:: ../../data/how-to/fine-tuning-llms/attention-module.png + :alt: Attention module of a large language module utilizing tiling + :align: center + +Installing Flash Attention 2 +---------------------------- + +ROCm provides two different implementations of Flash Attention 2 modules. They can be deployed interchangeably: + +* ROCm `Composable Kernel `_ + (CK) Flash Attention 2 + +* `OpenAI Triton `_ Flash Attention 2 + +.. tab-set:: + + .. tab-item:: CK Flash Attention 2 + + To install CK Flash Attention 2, use the following commands. + + .. code-block:: shell + + # Install from the source + git clone https://github.com/ROCm/flash-attention.git + cd flash-attention/ + GPU_ARCHS=gfx942 python setup.py install #MI300 series + + Hugging Face Transformers can easily deploy the CK Flash Attention 2 module by passing an argument + ``attn_implementation="flash_attention_2"`` in the ``from_pretrained`` class. + + .. code-block:: python + + import torch + from transformers import AutoModelForCausalLM, AutoTokenizer + device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu") + model_name = "NousResearch/Meta-Llama-3-8B" + + tokenizer = AutoTokenizer.from_pretrained(model_name, torch_dtype=torch.float16, use_fast=False) + inputs = tokenizer('Today is', return_tensors='pt').to(device) + + model_eager = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, attn_implementation="eager").cuda(device) + model_ckFAv2 = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, attn_implementation="flash_attention_2").cuda(device) + + print("eager GQA: ", tokenizer.decode(model_eager.generate(**inputs, max_new_tokens=10)[0], skip_special_tokens=True)) + print("ckFAv2 GQA: ", tokenizer.decode(model_ckFAv2.generate(**inputs, max_new_tokens=10)[0], skip_special_tokens=True)) + + # eager GQA: Today is the day of the Lord, and we are the + # ckFAv2 GQA: Today is the day of the Lord, and we are the + + .. tab-item:: Triton Flash Attention 2 + + The Triton Flash Attention 2 module is implemented in Python and uses OpenAI’s JIT compiler. This module has been + upstreamed into the vLLM serving toolkit, discussed in :doc:'llm-inference-frameworks'. + + 1. To install Triton Flash Attention 2 and run the benchmark, use the following commands. + + .. code-block:: shell + + # Install from the source + pip uninstall pytorch-triton-rocm triton -y + git clone https://github.com/ROCm/triton.git + cd triton/python + GPU_ARCHS=gfx942 python setup.py install #MI300 series + pip install matplotlib pandas + + 2. To test, run the Triton Flash Attention 2 performance benchmark. + + .. code-block:: shell + + # Test the triton FA v2 kernel + python https://github.com/ROCm/triton/blob/triton-mlir/python/perf-kernels/flash-attention.py + # Results (Okay to release TFLOPS number ???) + fused-attention-fwd-d128: + BATCH HQ HK N_CTX_Q N_CTX_K TFLOPS + 0 16.0 16.0 16.0 1024.0 1024.0 287.528411 + 1 8.0 16.0 16.0 2048.0 2048.0 287.490806 + 2 4.0 16.0 16.0 4096.0 4096.0 345.966031 + 3 2.0 16.0 16.0 8192.0 8192.0 361.369510 + 4 1.0 16.0 16.0 16384.0 16384.0 356.873720 + 5 2.0 48.0 48.0 1024.0 1024.0 216.916235 + 6 2.0 48.0 48.0 2048.0 1024.0 271.027578 + 7 2.0 48.0 48.0 4096.0 8192.0 337.367372 + 8 2.0 48.0 48.0 8192.0 4096.0 363.481649 + 9 2.0 48.0 48.0 16384.0 8192.0 375.013622 + 10 8.0 16.0 16.0 1989.0 15344.0 321.791333 + 11 4.0 16.0 16.0 4097.0 163.0 122.104888 + 12 2.0 16.0 16.0 8122.0 2159.0 337.060283 + 13 1.0 16.0 16.0 16281.0 7.0 5.234012 + 14 2.0 48.0 48.0 1021.0 1020.0 214.657425 + 15 2.0 48.0 48.0 2001.0 2048.0 314.429118 + 16 2.0 48.0 48.0 3996.0 9639.0 330.411368 + 17 2.0 48.0 48.0 8181.0 1021.0 324.614980 + +xFormers +======== + +xFormers also improves the performance of attention modules. Although xFormers attention performs very +similarly to Flash Attention 2 due to its tiling behavior of query, key, and value, it’s widely used for LLMs and +Stable Diffusion models with the Hugging Face Diffusers library. + +Installing CK xFormers +---------------------- + +Use the following commands to install CK xFormers. + +.. code-block:: shell + + # Install from source + git clone https://github.com/ROCm/xformers.git + cd xformers/ + git submodule update --init --recursive + PYTORCH_ROCM_ARCH=gfx942 python setup.py install #Instinct MI300-series + +PyTorch built-in acceleration +============================= + +`PyTorch compilation +mode `__ +synthesizes the model into a graph and then lowers it to prime +operators. These operators are compiled using TorchInductor, which uses +OpenAI Triton as a building block for GPU acceleration. One advantage of +PyTorch compilation mode is that its GPU kernels are written in Python, +making modifying and extending them easier. PyTorch compilation mode +often delivers higher performance, as model operations are fused before +runtime, which allows for easy deployment of high-performance kernels. + +PyTorch compilation +------------------- + +To utilize the PyTorch compilation mode, specific layers of the model +must be explicitly assigned as compilation targets. In the case of LLM, +where autoregressive token decoding generates dynamically changing +key/value sizes, limiting the key/value size to a static dimension, +``max_cache_length``, is necessary to utilize the performance benefits +of the PyTorch compilation. + +.. code-block:: python + + # Sample script to run LLM with the static key-value cache and pytorch compilation + from transformers import AutoModelForCausalLM, AutoTokenizer, StaticCache + import torch + from typing import Optional + import os + device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu") + os.environ["TOKENIZERS_PARALLELISM"] = "false" + model_name = "NousResearch/Meta-Llama-3-8B" + prompts = [] + + for b in range(1): + prompts.append("New york city is where " + ) + + tokenizer = AutoTokenizer.from_pretrained(model_name) + model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16).to(device).eval() + inputs = tokenizer(prompts, return_tensors="pt").to(model.device) + + def decode_one_tokens(model, cur_token, input_pos, cache_position): + logits = model(cur_token, position_ids=input_pos, cache_position=cache_position, return_dict=False, use_cache=True)[0] + new_token = torch.argmax(logits[:, -1], dim=-1)[:, None] + return new_token + + batch_size, seq_length = inputs["input_ids"].shape + # static key-value cache + max_cache_length = 1024 + max_new_tokens = 10 + model._setup_cache(StaticCache, batch_size, max_cache_len=max_cache_length) + cache_position = torch.arange(seq_length, device=device) + generated_ids = torch.zeros(batch_size, seq_length + max_new_tokens + 1, dtype=torch.int, device=device) + generated_ids[:, cache_position] = inputs["input_ids"].to(device).to(torch.int) + + logits = model(**inputs, cache_position=cache_position, return_dict=False, use_cache=True)[0] + next_token = torch.argmax(logits[:, -1], dim=-1)[:, None] + # torch compilation + decode_one_tokens = torch.compile(decode_one_tokens, mode="max-autotune-no-cudagraphs",fullgraph=True) + + generated_ids[:, seq_length] = next_token[:, 0] + cache_position = torch.tensor([seq_length + 1], device=device) + + with torch.no_grad(): + for _ in range(1, max_new_tokens): + with torch.backends.cuda.sdp_kernel(enable_flash=False, enable_mem_efficient=False, enable_math=True): + next_token = decode_one_tokens(model, next_token.clone(), None, cache_position) + generated_ids[:, cache_position] = next_token.int() + cache_position += 1 + +.. _fine-tuning-llms-pytorch-tunableop: + +PyTorch TunableOp +------------------ + +ROCm PyTorch (2.2.0 and later) allows users to use high-performance ROCm +GEMM kernel libraries through PyTorch's built-in TunableOp options. +This enables users to automatically pick up the best-performing GEMM +kernels from :doc:`rocBLAS ` and :doc:`hipBLASLt ` libraries during runtime. + +During warm-up runs or offline profiling steps, users can create a GEMM Table +that enumerates the kernel information. During the model's run, the best-performing kernel substitutes +``torch.nn.functional.linear(input, weight, bias=None)`` with the kernel specified in the GEMM table. The +`Tunable GitHub `_ +page describes the options. + +.. code-block:: python + + # To turn on TunableOps, simply set this environmental variable + export PYTORCH_TUNABLEOP_ENABLED=1 + + # python + import torch + import torch.nn as nn + import torch.nn.functional as F + A = torch.rand(100, 20, device="cuda") + W = torch.rand(200, 20, device="cuda") + Out = F.linear(A, W) + print(Out.size()) + + # tunableop_results0.csv + Validator,PT_VERSION,2.4.0 + Validator,ROCM_VERSION,6.1.0.0-82-5fabb4c + Validator,HIPBLASLT_VERSION,0.7.0-1549b021 + Validator,GCN_ARCH_NAME,gfx942:sramecc+:xnack- + Validator,ROCBLAS_VERSION,4.1.0-cefa4a9b-dirty + GemmTunableOp_float_TN,tn_200_100_20,Gemm_Rocblas_32323,0.00669595 + +.. image:: ../../data/how-to/fine-tuning-llms/tunableop.png + :alt: GEMM and TunableOp + :align: center + +Learn more about optimizing kernels with TunableOp in +:ref:`Optimizing Triton kernels `. diff --git a/docs/how-to/fine-tuning-llms/model-quantization.rst b/docs/how-to/fine-tuning-llms/model-quantization.rst new file mode 100644 index 000000000..18d604b3d --- /dev/null +++ b/docs/how-to/fine-tuning-llms/model-quantization.rst @@ -0,0 +1,257 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, quantization, GPTQ, transformers, bitsandbytes + +***************************** +Model quantization techniques +***************************** + +Quantization reduces the model size compared to its native full-precision version, making it easier to fit large models +onto accelerators or GPUs with limited memory usage. This section explains how to perform LLM quantization using GPTQ +and bitsandbytes on AMD Instinct hardware. + +.. _fine-tune-llms-gptq: + +GPTQ +==== + +GPTQ is a post-training quantization technique where each row of the weight matrix is quantized independently to find a +version of the weights that minimizes error. These weights are quantized to ``int4`` but are restored to ``fp16`` on the +fly during inference. This can save your memory usage by a factor of four. A speedup in inference is expected because +inference of GPTQ models uses a lower bit width, which takes less time to communicate. + +Before setting up the GPTQ configuration in Transformers, ensure the `AutoGPTQ `_ library +is installed. + +Installing AutoGPTQ +------------------- + +The AutoGPTQ library implements the GPTQ algorithm. + +#. Use the following command to install the latest stable release of AutoGPTQ from pip. + + .. code-block:: shell + + # This will install pre-built wheel for a specific ROCm version + + pip install auto-gptq --no-build-isolation --extra-index-url https://huggingface.github.io/autogptq-index/whl/rocm573/ + + Or, install AutoGPTQ from source for the appropriate ROCm version (for example, ROCm 6.1). + + .. code-block:: shell + + # Clone the source code + git clone https://github.com/AutoGPTQ/AutoGPTQ.git + cd AutoGPTQ + + # Speed up the compilation by specifying PYTORCH_ROCM_ARCH to target device + PYTORCH_ROCM_ARCH=gfx942 ROCM_VERSION=6.1 pip install . + + # Show the package after the installation + +#. Run ``pip show auto-gptq`` to print information for the installed ``auto-gptq`` package. Its output should look like + this: + + .. code-block:: shell + + Name: auto-gptq + Version: 0.8.0.dev0+rocm6.1 + ... + +Using GPTQ with AutoGPTQ +------------------------ + +#. Run the following code snippet. + + .. code-block:: python + + from transformers import AutoTokenizer, TextGenerationPipeline + from auto_gptq import AutoGPTQForCausalLM, BaseQuantizeConfig + base_model_name = "NousResearch/Llama-2-7b-hf" + quantized_model_name = "llama-2-7b-hf-gptq" + tokenizer = AutoTokenizer.from_pretrained(base_model_name, use_fast=True) + examples = [ + tokenizer( + "auto-gptq is an easy-to-use model quantization library with user-friendly apis, based on GPTQ algorithm." + ) + ] + print(examples) + + The resulting examples should be a list of dictionaries whose keys are ``input_ids`` and ``attention_mask``. + +#. Set up the quantization configuration using the following snippet. + + .. code-block:: python + + quantize_config = BaseQuantizeConfig( + bits=4, # quantize model to 4-bit + group_size=128, # it is recommended to set the value to 128 + desc_act=False, + ) + +#. Load the non-quantized model using the AutoGPTQ class and run the quantization. + + .. code-block:: python + + # import auto_gptq class + from auto_gptq import AutoGPTQForCausalLM + # load non-quantized model + base_model = AutoGPTQForCausalLM.from_pretrained(base_model_name, quantize_config, device_map = "auto") + base_model.quantize(examples) + # save quantized model + base_model.save_quantized(quantized_model_name) + +Using GPTQ with Hugging Face Transformers +------------------------------------------ + +#. To perform a GPTQ quantization using Hugging Face Transformers, you need to create a ``GPTQConfig`` instance and set the + number of bits to quantize to, and a dataset to calibrate the weights. + + .. code-block:: python + + from transformers import AutoModelForCausalLM, AutoTokenizer, GPTQConfig + + base_model_name = " NousResearch/Llama-2-7b-hf" + tokenizer = AutoTokenizer.from_pretrained(base_model_name) + gptq_config = GPTQConfig(bits=4, dataset="c4", tokenizer=tokenizer) + +#. Load a model to quantize using ``AutoModelForCausalLM`` and pass the + ``gptq_config`` to its ``from_pretained`` method. Set ``device_map=”auto”`` to + automatically offload the model to available GPU resources. + + .. code-block:: python + + quantized_model = AutoModelForCausalLM.from_pretrained( + base_model_name, + device_map="auto", + quantization_config=gptq_config) + +#. Once the model is quantized, you can push the model and tokenizer to Hugging Face Hub for easy share and access. + + .. code-block:: python + + quantized_model.push_to_hub("llama-2-7b-hf-gptq") + tokenizer.push_to_hub("llama-2-7b-hf-gptq") + + Or, you can save the model locally using the following snippet. + + .. code-block:: python + + quantized_model.save_pretrained("llama-2-7b-gptq") + tokenizer.save_pretrained("llama-2-7b-gptq") + +ExLlama-v2 support +------------------ + +ExLlama is a Python/C++/CUDA implementation of the Llama model that is +designed for faster inference with 4-bit GPTQ weights. The ExLlama +kernel is activated by default when users create a ``GPTQConfig`` object. To +boost inference speed even further on Instinct accelerators, use the ExLlama-v2 +kernels by configuring the ``exllama_config`` parameter as the following. + +.. code-block:: python + + from transformers import AutoModelForCausalLM, GPTQConfig + pretrained_model_dir = "meta-llama/Llama-2-7b" + gptq_config = GPTQConfig(bits=4, exllama_config={"version":2}) + quantized_model = AutoModelForCausalLM.from_pretrained( + base_model_name, + device_map="auto", + quantization_config=gptq_config) + +bitsandbytes +============ + +The `ROCm-aware bitsandbytes `_ library is +a lightweight Python wrapper around CUDA custom functions, in particular 8-bit optimizer, matrix multiplication, and +8-bit and 4-bit quantization functions. The library includes quantization primitives for 8-bit and 4-bit operations +through ``bitsandbytes.nn.Linear8bitLt`` and ``bitsandbytes.nn.Linear4bit`` and 8-bit optimizers through the +``bitsandbytes.optim`` module. These modules are supported on AMD Instinct accelerators. + +Installing bitsandbytes +----------------------- + +#. To install bitsandbytes for ROCm 6.0 (and later), use the following commands. + + .. code-block:: shell + + # Clone the github repo + git clone --recurse https://github.com/ROCm/bitsandbytes.git + cd bitsandbytes + git checkout rocm_enabled + + # Install dependencies + pip install -r requirements-dev.txt + + # Use -DBNB_ROCM_ARCH to specify target GPU arch + cmake -DBNB_ROCM_ARCH="gfx942" -DCOMPUTE_BACKEND=hip -S . + + # Install + python setup.py install + +#. Run ``pip show bitsandbytes`` to show the information about the installed bitsandbytes package. Its output should + look like the following. + + .. code-block:: shell + + Name: bitsandbytes + Version: 0.44.0.dev0 + ... + +Using bitsandbytes primitives +----------------------------- + +To get started with bitsandbytes primitives, use the following code a reference. + +.. code-block:: python + + import bitsandbytes as bnb + + # Use Int8 Matrix Multiplication + bnb.matmul(..., threshold=6.0) + + # Use bitsandbytes 8-bit Optimizers + adam = bnb.optim.Adam8bit(model.parameters(), lr=0.001, betas=(0.9, 0.995)) + +Using bitsandbytes with Hugging Face Transformers +------------------------------------------------- + +To load a Transformers model in 4-bit, set ``load_int_4bt=true`` in ``BitsAndBytesConfig``. + +.. code-block:: python + + from transformers import AutoModelForCausalLM + from bitsandbytes import BitsAndBytesConfig + + base_model_name = "NousResearch/Llama-2-7b-hf" + quantization_config = BitsAndBytesConfig(load_in_4bit=True) + bnb_model_4bit = AutoModelForCausalLM.from_pretrained( + base_model_name, + device_map="auto", + quantization_config=quantization_config) + + # check the memory footprint with get_memory_footprint method + print(bnb_model_4bit.get_memory_footprint()) + +To load a model in 8-bit for inference, use the ``load_in_8bit`` option. + +.. code-block:: python + + from transformers import AutoModelForCausalLM, AutoTokenizer + from bitsandbytes import BitsAndBytesConfig + + base_model_name = "NousResearch/Llama-2-7b-hf" + + tokenizer = AutoTokenizer.from_pretrained(base_model_name) + quantization_config = BitsAndBytesConfig(load_in_8bit=True) + tokenizer = AutoTokenizer.from_pretrained(base_model_name) + bnb_model_8bit = AutoModelForCausalLM.from_pretrained( + base_model_name, + device_map="auto", + quantization_config=quantization_config) + + prompt = "What is a large language model?" + inputs = tokenizer(prompt, return_tensors="pt").to("cuda") + generated_ids = model.generate(**inputs) + outputs = tokenizer.batch_decode(generated_ids, skip_special_tokens=True) + diff --git a/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst b/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst new file mode 100644 index 000000000..b567c60cb --- /dev/null +++ b/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst @@ -0,0 +1,236 @@ +.. meta:: + :description: Model fine-tuning and inference on a multi-GPU system + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, multi-GPU, distributed, inference + +***************************************************** +Fine-tuning and inference using multiple accelerators +***************************************************** + +This section explains how to fine-tune a model on a multi-accelerator system. See +:doc:`Single-accelerator fine-tuning ` for a single accelerator or GPU setup. + +.. _fine-tuning-llms-multi-gpu-env: + +Environment setup +================= + +This section was tested using the following hardware and software environment. + +.. list-table:: + :stub-columns: 1 + + * - Hardware + - 4 AMD Instinct MI300X accelerators + + * - Software + - ROCm 6.1, Ubuntu 22.04, PyTorch 2.1.2, Python 3.10 + + * - Libraries + - ``transformers`` ``datasets`` ``accelerate`` ``huggingface-hub`` ``peft`` ``trl`` ``scipy`` + + * - Base model + - ``meta-llama/Llama-2-7b-chat-hf`` + +.. _fine-tuning-llms-multi-gpu-env-setup: + +Setting up the base implementation environment +---------------------------------------------- + +#. Install PyTorch for ROCm. Refer to the + :doc:`PyTorch installation guide `. For consistent + installation, it’s recommended to use official ROCm prebuilt Docker images with the framework pre-installed. + +#. In the Docker container, check the availability of ROCM-capable accelerators using the following command. + + .. code-block:: shell + + rocm-smi -showproductname + +#. Check that your accelerators are available to PyTorch. + + .. code-block:: python + + import torch + print("Is a ROCm-GPU detected? ", torch.cuda.is_available()) + print("How many ROCm-GPUs are detected? ", torch.cuda.device_count()) + + If successful, your output should look like this: + + .. code-block:: shell + + >>> print("Is a ROCm-GPU detected? ", torch.cuda.is_available()) + Is a ROCm-GPU detected? True + >>> print("How many ROCm-GPUs are detected? ", torch.cuda.device_count()) + How many ROCm-GPUs are detected? 4 + +.. tip:: + + During training and inference, you can check the memory usage by running the ``rocm-smi`` command in your terminal. + This tool helps you see shows which accelerators or GPUs are involved. + + +.. _fine-tuning-llms-multi-gpu-hugging-face-accelerate: + +Hugging Face Accelerate for fine-tuning and inference +=========================================================== + +`Hugging Face Accelerate `_ is a library that simplifies turning raw +PyTorch code for a single accelerator into code for multiple accelerators for LLM fine-tuning and inference. It is +integrated with `Transformers `_ allowing you to scale your PyTorch +code while maintaining performance and flexibility. + +As a brief example of model fine-tuning and inference using multiple GPUs, let's use Transformers and load in the Llama +2 7B model. + +Here, let's reuse the code in :ref:`Single-accelerator fine-tuning ` +to load the base model and tokenizer. + +Now, it's important to adjust how you load the model. Add the ``device_map`` parameter to your base model configuration. + +.. code-block:: python + + ... + base_model_name = "meta-llama/Llama-2-7b-chat-hf" + + # Load base model to GPU memory + base_model = AutoModelForCausalLM.from_pretrained( + base_model_name, + device_map = "auto" + trust_remote_code = True) + ... + # Run training + sft_trainer.train() + +.. note:: + + You can let Accelerate handle the device map computation by setting ``device_map`` to one of the supported options + (``"auto"``, ``"balanced"``, ``"balanced_low_0"``, ``"sequential"``). + + It's recommended to set the ``device_map`` parameter to ``“auto”`` to allow Accelerate to automatically and + efficiently allocate the model given the available resources (4 accelerators in this case). + + When you have more GPU memory available than the model size, here is the difference between each ``device_map`` + option: + + * ``"auto"`` and ``"balanced"`` evenly split the model on all available GPUs, making it possible for you to use a + batch size greater than 1. + + * ``"balanced_low_0"`` evenly splits the model on all GPUs except the first + one, and only puts on GPU 0 what does not fit on the others. This + option is great when you need to use GPU 0 for some processing of the + outputs, like when using the generate function for Transformers + models. + + * ``"sequential"`` will fit what it can on GPU 0, then move on GPU 1 and so forth. Not all GPUs might be used. + +After loading the model in this way, the model is fully ready to use the resources available to it. + +.. _fine-tuning-llms-multi-gpu-torchtune: + +torchtune for fine-tuning and inference +============================================= + +torchtune is a PyTorch-native library for easy single and multi-accelerator or GPU model fine-tuning and inference with +LLMs. + +#. Install torchtune using pip. + + .. code-block:: shell + + # Install torchtune with PyTorch release 2.2.2+ + pip install torchtune + + # To confirm that the package is installed correctly + tune --help + + The output should look like this: + + .. code-block:: shell + + usage: tune [-h] {download,ls,cp,run,validate} ... + + Welcome to the TorchTune CLI! + + options: + -h, --help show this help message and exit + + subcommands: + {download,ls,cp,run,validate} + +torchtune recipes are designed around easily composable components and workable training loops, with minimal abstraction +getting in the way of fine-tuning. Run ``tune ls`` to show built-in torchtune configuration recipes. + +.. code-block:: shell + + RECIPE CONFIG + full_finetune_single_device llama2/7B_full_low_memory + llama3/8B_full_single_device + mistral/7B_full_low_memory + full_finetune_distributed llama2/7B_full + llama2/13B_full + llama3/8B_full + mistral/7B_full + gemma/2B_full + lora_finetune_single_device llama2/7B_lora_single_device + llama2/7B_qlora_single_device + llama3/8B_lora_single_device + llama3/8B_qlora_single_device + llama2/13B_qlora_single_device + mistral/7B_lora_single_device + +The ``RECIPE`` column shows the easy-to-use and workable fine-tuning and inference recipes for popular fine-tuning +techniques (such as LoRA). The ``CONFIG`` column lists the YAML configurations for easily configuring training, +evaluation, quantization, or inference recipes. + +The snippet shows the architecture of a model's YAML configuration file: + +.. code-block:: yaml + + # Model Arguments + model: + _component_: torchtune.models.llama2.lora_llama2_7b + lora_attn_modules: ['q_proj', 'v_proj'] + apply_lora_to_mlp: False + apply_lora_to_output: False + lora_rank: 8 + lora_alpha: 16 + + tokenizer: + _component_: torchtune.models.llama2.llama2_tokenizer + path: /tmp/Llama-2-7b-hf/tokenizer.model + + # Dataset and Sampler + dataset: + _component_: torchtune.datasets.alpaca_cleaned_dataset + train_on_input: True + +This configuration file defines the fine-tuning base model path, data set, hyper-parameters for optimizer and scheduler, +and training data type. To download the base model for fine-tuning, run the following command: + +.. code-block:: shell + + tune download meta-llama/Llama-2-7b-hf --output-dir /tmp/Llama-2-7b-hf --hf-token + +The output directory argument for ``--output-dir`` should map the model path specified in YAML config file. + +To launch ``lora_finetune_distributed`` on four devices, run the following +command: + +.. code-block:: shell + + tune run --nnodes 1 --nproc_per_node 4 lora_finetune_distributed --config llama2/7B_lora + +If successful, you should something like the following output: + +.. code-block:: shell + + INFO:torchtune.utils.logging:FSDP is enabled. Instantiating Model on CPU for Rank 0 ... + INFO:torchtune.utils.logging:Model instantiation took 7.32 secs + INFO:torchtune.utils.logging:Memory Stats after model init: + {'peak_memory_active': 9.478172672, 'peak_memory_alloc': 8.953868288, 'peak_memory_reserved': 11.112808448} + INFO:torchtune.utils.logging:Optimizer and loss are initialized. + INFO:torchtune.utils.logging:Dataset and Sampler are initialized. + INFO:torchtune.utils.logging:Learning rate scheduler is initialized. + 1|111|Loss: 1.5790324211120605: 7%|█ | 114/1618 + +Read more about inference frameworks in :doc:`LLM inference frameworks `. diff --git a/docs/how-to/fine-tuning-llms/optimizing-triton-kernel.rst b/docs/how-to/fine-tuning-llms/optimizing-triton-kernel.rst new file mode 100644 index 000000000..cac5493dc --- /dev/null +++ b/docs/how-to/fine-tuning-llms/optimizing-triton-kernel.rst @@ -0,0 +1,388 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, Triton, kernel, performance, optimization + +************************* +Optimizing Triton kernels +************************* + +This section introduces the general steps for `Triton `_ kernel optimization. Broadly, +Triton kernel optimization is similar to HIP and CUDA kernel optimization. + +.. _fine-tuning-llms-triton-memory-access-efficiency: + +Memory access efficiency +======================== + +The accelerator or GPU contains global memory, local data share (LDS), and registers. Global memory has high access +latency, but is large. LDS access has much lower latency, but is smaller. Register access is the fastest yet smallest +among the three. + +So, the data in global memory should be loaded and stored as few times as possible. If different threads in a block +need to access the same data, these data should be first transferred from global memory to LDS, then accessed by +different threads in a workgroup. + +.. _fine-tuning-llms-triton-hardware-resource-utilization: + +Hardware resource utilization +============================= + +Each accelerator or GPU has multiple Compute Units (CUs) and various CUs do computation in parallel. So, how many CUs +can a compute kernel can allocate its task to? For the :doc:`AMD MI300X accelerator <../../reference/gpu-arch-specs>`, the +grid should have at least 1024 thread blocks or workgroups. + +.. figure:: ../../data/how-to/fine-tuning-llms/compute-unit.png + + Schematic representation of a CU in the CDNA2 or CDNA3 architecture. + +To increase hardware utilization and maximize parallelism, it is necessary to design algorithms that can exploit more +parallelism. One approach to achieving this is by using larger split-K techniques for General Matrix Multiply (GEMM) +operations, which can further distribute the computation across more CUs, thereby enhancing performance. + +.. tip:: + + You can query hardware resources with the command ``rocminfo`` (in the ``/opt/rocm/bin`` directory). For instance, + query the number of CUs, number of SIMD, and wavefront size using the following commands. + + .. code-block:: shell + + rocminfo | grep "Compute Unit" + + rocminfo | grep "SIMD" + + rocminfo | grep "Wavefront Size" + + On an MI300X device, there are 304 CUs, 4 SIMD per CU, and the wavefront size (warp size) is 64. See :doc:`Hardware + specifications <../../reference/gpu-arch-specs>` for a full list of AMD accelerators and GPUs. + +.. _fine-tuning-llms-triton-ir-analysis: + +IR analysis +=========== + +In Triton, there are several layouts including *blocked*, *shared*, *sliced*, and *MFMA*. + +From the Triton GPU IR (intermediate representation), you can know in which memory each computation is +performed. The following is a snippet of IR from the Flash Attention decode ``int4`` key-value program. It is to +de-quantize the ``int4`` key-value from the ``int4`` data type to ``fp16``. + +.. code-block:: + + %190 = tt.load %189 {cache = 1 : i32, evict = 1 : i32, isVolatile = + false} : tensor<1x64xi32, #blocked6> loc(#loc159) + + %266 = arith.andi %190, %cst_28 : tensor<1x64xi32, #blocked6> + loc(#loc250) + + %267 = arith.trunci %266 : tensor<1x64xi32, #blocked6> to + tensor<1x64xi16, #blocked6> loc(#loc251) + + %268 = tt.bitcast %267 : tensor<1x64xi16, #blocked6> -> tensor<1x64xf16, + #blocked6> loc(#loc252) + + %269 = triton_gpu.convert_layout %268 : (tensor<1x64xf16, #blocked6>) -> + tensor<1x64xf16, #shared1> loc(#loc252) + + %270 = tt.trans %269 : (tensor<1x64xf16, #shared1>) -> tensor<64x1xf16, + #shared2> loc(#loc194) + + %276 = triton_gpu.convert_layout %270 : (tensor<64x1xf16, #shared2>) -> + tensor<64x1xf16, #blocked5> loc(#loc254) + + %293 = arith.mulf %276, %cst_30 : tensor<64x1xf16, #blocked5> + loc(#loc254) + + %295 = arith.mulf %292, %294 : tensor<64x32xf16, #blocked5> loc(#loc264) + + %297 = arith.addf %295, %296 : tensor<64x32xf16, #blocked5> loc(#loc255) + + %298 = triton_gpu.convert_layout %297 : (tensor<64x32xf16, #blocked5>) + -> tensor<64x32xf16, #shared1> loc(#loc255) + + %299 = tt.trans %298 : (tensor<64x32xf16, #shared1>) -> + tensor<32x64xf16, #shared2> loc(#loc196) + + %300 = triton_gpu.convert_layout %299 : (tensor<32x64xf16, #shared2>) -> + tensor<32x64xf16, #triton_gpu.dot_op<{opIdx = 1, parent = #mfma, kWidth + = 4}>> loc(#loc197) + +From the IR, you can see ``i32`` data is loaded from global memory to registers. With a few element-wise operations in +registers, then it is stored in shared memory for the transpose operation, which needs data movement across different +threads. With the transpose done, it is loaded from LDS to register again, and with a few more element-wise operations, +they are stored in LDS again. The last step is to load from LDS to registers and convert to the dot-operand layout. + +From the IR, you can see that it uses the LDS twice: one for the transpose, and the other to convert the blocked layout +to a dot-operand layout. + +Assembly analysis +================= + +In the ISA, ensure ``global_load_dwordx4`` is used, especially when the +load happens in a loop. + +In most cases, the LDS load and store should use ``_b128`` as well to +minimize the number of LDS access instructions. Note that upstream (or backend) might not have ``_b128`` LDS read/write, +so it uses ``_b64``. For most cases, no matter if you use fork or upstream, +the LDS access should have ``_b64`` vector width. + +The AMD ISA has the ``s_waitcnt`` instruction to synchronize the dependency +of memory access and computations. The ``s_waitcnt`` instruction can +have two signals, typically in the context of Triton: + +* ``lgkmcnt(n):`` `lgkm` stands for LDS, GDS, Constant and Message. + + In this context, it is often related to LDS access. The number ``n`` here means the number of such accesses that can + be left out to continue. For example, 0 means all ``lgkm`` access must finish before continuing, and 1 means only 1 + ``lgkm`` access can be still running asynchronously before proceeding. + +* ``vmcnt(n):`` `vm` means vector memory. + + This happens when vector memory is accessed, for example, when global load moves from global memory to vector memory. + Again, the number ``n`` here means the number of accesses that can be left out to continue. + +Generally recommended guidelines are as follows. + +* Vectorize memory access as much as possible. + +* Ensure synchronization is done efficiently. + +* Overlap of instructions to hide latency, but it requires thoughtful + analysis of the algorithms. + +* If you find inefficiencies, you can trace it back to LLVM IR, TTGIR + and even TTIR to see where the problem comes from. If you find it + during compiler optimization, activate the MLIR dump and check which + optimization pass caused the problem. + +.. _fine-tuning-llms-triton-kernel-occupancy: + +Kernel occupancy +================ + +1. Get the VGPR count, search for ``.vgpr_count`` in the ISA (for example, ``N``). + +2. Get the allocated LDS following the steps (for example, L for the kernel). + + a. ``export MLIR_ENABLE_DUMP=1`` + + b. ``rm -rf ~/.triton/cache`` + + c. ``python kernel.py | | grep "triton_gpu.shared = " | tail -n 1`` + + d. You should see something like ``triton_gpu.shared = 65536``, indicating 65536 bytes of LDS are allocated for the + kernel. + +3. Get number of waves per workgroup using the following steps (for example, ``nW``). + + a. ``export MLIR_ENABLE_DUMP=1`` + + b. ``rm -rf ~/.triton/cache`` + + c. ``python kernel.py | | grep "triton_gpu.num-warps " | tail -n 1`` + + d. You should see something like ``“triton_gpu.num-warps" = 8``, indicating 8 waves per workgroup. + +4. Compute occupancy limited by VGPR based on N according to the following table. For example, waves per EU as + ``occ_vgpr``. + +.. _fine-tuning-llms-occupancy-vgpr-table: + +.. figure:: ../../data/how-to/fine-tuning-llms/occupancy-vgpr.png + :alt: Occupancy related to VGPR usage in an Instinct MI300X accelerator. + :align: center + +5. Compute occupancy limited by LDS based on L by: ``occ_lds = floor(65536 / L)``. + +6. Then the occupancy is ``occ = min(floor(occ_vgpr * 4 / nW), occ_lds) * nW / 4`` + + a. ``occ_vgpr \* 4`` gives the total number of waves on all 4 execution units (SIMDs) + per CU. + + b. ``floor(occ_vgpr * 4 / nW)`` gives the occupancy of workgroups per CU + regrading VGPR usage. + + c. The true ``occ`` is the minimum of the two. + +.. _fine-tuning-llms-triton-kernel-configs-env-vars: + +Auto-tunable kernel configurations and environment variables +============================================================ + +This section relates to the amount of :ref:`memory access ` and +computation assigned to each CU. It is related to the usage of LDS, registers and the scheduling of different tasks on +a CU. + +The following is a list of kernel arguments used for tuning. + +``num_stages=n`` + Adjusts the number of pipeline stages for different types of kernels. On AMD accelerators, set ``num_stages`` + according to the following rules: + + * For kernels with a single GEMM, set to ``0``. + + * For kernels with two GEMMs fused (Flash Attention, or any other kernel + that fuses 2 GEMMs), set to ``1``. + + * For kernels that fuse a single GEMM with another non-GEMM operator + (for example ReLU activation), set to ``0``. + + * For kernels that have no GEMMs, set to ``1``. + +``waves_per_eu=n`` + Helps to manage Vector General Purpose Registers (VGPR) usage to achieve desired occupancy levels. This argument + hints to the compiler to reduce VGPR to achieve ``n`` occupancy. See + :ref:`Kernel occupancy ` for more information about how to compute + occupancy. + + This argument is useful if: + + * The occupancy of the kernel is limited by VGPR usage. + + * The current VGPR usage is only a few above a boundary in + :ref:`Occupancy related to VGPR usage in an Instinct MI300X accelerator `. + + For example, according to the table, the available VGPR is 512 per Execution Unit (EU), and VGPU is allocated at the + unit of 16. If the current VGPR usage is 170, the actual requested VGPR will be 176, so the + occupancy is only 2 waves per CU since :math:`176 \times 3 > 512`. So, if you set + ``waves_per_eu`` to 3, the LLVM backend tries to bring VGPR usage down so + that it might fit 3 waves per EU. + +``BLOCK_M``, ``BLOCK_N``, ``BLOCK_K`` + Tile sizes to be tuned to balance the memory-to-computation ratio. You want tile sizes large enough to + maximize the efficiency of memory-to-computation ratio, but small enough to parallelize the greatest number of + workgroups at the grid level. + +``matrix_instr_nonkdim`` + Experimental feature for Flash Attention-like kernels that determines the size of the Matrix Fused Multiply-Add + (MFMA) instruction used. + + - ``Matrix_instr_nonkdim = 16``: ``mfma_16x16`` is used. + + - ``Matrix_instr_nonkdim = 32``: ``mfma_32x32`` is used. + + For GEMM kernels on an AMD MI300X accelerator, ``mfma_16x16`` typically outperforms ``mfma_32x32``, even for large + tile/GEMM sizes. + +The following is an environment variable used for tuning. + +``OPTIMIZE_EPILOGUE`` + Setting this variable to ``1`` can improve performance by removing the ``convert_layout`` operation in the epilogue. + It should be turned on (set to ``1``) in most cases. Setting ``OPTIMIZE_EPILOGUE=1`` stores the MFMA instruction + results in the MFMA layout directly; this comes at the cost of reduced global store efficiency, but the impact on + kernel execution time is usually minimal. + + By default (``0``), the results of MFMA instruction are converted to blocked layout, which leads to ``global_store`` + with maximum vector length, that is ``global_store_dwordx4``. + + This is done implicitly with LDS as the intermediate buffer to achieve + data exchange between threads. Padding is used in LDS to avoid bank + conflicts. This usually leads to extra LDS usage, which might reduce + occupancy. + + .. note:: + + This variable is not turned on by default because it only + works with ``tt.store`` but not ``tt.atomic_add``, which is used in split-k and + stream-k GEMM kernels. In the future, it might be enabled with + ``tt.atomic_add`` and turned on by default. + + See :ref:`IR analysis `. + +TorchInductor with Triton tuning knobs +=========================================== + +The following are suggestions for optimizing matrix multiplication (GEMM) and convolution (``conv``) operations in PyTorch +using ``inductor``, a part of the PyTorch compilation framework. The goal is to leverage Triton to achieve better +performance. + +Learn more about TorchInductor environment variables and usage in +`PyTorch documentation `_. + +To enable a ``gemm``/``conv`` lowering to Triton, it requires use of ``inductor``’s ``max_autotune`` mode. This benchmarks a +static list of Triton configurations (``conv`` configurations for max auto-tune + ``matmul`` configurations for max +auto-tune) and uses the fastest for each shape. Note that the Triton is not used if regular :doc:`MIOpen ` +or :doc:`rocBLAS ` is faster for a specific operation. + +* Set ``torch._inductor.config.max_autotune = True`` or ``TORCHINDUCTOR_MAX_AUTOTUNE=1``. + +* Or, for more fine-grained control: + + ``torch._inductor.config.max_autotune.pointwise = True`` + To enable tuning for ``pointwise``/``reduction`` ops. + + ``torch._inductor.config.max_autotune_gemm = True`` + To enable tuning or lowering of ``mm``/``conv``\s. + + ``torch._inductor.max_autotune_gemm_backends/TORCHINDUCTOR_MAX_AUTOTUNE_GEMM_BACKENDS`` + To select the candidate backends for ``mm`` auto-tuning. Defaults to + ``TRITON,ATEN,NV``. This also includes the ``CUTLASS`` tuning option. Limiting this to + ``TRITON`` might improve performance by enabling more fused ``mm`` kernels + instead of going to rocBLAS. + +* For ``mm`` tuning, tuning ``coordinate_descent`` might improve performance. + + ``torch._inductor.config.coordinate_descent_tuning = True`` or ``TORCHINDUCTOR_COORDINATE_DESCENT_TUNING=1`` + +* Inference can see large improvements on AMD GPUs by utilizing + ``torch._inductor.config.freezing=True`` or the ``TORCHINDUCTOR_FREEZING=1`` variable, which + in-lines weights as constants and enables constant folding optimizations. + +* Enabling ``inductor``’s cpp_wrapper might improve overhead. This generates + C++ code which launches Triton binaries directly with + ``hipModuleLaunchKernel`` and relies on `hipification`. + +* For NHWC convolutions workloads + ``torch._inductor.config.layout_optimization=True`` or ``TORCHINDUCTOR_LAYOUT_OPTIMIZATION=`` + can help be enforcing channels_last format throughout the graph avoiding + any additional transposes added by ``inductor``. Note that + ``PYTORCH_MIOPEN_SUGGEST_NHWC=1`` is recommended if using this. + +* Extracting the Triton kernel ``TORCH_COMPILE_DEBUG`` creates a + ``torch_compile_debug/`` directory at current path, in the ``output_code.py`` + the code-strings for the Triton kernels that are defined. Manual work is + then required to strip out the kernel and create kernel + compilation and launch via Triton. + +* For advanced ``matmul`` or ``conv`` configuration tuning, the ``inductor-gemm-tuner`` can + help. This implements the Triton ``conv``/``mm`` implementations used upstream + and allows specification of inputs and configuration tuning search space if new + tunings are found that can be added to the auto-tune list. + +Other guidelines +================ + +* Performance-critical HIP provides an environment variable, ``export HIP_FORCE_DEV_KERNARG=1``, + that can put HIP kernel arguments directly to + device memory to reduce the latency of accessing kernel arguments. It + can reduce 2 to 3 μs for some kernels. Setting this variable for the FA + decode containing ``splitK`` and reduced kernels can reduce the total time + by around 6 μs in the benchmark test. + +* Set the clock to deterministic. Use the command ``rocm-smi --setperfdeterminism 1900`` to set the max clock speed to + 1900MHz instead of the default 2100MHz. This can reduce the chance of clock speed decrease due to chip high temperature + by setting a lower cap. You can restore this setting to its default value with ``rocm-smi -r``. + +* Set Non-Uniform Memory Access (NUMA) auto-balance. Run the command ``cat /proc/sys/kernel/numa_balancing`` to check the + current setting. An output of ``0`` indicates this setting is available. If output is ``1``, run the command + ``sudo sh -c \\'echo 0 > /proc/sys/kernel/numa_balancing`` to set this. + +For these settings, the ``env_check.sh`` script automates the setting, resetting, and checking of the such +environments. Find the script at ``__. + +.. _fine-tuning-llms-triton-tunableop: + +TunableOp +--------- +`TunableOp `_ +is a feature used to define and optimize kernels that can have tunable parameters. This is useful in +optimizing the performance of custom kernels by exploring different parameter configurations to find the most efficient +setup. See more about PyTorch TunableOp :ref:`Model acceleration libraries `. + +You can easily manipulate the behavior TunableOp through environment variables, though you could use the C++ interface +``at::cuda::tunable::getTuningContext()``. A Python interface to the ``TuningContext`` does not yet exist. + +The default value is ``0``, which means only 1 iteration is attempted. Remember: there’s an overhead to tuning. To try +and minimize the overhead, only a limited number of iterations of a given operation are attempted. If you set this to +``10``, each solution for a given operation can run as many iterations as possible within 10ms. There is a hard-coded +upper limit of 100 iterations attempted per solution. This is a tuning parameter; if you want the tunings to be chosen +based on an average over multiple iterations, increase the allowed tuning duration. diff --git a/docs/how-to/fine-tuning-llms/optimizing-with-composable-kernel.md b/docs/how-to/fine-tuning-llms/optimizing-with-composable-kernel.md new file mode 100644 index 000000000..6196f9d76 --- /dev/null +++ b/docs/how-to/fine-tuning-llms/optimizing-with-composable-kernel.md @@ -0,0 +1,484 @@ + + + + + + +# Optimizing with Composable Kernel + +The AMD ROCm™ Composable Kernel (CK) library provides a programming model for writing performance-critical kernels for machine learning workloads. It generates a general-purpose kernel during the compilation phase through a C++ template, enabling developers to achieve operation fusions on different data precisions. + +This article gives a high-level overview of CK General Matrix Multiplication (GEMM) kernel based on the design example of `03_gemm_bias_relu`. It also outlines the steps to construct the kernel and run it. Moreover, the article provides a detailed implementation of running SmoothQuant quantized INT8 models on AMD Instinct MI300X accelerators using CK. + +## High-level overview: a CK GEMM instance + +GEMM is a fundamental block in linear algebra, machine learning, and deep neural networks. It is defined as the operation: +{math}`E = α \times (A \times B) + β \times (D)`, with A and B as matrix inputs, α and β as scalar inputs, and D as a pre-existing matrix. +Take the commonly used linear transformation in a fully connected layer as an example. These terms correspond to input activation (A), weight (B), bias (D), and output (E), respectively. The example employs a `DeviceGemmMultipleD_Xdl_CShuffle` struct from CK library as the fundamental instance to explore the compute capability of AMD Instinct accelerators for the computation of GEMM. The implementation of the instance contains two phases: + +- [Template parameter definition](#template-parameter-definition) +- [Instantiating and running the templated kernel](#instantiating-and-running-the-templated-kernel) + +### Template parameter definition + +The template parameters of the instance are grouped into four parameter types: + +- [Parameters for determining matrix data precision](matrix-data-precision) +- [Parameters for determining matrix data layout](matrix-data-layout) +- [Parameters for determining extra operations on matrix elements](matrix-element-operation) +- [Performance-oriented tunable parameters](tunable-parameters) + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-template_parameters.jpg +The template parameters of the selected GEMM kernel are classified into four groups. These template parameter groups should be defined properly before running the instance. +``` + +(matrix-data-precision)= + +#### Matrix data precision + +A, B, D, and E are defined as half-precision floating-point datatypes. The multiply-add results of matrix A and B are added with a pre-existing matrix D (half-precision), and the final GEMM results are also half-precision floating-points. + +```c++ +using ADataType = F16; +using BDataType = F16; +using AccDataType = F32; +using CShuffleDataType = F16; +using DDataType = F16; +using EDataType = F16; +``` + +`ADataType` and `BDataType` denote the data precision of the A and B input matrices. `AccDataType` determines the data precision used for representing the multiply-add results of A and B elements. These results are stored in a `CShuffle` module in local data share (LDS), a low-latency and high-bandwidth explicitly-addressed memory used for synchronization within a workgroup LDS for later use. + +`CShuffleDataType` denotes the data precision of `CShuffle` in LDS. + +`DDataType` denotes the data precision of the pre-existing D matrix stored in GPU global memory, while `EDatatype` denotes the data precision of the final output. The CK kernel supports a fusion strategy so that `CShuffle` can be added with a single pre-existing matrix in the same GPU kernel for better performance. + +(matrix-data-layout)= + +#### Matrix data layout + +```c++ +using ALayout = Row; +using BLayout = Col; +using DLayout = Row; +using ELayout = Row; +``` + +Following the convention of various linear algebra libraries, CK assumes that the input matrix A is an M x K matrix, meaning the matrix has M rows and K columns. Similarly, matrix B is assumed to be K x N, meaning it has K rows and N columns. In computing, row-major order and column-major order are commonly used ways to store matrices in linear storage. After understanding the matrix storage pattern, the underlying optimized memory access manner can be applied to achieve better performance depending on the storage ordering of these matrices. + +(matrix-element-operation)= + +#### Matrix element operation + +```c++ +using AElementOp = PassThrough; +using BElementOp = PassThrough; +using CDEElementOp = AddRelu; +``` + +CK supports the pre-processing of the matrix before calculating GEMM, that is, `C = AElementOp(A) * BElementOp(B)`. It similarly supports the post-processing of GEMM results the same way, that is, `E = CDEElementOp(C, D)`. + +`AElementOp` and `BElementOp` determine the operation applied to matrix A and B separately before GEMM, which is achieved by binding the operation with a C++ struct function. + +The above `PassThrough` denotes no operations are performed on the target matrix. `CDEELementOp` determines the operations applied to `CShuffle` output and matrix D. The following binding struct `AddRelu` shows an example of adding the `CShuffle` output and matrix D, and ReLU (Rectified Linear Unit) operations to the addition result. It then passes the results to matrix E. + +```c++ +struct AddRelu +{ + __host__ __device__ void operator()(ck::half_t& e, const ck::half_t& c, const ck::half_t& d) const + { + const ck::half_t x = c + d; + e = x > 0 ? x : 0; + } +}; +``` + +(tunable-parameters)= + +#### Tunable parameters + +The CK instance includes a series of tunable template parameters to control the parallel granularity of the workload to achieve load balancing on different hardware platforms. + +These parameters include Block Size, M/N/K Per Block, M/N per XDL, AK1, BK1, etc. + +- Block Size determines the number of threads in the thread block. +- M/N/K Per Block determines the size of tile that each thread block is responsible for calculating. +- M/N Per XDL refers to M/N size for Instinct accelerator Matrix Fused Multiply Add (MFMA) instructions operating on a per-wavefront basis. +- A/B K1 is related to the data type. It can be any value ranging from 1 to K Per Block. To achieve the optimal load/store performance, 128bit per load is suggested. In addition, the A/B loading parameters must be changed accordingly to match the A/B K1 value; otherwise, it will result in compilation errors. + +Conditions for achieving computational load balancing on different hardware platforms can vary. + +### Instantiating and running the templated kernel + +After determining the template parameters, we instantiate the kernel with actual arguments. Do one of the following: + +- Use `GetDeviceBuffer` from CK’s custom struct `DeviceMem` to pass the element values of the matrices that need to be calculated. +- Allocate device buffer via `hipMalloc`. Ensure the device buffer size can fit the matrix size. +- Pass matrix elements through the `data_ptr` method in the `Tensor` object if the matrix to be calculated is of `Tensor` type. + +The row and column, and stride information of input matrices are also passed to the instance. For batched GEMM, you must pass in additional batch count and batch stride values. The extra operations for pre and post-processing are also passed with an actual argument; for example, α and β for GEMM scaling operations. Afterward, the instantiated kernel is launched by the invoker, as illustrated in Figure 3. + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-kernel_launch.jpg +Templated kernel launching consists of kernel instantiation, making arguments by passing in actual application parameters, creating an invoker, and running the instance through the invoker. +``` + +## Developing fused INT8 kernels for SmoothQuant models + +[SmoothQuant](https://github.com/mit-han-lab/smoothquant) (SQ) is a quantization algorithm that enables an INT8 quantization of both weights and activations for all the matrix multiplications in LLM. The required GPU kernel functionalities used to accelerate the inference of SQ models on Instinct accelerators are shown in the following table. + +:::{table} Functionalities used to implement SmoothQuant model inference. + +| Functionality descriptions | Corresponding wrappers | +|:-------------------------------------|-----------------------------------------| +| {math}`E = α \times (A \times B) + β \times (D)`, where A, B, D, E are INT8 2-D tensors; | E = Linear_ABDE_I8(A, B, D, {math}`\alpha`, {math}`\beta`) | +| {math}`E = RELU (α \times (A \times B) + β \times (D))`, where A, B, D, E are INT8 2-D tensors; | E = Linear_ReLU_ABDE_I8(A, B, D, {math}`\alpha`, {math}`\beta`) | +| {math}`E = α \times (A \times B) + β \times (D)`, where A, B are INT8 2-D tensors, D and E are FP32 2-D tensors; | E = Linear_AB_I8_DE_F32(A, B, D, {math}`\alpha`, {math}`\beta`) | +| {math}`E = α \times (A \times B)`, where A, B, E are INT8 3-D tensors; | E = BMM_ABE_I8(A, B, {math}`\alpha`) | +| {math}`E = α \times (A \times B)`, where A, B are INT8 3-D tensors, E is FP32 3-D tensor; | E = BMM_AB_I8_E_F32(A, B, {math}`\alpha`) | +::: + +### Operation flow analysis + +The following section discusses the analysis of the operation flow of `Linear_ReLU_ABDE_I8`. The rest of the wrappers in Table 1 can be analyzed similarly. + +The first operation in the process is to perform the multiplication of input matrices A and B. The resulting matrix C is then scaled with α to obtain T1. At the same time, the process performs a scaling operation on D elements to obtain T2. Afterward, the process performs matrix addition between T1 and T2, element activation calculation using ReLU, and element rounding sequentially. The operations to generate E1, E2, and E are encapsulated and completed by a user-defined template function in CK (given in the next sub-section). This template function is integrated into the fundamental instance directly during the compilation phase so that all these steps can be fused in a single GPU kernel. + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-operation_flow.jpg +Operation flow. +``` + +The CK library contains many fundamental instances that implement different functions. Familiarize yourself with the names of various CK instances and determine whether they meet the target functional requirements. + +Second, consider whether the format of input data meets your actual calculation needs. For SQ models, the 8-bit integer data format (INT8) is applied for matrix calculations. + +Third, consider the platform for implementing CK instances. The instances suffixed with `xdl` only run on AMD Instinct accelerators after being compiled and cannot run on Radeon-series GPUs. This is due to the underlying device-specific instruction sets for implementing these basic instances. + +Here, we use [DeviceBatchedGemmMultiD_Xdl](https://github.com/ROCm/composable_kernel/tree/develop/example/24_batched_gemm) as the fundamental instance to implement the functionalities in the previous table. + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-root_instance.jpg +Use the ‘DeviceBatchedGemmMultiD_Xdl’ instance as a root. +``` + +The `DeviceBatchedGemmMultiD_Xdl` instance realizes the batched GEMM `BMM_ABE_I8` and `BMM_AB_I8_E_F32` kernels directly by using the proper input and output data precision types. + +Based on the two batched GEMM kernels, GEMM kernel `Linear_ABDE_I8` and `Linear_AB_I8_DE_F32` can be implemented by expanding their input 2-D tensors to 3-D tensors. Then, the 3-D output tensors produced by the root instance are squeezed back to 2-D output tensors before returning back. + +For example, unsqueeze A (M, K) to A (1, M, K) before assigning it into the root instance and squeeze E (1, M, N) to (M, N) after the calculations of the root instance return back. `Linear_ReLU_ABDE_I8` is implemented by adding a ReLU operation on the result output of `Linear_ABDE_I8`. + +### Developing the complete function + +The inference of SQ quantized models relies on using PyTorch and Transformer libraries, and a tensor type is used to represent matrices and vectors in `torch`, the C++ data types in CK need to be replaced with the `torch::tensor` type. The data types of the input and output matrices should be a `tensor` type. + +In GEMM, the A and B inputs are two-dimensional matrices, and the required input matrices of the selected fundamental CK instance are three-dimensional matrices. Therefore, we must convert the input 2-D tensors to 3-D tensors, by using `tensor`'s `unsqueeze()` method before passing these matrices to the instance. For batched GEMM in the preceding table, ignore this step. + +```c++ +// Function input and output +torch::Tensor linear_relu_abde_i8( + torch::Tensor A_, + torch::Tensor B_, + torch::Tensor D_, + float alpha, + float beta) +{ + // Convert torch::Tensor A_ (M, K) to torch::Tensor A (1, M, K) + auto A = A_.unsqueeze(0); + + // Convert torch::Tensor B_ (K, N) to torch::Tensor A (1, K, N) + auto B = B_.unsqueeze(0); +... +``` + +As shown in the following code block, we obtain M, N, and K values using input tensor size values. This stride size information is used to reshape the input vector D and allocate the storage space of tensor E. Stride reflects the exact size of continuous elements in memory, which are passed as important parameters to the fundamental instance for GPU kernel use. + +```c++ + // Return the batch count from the size of dimension 0 + int batch_count = A.size(0); + + // Return the M, N, K from the size of dimension 1 & 2 + int M = A.size(1); + int N = B.size(1); + int K = A.size(2); + + // Initialize the stride size for A, B, D and E + int stride_A = K; + int stride_B = K; + int stride_D0 = N; + int stride_E = N; + + // Initialize the stride size for batched A, B, D and E + long long int batch_stride_A = M * K; + long long int batch_stride_B = K * N; + long long int batch_stride_D0 = M * N; + long long int batch_stride_E = M * N; + + // Convert the tensor of 2-D to 3-D + auto D = D_.view({1,-1}).repeat({M, 1}); + + // Allocate memory for E + auto E = torch::empty({batch_count, M, N}, + torch::dtype(torch::kInt8).device(A.device())); +``` + +In the following code block, `ADataType`, `BDataType` and `D0DataType` are used to denote the data precision of the input tensors A, B and D, respectively. `EDataType` is used to denote the data precision of output tensor E. These parameters are specified to `I8` data format (8-bit integer data format) to meet the kernel's design requirements. + +`AccDataType` determines the data precision used to represent the multiply-add results of A and B elements. Generally, a larger range data type is applied to store the multiply-add results of A and B to avoid result overflow; `I32` is applied in this case. The `CShuffleDataType I32` data type indicates that the multiply-add results continue to be stored in LDS as an `I32` data format. All of this is implemented through the following code block. + +```c++ + // Data precision + using ADataType = I8; + using BDataType = I8; + using AccDataType = I32; + using CShuffleDataType = I32; + using D0DataType = I8; + using DsDataType = ck::Tuple; + using EDataType = I8; +``` + +Following the convention of various linear algebra libraries, row-major and column-major orders are used to denote the ways of storing matrices in linear storage. The advantage of specifying matrix B as column major is that all the relevant matrix elements are stored continuously in GPU global memory when a row in A is multiplied by a column in B, which can help GPU achieve data consistency access to improve access performance. + +```c++ + // Specify tensor order + using ALayout = RowMajor; + using BLayout = ColumnMajor; + using D0Layout = RowMajor; + using DsLayout = ck::Tuple; + using ELayout = RowMajor; +``` + +In CK, `PassThrough` is a struct denoting if an operation is applied to the tensor it binds to. To fuse the operations between E1, E2, and E introduced in section [Operation flow analysis](#operation-flow-analysis), we define a custom C++ struct, `ScaleScaleAddRelu`, and bind it to `CDEELementOp`. It determines the operations that will be applied to `CShuffle` (A×B results), tensor D, α, and β. + +```c++ + // No operations bound to the elements of A and B + using AElementOp = PassThrough; + using BElementOp = PassThrough; + + // Operations bound to the elements of C, D and E + using CDEElementOp = ScaleScaleAddRelu; +``` + +In the binding struct, `operator()` performs an addition operation between `CShuffle` and matrix D, a ReLU operation on the addition results, and a rounding operation on the output elements. It then returns the results to E. + +```c++ +struct ScaleScaleAddRelu { + + template <> + __host__ __device__ constexpr void + operator()(I8& e, const I32& c, const I8& d) const + { + // Scale AxB result with alpha + const F32 c_scale = ck::type_convert(c) * alpha; + + // Scale D with beta + const F32 d_scale = ck::type_convert(d) * beta; + + // Perform addition operation + F32 temp = c_scale + d_scale; + + // Perform RELU operation + temp = temp > 0 ? temp : 0; + + // Perform rounding operation + temp = temp > 127 ? 127 : temp; + + // Return to E + e = ck::type_convert(temp); + } + + F32 alpha; + F32 beta; +}; +``` + +The original input tensors need to be padded to meet GPU tile-based parallelism. + +```c++ +static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::MNKPadding; +``` + +The template parameters of the target fundamental instance are initialized with the above parameters and includes default tunable parameters. For specific tuning methods, see [Tunable parameters](#tunable-parameters). + +```c++ +using DeviceOpInstance = ck::tensor_operation::device::DeviceBatchedGemmMultiD_Xdl< + // Tensor layout + ALayout, BLayout, DsLayout, ELayout, + // Tensor data type + ADataType, BDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, + // Tensor operation + AElementOp, BElementOp, CDEElementOp, + // Padding strategy + GemmDefault, + // Tunable parameters + tunable parameters>; +``` + +Return the address of the first element of tensors: + +```c++ + auto A_ref = A.data_ptr(); + auto B_ref = B.data_ptr(); + auto D0_ref = D.data_ptr(); + auto E_ref = E.data_ptr(); +``` + +The fundamental instance is then initialized and run with actual arguments: + +```c++ + auto device_op = DeviceOpInstance{}; + auto invoker = device_op.MakeInvoker(); + auto argument = device_op.MakeArgument( + A_ref, B_ref, {D0_ref}, E_ref, + M, N, K, + batch_count, + stride_A, stride_B, {stride_D0}, stride_E, + batch_stride_A, batch_stride_B, {batch_stride_D0}, batch_stride_E, + AElementOp{}, BElementOp{}, CDEElementOp{alpha, beta}); + +invoker.Run(argument, StreamConfig{nullptr, 0}); +``` + +The output of the fundamental instance is a calculated batched matrix E (batch, M, N). Before the return, it needs to be converted to a 2-D matrix if a normal GEMM result is required. + +```c++ +// Convert (1, M, N) to (M, N) +return E.squeeze(0); +``` + +### Binding to Python + +Since these functions are written in C++ and `torch::Tensor`, you can use `pybind11` to bind the functions and import them as Python modules. For the example, the necessary binding code for exposing the functions in the table spans but a few lines. + +```c++ +#include + +PYBIND11_MODULE(TORCH_EXTENSION_NAME, m){ + m.def("linear_ab_i8_de_f32", &linear_ab_i8_de_f32); + m.def("linear_relu_abde_i8", &linear_relu_abde_i8); + m.def("linear_abde_i8", &linear_abde_i8); + m.def("bmm_abe_i8", &bmm_abe_i8); + m.def("bmm_ab_i8_e_f32", &bmm_ab_i8_e_f32); +} +``` + +Build the C++ extension by writing a `setup.py` script that uses `setuptools` to compile the C++ code. A reference implementation of the `setup.py` script is as follows. + +```python +import os +from setuptools import setup, find_packages +from torch.utils import cpp_extension +from torch.utils.cpp_extension import BuildExtension + +os.environ["CC"] = "hipcc" +os.environ["CXX"] = "hipcc" + +sources = [ + 'torch_int/kernels/linear.cpp', + 'torch_int/kernels/bmm.cpp', + 'torch_int/kernels/pybind.cpp', +] + +include_dirs = ['torch_int/kernels/include'] +extra_link_args = ['libutility.a'] +extra_compile_args = ['-O3','-DNDEBUG', '-std=c++17', '--offload-arch=gfx942', '-DCK_ENABLE_INT8', '-D__HIP_PLATFORM_AMD__=1'] + +setup( + name='torch_int', + ext_modules=[ + cpp_extension.CUDAExtension( + name='torch_int.rocm', + sources=sources, + include_dirs=include_dirs, + extra_link_args=extra_link_args, + extra_compile_args=extra_compile_args + ), + ], + cmdclass={ + 'build_ext': BuildExtension.with_options(use_ninja=False) + }, + packages=find_packages( + exclude=['notebook', 'scripts', 'tests']), +) +``` + +Run `python setup.py install` to build and install the extension. It should look something like Figure 6: + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-compilation.jpg +Compilation and installation of the INT8 kernels. +``` + +### INT8 model inference and performance + +The implementation architecture of running SmoothQuant models on MI300X GPUs is illustrated in Figure 7, where (a) shows the decoder layer composition components of the target model, (b) shows the major implementation class for the decoder layer components, and \(c\) denotes the underlying GPU kernels implemented by CK instance. + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-inference_flow.jpg +The implementation architecture of running SmoothQuant models on AMD MI300X accelerators. +``` + +For the target [SQ quantized model](https://huggingface.co/mit-han-lab/opt-13b-smoothquant), each decoder layer contains three major components: attention calculation, layer normalization, and linear transformation in fully connected layers. The corresponding implementation classes for these components are: + +- `Int8OPTAttention` +- `W8A8B8O8LinearReLU` +- `W8A8BF32OF32Linear` + + These classes' underlying implementation logits will harness the functions in previous table. Note that for the example, the `LayerNormQ` module is implemented by the torch native module. + +Testing environment: +The hardware platform used for testing equips with 256 AMD EPYC 9534 64-Core Processor, 8 AMD Instinct MI300X accelerators and 1.5T memory. The testing was done in a publicly available Docker image from Docker Hub: +[`rocm/pytorch:rocm6.1_ubuntu22.04_py3.10_pytorch_2.1.2`](https://hub.docker.com/layers/rocm/pytorch/rocm6.1_ubuntu22.04_py3.10_pytorch_2.1.2/images/sha256-f6ea7cee8aae299c7f6368187df7beed29928850c3929c81e6f24b34271d652b) + +The tested models are OPT-1.3B, 2.7B, 6.7B and 13B FP16 models and the corresponding SmoothQuant INT8 OPT models were obtained from Hugging Face. + +Note that since the default values were used for the tunable parameters of the fundamental instance, the performance of the INT8 kernel is suboptimal. + +Figure 8 shows the performance comparisons between the original FP16 and the SmoothQuant-quantized INT8 models on a single MI300X accelerator. The GPU memory footprints of SmoothQuant-quantized models are significantly reduced. It also indicates the per-sample inference latency is significantly reduced for all SmoothQuant-quantized OPT models (illustrated in (b)). Notably, the performance of the CK instance-based INT8 kernel steadily improves with an increase in model size. + + +```{figure} ../../data/how-to/fine-tuning-llms/ck-comparisons.jpg +Performance comparisons between the original FP16 and the SmoothQuant-quantized INT8 models on a single MI300X accelerator. +``` + +For accuracy comparisons between the original FP16 and INT8 models, the evaluation is done by using the first 1,000 samples from the LAMBADA dataset's validation set. We employ the same Last Token Prediction Accuracy method introduced in [SmoothQuant Real-INT8 Inference for PyTorch](https://github.com/mit-han-lab/smoothquant/blob/main/examples/smoothquant_opt_real_int8_demo.ipynb) as our evaluation metric. The comparison results are shown in Table 2. + +:::{table} The inference accuracy comparisons of SmoothQuant quantized models on Instinct MI300X. + +| Models | Hugging Face FP16 model accuracy | SmoothQuant quantized INT8 model accuracy | +|:-----------------|----------------------------------------|---------------------------------------------| +| opt-1.3B | 0.72 | 0.70 | +| opt-2.7B | 0.76 | 0.75 | +| opt-6.7B | 0.80 | 0.79 | +| opt-13B | 0.79 | 0.77 | +::: + +## Conclusion + +CK provides a rich set of template parameters for generating flexible accelerated computing kernels for difference application scenarios. + +CK supports multiple instruction sets of AMD Instinct GPUs, operator fusion and different data precisions. Its composability helps users quickly construct operator performance verification. + +With CK, you can build more effective AI applications with higher flexibility and better performance on different AMD accelerator platforms. diff --git a/docs/how-to/fine-tuning-llms/overview.rst b/docs/how-to/fine-tuning-llms/overview.rst new file mode 100644 index 000000000..90330cdbd --- /dev/null +++ b/docs/how-to/fine-tuning-llms/overview.rst @@ -0,0 +1,104 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, optimzation, LoRA, walkthrough + +*************************************** +Conceptual overview of fine-tuning LLMs +*************************************** + +Large language models (LLMs) are trained on massive amounts of text data to generate coherent and fluent text. The +underlying *transformer* architecture is the fundamental building block of all LLMs. Transformers serve as the +enable LLMs to understand and generate text by capturing contextual relationships and long-range dependencies. To better +understand the philosophy of the transformer architecture, review the foundational +`Attention is all you need `_ paper. + +By further training pre-trained LLMs, the fine-tuned model can gain knowledge related to specific fields or tasks, +thereby significantly improving its performance in that field or task. The core idea of fine-tuning is to use the +parameters of the pre-trained model as the starting point for new tasks and shape it through a small amount of +specific domain or task data, expanding the original model's capability to new tasks or datasets. + +Fine-tuning can effectively improve the performance of existing pre-trained models in specific application scenarios. +Continuous training and adjustment of the parameters of the base model in the target domain or task can better capture +the semantic characteristics and patterns in specific scenarios, thereby significantly improving the key indicators of +the model in that domain or task. For example, by fine-tuning the Llama 2 model, its performance in certain applications +can be improve over the base model. + +.. _fine-tuning-llms-concept-challenge: + +The challenge of fine-tuning models +=================================== + +However, the computational cost of fine-tuning is still high, especially for complex models and large datasets, which +poses distinct challenges related to substantial computational and memory requirements. This might be a barrier for +accelerators or GPUs with low computing power or limited device memory resources. + +For example, suppose we have a language model with 7 billion (7B) parameters, represented by a weight matrix :math:`W`. +During backpropagation, the model needs to learn a :math:`ΔW` matrix, which updates the original weights to minimize the +value of the loss function. + +The weight update is as follows: :math:`W_{updated} = W + ΔW`. + +If the weight matrix :math:`W` contains 7B parameters, then the weight update matrix :math:`ΔW` should also +contain 7B parameters. Therefore, the :math:`ΔW` calculation is computationally and memory intensive. + +.. figure:: ../../data/how-to/fine-tuning-llms/weight-update.png + :alt: Weight update diagram + + (a) Weight update in regular fine-tuning. (b) Weight update in LoRA where the product of matrix A (:math:`M\times K`) + and matrix B (:math:`K\times N`) is :math:`ΔW(M\times N)`; dimension K is a hyperparameter. By representing + :math:`ΔW` as the product of two smaller matrices (A and B) with a lower rank K, the number of trainable parameters + is significantly reduced. + +.. _fine-tuning-llms-concept-optimizations: + +Optimizations for model fine-tuning +=================================== + +Low-Rank Adaptation (LoRA) is a technique allowing fast and cost-effective fine-tuning of state-of-the-art LLMs that can +overcome this issue of high memory consumption. + +LoRA accelerates the adjustment process and reduces related memory costs. To be precise, LoRA decomposes the portion of +weight changes :math:`ΔW` into high-precision low-rank representations, which do not require the calculations of all +:math:`ΔW`. It learns the decomposition representation of :math:`ΔW` during training, as shown in +:ref:`the weight update diagram `. This is how LoRA saves on +computing resources. + +LoRA is integrated into the `Hugging Face Parameter-Efficient Fine-Tuning (PEFT) +`_ library, as well as other computation and memory efficiency optimization +variants for model fine-tuning such as `AdaLoRA `_. This +library efficiently adapts large pre-trained models to various downstream applications without fine-tuning all model +parameters. PEFT methods only fine-tune a few model parameters, significantly decreasing computational and storage +costs while yielding performance comparable to a fully fine-tuned model. PEFT is integrated with the `Hugging Face +Transformers `_ library, providing a faster and easier way to load, +train, and use large models for inference. + +To simplify running a fine-tuning implementation, the `Transformer Reinforcement Learning (TRL) +`_ library provides a set of tools to train transformer language models with +reinforcement learning, from the Supervised Fine-Tuning step (SFT), Reward Modeling step (RM), to the Proximal Policy +Optimization (PPO) step. The ``SFTTrainer`` API in TRL encapsulates these PEFT optimizations so you can easily import +their custom training configuration and run the training process. + +.. _fine-tuning-llms-walkthrough-desc: + +Walkthrough +=========== + +To demonstrate the benefits of LoRA and the ideal compute compatibility of using PEFT and TRL libraries on AMD +ROCm-compatible accelerators and GPUs, let's step through a comprehensive implementation of the fine-tuning process +using the Llama 2 7B model with LoRA tailored specifically for question-and-answer tasks on AMD MI300X accelerators. + +Before starting, review and understand the key components of this walkthrough: + +- `Llama 2 `_: a family of large language models developed and publicly released by + Meta. Its variants range in scale from 7 billion to 70 billion parameters. + +- Fine-tuning: a critical process that refines LLMs for specialized tasks and optimizes performance. + +- LoRA: a memory-efficient implementation of LLM fine-tuning that significantly reduces the number of trainable + parameters. + +- `SFTTrainer `_: an optimized + trainer with a simple interface to easily fine-tune pre-trained models with PEFT adapters, for example, LoRA, for + memory efficiency purposes on a custom dataset. + +Continue the walkthrough in :doc:`Fine-tuning and inference `. diff --git a/docs/how-to/fine-tuning-llms/profiling-and-debugging.rst b/docs/how-to/fine-tuning-llms/profiling-and-debugging.rst new file mode 100644 index 000000000..4371fca4a --- /dev/null +++ b/docs/how-to/fine-tuning-llms/profiling-and-debugging.rst @@ -0,0 +1,217 @@ +.. meta:: + :description: How to fine-tune LLMs with ROCm + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, profiling, debugging, performance, Triton + +*********************** +Profiling and debugging +*********************** + +This section discusses profiling and debugging tools and some of their common usage patterns with ROCm applications. + +PyTorch Profiler +================ + +`PyTorch Profiler `_ can be invoked inside Python scripts, letting you +collect CPU and GPU performance metrics while the script is running. See the `PyTorch Profiler tutorial +`_ for more information. + +You can then visualize and view these metrics using an open-source profile visualization tool like +`Perfetto UI `_. + +#. Use the following snippet to invoke PyTorch Profiler in your code. + + .. code-block:: python + + import torch + import torchvision.models as models + from torch.profiler import profile, record_function, ProfilerActivity + model = models.resnet18().cuda() + inputs = torch.randn(2000, 3, 224, 224).cuda() + + with profile(activities=[ProfilerActivity.CPU, ProfilerActivity.CUDA]) as prof: + with record_function("model_inference"): + model(inputs) + prof.export_chrome_trace("resnet18_profile.json") + +#. Profile results in ``resnet18_profile.json`` can be viewed by the Perfetto visualization tool. Go to + ``__ and import the file. In your Perfetto visualization, you'll see that the upper section + shows transactions denoting the CPU activities that launch GPU kernels while the lower section shows the actual GPU + activities where it processes the ``resnet18`` inferences layer by layer. + + .. figure:: ../../data/how-to/fine-tuning-llms/perfetto-trace.svg + + Perfetto trace visualization example. + +ROCm profiling tools +==================== + +Heterogenous systems, where programs run on both CPUs and GPUs, introduce additional complexities. Understanding the +critical path and kernel execution is all the more important; so, performance tuning is a necessary component in the +benchmarking process. + +With AMD's profiling tools, developers are able to gain important insight into how efficiently their application is +using hardware resources and effectively diagnose potential bottlenecks contributing to poor performance. Developers +working with AMD Instinct accelerators have multiple tools depending on their specific profiling needs; these are: + +* :ref:`ROCProfiler ` +* :ref:`Omniperf ` +* :ref:`Omnitrace ` + +.. _fine-tuning-llms-profiling-rocprof: + +ROCProfiler +----------- +:doc:`ROCProfiler ` is primarily a low-level API for accessing and extracting GPU hardware performance +metrics, commonly called *performance counters*. These counters quantify the performance of the underlying architecture +showcasing which pieces of the computational pipeline and memory hierarchy are being utilized. + +Your ROCm installation contains a script or executable command called ``rocprof`` which provides the ability to list all +available hardware counters for your specific accelerator or GPU, and run applications while collecting counters during +their execution. + +This ``rocprof`` utility also depends on the :doc:`ROCTracer and ROC-TX libraries `, giving it the +ability to collect timeline traces of the accelerator software stack as well as user-annotated code regions. + +.. note:: + + ``rocprof`` is a CLI-only utility so input and output takes the format of ``.txt`` and CSV files. These + formats provide a raw view of the data and puts the onus on the user to parse and analyze. Therefore, ``rocprof`` + gives the user full access and control of raw performance profiling data, but requires extra effort to analyze the + collected data. + +.. _fine-tuning-llms-profiling-omniperf: + +Omniperf +-------- +`Omniperf `_ is a system performance profiler for high-performance computing (HPC) and +machine learning (ML) workloads using Instinct accelerators. Under the hood, Omniperf uses +:ref:`ROCProfiler ` to collect hardware performance counters. The Omniperf tool performs +system profiling based on all approved hardware counters for Instinct +accelerator architectures. It provides high level performance analysis features including System Speed-of-Light, IP +block Speed-of-Light, Memory Chart Analysis, Roofline Analysis, Baseline Comparisons, and more. + +Omniperf takes the guesswork out of profiling by removing the need to provide text input files with lists of counters +to collect and analyze raw CSV output files as is the case with ROC-profiler. Instead, Omniperf automates the collection +of all available hardware counters in one command and provides a graphical interface to help users understand and +analyze bottlenecks and stressors for their computational workloads on AMD Instinct accelerators. + +.. note:: + + Omniperf collects hardware counters in multiple passes, and will therefore re-run the application during each pass + to collect different sets of metrics. + +.. figure:: ../../data/how-to/fine-tuning-llms/omniperf-analysis.png + + Omniperf memory chat analysis panel. + +In brief, Omniperf provides details about hardware activity for a particular GPU kernel. It also supports both +a web-based GUI or command-line analyzer, depending on your preference. + +.. _fine-tuning-llms-profiling-omnitrace: + +Omnitrace +--------- + +`Omnitrace `_ is a comprehensive profiling and tracing tool for parallel applications, +including HPC and ML packages, written in C, C++, Fortran, HIP, OpenCL, and Python which execute on the CPU or CPU and +GPU. It is capable of gathering the performance information of functions through any combination of binary +instrumentation, call-stack sampling, user-defined regions, and Python interpreter hooks. + +Omnitrace supports interactive visualization of comprehensive traces in the web browser in addition to high-level +summary profiles with ``mean/min/max/stddev`` statistics. Beyond runtime +information, Omnitrace supports the collection of system-level metrics such as CPU frequency, GPU temperature, and GPU +utilization. Process and thread level metrics such as memory usage, page faults, context switches, and numerous other +hardware counters are also included. + +.. tip:: + + When analyzing the performance of an application, it is best not to assume you know where the performance + bottlenecks are and why they are happening. Omnitrace is the ideal tool for characterizing where optimization would + have the greatest impact on the end-to-end execution of the application and to discover what else is happening on the + system during a performance bottleneck. + +.. figure:: ../../data/how-to/fine-tuning-llms/omnitrace-timeline.png + + Omnitrace timeline trace example. + +For details usage and examples of using these tools, refer to the +`Introduction to profiling tools for AMD hardware `_ +developer blog. + +Debugging with ROCm Debug Agent +=============================== + +ROCm Debug Agent (:doc:`ROCdebug-agent `) is a library that can be loaded by the ROCm platform +runtime (:doc:`ROCr `) to provide the following functionalities for all AMD accelerators and GPUs +supported by the ROCm Debugger API (:doc:`ROCdbgapi `). + +* Print the state of all AMD accelerator or GPU wavefronts that caused a queue error; for example, causing a memory + violation, executing an ``s_trap2``, or executing an illegal instruction. + +* Print the state of all AMD accelerator or GPU wavefronts by sending a ``SIGQUIT`` signal to the process in question; + for example, by pressing ``Ctrl + \`` while the process is executing. + +Debugging memory access faults +------------------------------ + +Identifying a faulting kernel is often enough to triage a memory access fault. To that end, the +`ROCm Debug Agent `_ can trap a memory access fault and provide a dump of all +active wavefronts that caused the error as well as the name of the kernel. The +`AMD ROCm Debug Agent Library README `_ provides full +instructions, but in brief: + +* Compiling with ``-ggdb -O0`` is recommended but not required. + +* ``HSA_TOOLS_LIB=/opt/rocm/lib/librocm-debug-agent.so.2 HSA_ENABLE_DEBUG=1 ./my_program`` + +When the debug agent traps the fault, it will produce an extremely +verbose output of all wavefront registers and memory content. +Importantly, it also prints something like: + +.. code-block:: shell + + Disassembly for function vector_add_assert_trap(int*, int*, int*): + + code object: + file:////rocm-debug-agent/build/test/rocm-debug-agent-test#offset=14309&size=31336 + + loaded at: [0x7fd4f100c000-0x7fd4f100e070] + +The kernel name and the code object file should be listed. In the +example above, the kernel name is ``vector_add_assert_trap``, but this might +also look like: + +.. code-block:: shell + + Disassembly for function memory:///path/to/codeobject#offset=1234&size=567: + +In this case, it is an in-memory kernel that was generated at runtime. + +Using the following environment variable, the debug agent will save all code objects to the current directory (use +``--save-code-objects=[DIR]`` to place them in another location). The code objects will be renamed from the URI format +with special characters replaced by ``_``. + +.. code-block:: shell + + ROCM_DEBUG_AGENT_OPTIONS="--all --save-code-objects" + +Use the ``llvm-objdump`` command to disassemble the indicated in-memory +code object that has now been saved to disk. The name of the kernel is +often found inside the disassembled code object. + +.. code-block:: shell + + llvm-objdump --disassemble-all path/to/code-object.co + +Consider turning off memory caching strategies both within the ROCm +stack and PyTorch where possible. This will give the debug agent the +best chance at finding the memory fault where it originates. Otherwise, +it could be masked by writing past the end of a cached block within a +larger allocation. + +.. code-block:: shell + + PYTORCH_NO_HIP_MEMORY_CACHING=1 + + HSA_DISABLE_FRAGMENT_ALLOCATOR=1 + diff --git a/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst b/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst new file mode 100644 index 000000000..48da84446 --- /dev/null +++ b/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst @@ -0,0 +1,509 @@ +.. meta:: + :description: Model fine-tuning and inference on a single-GPU system + :keywords: ROCm, LLM, fine-tuning, usage, tutorial, single-GPU, LoRA, PEFT, inference + +**************************************************** +Fine-tuning and inference using a single accelerator +**************************************************** + +This section explains model fine-tuning and inference techniques on a single-accelerator system. See +:doc:`Multi-accelerator fine-tuning ` for a setup with multiple accelerators or +GPUs. + +.. _fine-tuning-llms-single-gpu-env: + +Environment setup +================= + +This section was tested using the following hardware and software environment. + +.. list-table:: + :stub-columns: 1 + + * - Hardware + - AMD Instinct MI300X accelerator + + * - Software + - ROCm 6.1, Ubuntu 22.04, PyTorch 2.1.2, Python 3.10 + + * - Libraries + - ``transformers`` ``datasets`` ``huggingface-hub`` ``peft`` ``trl`` ``scipy`` + + * - Base model + - ``meta-llama/Llama-2-7b-chat-hf`` + +.. _fine-tuning-llms-single-gpu-env-setup: + +Setting up the base implementation environment +---------------------------------------------- + +#. Install PyTorch for ROCm. Refer to the + :doc:`PyTorch installation guide `. For a consistent + installation, it’s recommended to use official ROCm prebuilt Docker images with the framework pre-installed. + +#. In the Docker container, check the availability of ROCm-capable accelerators using the following command. + + .. code-block:: shell + + rocm-smi -showproductname + + Your output should look like this: + + .. code-block:: shell + + ============================ ROCm System Management Interface ============================ + ====================================== Product Info ====================================== + GPU[0] : Card series: AMD Instinct MI300X OAM + GPU[0] : Card model: 0x74a1 + GPU[0] : Card vendor: Advanced Micro Devices, Inc. [AMD/ATI] + GPU[0] : Card SKU: MI3SRIOV + ========================================================================================== + ================================== End of ROCm SMI Log =================================== + +#. Check that your accelerators are available to PyTorch. + + .. code-block:: python + + import torch + print("Is a ROCm-GPU detected? ", torch.cuda.is_available()) + print("How many ROCm-GPUs are detected? ", torch.cuda.device_count()) + + If successful, your output should look like this: + + .. code-block:: shell + + >>> print("Is a ROCm-GPU detected? ", torch.cuda.is_available()) + Is a ROCm-GPU detected? True + >>> print("How many ROCm-GPUs are detected? ", torch.cuda.device_count()) + How many ROCm-GPUs are detected? 4 + +#. Install the required dependencies. + + bitsandbytes is a library that facilitates quantization to improve the efficiency of deep learning models. Learn more + about its use in :doc:`model-quantization`. + + See the :ref:`Optimizations for model fine-tuning ` for a brief discussion on + PEFT and TRL. + + .. code-block:: shell + + # Install `bitsandbytes` for ROCm 6.0+, use -DBNB_ROCM_ARCH to target specific GPU arch + git clone --recurse https://github.com/ROCm/bitsandbytes.git + cd bitsandbytes + git checkout rocm_enabled + pip install -r requirements-dev.txt + cmake -DBNB_ROCM_ARCH="gfx942" -DCOMPUTE_BACKEND=hip -S . + python setup.py install + + # To leverage the SFTTrainer in TRL for model fine-tuning + pip install trl + + # To leverage PEFT for efficiently adapting pre-trained language models + pip install peft + + # Install the other dependencies: + pip install transformers, datasets, huggingface-hub, scipy + +#. Check that the required packages can be imported. + + .. code-block:: python + + import torch + from datasets import load_dataset + from transformers import ( + AutoModelForCausalLM, + AutoTokenizer, + TrainingArguments + ) + from peft import LoraConfig + from trl import SFTTrainer + +.. _fine-tuning-llms-single-gpu-download-model-dataset: + +Download the base model and fine-tuning dataset +----------------------------------------------- + +#. Request to access to download the `Meta's official Llama model `_ from Hugging + Face. After permission is granted, log in with the following command using your personal access tokens: + + .. code-block:: shell + + huggingface-cli login + + .. note:: + + You can also use the `NousResearch Llama-2-7b-chat-hf `_ + as a substitute. It has the same model weights as the original. + +#. Run the following code to load the base model and tokenizer. + + .. code-block:: python + + # Base model and tokenizer names + base_model_name = "meta-llama/Llama-2-7b-chat-hf" + + # Load base model to GPU memory + device = "cuda:0" + base_model = AutoModelForCausalLM.from_pretrained(base_model_name, trust_remote_code = True).to(device) + + # Load tokenizer + tokenizer = AutoTokenizer.from_pretrained( + base_model_name, + trust_remote_code = True) + tokenizer.pad_token = tokenizer.eos_token + tokenizer.padding_side = "right" + +#. Now, let's fine-tune the base model for a question-and-answer task using a small dataset called + `mlabonne/guanaco-llama2-1k `_, which is a 1000 sample + subset of the `timdettmers/openassistant-guanaco `_ dataset. + + .. code-block:: + + # Dataset for fine-tuning + training_dataset_name = "mlabonne/guanaco-llama2-1k" + training_dataset = load_dataset(training_dataset_name, split = "train") + + # Check the data + print(training_dataset) + + # #11 is a QA sample in English + print(training_dataset[11]) + +#. With the base model and the dataset, let's start fine-tuning! + +.. _fine-tuning-llms-single-gpu-configure-params: + +Configure fine-tuning parameters +-------------------------------- + +To set up ``SFTTrainer`` parameters, you can use the following code as reference. + +.. code-block:: python + + # Training Params for SFTTrainer + training_arguments = TrainingArguments( + output_dir = "./results", + num_train_epochs = 1, + per_device_train_batch_size = 4, + gradient_accumulation_steps = 1, + optim = "paged_adamw_32bit", + save_steps = 50, + logging_steps = 50, + learning_rate = 4e-5, + weight_decay = 0.001, + fp16=False, + bf16=False, + max_grad_norm = 0.3, + max_steps = -1, + warmup_ratio = 0.03, + group_by_length = True, + lr_scheduler_type = "constant", + report_to = "tensorboard" + ) + +.. _fine-tuning-llms-single-gpu-start: + +Fine-tuning +=========== + +In this section, you'll see two ways of training: with the LoRA technique and without. See :ref:`Optimizations for model +fine-tuning ` for an introduction to LoRA. Training with LoRA uses the +``SFTTrainer`` API with its PEFT integration. Training without LoRA forgoes these benefits. + +Compare the number of trainable parameters and training time under the two different methodologies. + +.. tab-set:: + + .. tab-item:: Fine-tuning with LoRA and PEFT + :sync: with + + 1. Configure LoRA using the following code snippet. + + .. code-block:: python + + peft_config = LoraConfig( + lora_alpha = 16, + lora_dropout = 0.1, + r = 64, + bias = "none", + task_type = "CAUSAL_LM" + ) + # View the number of Trainable Params + from peft import get_peft_model + peft_model = get_peft_model(base_model, peft_config) + peft_model.print_trainable_parameters() + + The output should look like this. Compare the number of trainable parameters to that when fine-tuning without + LoRA and PEFT. + + .. code-block:: shell + + trainable params: 33,554,432 || all params: 6,771,970,048 || trainable%: 0.49548996469513035 + + 2. Initialize ``SFTTrainer`` with a PEFT LoRA configuration and run the trainer. + + .. code-block:: python + + # Initialize a sft trainer + sft_trainer = SFTTrainer( + model = base_model, + train_dataset = training_dataset, + peft_config = peft_config, + dataset_text_field = "text", + tokenizer = tokenizer, + args = training_arguments + ) + + # Run the trainer + sft_trainer.train() + + The output should look like this: + + .. code-block:: shell + + {'loss': 1.5973, 'grad_norm': 0.25271978974342346, 'learning_rate': 4e-05, 'epoch': 0.16} + {'loss': 2.0519, 'grad_norm': 0.21817368268966675, 'learning_rate': 4e-05, 'epoch': 0.32} + {'loss': 1.6147, 'grad_norm': 0.3046981394290924, 'learning_rate': 4e-05, 'epoch': 0.48} + {'loss': 1.4124, 'grad_norm': 0.11534837633371353, 'learning_rate': 4e-05, 'epoch': 0.64} + {'loss': 1.5627, 'grad_norm': 0.09108350425958633, 'learning_rate': 4e-05, 'epoch': 0.8} + {'loss': 1.417, 'grad_norm': 0.2536439299583435, 'learning_rate': 4e-05, 'epoch': 0.96} + {'train_runtime': 197.4947, 'train_samples_per_second': 5.063, 'train_steps_per_second': 0.633, 'train_loss': 1.6194254455566406, 'epoch': 1.0} + 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████| 125/125 [03:17<00:00, 1.58s/it] + + .. tab-item:: Fine-tuning without LoRA and PEFT + :sync: without + + 1. Use the following code to get started. + + .. code-block:: python + + def print_trainable_parameters(model): + # Prints the number of trainable parameters in the model. + trainable_params = 0 + all_param = 0 + for _, param in model.named_parameters(): + all_param += param.numel() + if param.requires_grad: + trainable_params += param.numel() + print(f"trainable params: {trainable_params} || all params: {all_param} || trainable%: {100 * trainable_params / all_param:.2f}") + + sft_trainer.peft_config = None + print_trainable_parameters(sft_trainer.model) + + The output should look like this. Compare the number of trainable parameters to that when fine-tuning with LoRA + and PEFT. + + .. code-block:: shell + + trainable params: 6,738,415,616 || all params: 6,738,415,616 || trainable%: 100.00 + + + 2. Run the trainer. + + .. code-block:: python + + # Trainer without LoRA config + trainer_full = SFTTrainer( + model = base_model, + train_dataset = training_dataset, + dataset_text_field = "text", + tokenizer = tokenizer, + args = training_arguments + ) + + # Training + trainer_full.train() + + The output should look like this: + + .. code-block:: shell + + {'loss': 1.5975, 'grad_norm': 0.25113457441329956, 'learning_rate': 4e-05, 'epoch': 0.16} + {'loss': 2.0524, 'grad_norm': 0.2180655151605606, 'learning_rate': 4e-05, 'epoch': 0.32} + {'loss': 1.6145, 'grad_norm': 0.2949850261211395, 'learning_rate': 4e-05, 'epoch': 0.48} + {'loss': 1.4118, 'grad_norm': 0.11036080121994019, 'learning_rate': 4e-05, 'epoch': 0.64} + {'loss': 1.5595, 'grad_norm': 0.08962831646203995, 'learning_rate': 4e-05, 'epoch': 0.8} + {'loss': 1.4119, 'grad_norm': 0.25422757863998413, 'learning_rate': 4e-05, 'epoch': 0.96} + {'train_runtime': 419.5154, 'train_samples_per_second': 2.384, 'train_steps_per_second': 0.298, 'train_loss': 1.6171623611450194, 'epoch': 1.0} + 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████| 125/125 [06:59<00:00, 3.36s/it] + +.. _fine-tuning-llms-single-gpu-saving: + +Saving adapters or fully fine-tuned models +------------------------------------------ + +PEFT methods freeze the pre-trained model parameters during fine-tuning and add a smaller number of trainable +parameters, namely the adapters, on top of it. The adapters are trained to learn specific task information. The adapters +trained with PEFT are usually an order of magnitude smaller than the full base model, making them convenient to share, +store, and load. + +.. tab-set:: + + .. tab-item:: Saving a PEFT adapter + :sync: with + + If you're using LoRA and PEFT, use the following code to save a PEFT adapter to your system once the fine-tuning + is completed. + + .. code-block:: python + + # PEFT adapter name + adapter_name = "llama-2-7b-enhanced-adapter" + + # Save PEFT adapter + sft_trainer.model.save_pretrained(adapter_name) + + The saved PEFT adapter should look like this on your system: + + .. code-block:: shell + + # Access adapter directory + cd llama-2-7b-enhanced-adapter + + # List all adapter files + README.md adapter_config.json adapter_model.safetensors + + .. tab-item:: Saving a fully fine-tuned model + :sync: without + + If you're not using LoRA and PEFT so there is no PEFT LoRA configuration used for training, use the following code + to save your fine-tuned model to your system. + + .. code-block:: python + + # fully fine-tuned model name + new_model_name = "llama-2-7b-enhanced" + + # Save the fully fine-tuned model + full_trainer.model.save_pretrained(new_model_name) + + The saved new full model should look like this on your system: + + .. code-block:: shell + + # Access new model directory + cd llama-2-7b-enhanced + + # List all model files + config.json model-00002-of-00006.safetensors model-00005-of-00006.safetensors + generation_config.json model-00003-of-00006.safetensors model-00006-of-00006.safetensors + model-00001-of-00006.safetensors model-00004-of-00006.safetensors model.safetensors.index.json + +.. note:: + + PEFT adapters can’t be loaded by ``AutoModelForCausalLM`` from the Transformers library as they do not contain + full model parameters and model configurations, for example, ``config.json``. To use it as a normal transformer + model, you need to merge them into the base model. + +Basic model inference +===================== + +A trained model can be classified into one of three types: + +* A PEFT adapter + +* A pre-trained language model in Hugging Face + +* A fully fine-tuned model not using PEFT + +Let's look at achieving model inference using these types of models. + +.. tab-set:: + + .. tab-item:: Inference using PEFT adapters + + To use PEFT adapters like a normal transformer model, you can run the generation by loading a base model along with PEFT + adapters as follows. + + .. code-block:: python + + from peft import PeftModel + from transformers import AutoModelForCausalLM + + # Set the path of the model or the name on Hugging face hub + base_model_name = "meta-llama/Llama-2-7b-chat-hf" + + # Set the path of the adapter + adapter_name = "Llama-2-7b-enhanced-adpater" + + # Load base model + base_model = AutoModelForCausalLM.from_pretrained(base_model_name) + + # Adapt the base model with the adapter + new_model = PeftModel.from_pretrained(base_model, adapter_name) + + # Then, run generation as the same with a normal model outlined in 2.1 + + The PEFT library provides a ``merge_and_unload`` method, which merges the adapter layers into the base model. This is + needed if someone wants to save the adapted model into local storage and use it as a normal standalone model. + + .. code-block:: python + + # Load base model + base_model = AutoModelForCausalLM.from_pretrained(base_model_name) + + # Adapt the base model with the adapter + new_model = PeftModel.from_pretrained(base_model, adapter_name) + + # Merge adapter + model = model.merge_and_unload() + + # Save the merged model into local + model.save_pretrained("merged_adpaters") + + .. tab-item:: Inference using pre-trained or fully fine-tuned models + + If you have a fully fine-tuned model not using PEFT, you can load it like any other pre-trained language model in + `Hugging Face Hub `_ using the `Transformers + `_ library. + + .. code-block:: python + + # Import relevant class for loading model and tokenizer + from transformers import AutoTokenizer, AutoModelForCausalLM + + # Set the pre-trained model name on Hugging face hub + model_name = "meta-llama/Llama-2-7b-chat-hf" + + # Set device type + device = "cuda:0" + + # Load model and tokenizer + model = AutoModelForCausalLM.from_pretrained(model_name).to(device) + tokenizer = AutoTokenizer.from_pretrained(model_name) + + # Input prompt encoding + query = "What is a large language model?" + inputs = tokenizer.encode(query, return_tensors="pt").to(device) + + # Token generation + outputs = model.generate(inputs) + + # Outputs decoding + print(tokenizer.decode(outputs[0])) + + In addition, pipelines from Transformers offer simple APIs to use pre-trained models for different tasks, including + sentiment analysis, feature extraction, question answering and so on. You can use the pipeline abstraction to achieve + model inference easily. + + .. code-block:: python + + # Import relevant class for loading model and tokenizer + from transformers import pipeline + + # Set the path of your model or the name on Hugging face hub + model_name_or_path = "meta-llama/Llama-2-7b-chat-hf" + + # Set pipeline + # A positive device value will run the model on associated CUDA device id + pipe = pipeline("text-generation", model=model_name_or_path, device=0) + + # Token generation + print(pipe("What is a large language model?")[0]["generated_text"]) + +If using multiple accelerators, see +:ref:`Multi-accelerator fine-tuning and inference ` to explore +popular libraries that simplify fine-tuning and inference in a multi-accelerator system. + +Read more about inference frameworks like vLLM and Hugging Face TGI in +:doc:`LLM inference frameworks `. diff --git a/docs/how-to/rocm-for-ai/train-a-model.rst b/docs/how-to/rocm-for-ai/train-a-model.rst index f9c585445..d7db257ca 100644 --- a/docs/how-to/rocm-for-ai/train-a-model.rst +++ b/docs/how-to/rocm-for-ai/train-a-model.rst @@ -107,7 +107,10 @@ for more information about running AMP on an AMD accelerator. Fine-tuning your model ====================== -ROCm supports multiple fine-tuning techniques, for example, LoRA, QLoRA, PEFT, and FSDP. +ROCm supports multiple techniques for :ref:`optimizing fine-tuning `, for +example, LoRA, QLoRA, PEFT, and FSDP. + +Learn more about challenges and solutions for model fine-tuning in :doc:`../fine-tuning-llms/index`. The following developer blogs showcase examples of how to fine-tune a model on an AMD accelerator or GPU. diff --git a/docs/index.md b/docs/index.md index 3a9c111b9..958ec8a5a 100644 --- a/docs/index.md +++ b/docs/index.md @@ -92,6 +92,7 @@ Our documentation is organized into the following categories: :padding: 2 * [Using ROCm for AI](./how-to/rocm-for-ai/index.rst) +* [Fine-tuning LLMs with ROCm](./how-to/fine-tuning-llms/index.rst) * [System tuning for various architectures](./how-to/tuning-guides.md) * [MI100](./how-to/tuning-guides/mi100.md) * [MI200](./how-to/tuning-guides/mi200.md) diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index 827dfb050..e3a86aad1 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -58,6 +58,27 @@ subtrees: - file: how-to/rocm-for-ai/train-a-model.rst - file: how-to/rocm-for-ai/hugging-face-models.rst - file: how-to/rocm-for-ai/deploy-your-model.rst + - file: how-to/fine-tuning-llms/index.rst + title: Fine-tuning LLMs with ROCm + subtrees: + - entries: + - file: how-to/fine-tuning-llms/overview.rst + title: Conceptual overview + - file: how-to/fine-tuning-llms/fine-tuning-and-inference.rst + subtrees: + - entries: + - file: how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst + title: Using a single accelerator + - file: how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst + title: Using multiple accelerators + - file: how-to/fine-tuning-llms/model-quantization.rst + - file: how-to/fine-tuning-llms/model-acceleration-libraries.rst + - file: how-to/fine-tuning-llms/llm-inference-frameworks.rst + - file: how-to/fine-tuning-llms/optimizing-with-composable-kernel.md + title: Optimizing with Composable Kernel + - file: how-to/fine-tuning-llms/optimizing-triton-kernel.rst + title: Optimizing Triton kernels + - file: how-to/fine-tuning-llms/profiling-and-debugging.rst - file: how-to/tuning-guides.md title: System optimization subtrees: From 30f10e01454290d92d13ed6070430cf7bf489356 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Mon, 3 Jun 2024 19:11:19 -0700 Subject: [PATCH 13/18] Update fine-tuning guide: title, improve readibility in code blocks, fix typos (#3222) * Fix typo * Add torchtune link * Add newlines before comments in code blocks for readability * Update title --- docs/how-to/fine-tuning-llms/index.rst | 6 +- .../llm-inference-frameworks.rst | 2 +- .../model-acceleration-libraries.rst | 12 +- .../fine-tuning-llms/model-quantization.rst | 18 +-- .../multi-gpu-fine-tuning-and-inference.rst | 122 +++++++++--------- docs/how-to/fine-tuning-llms/overview.rst | 4 +- .../single-gpu-fine-tuning-and-inference.rst | 49 +++---- docs/index.md | 2 +- docs/sphinx/_toc.yml.in | 2 +- 9 files changed, 111 insertions(+), 106 deletions(-) diff --git a/docs/how-to/fine-tuning-llms/index.rst b/docs/how-to/fine-tuning-llms/index.rst index c197158f2..a966a9b95 100644 --- a/docs/how-to/fine-tuning-llms/index.rst +++ b/docs/how-to/fine-tuning-llms/index.rst @@ -2,9 +2,9 @@ :description: How to fine-tune LLMs with ROCm :keywords: ROCm, LLM, fine-tuning, usage, tutorial -************************** -Fine-tuning LLMs with ROCm -************************** +******************************************* +Fine-tuning LLMs and inference optimization +******************************************* ROCm empowers the fine-tuning and optimization of large language models, making them accessible and efficient for specialized tasks. ROCm supports the broader AI ecosystem to ensure seamless integration with open frameworks, diff --git a/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst b/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst index 9da634d5c..646b99d4e 100644 --- a/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst +++ b/docs/how-to/fine-tuning-llms/llm-inference-frameworks.rst @@ -32,7 +32,7 @@ Installing vLLM .. code-block:: shell - # Install from the source + # Install from source git clone https://github.com/ROCm/vllm.git cd vllm PYTORCH_ROCM_ARCH=gfx942 python setup.py install #MI300 series diff --git a/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst b/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst index f1bc7c704..5a57a6b83 100644 --- a/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst +++ b/docs/how-to/fine-tuning-llms/model-acceleration-libraries.rst @@ -40,7 +40,7 @@ ROCm provides two different implementations of Flash Attention 2 modules. They c .. code-block:: shell - # Install from the source + # Install from source git clone https://github.com/ROCm/flash-attention.git cd flash-attention/ GPU_ARCHS=gfx942 python setup.py install #MI300 series @@ -156,7 +156,7 @@ of the PyTorch compilation. .. code-block:: python - # Sample script to run LLM with the static key-value cache and pytorch compilation + # Sample script to run LLM with the static key-value cache and PyTorch compilation from transformers import AutoModelForCausalLM, AutoTokenizer, StaticCache import torch from typing import Optional @@ -180,7 +180,8 @@ of the PyTorch compilation. return new_token batch_size, seq_length = inputs["input_ids"].shape - # static key-value cache + + # Static key-value cache max_cache_length = 1024 max_new_tokens = 10 model._setup_cache(StaticCache, batch_size, max_cache_len=max_cache_length) @@ -190,6 +191,7 @@ of the PyTorch compilation. logits = model(**inputs, cache_position=cache_position, return_dict=False, use_cache=True)[0] next_token = torch.argmax(logits[:, -1], dim=-1)[:, None] + # torch compilation decode_one_tokens = torch.compile(decode_one_tokens, mode="max-autotune-no-cudagraphs",fullgraph=True) @@ -221,10 +223,10 @@ page describes the options. .. code-block:: python - # To turn on TunableOps, simply set this environmental variable + # To turn on TunableOp, simply set this environment variable export PYTORCH_TUNABLEOP_ENABLED=1 - # python + # Python import torch import torch.nn as nn import torch.nn.functional as F diff --git a/docs/how-to/fine-tuning-llms/model-quantization.rst b/docs/how-to/fine-tuning-llms/model-quantization.rst index 18d604b3d..c79b4d46a 100644 --- a/docs/how-to/fine-tuning-llms/model-quantization.rst +++ b/docs/how-to/fine-tuning-llms/model-quantization.rst @@ -32,7 +32,7 @@ The AutoGPTQ library implements the GPTQ algorithm. .. code-block:: shell - # This will install pre-built wheel for a specific ROCm version + # This will install pre-built wheel for a specific ROCm version. pip install auto-gptq --no-build-isolation --extra-index-url https://huggingface.github.io/autogptq-index/whl/rocm573/ @@ -40,11 +40,11 @@ The AutoGPTQ library implements the GPTQ algorithm. .. code-block:: shell - # Clone the source code + # Clone the source code. git clone https://github.com/AutoGPTQ/AutoGPTQ.git cd AutoGPTQ - # Speed up the compilation by specifying PYTORCH_ROCM_ARCH to target device + # Speed up the compilation by specifying PYTORCH_ROCM_ARCH to target device. PYTORCH_ROCM_ARCH=gfx942 ROCM_VERSION=6.1 pip install . # Show the package after the installation @@ -93,12 +93,14 @@ Using GPTQ with AutoGPTQ .. code-block:: python - # import auto_gptq class + # Import auto_gptq class. from auto_gptq import AutoGPTQForCausalLM - # load non-quantized model + + # Load non-quantized model. base_model = AutoGPTQForCausalLM.from_pretrained(base_model_name, quantize_config, device_map = "auto") base_model.quantize(examples) - # save quantized model + + # Save quantized model. base_model.save_quantized(quantized_model_name) Using GPTQ with Hugging Face Transformers @@ -201,7 +203,7 @@ Installing bitsandbytes Using bitsandbytes primitives ----------------------------- -To get started with bitsandbytes primitives, use the following code a reference. +To get started with bitsandbytes primitives, use the following code as reference. .. code-block:: python @@ -230,7 +232,7 @@ To load a Transformers model in 4-bit, set ``load_int_4bt=true`` in ``BitsAndByt device_map="auto", quantization_config=quantization_config) - # check the memory footprint with get_memory_footprint method + # Check the memory footprint with get_memory_footprint method print(bnb_model_4bit.get_memory_footprint()) To load a model in 8-bit for inference, use the ``load_in_8bit`` option. diff --git a/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst b/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst index b567c60cb..cb7dc01c1 100644 --- a/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst +++ b/docs/how-to/fine-tuning-llms/multi-gpu-fine-tuning-and-inference.rst @@ -130,8 +130,8 @@ After loading the model in this way, the model is fully ready to use the resourc torchtune for fine-tuning and inference ============================================= -torchtune is a PyTorch-native library for easy single and multi-accelerator or GPU model fine-tuning and inference with -LLMs. +`torchtune `_ is a PyTorch-native library for easy single and multi-accelerator or +GPU model fine-tuning and inference with LLMs. #. Install torchtune using pip. @@ -157,80 +157,80 @@ LLMs. subcommands: {download,ls,cp,run,validate} -torchtune recipes are designed around easily composable components and workable training loops, with minimal abstraction -getting in the way of fine-tuning. Run ``tune ls`` to show built-in torchtune configuration recipes. +#. torchtune recipes are designed around easily composable components and workable training loops, with minimal abstraction + getting in the way of fine-tuning. Run ``tune ls`` to show built-in torchtune configuration recipes. -.. code-block:: shell + .. code-block:: shell - RECIPE CONFIG - full_finetune_single_device llama2/7B_full_low_memory - llama3/8B_full_single_device - mistral/7B_full_low_memory - full_finetune_distributed llama2/7B_full - llama2/13B_full - llama3/8B_full - mistral/7B_full - gemma/2B_full - lora_finetune_single_device llama2/7B_lora_single_device - llama2/7B_qlora_single_device - llama3/8B_lora_single_device - llama3/8B_qlora_single_device - llama2/13B_qlora_single_device - mistral/7B_lora_single_device + RECIPE CONFIG + full_finetune_single_device llama2/7B_full_low_memory + llama3/8B_full_single_device + mistral/7B_full_low_memory + full_finetune_distributed llama2/7B_full + llama2/13B_full + llama3/8B_full + mistral/7B_full + gemma/2B_full + lora_finetune_single_device llama2/7B_lora_single_device + llama2/7B_qlora_single_device + llama3/8B_lora_single_device + llama3/8B_qlora_single_device + llama2/13B_qlora_single_device + mistral/7B_lora_single_device -The ``RECIPE`` column shows the easy-to-use and workable fine-tuning and inference recipes for popular fine-tuning -techniques (such as LoRA). The ``CONFIG`` column lists the YAML configurations for easily configuring training, -evaluation, quantization, or inference recipes. + The ``RECIPE`` column shows the easy-to-use and workable fine-tuning and inference recipes for popular fine-tuning + techniques (such as LoRA). The ``CONFIG`` column lists the YAML configurations for easily configuring training, + evaluation, quantization, or inference recipes. -The snippet shows the architecture of a model's YAML configuration file: + The snippet shows the architecture of a model's YAML configuration file: -.. code-block:: yaml + .. code-block:: yaml - # Model Arguments - model: - _component_: torchtune.models.llama2.lora_llama2_7b - lora_attn_modules: ['q_proj', 'v_proj'] - apply_lora_to_mlp: False - apply_lora_to_output: False - lora_rank: 8 - lora_alpha: 16 - - tokenizer: - _component_: torchtune.models.llama2.llama2_tokenizer - path: /tmp/Llama-2-7b-hf/tokenizer.model - - # Dataset and Sampler - dataset: - _component_: torchtune.datasets.alpaca_cleaned_dataset - train_on_input: True + # Model arguments + model: + _component_: torchtune.models.llama2.lora_llama2_7b + lora_attn_modules: ['q_proj', 'v_proj'] + apply_lora_to_mlp: False + apply_lora_to_output: False + lora_rank: 8 + lora_alpha: 16 + + tokenizer: + _component_: torchtune.models.llama2.llama2_tokenizer + path: /tmp/Llama-2-7b-hf/tokenizer.model + + # Dataset and sampler + dataset: + _component_: torchtune.datasets.alpaca_cleaned_dataset + train_on_input: True -This configuration file defines the fine-tuning base model path, data set, hyper-parameters for optimizer and scheduler, -and training data type. To download the base model for fine-tuning, run the following command: +#. This configuration file defines the fine-tuning base model path, data set, hyper-parameters for optimizer and scheduler, + and training data type. To download the base model for fine-tuning, run the following command: -.. code-block:: shell + .. code-block:: shell - tune download meta-llama/Llama-2-7b-hf --output-dir /tmp/Llama-2-7b-hf --hf-token + tune download meta-llama/Llama-2-7b-hf --output-dir /tmp/Llama-2-7b-hf --hf-token -The output directory argument for ``--output-dir`` should map the model path specified in YAML config file. + The output directory argument for ``--output-dir`` should map the model path specified in YAML config file. -To launch ``lora_finetune_distributed`` on four devices, run the following -command: +#. To launch ``lora_finetune_distributed`` on four devices, run the following + command: -.. code-block:: shell + .. code-block:: shell - tune run --nnodes 1 --nproc_per_node 4 lora_finetune_distributed --config llama2/7B_lora + tune run --nnodes 1 --nproc_per_node 4 lora_finetune_distributed --config llama2/7B_lora -If successful, you should something like the following output: + If successful, you should something like the following output: -.. code-block:: shell + .. code-block:: shell - INFO:torchtune.utils.logging:FSDP is enabled. Instantiating Model on CPU for Rank 0 ... - INFO:torchtune.utils.logging:Model instantiation took 7.32 secs - INFO:torchtune.utils.logging:Memory Stats after model init: - {'peak_memory_active': 9.478172672, 'peak_memory_alloc': 8.953868288, 'peak_memory_reserved': 11.112808448} - INFO:torchtune.utils.logging:Optimizer and loss are initialized. - INFO:torchtune.utils.logging:Dataset and Sampler are initialized. - INFO:torchtune.utils.logging:Learning rate scheduler is initialized. - 1|111|Loss: 1.5790324211120605: 7%|█ | 114/1618 + INFO:torchtune.utils.logging:FSDP is enabled. Instantiating Model on CPU for Rank 0 ... + INFO:torchtune.utils.logging:Model instantiation took 7.32 secs + INFO:torchtune.utils.logging:Memory Stats after model init: + {'peak_memory_active': 9.478172672, 'peak_memory_alloc': 8.953868288, 'peak_memory_reserved': 11.112808448} + INFO:torchtune.utils.logging:Optimizer and loss are initialized. + INFO:torchtune.utils.logging:Dataset and Sampler are initialized. + INFO:torchtune.utils.logging:Learning rate scheduler is initialized. + 1|111|Loss: 1.5790324211120605: 7%|█ | 114/1618 Read more about inference frameworks in :doc:`LLM inference frameworks `. diff --git a/docs/how-to/fine-tuning-llms/overview.rst b/docs/how-to/fine-tuning-llms/overview.rst index 90330cdbd..b4493f071 100644 --- a/docs/how-to/fine-tuning-llms/overview.rst +++ b/docs/how-to/fine-tuning-llms/overview.rst @@ -7,7 +7,7 @@ Conceptual overview of fine-tuning LLMs *************************************** Large language models (LLMs) are trained on massive amounts of text data to generate coherent and fluent text. The -underlying *transformer* architecture is the fundamental building block of all LLMs. Transformers serve as the +underlying *transformer* architecture is the fundamental building block of all LLMs. Transformers enable LLMs to understand and generate text by capturing contextual relationships and long-range dependencies. To better understand the philosophy of the transformer architecture, review the foundational `Attention is all you need `_ paper. @@ -60,7 +60,7 @@ overcome this issue of high memory consumption. LoRA accelerates the adjustment process and reduces related memory costs. To be precise, LoRA decomposes the portion of weight changes :math:`ΔW` into high-precision low-rank representations, which do not require the calculations of all :math:`ΔW`. It learns the decomposition representation of :math:`ΔW` during training, as shown in -:ref:`the weight update diagram `. This is how LoRA saves on +the :ref:`weight update diagram `. This is how LoRA saves on computing resources. LoRA is integrated into the `Hugging Face Parameter-Efficient Fine-Tuning (PEFT) diff --git a/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst b/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst index 48da84446..507bc18e7 100644 --- a/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst +++ b/docs/how-to/fine-tuning-llms/single-gpu-fine-tuning-and-inference.rst @@ -87,7 +87,8 @@ Setting up the base implementation environment .. code-block:: shell - # Install `bitsandbytes` for ROCm 6.0+, use -DBNB_ROCM_ARCH to target specific GPU arch + # Install `bitsandbytes` for ROCm 6.0+. + # Use -DBNB_ROCM_ARCH to target a specific GPU architecture. git clone --recurse https://github.com/ROCm/bitsandbytes.git cd bitsandbytes git checkout rocm_enabled @@ -95,13 +96,13 @@ Setting up the base implementation environment cmake -DBNB_ROCM_ARCH="gfx942" -DCOMPUTE_BACKEND=hip -S . python setup.py install - # To leverage the SFTTrainer in TRL for model fine-tuning + # To leverage the SFTTrainer in TRL for model fine-tuning. pip install trl - # To leverage PEFT for efficiently adapting pre-trained language models + # To leverage PEFT for efficiently adapting pre-trained language models . pip install peft - # Install the other dependencies: + # Install the other dependencies. pip install transformers, datasets, huggingface-hub, scipy #. Check that the required packages can be imported. @@ -139,14 +140,14 @@ Download the base model and fine-tuning dataset .. code-block:: python - # Base model and tokenizer names + # Base model and tokenizer names. base_model_name = "meta-llama/Llama-2-7b-chat-hf" - # Load base model to GPU memory + # Load base model to GPU memory. device = "cuda:0" base_model = AutoModelForCausalLM.from_pretrained(base_model_name, trust_remote_code = True).to(device) - # Load tokenizer + # Load tokenizer. tokenizer = AutoTokenizer.from_pretrained( base_model_name, trust_remote_code = True) @@ -159,14 +160,14 @@ Download the base model and fine-tuning dataset .. code-block:: - # Dataset for fine-tuning + # Dataset for fine-tuning. training_dataset_name = "mlabonne/guanaco-llama2-1k" training_dataset = load_dataset(training_dataset_name, split = "train") - # Check the data + # Check the data. print(training_dataset) - # #11 is a QA sample in English + # Dataset 11 is a QA sample in English. print(training_dataset[11]) #. With the base model and the dataset, let's start fine-tuning! @@ -180,7 +181,7 @@ To set up ``SFTTrainer`` parameters, you can use the following code as reference .. code-block:: python - # Training Params for SFTTrainer + # Training parameters for SFTTrainer. training_arguments = TrainingArguments( output_dir = "./results", num_train_epochs = 1, @@ -228,7 +229,7 @@ Compare the number of trainable parameters and training time under the two diffe bias = "none", task_type = "CAUSAL_LM" ) - # View the number of Trainable Params + # View the number of trainable parameters. from peft import get_peft_model peft_model = get_peft_model(base_model, peft_config) peft_model.print_trainable_parameters() @@ -244,7 +245,7 @@ Compare the number of trainable parameters and training time under the two diffe .. code-block:: python - # Initialize a sft trainer + # Initialize an SFT trainer. sft_trainer = SFTTrainer( model = base_model, train_dataset = training_dataset, @@ -254,7 +255,7 @@ Compare the number of trainable parameters and training time under the two diffe args = training_arguments ) - # Run the trainer + # Run the trainer. sft_trainer.train() The output should look like this: @@ -302,7 +303,7 @@ Compare the number of trainable parameters and training time under the two diffe .. code-block:: python - # Trainer without LoRA config + # Trainer without LoRA config. trainer_full = SFTTrainer( model = base_model, train_dataset = training_dataset, @@ -311,7 +312,7 @@ Compare the number of trainable parameters and training time under the two diffe args = training_arguments ) - # Training + # Training. trainer_full.train() The output should look like this: @@ -347,20 +348,20 @@ store, and load. .. code-block:: python - # PEFT adapter name + # PEFT adapter name. adapter_name = "llama-2-7b-enhanced-adapter" - # Save PEFT adapter + # Save PEFT adapter. sft_trainer.model.save_pretrained(adapter_name) The saved PEFT adapter should look like this on your system: .. code-block:: shell - # Access adapter directory + # Access adapter directory. cd llama-2-7b-enhanced-adapter - # List all adapter files + # List all adapter files. README.md adapter_config.json adapter_model.safetensors .. tab-item:: Saving a fully fine-tuned model @@ -371,20 +372,20 @@ store, and load. .. code-block:: python - # fully fine-tuned model name + # Fully fine-tuned model name. new_model_name = "llama-2-7b-enhanced" - # Save the fully fine-tuned model + # Save the fully fine-tuned model. full_trainer.model.save_pretrained(new_model_name) The saved new full model should look like this on your system: .. code-block:: shell - # Access new model directory + # Access new model directory. cd llama-2-7b-enhanced - # List all model files + # List all model files. config.json model-00002-of-00006.safetensors model-00005-of-00006.safetensors generation_config.json model-00003-of-00006.safetensors model-00006-of-00006.safetensors model-00001-of-00006.safetensors model-00004-of-00006.safetensors model.safetensors.index.json diff --git a/docs/index.md b/docs/index.md index 958ec8a5a..98c2a12d1 100644 --- a/docs/index.md +++ b/docs/index.md @@ -92,7 +92,7 @@ Our documentation is organized into the following categories: :padding: 2 * [Using ROCm for AI](./how-to/rocm-for-ai/index.rst) -* [Fine-tuning LLMs with ROCm](./how-to/fine-tuning-llms/index.rst) +* [Fine-tuning LLMs and inference optimization](./how-to/fine-tuning-llms/index.rst) * [System tuning for various architectures](./how-to/tuning-guides.md) * [MI100](./how-to/tuning-guides/mi100.md) * [MI200](./how-to/tuning-guides/mi200.md) diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index e3a86aad1..e31bb8156 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -59,7 +59,7 @@ subtrees: - file: how-to/rocm-for-ai/hugging-face-models.rst - file: how-to/rocm-for-ai/deploy-your-model.rst - file: how-to/fine-tuning-llms/index.rst - title: Fine-tuning LLMs with ROCm + title: Fine-tuning LLMs and inference optimization subtrees: - entries: - file: how-to/fine-tuning-llms/overview.rst From df864f8f799ff94fe7670efff58518b42c60b6bb Mon Sep 17 00:00:00 2001 From: amitkumar-amd Date: Tue, 4 Jun 2024 09:59:22 -0500 Subject: [PATCH 14/18] Update the links for rocminfo and rocm-bandwidth-test (#3213) * Update the links for rocminfo and rocm-bandwidth-test * Update the links for rocminfo and rocm-bandwidth-test * Update the links for rocminfo and rocm-bandwidth-test * Update links to intersphinx links --------- Co-authored-by: Peter Jun Park --- docs/reference/rocm-tools.md | 4 ++-- docs/what-is-rocm.rst | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/reference/rocm-tools.md b/docs/reference/rocm-tools.md index 1a53a3273..2e76b9ce6 100644 --- a/docs/reference/rocm-tools.md +++ b/docs/reference/rocm-tools.md @@ -34,7 +34,7 @@ :img-alt: Performance tools :padding: 2 -* [RocBandwidthTest](https://github.com/ROCm/rocm_bandwidth_test) +* {doc}`ROCm Bandwidth Test ` * {doc}`ROCProfiler ` * [rocprofiler-register](https://github.com/ROCm/rocprofiler-register) * {doc}`ROCTracer ` @@ -49,8 +49,8 @@ :padding: 2 * {doc}`AMD SMI ` +* {doc}`rocminfo ` * {doc}`ROCm Data Center Tool ` -* [ROCm Info](https://github.com/ROCm/rocminfo) * {doc}`ROCm SMI ` * {doc}`ROCm Validation Suite ` * {doc}`TransferBench ` diff --git a/docs/what-is-rocm.rst b/docs/what-is-rocm.rst index 14782ce1e..3ae83818d 100644 --- a/docs/what-is-rocm.rst +++ b/docs/what-is-rocm.rst @@ -99,14 +99,14 @@ Tools ":doc:`AMD SMI `", "C library for Linux that provides a user space interface for applications to monitor and control AMD devices" ":doc:`HIPIFY `", "Translates CUDA source code into portable HIP C++" - "`RocBandwidthTest `_ ", "Captures the performance characteristics of buffer copying and kernel read/write operations" + ":doc:`ROCm Bandwidth Test `", "Captures the performance characteristics of buffer copying and kernel read/write operations" ":doc:`ROCmCC <./reference/rocmcc>`", "Clang/LLVM-based compiler" ":doc:`ROCm CMake `", "Collection of CMake modules for common build and development tasks" ":doc:`ROCm Data Center Tool `", "Simplifies administration and addresses key infrastructure challenges in AMD GPUs in cluster and data-center environments" "`ROCm Debug Agent (ROCdebug-agent) `_ ", "Prints the state of all AMD GPU wavefronts that caused a queue error by sending a SIGQUIT signal to the process while the program is running" ":doc:`ROCm Debugger (ROCgdb) `", "Source-level debugger for Linux, based on the GNU Debugger (GDB)" ":doc:`ROCdbgapi `", "ROCm debugger API library" - "`rocminfo `_ ", "Reports system information" + ":doc:`rocminfo `", "Reports system information" ":doc:`ROCm SMI `", "C library for Linux that provides a user space interface for applications to monitor and control GPU applications" ":doc:`ROCm Validation Suite `", "Detects and troubleshoots common problems affecting AMD GPUs running in a high-performance computing environment" ":doc:`ROCProfiler `", "Profiling tool for HIP applications" From b2f0f0acdf56c3c9f7a1b34460f97d3e225a6b58 Mon Sep 17 00:00:00 2001 From: "Wang, Yanyao" Date: Tue, 4 Jun 2024 15:39:16 -0500 Subject: [PATCH 15/18] Update manifest file for ROCm6.1.2 --- default.xml | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/default.xml b/default.xml index 1f81628cd..ffa3b30fc 100644 --- a/default.xml +++ b/default.xml @@ -1,13 +1,11 @@ - - - From ae6eac2823dd8ebcfc93df81e67308ee375d0777 Mon Sep 17 00:00:00 2001 From: "Wang, Yanyao" Date: Tue, 4 Jun 2024 21:20:04 -0700 Subject: [PATCH 16/18] Build ROCm from source --- README.md | 93 +- rocm-build/README.md | 33 + rocm-build/ROCm.mk | 248 ++++ rocm-build/build_amd_smi_lib.sh | 145 ++ rocm-build/build_amdmigraphx.sh | 54 + rocm-build/build_aqlprofile.sh | 150 ++ rocm-build/build_clang-ocl.sh | 136 ++ rocm-build/build_comgr.sh | 151 ++ rocm-build/build_composable_kernel.sh | 185 +++ rocm-build/build_dbgapi.sh | 159 +++ rocm-build/build_devicelibs.sh | 140 ++ rocm-build/build_half.sh | 46 + rocm-build/build_hip_on_rocclr.sh | 295 ++++ rocm-build/build_hipblas.sh | 65 + rocm-build/build_hipblaslt.sh | 69 + rocm-build/build_hipcc.sh | 118 ++ rocm-build/build_hipcub.sh | 60 + rocm-build/build_hipfft.sh | 61 + rocm-build/build_hipfort.sh | 50 + rocm-build/build_hipify_clang.sh | 142 ++ rocm-build/build_hiprand.sh | 90 ++ rocm-build/build_hipsolver.sh | 64 + rocm-build/build_hipsparse.sh | 61 + rocm-build/build_hipsparselt.sh | 89 ++ rocm-build/build_hiptensor.sh | 57 + rocm-build/build_hsa.sh | 135 ++ rocm-build/build_lightning.sh | 1253 +++++++++++++++++ rocm-build/build_miopen-deps.sh | 73 + rocm-build/build_miopen-hip.sh | 62 + rocm-build/build_mivisionx.sh | 59 + rocm-build/build_opencl_on_rocclr.sh | 155 ++ rocm-build/build_openmp_extras.sh | 673 +++++++++ rocm-build/build_rccl.sh | 65 + rocm-build/build_rdc.sh | 234 +++ rocm-build/build_rocalution.sh | 68 + rocm-build/build_rocblas.sh | 76 + rocm-build/build_rocclr.sh | 127 ++ rocm-build/build_rocdecode.sh | 38 + rocm-build/build_rocfft.sh | 62 + rocm-build/build_rocm-cmake.sh | 121 ++ rocm-build/build_rocm-core.sh | 131 ++ rocm-build/build_rocm-dev.sh | 14 + rocm-build/build_rocm-gdb.sh | 437 ++++++ rocm-build/build_rocm_bandwidth_test.sh | 155 ++ rocm-build/build_rocm_smi_lib.sh | 153 ++ rocm-build/build_rocminfo.sh | 133 ++ rocm-build/build_rocmvalidationsuite.sh | 51 + rocm-build/build_rocprim.sh | 61 + rocm-build/build_rocprofiler-register.sh | 139 ++ rocm-build/build_rocprofiler.sh | 179 +++ rocm-build/build_rocr_debug_agent.sh | 153 ++ rocm-build/build_rocrand.sh | 66 + rocm-build/build_rocsolver.sh | 69 + rocm-build/build_rocsparse.sh | 68 + rocm-build/build_rocthrust.sh | 64 + rocm-build/build_roctracer.sh | 180 +++ rocm-build/build_rocwmma.sh | 63 + rocm-build/build_rpp.sh | 78 + rocm-build/build_thunk.sh | 205 +++ rocm-build/ccache-env-mathlib.sh | 9 + rocm-build/compute_helper.sh | 284 ++++ rocm-build/compute_utils.sh | 372 +++++ rocm-build/docker/ubuntu20/Dockerfile | 7 + rocm-build/docker/ubuntu20/README.md | 20 + .../docker/ubuntu20/install-prerequisites.sh | 217 +++ rocm-build/docker/ubuntu20/packages | 137 ++ rocm-build/docker/ubuntu22/Dockerfile | 9 + rocm-build/docker/ubuntu22/README.md | 18 + .../docker/ubuntu22/install-prerequisities.sh | 232 +++ rocm-build/docker/ubuntu22/local-pin-600 | 3 + rocm-build/docker/ubuntu22/packages | 139 ++ rocm-build/envsetup.sh | 191 +++ rocm-build/post_inst_pkg.sh | 82 ++ rocm-build/rocm-6.1.0.xml | 71 + rocm-build/rocm-6.1.1.xml | 71 + rocm-build/upload_packages.sh | 32 + 76 files changed, 10254 insertions(+), 1 deletion(-) create mode 100644 rocm-build/README.md create mode 100644 rocm-build/ROCm.mk create mode 100755 rocm-build/build_amd_smi_lib.sh create mode 100755 rocm-build/build_amdmigraphx.sh create mode 100755 rocm-build/build_aqlprofile.sh create mode 100755 rocm-build/build_clang-ocl.sh create mode 100755 rocm-build/build_comgr.sh create mode 100755 rocm-build/build_composable_kernel.sh create mode 100755 rocm-build/build_dbgapi.sh create mode 100755 rocm-build/build_devicelibs.sh create mode 100755 rocm-build/build_half.sh create mode 100755 rocm-build/build_hip_on_rocclr.sh create mode 100755 rocm-build/build_hipblas.sh create mode 100755 rocm-build/build_hipblaslt.sh create mode 100755 rocm-build/build_hipcc.sh create mode 100755 rocm-build/build_hipcub.sh create mode 100755 rocm-build/build_hipfft.sh create mode 100755 rocm-build/build_hipfort.sh create mode 100755 rocm-build/build_hipify_clang.sh create mode 100755 rocm-build/build_hiprand.sh create mode 100755 rocm-build/build_hipsolver.sh create mode 100755 rocm-build/build_hipsparse.sh create mode 100755 rocm-build/build_hipsparselt.sh create mode 100755 rocm-build/build_hiptensor.sh create mode 100755 rocm-build/build_hsa.sh create mode 100755 rocm-build/build_lightning.sh create mode 100755 rocm-build/build_miopen-deps.sh create mode 100755 rocm-build/build_miopen-hip.sh create mode 100755 rocm-build/build_mivisionx.sh create mode 100755 rocm-build/build_opencl_on_rocclr.sh create mode 100755 rocm-build/build_openmp_extras.sh create mode 100755 rocm-build/build_rccl.sh create mode 100755 rocm-build/build_rdc.sh create mode 100755 rocm-build/build_rocalution.sh create mode 100755 rocm-build/build_rocblas.sh create mode 100755 rocm-build/build_rocclr.sh create mode 100755 rocm-build/build_rocdecode.sh create mode 100755 rocm-build/build_rocfft.sh create mode 100755 rocm-build/build_rocm-cmake.sh create mode 100755 rocm-build/build_rocm-core.sh create mode 100755 rocm-build/build_rocm-dev.sh create mode 100755 rocm-build/build_rocm-gdb.sh create mode 100755 rocm-build/build_rocm_bandwidth_test.sh create mode 100755 rocm-build/build_rocm_smi_lib.sh create mode 100755 rocm-build/build_rocminfo.sh create mode 100755 rocm-build/build_rocmvalidationsuite.sh create mode 100755 rocm-build/build_rocprim.sh create mode 100755 rocm-build/build_rocprofiler-register.sh create mode 100755 rocm-build/build_rocprofiler.sh create mode 100755 rocm-build/build_rocr_debug_agent.sh create mode 100755 rocm-build/build_rocrand.sh create mode 100755 rocm-build/build_rocsolver.sh create mode 100755 rocm-build/build_rocsparse.sh create mode 100755 rocm-build/build_rocthrust.sh create mode 100755 rocm-build/build_roctracer.sh create mode 100755 rocm-build/build_rocwmma.sh create mode 100755 rocm-build/build_rpp.sh create mode 100755 rocm-build/build_thunk.sh create mode 100755 rocm-build/ccache-env-mathlib.sh create mode 100755 rocm-build/compute_helper.sh create mode 100755 rocm-build/compute_utils.sh create mode 100644 rocm-build/docker/ubuntu20/Dockerfile create mode 100644 rocm-build/docker/ubuntu20/README.md create mode 100755 rocm-build/docker/ubuntu20/install-prerequisites.sh create mode 100644 rocm-build/docker/ubuntu20/packages create mode 100644 rocm-build/docker/ubuntu22/Dockerfile create mode 100644 rocm-build/docker/ubuntu22/README.md create mode 100644 rocm-build/docker/ubuntu22/install-prerequisities.sh create mode 100644 rocm-build/docker/ubuntu22/local-pin-600 create mode 100644 rocm-build/docker/ubuntu22/packages create mode 100755 rocm-build/envsetup.sh create mode 100755 rocm-build/post_inst_pkg.sh create mode 100644 rocm-build/rocm-6.1.0.xml create mode 100644 rocm-build/rocm-6.1.1.xml create mode 100755 rocm-build/upload_packages.sh diff --git a/README.md b/README.md index 3c7fd56a0..31744f337 100644 --- a/README.md +++ b/README.md @@ -56,12 +56,103 @@ cd ~/ROCm/ **Note:** Using this sample code will cause the repo tool to download the open source code associated with the specified ROCm release. Ensure that you have ssh-keys configured on your machine for your GitHub ID prior to the download as explained at [Connecting to GitHub with SSH](https://docs.github.com/en/authentication/connecting-to-github-with-ssh). -### Building the ROCm source code +## Building the ROCm source code Each ROCm component repository contains directions for building that component, such as the rocSPARSE documentation [Installation and Building for Linux](https://rocm.docs.amd.com/projects/rocSPARSE/en/latest/install/Linux_Install_Guide.html). Refer to the specific component documentation for instructions on building the repository. Each release of the ROCm software supports specific hardware and software configurations. Refer to [System requirements (Linux)](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html) for the current supported hardware and OS. + +## Build ROCm from source + +The Build will use as many processors as it can find to build in parallel. Some of the compiles can consume as much as 10GB of RAM, so make sure you have plenty of Swap Space ! + +By default the ROCm build will compile for all supported GPU architectures and will take approximately 500 CPU hours. +The Build time will reduce significantly if we limit the GPU Architecture/s against which we need to build by using the environment variable GPU_ARCHS as mentioned below. + +```bash +# -------------------------------------- +# Step1: clone source code +# -------------------------------------- + +mkdir -p ~/WORKSPACE/ # Or any folder name other than WORKSPACE +cd ~/WORKSPACE/ +export ROCM_VERSION=6.1.0 # or 6.1.1 +~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.1.x -m rocm-build/rocm-${ROCM_VERSION}.xml +~/bin/repo sync + +# -------------------------------------- +# Step 2: Prepare build environment +# -------------------------------------- + +# Option 1: Start a docker container +# Pulling required base docker images: +# Ubuntu20.04 built from ROCm/rocm-build/docker/ubuntu20/Dockerfile +docker pull rocm/rocm-build-ubuntu-20.04:6.1 +# Ubuntu22.04 built from ROCm/rocm-build/docker/ubuntu22/Dockerfile +docker pull rocm/rocm-build-ubuntu-22.04:6.1 + +# Start docker container and mount the source code folder: +docker run -ti \ + -e ROCM_VERSION=${ROCM_VERSION} \ + -e CCACHE_DIR=$HOME/.ccache \ + -e CCACHE_ENABLED=true \ + -e DOCK_WORK_FOLD=/src \ + -w /src \ + -v $PWD:/src \ + -v /etc/passwd:/etc/passwd \ + -v /etc/shadow:/etc/shadow \ + -v ${HOME}/.ccache:${HOME}/.ccache \ + -u $(id -u):$(id -g) \ + bash + +# Option 2: Install required packages into the host machine +# For ubuntu20.04 system +cd ROCm/rocm-build/docker/ubuntu20 +bash install-prerequisites.sh +# For ubuntu22.04 system +cd ROCm/rocm-build/docker/ubuntu22 +bash install-prerequisities.sh + +# -------------------------------------- +# Step 3: Run build command line +# -------------------------------------- + +# Select GPU targets before building: +# When GPU_ARCHS is not set, default GPU targets supported by ROCm6.1 will be used. +# To build against a subset of GFX architectures you can use the below env variable. +# Support MI300 (gfx940, gfx941, gfx942). +export GPU_ARCHS="gfx942" # Example +export GPU_ARCHS="gfx940;gfx941;gfx942" # Example + +# Pick and run build commands in the docker container: +# Build rocm-dev packages +make -f ROCm/rocm-build/ROCm.mk -j ${NPROC:-$(nproc)} rocm-dev +# Build all ROCm packages +make -f ROCm/rocm-build/ROCm.mk -j ${NPROC:-$(nproc)} all +# list all ROCm components to find required components +make -f ROCm/rocm-build/ROCm.mk list_components +# Build a single ROCm packages +make -f ROCm/rocm-build/ROCm.mk T_rocblas + +# Find built packages in ubuntu20.04: +out/ubuntu-20.04/20.04/deb/ +# Find built packages in ubuntu22.04: +out/ubuntu-22.04/22.04/deb/ + +# Find built logs in ubuntu20.04: +out/ubuntu-20.04/20.04/logs/ +# Find built logs in ubuntu22.04: +out/ubuntu-22.04/22.04/logs/ +# All logs pertaining to failed components, end with .errrors extension. +out/ubuntu-22.04/22.04/logs/rocblas.errors # Example +# All logs pertaining to building components, end with .inprogress extension. +out/ubuntu-22.04/22.04/logs/rocblas.inprogress # Example +# All logs pertaining to passed components, use the component names. +out/ubuntu-22.04/22.04/logs/rocblas # Example +``` +Note: [Overview for ROCm.mk](rocm-build/README.md) + ## ROCm documentation This repository contains the [manifest file](https://gerrit.googlesource.com/git-repo/+/HEAD/docs/manifest-format.md) diff --git a/rocm-build/README.md b/rocm-build/README.md new file mode 100644 index 000000000..9e95434b2 --- /dev/null +++ b/rocm-build/README.md @@ -0,0 +1,33 @@ +# Overview for ROCm.mk +This Makefile builds the various projects that makes up ROCm in the correct order. +It is expected to be run in an environment with the tooling set up. An easy way +to do this is to use Docker. + +# Targets +- all (default) +- rocm-dev (a subset of all) +- clean +- list_components +- help +- T_foo +- C_foo + + +# Makefile Variables +- PEVAL set to 1 to enable some Makefile debugging code. +- RELEASE\_FLAG set to "" to avoid passing "-r" to builds, effect is package defined. +- NOBUILD="foo bar" to avoid adding foo and bar into the dependencies of top level targets. They still may be + built if they are needed as dependencies of other top level targets. +- toplevel + +# Makefile assumptions + +## Requirements for package "foo" + +### program build\_foo.sh +- Should take option "-c" to clean +- Should take option "-r" to do a normal "RelWithDeb" build + +## For package "foo" we define some targets +- T\_foo - The main build target, calls "build\_foo.sh -r" +- C\_foo - Clean target, calls "build_foo.sh -c" diff --git a/rocm-build/ROCm.mk b/rocm-build/ROCm.mk new file mode 100644 index 000000000..041a173bc --- /dev/null +++ b/rocm-build/ROCm.mk @@ -0,0 +1,248 @@ +# Traditional first make target +all: + +# Use bash as a shell +# On Ubuntu sh is 'dash' +SHELL:=bash + +# Allow RELEASE_FLAG to be overwritten +RELEASE_FLAG?=-r + +# Set SANITIZER_FLAG for sanitizer +ASAN_DEP:= +ifeq (${ENABLE_ADDRESS_SANITIZER},true) + ASAN_DEP=lightning + SANITIZER_FLAG=-a +endif + +export INFRA_REPO:=ROCm/rocm-build + +OUT_DIR:=$(shell . ${INFRA_REPO}/envsetup.sh >/dev/null 2>&1 ; echo $${OUT_DIR}) +ROCM_INSTALL_PATH:=$(shell . ${INFRA_REPO}/envsetup.sh >/dev/null 2>&1 ; echo $${ROCM_INSTALL_PATH}) + +$(info OUT_DIR=${OUT_DIR}) +$(info ROCM_INSTALL_PATH=${ROCM_INSTALL_PATH}) + +# ------------------------------------------------------------------------- +# Internal stuff. Could be put in a different file to hide it. +# Internal macros, they need to be defined before being used. + +# The internal "eval" allows parts of the Makefile to be generated. +# Whilst it is possible to dump the effective Makefile, it can be +# hard to see where parts come from. Set up the "peval" macro which +# optionally prints out the generated makefile snippet and evaluate it. +# Use "make PEVAL=1 all" to see the things being evaluated. +ifeq (,${PEVAL}) + define peval = + $(eval $1) + endef +else + define peval = + $(eval $(info $1)$1) + endef +endif + +# macro to add dependencies. Saves having to put all the OUT_DIR/logs in +# The outer strip is to work around a gnu make 4.1 and earlier bug +# It should not be needed. +define adddep = +$(strip $(call peval,components+= $(1) $(2)) +$(foreach comp,$(strip $2),$(call peval,${OUT_DIR}/logs/${1}: ${OUT_DIR}/logs/${comp})) +) +endef +# End of internal stuff that is needed at the start of the file +# ------------------------------------------------------------------------- + +# Dependencies. These can be updated. Anything that is mentioned in +# either the args to the adddep macro will be added to components. as +# an example there is no need for the adddep of lightning, as it +# depends on nothing and at least one other component includes it. + +# Syntax. Up to the first comma everything is fixed. The "call" is a +# keyword to gnu make. The "adddep" is the name of the variable containing +# the macro. +# The second comma delimited argument is the target. +# The third comma delimited arg is the thing that the target depends on. +# It is a space seperated list with zero or more elements. + +$(call adddep,amd_smi_lib,${ASAN_DEP}) +$(call adddep,aqlprofile,${ASAN_DEP} hsa) +$(call adddep,clang-ocl,lightning rocm-cmake) +$(call adddep,comgr,lightning devicelibs) +$(call adddep,dbgapi,hsa comgr) +$(call adddep,devicelibs,lightning) +$(call adddep,hip_on_rocclr,${ASAN_DEP} rocclr rocprofiler-register) +$(call adddep,hipcc,) +$(call adddep,hipify_clang,hip_on_rocclr lightning) +$(call adddep,hsa,${ASAN_DEP} thunk lightning devicelibs rocprofiler-register) +$(call adddep,lightning,) +$(call adddep,opencl_on_rocclr,${ASAN_DEP} rocclr) +$(call adddep,openmp_extras,thunk lightning devicelibs hsa) +$(call adddep,rdc,${ASAN_DEP} rocm_smi_lib hsa rocprofiler) +$(call adddep,rocclr,${ASAN_DEP} hsa comgr hipcc rocprofiler-register) +$(call adddep,rocm_bandwidth_test,${ASAN_DEP} hsa) +$(call adddep,rocm_smi_lib,${ASAN_DEP}) +$(call adddep,rocm-cmake,${ASAN_DEP}) +$(call adddep,rocm-core,${ASAN_DEP}) +$(call adddep,rocm-gdb,dbgapi) +$(call adddep,rocminfo,${ASAN_DEP} hsa) +$(call adddep,rocprofiler-register,${ASAN_DEP}) +$(call adddep,rocprofiler,${ASAN_DEP} hsa roctracer aqlprofile opencl_on_rocclr hip_on_rocclr comgr dbgapi rocm_smi_lib) +$(call adddep,rocr_debug_agent,${ASAN_DEP} hip_on_rocclr hsa dbgapi) +$(call adddep,roctracer,${ASAN_DEP} hsa hip_on_rocclr) +$(call adddep,thunk,${ASAN_DEP}) + +# rocm-dev points to all possible last finish components of Stage1 build. +rocm-dev-components :=rdc hipify_clang openmp_extras \ + rocm-core amd_smi_lib hipcc clang-ocl \ + rocm_bandwidth_test rocr_debug_agent rocm-gdb +$(call adddep,rocm-dev,$(filter-out ${NOBUILD},${rocm-dev-components})) + +$(call adddep,amdmigraphx,hip_on_rocclr half rocblas miopen-hip lightning hipcc) +$(call adddep,composable_kernel,lightning hipcc hip_on_rocclr rocm-cmake) +$(call adddep,half,rocm-cmake) +$(call adddep,hipblas,hip_on_rocclr rocblas rocsolver lightning hipcc) +$(call adddep,hipblaslt,hip_on_rocclr openmp_extras hipblas lightning hipcc) +$(call adddep,hipcub,hip_on_rocclr rocprim lightning hipcc) +$(call adddep,hipfft,hip_on_rocclr openmp_extras rocfft rocrand hiprand lightning hipcc) +$(call adddep,hipfort,rocblas hipblas rocsparse hipsparse rocfft hipfft rocrand hiprand rocsolver hipsolver lightning hipcc) +$(call adddep,hiprand,hip_on_rocclr rocrand lightning hipcc) +$(call adddep,hipsolver,hip_on_rocclr rocblas rocsolver rocsparse lightning hipcc hipsparse) +$(call adddep,hipsparse,hip_on_rocclr rocsparse lightning hipcc) +$(call adddep,hipsparselt,hip_on_rocclr hipsparse lightning hipcc openmp_extras) +$(call adddep,hiptensor,hip_on_rocclr composable_kernel lightning hipcc) +$(call adddep,miopen-deps,lightning hipcc) +$(call adddep,miopen-hip,composable_kernel half hip_on_rocclr miopen-deps rocblas roctracer lightning hipcc) +$(call adddep,mivisionx,amdmigraphx miopen-hip rpp lightning hipcc) +$(call adddep,rccl,hip_on_rocclr hsa lightning hipcc rocm_smi_lib hipify_clang) +$(call adddep,rocalution,rocblas rocsparse rocrand lightning hipcc) +$(call adddep,rocblas,hip_on_rocclr openmp_extras lightning hipcc) +$(call adddep,rocdecode,hip_on_rocclr lightning hipcc) +$(call adddep,rocfft,hip_on_rocclr rocrand hiprand lightning hipcc openmp_extras) +$(call adddep,rocmvalidationsuite,hip_on_rocclr hsa rocblas rocm-core lightning hipcc rocm_smi_lib) +$(call adddep,rocprim,hip_on_rocclr lightning hipcc) +$(call adddep,rocrand,hip_on_rocclr lightning hipcc) +$(call adddep,rocsolver,hip_on_rocclr rocblas rocsparse lightning hipcc) +$(call adddep,rocsparse,hip_on_rocclr rocprim lightning hipcc) +$(call adddep,rocthrust,hip_on_rocclr rocprim lightning hipcc) +$(call adddep,rocwmma,hip_on_rocclr rocblas lightning hipcc rocm-cmake rocm_smi_lib) +$(call adddep,rpp,half lightning hipcc openmp_extras) + + +# ------------------------------------------------------------------------- +# The rest of the file is internal +# Do not pass jobserver params if -n build +ifneq (,$(findstring n,${MAKEFLAGS})) +RMAKE:= +else +RMAKE := + +endif + + +# disable the builtin rules +.SUFFIXES: + +# Linear +# include moredeps + +# A macro to define a toplevel target, add it to the 'all' target +# Make it depend on the generated log. Generate the log of the build. + +# See if the macro is already defined, if so don't touch it. +# As GNU make allows more than one makefile to be specified with "-f" +# one could put an alternative definition of "toplevel" in a different +# file or even the environment, and use the data in this file for other +# purposes. Uses might include generating output in "dot" format for +# showing the dependency graph, or having a wrapper script to run programs +# to generate code quality tools. +ifeq (${toplevel},) +# { Start of test to see if toplevel is defined +define toplevel = + +# The "target" make, this builds the package if it is out of date +T_$1: ${OUT_DIR}/logs/$1 FRC + : $1 built + +# The "upload" for $1, it uploads the packages for $1 to the central storage +U_$1: T_$1 FRC + source $${INFRA_REPO}/envsetup.sh && $${INFRA_REPO}/upload_packages.sh "$1" + : $1 uploaded + +# The "clean" for $1, it just marks the target as not existing so it will be built +# in the future. +C_$1: FRC + rm -f ${OUT_DIR}/logs/$1 ${OUT_DIR}/logs/$1.repackaged + +# parallel build { +${OUT_DIR}/logs/$1: | ${OUT_DIR}/logs +ifneq ($(wildcard ${OUT_DIR}/logs/$1.repackaged),) + @echo Skipping build of $1 as it has already been repackaged + cat $$@.repackaged > $$@ + rm -f $$@.repackaged +else # } { + @echo $1 started due to $$? | sed "s:${OUT_DIR}/logs/::g" +# Build in a subshell so we get the time output +# Pass in jobserver info using the RMAKE variable + ${RMAKE}@( if set -x && source $${INFRA_REPO}/envsetup.sh && \ + rm -f $$@.errors $$@ $$@.repackaged && \ + $${INFRA_REPO}/build_$1.sh -c && source $${INFRA_REPO}/ccache-env-mathlib.sh && \ + time bash -x $${INFRA_REPO}/build_$1.sh $${RELEASE_FLAG} $${SANITIZER_FLAG} && $${INFRA_REPO}/post_inst_pkg.sh "$1" ; \ + then mv $$@.inprogress $$@ ; \ + else mv $$@.inprogress $$@.errors ; echo Error in $1 >&2 ; exit 1 ;\ + fi ) > $$@.inprogress 2>&1 +endif # } + +# end of toplevel macro +endef +# } End of test to see if toplevel is defined +endif + +components:=$(sort $(components)) + +# Create all the T_xxxx and C_xxxx targets +$(call peval,$(foreach dep,$(strip ${components}),$(call toplevel,${dep}))) + +# Add all the T_xxxx targets to "all" except those listed in NOBUILD +# Note this does not prohibit them from being built, it just means that +# a build of "all" will not force them to be built directly +# example command +# make -f jenkins-utils/scripts/Stage1.mk -j60 + +##help all: Build everything +all: $(addprefix T_,$(filter-out ${NOBUILD},${components})) + @echo All ROCm components built +# Do not document this target +upload: $(addprefix U_,${components}) + @echo All ROCm components built and uploaded + +##help rocm-dev: Build a subset of ROCm +rocm-dev: T_rocm-dev + @echo rocm-dev built + +${OUT_DIR}/logs: + sudo mkdir -p -m 775 "${ROCM_INSTALL_PATH}" && \ + sudo chown -R "$(shell id -u):$(shell id -g)" "${ROCM_INSTALL_PATH}" + sudo chown -R "$(shell id -u):$(shell id -g)" "/home/$(shell id -un)" + mkdir -p "${@}" + mkdir -p ${HOME}/.ccache + +##help clean: remove the output directory and recreate it +clean: + [ -n "${OUT_DIR}" ] && rm -rf "${OUT_DIR}" + mkdir -p ${OUT_DIR}/logs + +.SECONDARY: ${components:%=${OUT_DIR}/logs/%} + +.PHONY: all clean repack help list_components + +##help list_components: output the list of components +##help : Hint make list_components | paste - - - | column -t +list_components: + @echo "${components}" | sed 'y/ /\n/' + +##help help: show this text +help: + @sed -n 's/^##help //p' ${MAKEFILE_LIST} | \ + if type -t column > /dev/null ; then column -s: -t ; else cat ; fi + +FRC: diff --git a/rocm-build/build_amd_smi_lib.sh b/rocm-build/build_amd_smi_lib.sh new file mode 100755 index 000000000..68a45b237 --- /dev/null +++ b/rocm-build/build_amd_smi_lib.sh @@ -0,0 +1,145 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [-c|-r|-h] [makeopts]" + echo + echo "Options:" + echo " -c, --clean Removes all amd_smi build artifacts" + echo " -r, --release Build non-debug version amd_smi (default is debug)" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo " -p, --package Specify packaging format" + echo " -h, --help Prints this help" + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +PACKAGE_ROOT="$(getPackageRoot)" +TARGET="build" + +PACKAGE_LIB=$(getLibPath) +PACKAGE_INCLUDE="$(getIncludePath)" + +AMDSMI_BUILD_DIR=$(getBuildPath amdsmi) +AMDSMI_PACKAGE_DEB_DIR="$(getPackageRoot)/deb/amdsmi" +AMDSMI_PACKAGE_RPM_DIR="$(getPackageRoot)/rpm/amdsmi" +AMDSMI_BUILD_TYPE="debug" +BUILD_TYPE="Debug" + +MAKETARGET="deb" +MAKEARG="$DASH_JAY O=$AMDSMI_BUILD_DIR" +AMDSMI_MAKE_OPTS="$DASH_JAY O=$AMDSMI_BUILD_DIR -C $AMDSMI_BUILD_DIR" +AMDSMI_PKG_NAME="amd-smi-lib" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +PKGTYPE="deb" + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on + # TODO - support standard option of passing cmake environment vars - CFLAGS,CXXFLAGS etc., to enable address sanitizer + ADDRESS_SANITIZER=true ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; # end delimiter + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_amdsmi() { + rm -rf "$AMDSMI_BUILD_DIR" + rm -rf "$AMDSMI_PACKAGE_DEB_DIR" + rm -rf "$AMDSMI_PACKAGE_RPM_DIR" + rm -rf "$PACKAGE_ROOT/amd_smi" + rm -rf "$PACKAGE_INCLUDE/amd_smi" + rm -f $PACKAGE_LIB/libamd_smi.* + return 0 +} + +build_amdsmi() { + echo "Building AMDSMI" + echo "AMDSMI_BUILD_DIR: ${AMDSMI_BUILD_DIR}" + if [ ! -d "$AMDSMI_BUILD_DIR" ]; then + mkdir -p $AMDSMI_BUILD_DIR + pushd $AMDSMI_BUILD_DIR + print_lib_type $SHARED_LIBS + cmake \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + $(rocm_common_cmake_params) \ + $(rocm_cmake_params) \ + -DENABLE_LDCONFIG=OFF \ + -DAMD_SMI_PACKAGE="${AMDSMI_PKG_NAME}" \ + -DCPACK_PACKAGE_VERSION_MAJOR="1" \ + -DCPACK_PACKAGE_VERSION_MINOR="$ROCM_LIBPATCH_VERSION" \ + -DCPACK_PACKAGE_VERSION_PATCH="0" \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + -DBUILD_TESTS=ON \ + "$AMD_SMI_LIB_ROOT" + popd + fi + + echo "Making amd_smi package:" + cmake --build "$AMDSMI_BUILD_DIR" -- $AMDSMI_MAKE_OPTS + cmake --build "$AMDSMI_BUILD_DIR" -- $AMDSMI_MAKE_OPTS install + cmake --build "$AMDSMI_BUILD_DIR" -- $AMDSMI_MAKE_OPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$AMDSMI_PACKAGE_DEB_DIR" $AMDSMI_BUILD_DIR/*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$AMDSMI_PACKAGE_RPM_DIR" $AMDSMI_BUILD_DIR/*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${AMDSMI_PACKAGE_DEB_DIR};; + ("rpm") + echo ${AMDSMI_PACKAGE_RPM_DIR};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean_amdsmi ;; + (build) build_amdsmi ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" +exit 0 diff --git a/rocm-build/build_amdmigraphx.sh b/rocm-build/build_amdmigraphx.sh new file mode 100755 index 000000000..9ddad2151 --- /dev/null +++ b/rocm-build/build_amdmigraphx.sh @@ -0,0 +1,54 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src AMDMIGraphX + +build_amdmigraphx() { + echo "Start build" + + cd $COMPONENT_SRC + + pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + mkdir -p ${BUILD_DIR} && rm -rf ${BUILD_DIR}/* && mkdir -p ${HOME}/amdmigraphx && rm -rf ${HOME}/amdmigraphx/* + rbuild package -d "${HOME}/amdmigraphx" -B "${BUILD_DIR}" \ + --cxx="${ROCM_PATH}/llvm/bin/clang++" \ + --cc="${ROCM_PATH}/llvm/bin/clang" \ + $(rocm_common_cmake_params) \ + -DCMAKE_MODULE_LINKER_FLAGS="-Wl,--enable-new-dtags -Wl,--rpath,$ROCM_LIB_RPATH" \ + -DGPU_TARGETS="${GPU_TARGETS}" \ + -DCMAKE_INSTALL_RPATH="" + + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + cd $BUILD_DIR && cmake --build . -- install -j${PROC} + + show_build_cache_stats +} + +clean_amdmigraphx() { + echo "Cleaning AMDMIGraphX build directory: ${BUILD_DIR} ${DEPS_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$DEPS_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_amdmigraphx ;; + outdir) print_output_directory ;; + clean) clean_amdmigraphx ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_aqlprofile.sh b/rocm-build/build_aqlprofile.sh new file mode 100755 index 000000000..61f073f7b --- /dev/null +++ b/rocm-build/build_aqlprofile.sh @@ -0,0 +1,150 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: ${BASH_SOURCE##*/} [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +API_NAME="hsa-amd-aqlprofile" +PACKAGE_DEB="$(getPackageRoot)/deb/$API_NAME" +PROJ_NAME="$API_NAME" +TARGET="build" +BUILD_TYPE="Debug" +MAKETARGET="deb" +MAKE_OPTS="$DASH_JAY -C $BUILD_DIR" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0 +MAKETARGET="deb" +PKGTYPE="deb" + +VALID_STR=$(getopt -o hcro:p: --long help,clean,release,clean,outdir:,package: -- "$@") +eval set -- "$VALID_STR" + +while true; do + case "$1" in + -h | --help) + printUsage + exit 0 + ;; + -c | --clean) + TARGET="clean" + ((CLEAN_OR_OUT |= 1)) + shift + ;; + -r | --release) + BUILD_TYPE="Release" + shift + ;; + -o | --outdir) + TARGET="outdir" + PKGTYPE=$2 + OUT_DIR_SPECIFIED=1 + ((CLEAN_OR_OUT |= 2)) + shift 2 + ;; + --) + shift + break + ;; + *) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] " >&2 + exit 20 + ;; + esac + +done + +copy_pkg_files_to_rocm() { + local comp_folder=$1 + local comp_pkg_name=$2 + + cd "${OUT_DIR}/${PKGTYPE}/${comp_folder}"|| exit 2 + if [ "${PKGTYPE}" = 'deb' ]; then + dpkg-deb -x ${comp_pkg_name}_*.deb pkg/ + else + mkdir pkg && pushd pkg/ || exit 2 + if [[ "${comp_pkg_name}" != *-dev* ]]; then + rpm2cpio ../${comp_pkg_name}-*.rpm | cpio -idmv + else + rpm2cpio ../${comp_pkg_name}el-*.rpm | cpio -idmv + fi + popd || exit 2 + fi + ls ./pkg -alt + sudo cp -r ./pkg/*/rocm*/* "${ROCM_PATH}" || exit 2 + rm -rf pkg/ +} + +clean() { + echo "Cleaning $PROJ_NAME package" + rm -rf "$PACKAGE_DEB" +} + +build() { + echo "Downloading $PROJ_NAME" package + if [ "$DISTRO_NAME" = ubuntu ]; then + mkdir -p "$PACKAGE_DEB" + local rocm_ver=${ROCM_VERSION} + if [ ${ROCM_VERSION##*.} = 0 ]; then + rocm_ver=${ROCM_VERSION%.*} + fi + local url="https://repo.radeon.com/rocm/apt/${rocm_ver}/pool/main/h/${API_NAME}/" + local package + package=$(curl -s "$url" | grep -Po 'href="\K[^"]*' | grep "${DISTRO_RELEASE}" | head -n 1) + + if [ -z "$package" ]; then + echo "No package found for Ubuntu version $DISTRO_RELEASE" + exit 1 + fi + + wget -t3 -P "$PACKAGE_DEB" "${url}${package}" + copy_pkg_files_to_rocm ${API_NAME} ${API_NAME} + else + echo "$DISTRO_ID is not supported..." + exit 2 + fi + + echo "Installing $PROJ_NAME" package +} + +print_output_directory() { + case ${PKGTYPE} in + "deb") + echo ${PACKAGE_DEB} + ;; + "rpm") + echo ${PACKAGE_RPM} + ;; + *) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2 + exit 1 + ;; + esac + exit +} + +case "$TARGET" in +clean) clean ;; +build) build ;; +outdir) print_output_directory ;; +*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_clang-ocl.sh b/rocm-build/build_clang-ocl.sh new file mode 100755 index 000000000..25f2e6dba --- /dev/null +++ b/rocm-build/build_clang-ocl.sh @@ -0,0 +1,136 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [-c|-r|-h] [makeopts]" + echo + echo "Options:" + echo " -c, --clean Removes all clang-ocl build artifacts" + echo " -r, --release Build non-debug version clang-ocl (default is debug)" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo + + return 0 +} + + +TARGET="build" +CLANG_OCL_DEST="$(getBinPath)" +CLANG_OCL_SRC_ROOT="$CLANG_OCL_ROOT" +CLANG_OCL_BUILD_DIR="$(getBuildPath clang-ocl)" + +MAKEARG="$DASH_JAY" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_UTILS="$(getUtilsPath)" +CLANG_OCL_PACKAGE_DEB="$PACKAGE_ROOT/deb/clang-ocl" +CLANG_OCL_PACKAGE_RPM="$PACKAGE_ROOT/rpm/clang-ocl" +BUILD_TYPE="Debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso:g: --long help,clean,release,clean,static,address_sanitizer,outdir:,gpu_list: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + MAKEARG="$MAKEARG BUILD_TYPE=rel" ; BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-g | --gpu_list ) + GPU_LIST=$2; shift 2 ;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_clang-ocl() { + echo "Removing clang-ocl" + rm -rf $CLANG_OCL_DEST/clang-ocl + rm -rf $CLANG_OCL_BUILD_DIR + rm -rf $CLANG_OCL_PACKAGE_DEB + rm -rf $CLANG_OCL_PACKAGE_RPM +} + +build_clang-ocl() { + if [ ! -d "$CLANG_OCL_BUILD_DIR" ]; then + mkdir -p $CLANG_OCL_BUILD_DIR + pushd $CLANG_OCL_BUILD_DIR + + if [ -e $PACKAGE_ROOT/lib/bitcode/opencl.amdgcn.bc ]; then + BC_DIR="$ROCM_INSTALL_PATH/lib" + else + BC_DIR="$ROCM_INSTALL_PATH/amdgcn/bitcode" + fi + + cmake \ + $(rocm_cmake_params) \ + -DDISABLE_CHECKS="ON" \ + -DCLANG_BIN="$ROCM_INSTALL_PATH/llvm/bin" \ + -DBITCODE_DIR="$BC_DIR" \ + $(rocm_common_cmake_params) \ + -DCPACK_SET_DESTDIR="OFF" \ + $CLANG_OCL_SRC_ROOT + + echo "Making clang-ocl:" + cmake --build . -- $MAKEARG + cmake --build . -- $MAKEARG install + cmake --build . -- $MAKEARG package + popd + fi + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$CLANG_OCL_PACKAGE_DEB" $CLANG_OCL_BUILD_DIR/rocm-clang-ocl*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$CLANG_OCL_PACKAGE_RPM" $CLANG_OCL_BUILD_DIR/rocm-clang-ocl*.rpm +} + + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${CLANG_OCL_PACKAGE_DEB};; + ("rpm") + echo ${CLANG_OCL_PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_clang-ocl ;; + (build) build_clang-ocl ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" +exit 0 + diff --git a/rocm-build/build_comgr.sh b/rocm-build/build_comgr.sh new file mode 100755 index 000000000..256af4415 --- /dev/null +++ b/rocm-build/build_comgr.sh @@ -0,0 +1,151 @@ +#!/bin/bash +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -l, --link_llvm_static Link to LLVM statically. Default is to dynamically link to LLVM; requires that LLVM dylibs are created." + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +API_NAME=amd_comgr +PROJ_NAME=$API_NAME +LIB_NAME=lib${API_NAME} +TARGET=build +MAKETARGET=deb +PACKAGE_ROOT=$(getPackageRoot) +PACKAGE_LIB=$(getLibPath) +PACKAGE_INCLUDE=$(getIncludePath) +BUILD_DIR=$(getBuildPath $API_NAME) +PACKAGE_DEB=$(getPackageRoot)/deb/$API_NAME +PACKAGE_RPM=$(getPackageRoot)/rpm/$API_NAME +PACKAGE_PREFIX=$ROCM_INSTALL_PATH +BUILD_TYPE=Debug +MAKE_OPTS="$DASH_JAY CTEST_OUTPUT_ON_FAILURE=1 -C $BUILD_DIR" +VERBOSE_OPTS="AMD_COMGR_EMIT_VERBOSE_LOGS=1 AMD_COMGR_REDIRECT_LOGS=stdout" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +PKGTYPE="deb" +MAKETARGET="deb" + +LINK_LLVM_DYLIB="OFF" + +VALID_STR=`getopt -o hcraslo:p: --long help,clean,release,address_sanitizer,static,link_llvm_static,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-l | --link_llvm_static) + LINK_LLVM_DYLIB="OFF"; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; # end delimiter + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean() { + echo "Cleaning $PROJ_NAME" + + rm -rf $BUILD_DIR + rm -rf $PACKAGE_DEB + rm -rf $PACKAGE_RPM + rm -rf $PACKAGE_ROOT/${PROJ_NAME} + rm -rf $PACKAGE_LIB/${LIB_NAME}* +} + +build() { + echo "Building $PROJ_NAME" + + mkdir -p "$BUILD_DIR" + pushd "$BUILD_DIR" + if [ "$SHARED_LIBS" == "OFF" ] + then + echo " Building Archive " + else + echo " Building Shared Object " + fi + + cmake \ + $(rocm_cmake_params) \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + $(rocm_common_cmake_params) \ + -DCMAKE_DISABLE_FIND_PACKAGE_hip=TRUE \ + -DCMAKE_CTEST_ARGUMENTS="--exclude-regex;multithread_test" \ + -DLLVM_LINK_LLVM_DYLIB=$LINK_LLVM_DYLIB \ + -DLLVM_ENABLE_LIBCXX=$LINK_LLVM_DYLIB \ + $COMGR_ROOT + + popd + cmake --build "$BUILD_DIR" -- $MAKE_OPTS + cmake --build "$BUILD_DIR" -- $MAKE_OPTS $VERBOSE_OPTS test + cmake --build "$BUILD_DIR" -- $MAKE_OPTS install + cmake --build "$BUILD_DIR" -- $MAKE_OPTS package + + mkdir -p $PACKAGE_LIB + cp -R $BUILD_DIR/${LIB_NAME}* $PACKAGE_LIB + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" $BUILD_DIR/comgr*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" $BUILD_DIR/comgr*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} +verifyEnvSetup + +case $TARGET in + (clean) clean ;; + (build) build ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_composable_kernel.sh b/rocm-build/build_composable_kernel.sh new file mode 100755 index 000000000..577c2c6b2 --- /dev/null +++ b/rocm-build/build_composable_kernel.sh @@ -0,0 +1,185 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src composable_kernel + +build_miopen_ck() { + echo "Start Building Composable Kernel" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd $COMPONENT_SRC + mkdir "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + if [ "${ASAN_CMAKE_PARAMS}" == "true" ] ; then + cmake -DBUILD_DEV=OFF \ + -DCMAKE_BUILD_TYPE=${BUILD_TYPE:-'RelWithDebInfo'} \ + -DCMAKE_CXX_COMPILER=${ROCM_PATH}/llvm/bin/clang++ \ + -DCMAKE_CXX_FLAGS=" -O3 " \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH%-*}/lib/cmake;${ROCM_PATH%-*}/$ASAN_LIBDIR;${ROCM_PATH%-*}/llvm;${ROCM_PATH%-*}" \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT="-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_LIB_RPATH" \ + -DCMAKE_EXE_LINKER_FLAGS_INIT="-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_EXE_RPATH" \ + -DCMAKE_VERBOSE_MAKEFILE=1 \ + -DCMAKE_INSTALL_RPATH_USE_LINK_PATH=FALSE \ + -DCMAKE_INSTALL_PREFIX=${ROCM_PATH} \ + -DCMAKE_PACKAGING_INSTALL_PREFIX=${ROCM_PATH} \ + -DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF \ + -DROCM_SYMLINK_LIBS=OFF \ + -DCPACK_PACKAGING_INSTALL_PREFIX=${ROCM_PATH} \ + -DROCM_DISABLE_LDCONFIG=ON \ + -DROCM_PATH=${ROCM_PATH} \ + -DCPACK_GENERATOR="${PKGTYPE^^}" \ + ${LAUNCHER_FLAGS} \ + -DINSTANCES_ONLY=ON \ + -DENABLE_ASAN_PACKAGING=true \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + "$COMPONENT_SRC" + else + cmake -DBUILD_DEV=OFF \ + -DCMAKE_BUILD_TYPE=Release \ + -DCMAKE_CXX_COMPILER=${ROCM_PATH}/llvm/bin/clang++ \ + -DCMAKE_CXX_FLAGS=" -O3 " \ + -DCMAKE_PREFIX_PATH=${ROCM_PATH%-*} \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT='-Wl,--enable-new-dtags,--rpath,$ORIGIN' \ + -DCMAKE_EXE_LINKER_FLAGS_INIT='-Wl,--enable-new-dtags,--rpath,$ORIGIN/../lib' \ + -DCMAKE_VERBOSE_MAKEFILE=1 \ + -DCMAKE_INSTALL_RPATH_USE_LINK_PATH=FALSE \ + -DCMAKE_INSTALL_PREFIX=${ROCM_PATH} \ + -DCMAKE_PACKAGING_INSTALL_PREFIX=${ROCM_PATH} \ + -DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF \ + -DROCM_SYMLINK_LIBS=OFF \ + -DCPACK_PACKAGING_INSTALL_PREFIX=${ROCM_PATH} \ + -DROCM_DISABLE_LDCONFIG=ON \ + -DROCM_PATH=${ROCM_PATH} \ + -DCPACK_GENERATOR="${PKGTYPE^^}" \ + ${LAUNCHER_FLAGS} \ + -DINSTANCES_ONLY=ON \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + "$COMPONENT_SRC" + fi + + cmake --build . -- -j${PROC} package + cmake --build "$BUILD_DIR" -- install + mkdir -p $PACKAGE_DIR && cp ./*.${PKGTYPE} $PACKAGE_DIR + rm -rf * +} + +unset_asan_env_vars() { + ASAN_CMAKE_PARAMS="false" + export ADDRESS_SANITIZER="OFF" + export LD_LIBRARY_PATH="" + export ASAN_OPTIONS="" +} + +set_address_sanitizer_off() { + export CFLAGS="" + export CXXFLAGS="" + export LDFLAGS="" +} + +build_miopen_ckProf() { + ENABLE_ADDRESS_SANITIZER=false + echo "Start Building Composable Kernel Profiler" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + else + unset_asan_env_vars + set_address_sanitizer_off + fi + + cd $COMPONENT_SRC + cd "$BUILD_DIR" + rm -rf * + + architectures='gfx10 gfx11 gfx90 gfx94' + if [ -n "$GPU_ARCHS" ]; then + architectures=$(echo ${GPU_ARCHS} | awk -F';' '{for(i=1;i<=NF;i++) a[substr($i,1,5)]} END{for(i in a) printf i" "}') + else + architectures='gfx10 gfx11 gfx90 gfx94' + fi + + for arch in ${architectures} + do + if [ "${ASAN_CMAKE_PARAMS}" == "true" ] ; then + cmake -DBUILD_DEV=OFF \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH%-*}/lib/cmake;${ROCM_PATH%-*}/$ASAN_LIBDIR;${ROCM_PATH%-*}/llvm;${ROCM_PATH%-*}" \ + -DCMAKE_BUILD_TYPE=${BUILD_TYPE:-'RelWithDebInfo'} \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT="-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_LIB_RPATH" \ + -DCMAKE_EXE_LINKER_FLAGS_INIT="-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_EXE_RPATH" \ + -DCMAKE_VERBOSE_MAKEFILE=1 \ + -DCMAKE_INSTALL_RPATH_USE_LINK_PATH=FALSE \ + -DCMAKE_INSTALL_PREFIX="${ROCM_PATH}" \ + -DCMAKE_PACKAGING_INSTALL_PREFIX="${ROCM_PATH}" \ + -DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF \ + -DROCM_SYMLINK_LIBS=OFF \ + -DCPACK_PACKAGING_INSTALL_PREFIX="${ROCM_PATH}" \ + -DROCM_DISABLE_LDCONFIG=ON \ + -DROCM_PATH="${ROCM_PATH}" \ + -DCPACK_GENERATOR="${PKGTYPE^^}" \ + -DCMAKE_CXX_COMPILER="${ROCM_PATH}/llvm/bin/clang++" \ + -DCMAKE_C_COMPILER="${ROCM_PATH}/llvm/bin/clang" \ + ${LAUNCHER_FLAGS} \ + -DPROFILER_ONLY=ON \ + -DENABLE_ASAN_PACKAGING=true \ + -DGPU_ARCH="${arch}" \ + "$COMPONENT_SRC" + else + cmake -DBUILD_DEV=OFF \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH%-*}" \ + -DCMAKE_BUILD_TYPE=Release \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT='-Wl,--enable-new-dtags,--rpath,$ORIGIN' \ + -DCMAKE_EXE_LINKER_FLAGS_INIT='-Wl,--enable-new-dtags,--rpath,$ORIGIN/../lib' \ + -DCMAKE_VERBOSE_MAKEFILE=1 \ + -DCMAKE_INSTALL_RPATH_USE_LINK_PATH=FALSE \ + -DCMAKE_INSTALL_PREFIX="${ROCM_PATH}" \ + -DCMAKE_PACKAGING_INSTALL_PREFIX="${ROCM_PATH}" \ + -DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF \ + -DROCM_SYMLINK_LIBS=OFF \ + -DCPACK_PACKAGING_INSTALL_PREFIX="${ROCM_PATH}" \ + -DROCM_DISABLE_LDCONFIG=ON \ + -DROCM_PATH="${ROCM_PATH}" \ + -DCPACK_GENERATOR="${PKGTYPE^^}" \ + -DCMAKE_CXX_COMPILER="${ROCM_PATH}/llvm/bin/clang++" \ + -DCMAKE_C_COMPILER="${ROCM_PATH}/llvm/bin/clang" \ + ${LAUNCHER_FLAGS} \ + -DPROFILER_ONLY=ON \ + -DGPU_ARCH="${arch}" \ + "$COMPONENT_SRC" + fi + + cmake --build . -- -j${PROC} package + cp ./*ckprofiler*.${PKGTYPE} $PACKAGE_DIR + rm -rf * + done + rm -rf _CPack_Packages/ && find -name '*.o' -delete + + echo "Finished building Composable Kernel" + show_build_cache_stats +} + +clean_miopen_ck() { + echo "Cleaning MIOpen-CK build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_miopen_ck; build_miopen_ckProf;; + outdir) print_output_directory ;; + clean) clean_miopen_ck ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_dbgapi.sh b/rocm-build/build_dbgapi.sh new file mode 100755 index 000000000..352331195 --- /dev/null +++ b/rocm-build/build_dbgapi.sh @@ -0,0 +1,159 @@ +#!/bin/bash +source "${BASH_SOURCE%/*}/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE[0]}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " --enable-assertions Enable assertions" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -M, --skip_man_pages Do not build the 'docs' target" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +API_NAME=rocm-dbgapi +AMD_DBGAPI_NAME=amd-dbgapi +MAKEINSTALL_MANIFEST=makeinstall_manifest.txt +PROJ_NAME=$API_NAME +LIB_NAME=lib${API_NAME}.so +TARGET=build +MAKETARGET=deb +PACKAGE_ROOT=$(getPackageRoot) +PACKAGE_LIB=$(getLibPath) +PACKAGE_INCLUDE=$(getIncludePath) +BUILD_DIR=$(getBuildPath $API_NAME) +PACKAGE_DEB=$(getPackageRoot)/deb/$API_NAME +PACKAGE_RPM=$(getPackageRoot)/rpm/$API_NAME +BUILD_TYPE=Debug +MAKE_OPTS=($DASH_JAY -C "$BUILD_DIR") +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" +DODOCSBUILD=true + +VALID_STR=$(getopt -o hcraso:p:M --long help,clean,release,enable-assertions,static,address_sanitizer,outdir:,package:skip_man_pages -- "$@") +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ;; + (-r | --release) + ENABLE_ASSERTIONS=${ENABLE_ASSERTIONS:-"Off"} ; + BUILD_TYPE="RelWithDebInfo" ;; + ( --enable-assertions) + ENABLE_ASSERTIONS="On" ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ;; + (-s | --static) + SHARED_LIBS="OFF" ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; ((CLEAN_OR_OUT|=2)) ; shift 1 ;; + (-M | --skip_man_pages) DODOCSBUILD=false;; + (-p | --package) + MAKETARGET="$2" ; shift 1;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + shift + +done + +check_conflicting_options $CLEAN_OR_OUT "$PKGTYPE" "$MAKETARGET" +if [ "$RET_CONFLICT" -ge 30 ]; then + print_vars "$API_NAME" "$TARGET" "$BUILD_TYPE" "$SHARED_LIBS" "$CLEAN_OR_OUT" "$PKGTYPE" "$MAKETARGET" + exit "$RET_CONFLICT" +fi + +clean() { + echo "Cleaning $PROJ_NAME" + if [ -e "$BUILD_DIR/$MAKEINSTALL_MANIFEST" ] ; then + xargs rm -f < "$BUILD_DIR/$MAKEINSTALL_MANIFEST" + fi + rm -rf "$BUILD_DIR" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" + rm -rf "${PACKAGE_ROOT:?}/${PROJ_NAME}" + rm -rf "${PACKAGE_LIB:?}/${LIB_NAME}"* + rm -rf "${PACKAGE_LIB:?}/cmake/${AMD_DBGAPI_NAME}" + rm -rf "${PACKAGE_INCLUDE:?}/${AMD_DBGAPI_NAME}" +} + +build() { + if [ ! -e "$ROCM_DBGAPI_ROOT/CMakeLists.txt" ] + then + echo " No $ROCM_DBGAPI_ROOT/CMakeLists.txt file, skipping rocm-dbgapi" >&2 + echo " No $ROCM_DBGAPI_ROOT/CMakeLists.txt file, skipping rocm-dbgapi" + exit 0 + fi + echo "Building $PROJ_NAME" + + mkdir -p "$BUILD_DIR" + pushd "$BUILD_DIR" || exit 99 + + cmake \ + $(rocm_cmake_params) \ + $(rocm_common_cmake_params) \ + -DENABLE_ASSERTIONS=${ENABLE_ASSERTIONS:-"On"} \ + "$ROCM_DBGAPI_ROOT" + + popd || exit 99 + cmake --build "$BUILD_DIR" -- "${MAKE_OPTS[@]}" + "$DODOCSBUILD" && cmake --build "$BUILD_DIR" -- "${MAKE_OPTS[@]}" doc + cmake --build "$BUILD_DIR" -- "${MAKE_OPTS[@]}" install + + mv "$BUILD_DIR/install_manifest.txt" "$BUILD_DIR/$MAKEINSTALL_MANIFEST" + cmake --build "$BUILD_DIR" -- "${MAKE_OPTS[@]}" package + + mkdir -p "$PACKAGE_LIB" + ( + shopt -s nullglob + cp -R "$BUILD_DIR/lib/${LIB_NAME}"* "$BUILD_DIR/${LIB_NAME}"* "$PACKAGE_LIB" + ) + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" "$BUILD_DIR/${API_NAME}"*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" "$BUILD_DIR/${API_NAME}"*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean ;; + (build) build ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_devicelibs.sh b/rocm-build/build_devicelibs.sh new file mode 100755 index 000000000..4d206fad5 --- /dev/null +++ b/rocm-build/build_devicelibs.sh @@ -0,0 +1,140 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Build a release version of the package" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo + + return 0 +} +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_BIN="$(getBinPath)" +PACKAGE_LIB="$(getLibPath)" +BUILD_PATH="$(getBuildPath devicelibs)" +INSTALL_PATH="$(getPackageRoot)" +LIGHTNING_BUILD_PATH="$(getBuildPath lightning)" +DEB_PATH="$(getDebPath devicelibs)" +RPM_PATH="$(getRpmPath devicelibs)" +AMDGCN_LIB_PATH="$PACKAGE_ROOT/amdgcn/bitcode/" + +TARGET="build" +MAKEOPTS="$DASH_JAY" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +PKGTYPE="deb" +MAKETARGET="deb" + +VALID_STR=`getopt -o hcraso: --long help,clean,release,static,address_sanitizer,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + ASAN_CMAKE_PARAMS="true" + ack_and_ignore_asan ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + --) shift; break;; # end delimiter + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_devicelibs() { + rm -rf "$BUILD_PATH" + rm -f $PACKAGE_LIB/hc*.bc + rm -f $PACKAGE_LIB/irif*.bc + rm -f $PACKAGE_LIB/ockl*.bc + rm -f $PACKAGE_LIB/oclc*.bc + rm -f $PACKAGE_LIB/ocml*.bc + rm -f $PACKAGE_LIB/opencl*.bc + rm -f $PACKAGE_LIB/openmp*.bc + rm -rf $PACKAGE_ROOT/amdgcn + rm -rf "$DEB_PATH" + rm -rf "$RPM_PATH" +} + +build_devicelibs() { + mkdir -p "$BUILD_PATH" + pushd "$BUILD_PATH" + + local clangResourceDir="$($LIGHTNING_BUILD_PATH/bin/clang -print-resource-dir)" + local clangResourceVer=${clangResourceDir#*lib/clang/} + local bitcodeInstallLoc="lib/llvm/lib/clang/${clangResourceVer}/lib" + + export LLVM_BUILD="$LIGHTNING_BUILD_PATH" + if [ ! -e Makefile ]; then + cmake $(rocm_cmake_params) \ + $(rocm_common_cmake_params) \ + -DROCM_DEVICE_LIBS_BITCODE_INSTALL_LOC_NEW="$bitcodeInstallLoc/amdgcn" \ + -DROCM_DEVICE_LIBS_BITCODE_INSTALL_LOC_OLD="amdgcn" \ + "$DEVICELIBS_ROOT" + + echo "CMake complete" + fi + + echo "Building device-libs" + cmake --build . -- $MAKEOPTS + cmake --build . -- $MAKEOPTS install + popd +} + +package_devicelibs() { + mkdir -p "$DEB_PATH" + mkdir -p "$RPM_PATH" + pushd "$BUILD_PATH" + cpack + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$DEB_PATH" *.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$RPM_PATH" *.rpm + popd +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} +case $TARGET in + (clean) clean_devicelibs ;; + (build) build_devicelibs; package_devicelibs ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_half.sh b/rocm-build/build_half.sh new file mode 100755 index 000000000..dbab4dd0a --- /dev/null +++ b/rocm-build/build_half.sh @@ -0,0 +1,46 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src half + +build_half() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + ASAN_CMAKE_PARAMS="false" + fi + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + cmake \ + -DCMAKE_INSTALL_PREFIX="$ROCM_PATH" \ + -DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- package + cmake --build "$BUILD_DIR" -- install + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_half() { + echo "Cleaning half build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_half ;; + outdir) print_output_directory ;; + clean) clean_half ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hip_on_rocclr.sh b/rocm-build/build_hip_on_rocclr.sh new file mode 100755 index 000000000..dd93a85f4 --- /dev/null +++ b/rocm-build/build_hip_on_rocclr.sh @@ -0,0 +1,295 @@ +#!/bin/bash + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -h, --help Prints this help" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo " -t, --offload-arch= Specify arch for catch tests ex: --offload-arch=gfx1030 --offload-arch=gfx1100" + echo " -p, --package Specify packaging format" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" +MAKEOPTS="$DASH_JAY" + +BUILD_PATH="$(getBuildPath hip-on-rocclr)" + +TARGET="build" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_SRC="$(getSrcPath)" +PACKAGE_DEB="$PACKAGE_ROOT/deb/hip-on-rocclr" +PACKAGE_RPM="$PACKAGE_ROOT/rpm/hip-on-rocclr" +PREFIX_PATH="$PACKAGE_ROOT" +CORE_BUILD_DIR="$(getBuildPath hsa-core)" +ROCclr_BUILD_DIR="$(getBuildPath rocclr)" +HIPCC_BUILD_DIR="$(getBuildPath hipcc)" +CATCH_BUILD_DIR="$(getBuildPath catch)" +CATCH_SRC="$HIP_CATCH_TESTS_ROOT/catch" +SAMPLES_SRC="$HIP_CATCH_TESTS_ROOT/samples" +SAMPLES_BUILD_DIR="$(getBuildPath samples)" +if [ ! -e "$CATCH_SRC/CMakeLists.txt" ]; then + echo "Using catch source from hip project" >&2 + CATCH_SRC="$HIP_ON_ROCclr_ROOT/tests/catch" +fi + +BUILD_TYPE="Debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" +OFFLOAD_ARCH=() + +DEFAULT_OFFLOAD_ARCH=(gfx900 gfx906 gfx908 gfx90a gfx940 gfx941 gfx942 gfx1030 gfx1031 gfx1033 gfx1034 gfx1035 gfx1100 gfx1101 gfx1102 gfx1103) + +VALID_STR=`getopt -o hcrast:o: --long help,clean,release,address_sanitizer,static,offload-arch=:,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-t | --offload-arch=) + OFFLOAD_ARCH+=( "$2" ); ((CLEAN_OR_OUT|=2)); shift 2 ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + --) shift; break;; + + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +if [ ${#OFFLOAD_ARCH[@]} = 0 ] ; then + OFFLOAD_ARCH=( "${DEFAULT_OFFLOAD_ARCH[@]}" ) +else + echo "Using user defined offload archs ${OFFLOAD_ARCH[@]} for catch tests"; +fi +printf -v OFFLOAD_ARCH_STR -- '--offload-arch=%q ' "${OFFLOAD_ARCH[@]}" + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_hip_on_rocclr() { + rm -rf "$BUILD_PATH" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" + rm -rf "$OUT_DIR/hip" +} + +build_hip_on_rocclr() { + if [ -e "$CLR_ROOT/CMakeLists.txt" ]; then + _HIP_CMAKELIST_DIR="$CLR_ROOT" + _HIP_CMAKELIST_OPT="-DCLR_BUILD_HIP=ON -DCLR_BUILD_OCL=OFF" + if [ -e "$HIPOTHER_ROOT/hipnv" ]; then + _HIP_CMAKELIST_OPT="$_HIP_CMAKELIST_OPT -DHIPNV_DIR=$HIPOTHER_ROOT/hipnv" + fi + elif [ ! -e "$HIPAMD_ROOT/CMakeLists.txt" ]; then + echo "No $HIPAMD_ROOT/CMakeLists.txt file, skipping hip on rocclr" >&2 + echo "No $HIPAMD_ROOT/CMakeLists.txt file, skipping hip on rocclr" + exit 0 + else + _HIP_CMAKELIST_DIR="$HIPAMD_ROOT" + _HIP_CMAKELIST_OPT="" + fi + + echo "$_HIP_CMAKELIST_DIR" + mkdir -p "$BUILD_PATH" + pushd "$BUILD_PATH" + + if [ ! -e Makefile ]; then + echo "Building HIP-On-ROCclr CMake environment" + print_lib_type $SHARED_LIBS + + cmake $(rocm_cmake_params) \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + -DHIP_COMPILER=clang \ + -DHIP_PLATFORM=amd \ + -DHIP_COMMON_DIR="$HIP_ON_ROCclr_ROOT" \ + $(rocm_common_cmake_params) \ + -DCMAKE_HIP_ARCHITECTURES=OFF \ + -DHSA_PATH="$ROCM_INSTALL_PATH" \ + -DCMAKE_SKIP_BUILD_RPATH=TRUE \ + -DCPACK_INSTALL_PREFIX="$ROCM_INSTALL_PATH" \ + -DROCM_PATH="$ROCM_INSTALL_PATH" \ + -DHIPCC_BIN_DIR="$HIPCC_BUILD_DIR" \ + -DHIP_CATCH_TEST=1 \ + $_HIP_CMAKELIST_OPT \ + "$_HIP_CMAKELIST_DIR" + + echo "CMake complete" + fi + + echo "Build and Install HIP" + cmake --build . -- $MAKEOPTS install "VERBOSE=1" + + popd +} + +build_catch_tests() { + WORKSPACE=`pwd` + echo "Build catch2 tests independently" + if [ ! -e "$CATCH_SRC/CMakeLists.txt" ]; then + echo "catch source not found: $CATCH_SRC" >&2 + exit + fi + # build catch + rm -rf "$CATCH_BUILD_DIR" + mkdir -p "$CATCH_BUILD_DIR" + pushd "$CATCH_BUILD_DIR" + export HIP_PATH="$ROCM_INSTALL_PATH" + export ROCM_PATH="$ROCM_INSTALL_PATH" + cmake \ + -DCMAKE_BUILD_TYPE="${BUILD_TYPE}" \ + -DHIP_PLATFORM=amd \ + -DROCM_PATH="$ROCM_INSTALL_PATH" \ + -DOFFLOAD_ARCH_STR="$OFFLOAD_ARCH_STR" \ + $(rocm_common_cmake_params) \ + -DCPACK_RPM_DEBUGINFO_PACKAGE=FALSE \ + -DCPACK_DEBIAN_DEBUGINFO_PACKAGE=FALSE \ + -DCPACK_INSTALL_PREFIX="$ROCM_INSTALL_PATH" \ + "$CATCH_SRC" + + + make $MAKEOPTS build_tests + echo "Packaging catch tests" + make $MAKEOPTS package_test + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" *.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" *.rpm + popd +} + +package_samples() { + if [ "$ASAN_CMAKE_PARAMS" == "true" ] ; then + echo "Disable the packaging of HIP samples" >&2 + return + fi + WORKSPACE=`pwd` + if [ ! -e "$SAMPLES_SRC/CMakeLists.txt" ]; then + echo "HIP samples source not found at: $SAMPLES_SRC" >&2 + echo "Using samples package from hip project: $BUILD_PATH" >&2 + return + fi + + rm -rf "$SAMPLES_BUILD_DIR" + mkdir -p "$SAMPLES_BUILD_DIR" + pushd "$SAMPLES_BUILD_DIR" + local CMAKE_PATH="$(getCmakePath)" + export HIP_PATH="$ROCM_INSTALL_PATH" + export ROCM_PATH="$ROCM_INSTALL_PATH" + cmake \ + -DROCM_PATH="$ROCM_INSTALL_PATH" \ + $(rocm_common_cmake_params) \ + -DCMAKE_MODULE_PATH="$CMAKE_PATH/hip" \ + -DCPACK_INSTALL_PREFIX="$ROCM_INSTALL_PATH" \ + "$SAMPLES_SRC" + echo "Packaging hip samples from hip-tests project" + make $MAKEOPTS package_samples + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" *.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" *.rpm + popd +} + +clean_hip_tests(){ + rm -rf "$CATCH_BUILD_DIR" + rm -rf "$PACKAGE_SRC/hip-on-rocclr" + rm -rf "$PACKAGE_SRC/hipamd" + rm -rf "$PACKAGE_SRC/rocclr" + rm -rf "$PACKAGE_SRC/opencl-on-rocclr" + rm -rf "$PACKAGE_SRC/clr" + rm -rf "$PACKAGE_SRC/hip-tests" + rm -rf "$PACKAGE_SRC/hipother" +} +copy_hip_tests() { + clean_hip_tests + + echo "Copy HIP & ROCclr Source and tests" + + mkdir -p "$PACKAGE_SRC/hip-on-rocclr" + echo "Copying hip-on-rocclr" + progressCopy "$HIP_ON_ROCclr_ROOT" "$PACKAGE_SRC/hip-on-rocclr" + + if [ -e "$CLR_ROOT/CMakeLists.txt" ]; then + mkdir -p "$PACKAGE_SRC/clr" + echo "Copying clr" + progressCopy "$CLR_ROOT" "$PACKAGE_SRC/clr" + else + mkdir -p "$PACKAGE_SRC/hipamd" + mkdir -p "$PACKAGE_SRC/rocclr" + mkdir -p "$PACKAGE_SRC/opencl-on-rocclr" + echo "Copying hipamd" + progressCopy "$HIPAMD_ROOT" "$PACKAGE_SRC/hipamd" + echo "Copying rocclr" + progressCopy "$ROCclr_ROOT" "$PACKAGE_SRC/rocclr" + echo "Copying opencl-on-rocclr" + progressCopy "$OPENCL_ON_ROCclr_ROOT" "$PACKAGE_SRC/opencl-on-rocclr" + fi + + if [ -e "$HIPOTHER_ROOT/hipnv" ]; then + mkdir -p "$PACKAGE_SRC/hipother" + echo "Copying hipother" + progressCopy "$HIPOTHER_ROOT" "$PACKAGE_SRC/hipother" + fi + + mkdir -p "$PACKAGE_SRC/hip-tests" + echo "Copying hip-tests" + progressCopy "$HIP_CATCH_TESTS_ROOT" "$PACKAGE_SRC/hip-tests" +} + +package_hip_on_rocclr() +{ + echo "Packagin HIP-on-ROCclr" + pushd "$BUILD_PATH" + cmake --build . -- $MAKEOPTS package + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" *.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" *.rpm + popd +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_hip_on_rocclr; clean_hip_tests ;; + (build) build_hip_on_rocclr; build_catch_tests; package_hip_on_rocclr; package_samples; copy_hip_tests;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_hipblas.sh b/rocm-build/build_hipblas.sh new file mode 100755 index 000000000..8a2b1d8bf --- /dev/null +++ b/rocm-build/build_hipblas.sh @@ -0,0 +1,65 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipBLAS + +build_hipblas() { + echo "Start build" + + CXX="g++" + CLIENTS_SAMPLES="ON" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + CLIENTS_SAMPLES="OFF" + fi + + echo "C compiler: $CC" + echo "CXX compiler: $CXX" + echo "FC compiler: $FC" + + cd $COMPONENT_SRC + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + rebuild_lapack + fi + + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DUSE_CUDA=OFF \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DBUILD_CLIENTS_SAMPLES="${CLIENTS_SAMPLES}" \ + -DCPACK_SET_DESTDIR=OFF \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipblas() { + echo "Cleaning hipBLAS build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipblas ;; + outdir) print_output_directory ;; + clean) clean_hipblas ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipblaslt.sh b/rocm-build/build_hipblaslt.sh new file mode 100755 index 000000000..4895adde2 --- /dev/null +++ b/rocm-build/build_hipblaslt.sh @@ -0,0 +1,69 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipBLASLt + +build_hipblaslt() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd $COMPONENT_SRC + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + rebuild_lapack + fi + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + # gfx90a:xnack+;gfx90a:xnack-;gfx940;gfx941;gfx942 + GPU_TARGETS=all + fi + + CXX=$(set_build_variables CXX)\ + cmake \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DTensile_LOGIC= \ + -DTensile_CODE_OBJECT_VERSION=default \ + -DTensile_CPU_THREADS= \ + -DTensile_LIBRARY_FORMAT=msgpack \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DCPACK_SET_DESTDIR=OFF \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipblaslt() { + echo "Cleaning hipBLASLt build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipblaslt ;; + outdir) print_output_directory ;; + clean) clean_hipblaslt ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipcc.sh b/rocm-build/build_hipcc.sh new file mode 100755 index 000000000..661c37d12 --- /dev/null +++ b/rocm-build/build_hipcc.sh @@ -0,0 +1,118 @@ +#!/bin/bash +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -h, --help Prints this help" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -r, --release Makes a release build" + echo + + return 0 +} + + +API_NAME=hipcc +PROJ_NAME=$API_NAME + +TARGET="build" +MAKEOPTS="$DASH_JAY" +BUILD_TYPE="Debug" + +BUILD_DIR=$(getBuildPath $API_NAME) +PACKAGE_DEB=$(getPackageRoot)/deb/$API_NAME +PACKAGE_RPM=$(getPackageRoot)/rpm/$API_NAME +PACKAGE_SRC="$(getSrcPath)" + +while [ "$1" != "" ]; +do + case $1 in + (-a | --address_sanitizer) + ack_and_ignore_asan ;; + (-c | --clean) + TARGET="clean" ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 1 ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ;; + (-h | --help) + printUsage ; exit 0 ;; + (*) + echo "Invalid option [$1]" >&2; printUsage; exit 1 ;; + esac + shift 1 +done + +clean() { + echo "Cleaning hipcc" + rm -rf $BUILD_DIR + + echo "Cleaning up hipcc DEB and RPM packages" + rm -rf $PACKAGE_DEB + rm -rf $PACKAGE_RPM +} + +copy_hipcc_sources() { + echo "Clean up hipcc build folder" + rm -rf "$PACKAGE_SRC/hipcc" + echo "Copy hipcc sources" + mkdir -p "$PACKAGE_SRC/hipcc" + progressCopy "$HIPCC_ROOT" "$PACKAGE_SRC/hipcc" +} + +build() { + echo "Build hipcc binary" + mkdir -p "$BUILD_DIR" + + pushd "$BUILD_DIR" + if ! [ -e "$HIPCC_ROOT/CMakeLists.txt" ] ; then + + echo "No source for hipcc, exiting. this is not an error" >&2 + exit 0 + fi + + cmake \ + $(rocm_cmake_params) \ + $(rocm_common_cmake_params) \ + -DHIPCC_BACKWARD_COMPATIBILITY=OFF \ + -DCMAKE_INSTALL_PREFIX="$OUT_DIR" \ + $HIPCC_ROOT + popd + + cmake --build "$BUILD_DIR" -- $MAKEOPTS + + echo "Installing and Packaging hipcc" + cmake --build "$BUILD_DIR" -- $MAKEOPTS install + cmake --build "$BUILD_DIR" -- $MAKEOPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" $BUILD_DIR/hipcc*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" $BUILD_DIR/hipcc*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1 ;; + esac + exit +} + +case $TARGET in + (clean) clean ;; + (build) build ; copy_hipcc_sources ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_hipcub.sh b/rocm-build/build_hipcub.sh new file mode 100755 index 000000000..c559fe102 --- /dev/null +++ b/rocm-build/build_hipcub.sh @@ -0,0 +1,60 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipCUB + +build_hipcub() { + echo "Start build" + + cd $COMPONENT_SRC + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + ASAN_CMAKE_PARAMS="false" + fi + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX=$(set_build_variables CXX)\ + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip;${ROCM_PATH}/hip/cmake" \ + -Drocprim_DIR="${ROCM_PATH}/rocprim" \ + -DBUILD_TEST=ON \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipcub() { + echo "Cleaning hipCUB build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipcub ;; + outdir) print_output_directory ;; + clean) clean_hipcub ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipfft.sh b/rocm-build/build_hipfft.sh new file mode 100755 index 000000000..d8d077f1f --- /dev/null +++ b/rocm-build/build_hipfft.sh @@ -0,0 +1,61 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipFFT + +build_hipfft() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd $COMPONENT_SRC + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + cmake \ + -DCMAKE_CXX_COMPILER=$(set_build_variables CXX) \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip" \ + -DCMAKE_SKIP_BUILD_RPATH=TRUE \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -L \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipfft() { + echo "Cleaning hipFFT build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipfft ;; + outdir) print_output_directory ;; + clean) clean_hipfft ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipfort.sh b/rocm-build/build_hipfort.sh new file mode 100755 index 000000000..df989b5b2 --- /dev/null +++ b/rocm-build/build_hipfort.sh @@ -0,0 +1,50 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipfort + +build_hipfort() { + echo "Start build" + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + cmake --trace \ + -DHIPFORT_INSTALL_DIR="${ROCM_PATH}" \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH}/llvm;${ROCM_PATH}" \ + -DCMAKE_BUILD_TYPE=Release \ + -DHIPFORT_COMPILER="${ROCM_PATH}/${ROCM_LLVMDIR}/bin/flang" \ + -DCMAKE_Fortran_FLAGS="-Mfree" \ + -DHIPFORT_COMPILER_FLAGS="-cpp" \ + -DCMAKE_Fortran_FLAGS_DEBUG="" \ + ${LAUNCHER_FLAGS} \ + -DROCM_SYMLINK_LIBS=OFF \ + -DCMAKE_INSTALL_PREFIX=${ROCM_PATH} \ + -DHIPFORT_AR="${ROCM_PATH}/${ROCM_LLVMDIR}/bin/llvm-ar" \ + -DHIPFORT_RANLIB="${ROCM_PATH}/${ROCM_LLVMDIR}/bin/llvm-ranlib" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipfort() { + echo "Cleaning hipFORT build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipfort ;; + outdir) print_output_directory ;; + clean) clean_hipfort ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipify_clang.sh b/rocm-build/build_hipify_clang.sh new file mode 100755 index 000000000..41c90b162 --- /dev/null +++ b/rocm-build/build_hipify_clang.sh @@ -0,0 +1,142 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -r, --release Make a release build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo + + return 0 +} + +TARGET="build" +MAKEOPTS="$DASH_JAY" +HIPIFY_CLANG_BUILD_DIR="$(getBuildPath $HIPIFY_ROOT)" +HIPIFY_CLANG_DIST_DIR="$HIPIFY_CLANG_BUILD_DIR/dist" +BUILD_TYPE="Debug" +PACKAGE_ROOT="$(getPackageRoot)" +HIPIFY_CLANG_HASH="" +LIGHTNING_PATH="$ROCM_INSTALL_PATH/llvm" +ADDRESS_SANITIZER=false +DEB_PATH="$(getDebPath hipify)" +RPM_PATH="$(getRpmPath hipify)" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso: --long help,clean,release,static,address_sanitizer,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on + ADDRESS_SANITIZER=true ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_hipify() { + echo "Cleaning hipify-clang" + rm -rf "$HIPIFY_CLANG_BUILD_DIR" + rm -rf "$HIPIFY_CLANG_DIST_DIR" + rm -rf "$DEB_PATH" + rm -rf "$RPM_PATH" +} + +package_hipify() { + if [ "$PACKAGEEXT" = "deb" ]; then + rm -rf "$DEB_PATH" + mkdir -p "$DEB_PATH" + fi + + if [ "$PACKAGEEXT" = "rpm" ]; then + rm -rf "$RPM_PATH" + mkdir -p "$RPM_PATH" + fi + + pushd "$HIPIFY_CLANG_BUILD_DIR" + make $MAKEOPTS package_hipify-clang + popd + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$DEB_PATH" $HIPIFY_CLANG_BUILD_DIR/hipify*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$RPM_PATH" $HIPIFY_CLANG_BUILD_DIR/hipify*.rpm +} + +build_hipify() { + echo "Building hipify-clang binaries" + mkdir -p "$HIPIFY_CLANG_BUILD_DIR" + mkdir -p "$HIPIFY_CLANG_DIST_DIR" + + pushd "$HIPIFY_CLANG_BUILD_DIR" + cmake \ + -DCMAKE_BUILD_TYPE="$BUILD_TYPE" \ + $(rocm_common_cmake_params) \ + -DCMAKE_INSTALL_PREFIX="$HIPIFY_CLANG_DIST_DIR" \ + -DCPACK_PACKAGING_INSTALL_PREFIX=$ROCM_INSTALL_PATH \ + -DCMAKE_PREFIX_PATH="$LIGHTNING_PATH" \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + $HIPIFY_ROOT + + cmake --build . -- $MAKEOPTS install + popd + pushd "$HIPIFY_ROOT" + HIPIFY_CLANG_HASH=`git describe --dirty --long --match [0-9]* --always` + popd +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_hipify ;; + (build) build_hipify; package_hipify ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_hiprand.sh b/rocm-build/build_hiprand.sh new file mode 100755 index 000000000..293b05b6c --- /dev/null +++ b/rocm-build/build_hiprand.sh @@ -0,0 +1,90 @@ +#!/bin/bash +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipRAND + +while [ "$1" != "" ]; +do + case $1 in + -o | --outdir ) + shift 1; PKGTYPE=$1 ; TARGET="outdir" ;; + -c | --clean ) + TARGET="clean" ;; + *) + break ;; + esac + shift 1 +done + +build_hiprand() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd $COMPONENT_SRC + + remote_name=$(git remote show | head -n 1) + [ "$remote_name" == "origin" ] || git remote rename "$remote_name" origin + git submodule update --init --force + + mkdir "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX=$(set_build_variables CXX)\ + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DBUILD_TEST=ON \ + -DBUILD_BENCHMARK=ON \ + -DBUILD_CRUSH_TEST=ON \ + -DDEPENDENCIES_FORCE_DOWNLOAD=ON \ + -DHIP_COMPILER=clang \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip" \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + $SCCACHE_BIN -s || echo "Unable to display sccache stats" +} + +clean_hiprand() { + echo "Cleaning hipRAND build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + build) build_hiprand ;; + outdir) print_output_directory ;; + clean) clean_hiprand ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipsolver.sh b/rocm-build/build_hipsolver.sh new file mode 100755 index 000000000..ded0279df --- /dev/null +++ b/rocm-build/build_hipsolver.sh @@ -0,0 +1,64 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipSOLVER + +build_hipsolver() { + echo "Start build" + + cd $COMPONENT_SRC + + CXX="g++" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + echo "C compiler: $CC" + echo "CXX compiler: $CXX" + echo "FC compiler: $FC" + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + rebuild_lapack + fi + + cmake \ + -DUSE_CUDA=OFF \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DCPACK_SET_DESTDIR=OFF \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipsolver() { + echo "Cleaning hipSOLVER build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipsolver ;; + outdir) print_output_directory ;; + clean) clean_hipsolver ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipsparse.sh b/rocm-build/build_hipsparse.sh new file mode 100755 index 000000000..727421635 --- /dev/null +++ b/rocm-build/build_hipsparse.sh @@ -0,0 +1,61 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +PATH=${ROCM_PATH}/bin:$PATH +set_component_src hipSPARSE + +build_hipsparse() { + echo "Start build" + + cd $COMPONENT_SRC + + CXX="g++" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + echo "C compiler: $CC" + echo "CXX compiler: $CXX" + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + cmake \ + -DCPACK_SET_DESTDIR=OFF \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DUSE_CUDA=OFF \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_CLIENTS_TESTS=ON \ + -DCMAKE_INSTALL_PREFIX=${ROCM_PATH} \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip;${ROCM_PATH}/hip/cmake" \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_hipsparse() { + echo "Cleaning hipSPARSE build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hipsparse ;; + outdir) print_output_directory ;; + clean) clean_hipsparse ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hipsparselt.sh b/rocm-build/build_hipsparselt.sh new file mode 100755 index 000000000..99b70edd0 --- /dev/null +++ b/rocm-build/build_hipsparselt.sh @@ -0,0 +1,89 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipSPARSELt + +while [ "$1" != "" ]; +do + case $1 in + -o | --outdir ) + shift 1; PKGTYPE=$1 ; TARGET="outdir" ;; + -c | --clean ) + TARGET="clean" ;; + *) + break ;; + esac + shift 1 +done + +build_hipsparselt() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd $COMPONENT_SRC + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + # gfx940;gfx941;gfx942 + GPU_TARGETS=all + fi + + FC=gfortran \ + CXX="${ROCM_PATH}/bin/hipcc" \ + cmake \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DTensile_LOGIC= \ + -DTensile_CODE_OBJECT_VERSION=default \ + -DTensile_CPU_THREADS= \ + -DTensile_LIBRARY_FORMAT=msgpack \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DCPACK_SET_DESTDIR=OFF \ + -DCMAKE_INSTALL_PREFIX=${ROCM_PATH} \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + $SCCACHE_BIN -s || echo "Unable to display sccache stats" +} + +clean_hipsparselt() { + echo "Cleaning hipSPARSELt build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + build) build_hipsparselt ;; + outdir) print_output_directory ;; + clean) clean_hipsparselt ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hiptensor.sh b/rocm-build/build_hiptensor.sh new file mode 100755 index 000000000..c239caab9 --- /dev/null +++ b/rocm-build/build_hiptensor.sh @@ -0,0 +1,57 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src hipTensor + +build_hiptensor() { + echo "Start build hipTensor" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd "$COMPONENT_SRC" + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942" + fi + + cmake \ + -B "${BUILD_DIR}" \ + $(rocm_common_cmake_params) \ + $(set_build_variables CMAKE_C_CXX) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + ${LAUNCHER_FLAGS} \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p "$PACKAGE_DIR" && cp ${BUILD_DIR}/*.${PKGTYPE} "$PACKAGE_DIR" + + show_build_cache_stats +} + +clean_hiptensor() { + echo "Cleaning hipTensor build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_hiptensor ;; + outdir) print_output_directory ;; + clean) clean_hiptensor ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_hsa.sh b/rocm-build/build_hsa.sh new file mode 100755 index 000000000..9fc76ffd2 --- /dev/null +++ b/rocm-build/build_hsa.sh @@ -0,0 +1,135 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...] [make options]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo + echo + + return 0 +} + +TARGET="build" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_SRC="$(getSrcPath)" +PACKAGE_LIB="$(getLibPath)" +PACKAGE_BIN="$(getBinPath)" +PACKAGE_DEB="$(getPackageRoot)/deb/rocr" +PACKAGE_RPM="$(getPackageRoot)/rpm/rocr" +MAKEARG="" +CORE_BUILD_DIR="$(getBuildPath hsa-core)" +ROCR_DEV_BUILD_DIR="$(getBuildPath hsa-rocr-dev)" +PREFIX_PATH="$PACKAGE_ROOT" +BUILD_TYPE="Debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + +unset HIP_DEVICE_LIB_PATH +unset ROCM_PATH + +VALID_STR=`getopt -o hcraso: --long help,clean,release,static,address_sanitizer,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_hsa() { + echo "Cleaning HSA" + + rm -rf "$CORE_BUILD_DIR" + rm -rf "$PACKAGE_RPM" + rm -rf "$PACKAGE_DEB" + rm -f "$PACKAGE_ROOT"/lib/libhsa-runtime* + rm -rf "$PACKAGE_ROOT/lib/cmake/hsa-runtime64" + rm -rf "$PACKAGE_ROOT/include/hsa" + rm -rf "$PACKAGE_ROOT/share/doc/hsa-runtime64" + rm -rf "$PACKAGE_ROOT/hsa" +} + + +build_hsa_core() { + echo "Build HSA" + local coreMakeOpts="$DASH_JAY -C $CORE_BUILD_DIR" + + echo "$HSA_CORE_ROOT" + + if [ ! -d "$CORE_BUILD_DIR" ]; then + mkdir -p "$CORE_BUILD_DIR" + pushd "$CORE_BUILD_DIR" + print_lib_type $SHARED_LIBS + + cmake $(rocm_cmake_params) \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + -DENABLE_LDCONFIG=OFF \ + $(rocm_common_cmake_params) \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + "$HSA_CORE_ROOT" + popd + fi + time cmake --build "$CORE_BUILD_DIR" -- $coreMakeOpts + time cmake --build "$CORE_BUILD_DIR" -- $coreMakeOpts install + time cmake --build "$CORE_BUILD_DIR" -- $coreMakeOpts package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" $CORE_BUILD_DIR/hsa-rocr*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" $CORE_BUILD_DIR/hsa-rocr*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_hsa ;; + (build) build_hsa_core;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_lightning.sh b/rocm-build/build_lightning.sh new file mode 100755 index 000000000..dbf9fae22 --- /dev/null +++ b/rocm-build/build_lightning.sh @@ -0,0 +1,1253 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" +export JOB_DESIGNATOR +export BUILD_ID +export SLES_BUILD_ID_PREFIX +export ROCM_LIBPATCH_VERSION + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -t, --alt Build the 'alt' variant" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -d, --debug Build a debug version of llvm (excludes packaging)" + echo " -r, --release Build a release version of the package" + echo " -a, --address_sanitizer Enable address sanitizer (enabled by default)" + echo " -A --no_address_sanitizer Disable address sanitizer" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -l, --build_llvm_static Build LLVM libraries statically linked. Default is to build dynamic linked libs" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -B, --build Build and install binary files into /opt/rocm folder" + echo " -P, --package Generate packages" + echo " -N, --skip_lit_tests Skip llvm lit testing (llvm lit testing is enabled by default)" + echo " -M, --skip_man_pages Skip llvm documentation generation (man pages and rocm-llvm-docs package generation is enabled by default)" + echo " -h, --help Prints this help" + echo + echo + + return 0 +} + +ROCM_LLVM_LIB_RPATH='\$ORIGIN' +ROCM_LLVM_EXE_RPATH='\$ORIGIN/../lib:\$ORIGIN/../../../lib' + +PACKAGE_OUT="$(getPackageRoot)" + +BUILD_PATH="$(getBuildPath lightning)" +DEB_PATH="$(getDebPath lightning)" +RPM_PATH="$(getRpmPath lightning)" +INSTALL_PATH="${ROCM_INSTALL_PATH}/lib/llvm" +LLVM_ROOT_LCL="${LLVM_ROOT}" + +TARGET="all" +MAKEOPTS="$DASH_JAY" +BUILD_TYPE="Release" +case "${JOB_NAME}" in + ( *"rel"* | \ + *"afar"* | \ + *"nfar"* ) + ENABLE_ASSERTIONS=0 ;; + ( * ) + ENABLE_ASSERTIONS=1 ;; +esac +SHARED_LIBS="ON" + +BUILD_LLVM_DYLIB="OFF" + +FLANG_NEW=0 +BUILD_ALT=0 +CLEAN_OR_OUT=0; +PKGTYPE="deb" +MAKETARGET="deb" + +ASSERT_LLVM_VERSION_MAJOR="" +ASSERT_LLVM_VERSION_MINOR="" + +SKIP_LIT_TESTS=0 +BUILD_MANPAGES="ON" + +SANITIZER_AMDGPU=1 +HSA_INC_PATH="$WORK_ROOT/ROCR-Runtime/src/inc" +COMGR_INC_PATH="$WORK_ROOT/llvm-project/amd/comgr/include" + +VALID_STR=`getopt -o htcV:v:draAslo:BPNM --long help,alt,clean,assert_llvm_ver_major:,assert_llvm_ver_minor:,debug,release,address_sanitizer,no_address_sanitizer,static,build_llvm_static,build,package,skip_lit_tests,skip_man_pages,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-t | --alt) + BUILD_ALT=1 ; shift ;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-V | --assert_llvm_ver_major) + ASSERT_LLVM_VERSION_MAJOR=$2 ; shift 2 ;; + (-v | --assert_llvm_ver_minor) + ASSERT_LLVM_VERSION_MINOR=$2 ; shift 2 ;; + (-d | --debug) + BUILD_TYPE="Debug" ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + SANITIZER_AMDGPU=1 ; + HSA_INC_PATH="$WORK_ROOT/hsa/runtime/opensrc/hsa-runtime/inc" ; + COMGR_INC_PATH="$WORK_ROOT/external/llvm-project/amd/comgr/include" ; shift ;; + (-A | --no_address_sanitizer) + SANITIZER_AMDGPU=0 ; + unset HSA_INC_PATH ; + unset COMGR_INC_PATH ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-l | --build_llvm_static) + BUILD_LLVM_DYLIB="OFF"; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-B | --build) + TARGET="build"; shift ;; + (-P | --package) + TARGET="package"; shift ;; + (-N | --skip_lit_tests) + SKIP_LIT_TESTS=1; shift ;; + (-M | --skip_man_pages) + BUILD_MANPAGES="OFF"; shift ;; + --) shift; break;; # end delimiter + (*) + echo " This should not happen : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +LLVM_PROJECTS="clang;lld;clang-tools-extra" +ENABLE_RUNTIMES="compiler-rt;libunwind" +BOOTSTRAPPING_BUILD_LIBCXX=0 +BUILD_AMDCLANG="ON" +if [ $BUILD_ALT -eq 1 ]; then + BUILD_PATH="${BUILD_PATH}-alt" + DEB_PATH="${DEB_PATH}-alt" + RPM_PATH="${RPM_PATH}-alt" + INSTALL_PATH="${INSTALL_PATH}/alt" + LLVM_ROOT_LCL="${LLVM_ALT_ROOT}" + BUILD_AMDCLANG="OFF" + BUILD_MANPAGES="OFF" + SANITIZER_AMDGPU=0 + unset HSA_INC_PATH + unset COMGR_INC_PATH +else + ENABLE_RUNTIMES="$ENABLE_RUNTIMES;libcxx;libcxxabi"; + BOOTSTRAPPING_BUILD_LIBCXX=1 +fi + +clean_lightning() { + rm -rf "$BUILD_PATH" + rm -rf "$DEB_PATH" + rm -rf "$RPM_PATH" +} + +setup_llvm_info() { + set +e + mkdir -p "$LLVM_ROOT_LCL" + pushd "$LLVM_ROOT_LCL" + local LLVM_REMOTE_NAME + local LLVM_URL_NAME + local LLVM_BRANCH_NAME + local LLVM_URL_BRANCH + + if [[ "${JOB_NAME}" == *rel* ]]; then + if [ $BUILD_ALT -eq 1 ]; then + LLVM_URL_BRANCH=$(git rev-parse HEAD) + else + LLVM_URL_NAME="https://github.com/RadeonOpenCompute/llvm-project" + LLVM_BRANCH_NAME="roc-${ROCM_VERSION}" + LLVM_URL_BRANCH="${LLVM_URL_NAME} ${LLVM_BRANCH_NAME}" + fi + else + LLVM_REMOTE_NAME=$(git remote) + LLVM_URL_NAME=$(git config --get remote."${LLVM_REMOTE_NAME}".url) + if [ $BUILD_ALT -eq 1 ]; then + LLVM_BRANCH_NAME=$(repo manifest | sed -n 's/.*path="external\/llvm-project-alt\/llvm-project".* upstream="\([^"]*\)".*/\1/p' ) + else + LLVM_BRANCH_NAME=$(repo manifest | sed -n 's/.*path="external\/llvm-project".* upstream="\([^"]*\)".*/\1/p' ) + fi + LLVM_URL_BRANCH="${LLVM_URL_NAME} ${LLVM_BRANCH_NAME}" + fi + + LLVM_COMMIT_GITDATE=$(git show -s --format=@%ct | xargs | date -f - --utc +%y%U%w) + LLVM_REPO_INFO="${LLVM_URL_BRANCH} ${LLVM_COMMIT_GITDATE}" + + popd + set -e +} + +LLVM_VERSION_MAJOR="" +LLVM_VERSION_MINOR="" +LLVM_VERSION_PATCH="" +LLVM_VERSION_SUFFIX="" +get_llvm_version() { + local LLVM_VERSIONS=($(awk '/set\(LLVM_VERSION/ {print substr($2,1,length($2)-1)}' ${LLVM_ROOT_LCL}/CMakeLists.txt)) + LLVM_VERSION_MAJOR=${LLVM_VERSIONS[0]} + LLVM_VERSION_MINOR=${LLVM_VERSIONS[1]} + LLVM_VERSION_PATCH=${LLVM_VERSIONS[2]} + LLVM_VERSION_SUFFIX=${LLVM_VERSIONS[3]} + + echo "Detected LLVM version from source: ${LLVM_VERSION_MAJOR}.${LLVM_VERSION_MINOR}.${LLVM_VERSION_PATCH}${LLVM_VERSION_SUFFIX}" +} + +create_compiler_config_files() { + local llvm_bin_dir="${INSTALL_PATH}/bin" + local rocm_cfg="rocm.cfg" + + { + echo "-Wl,--enable-new-dtags" + echo "--rocm-path='/../../..'" + echo "-frtlib-add-rpath" + } > "${llvm_bin_dir}/$rocm_cfg" + + local compiler_commands=("clang" "clang++" "clang-cpp" "clang-${LLVM_VERSION_MAJOR}" "clang-cl" "flang" "flang-new") + for i in "${compiler_commands[@]}"; do + if [ -f "$llvm_bin_dir/$i" ]; then + local config_file="${llvm_bin_dir}/${i}.cfg" + echo "@${rocm_cfg}" > $config_file + fi + done +} + +contains(){ + + local target=$1 element + shift + for element ; do + [ "$target" = "$element" ] && return 0 + done + return 1 +} + +build_lightning() { + setup_llvm_info + + get_llvm_version + if [ -n "${ASSERT_LLVM_VERSION_MAJOR}" ]; then + echo "Assert LLVM major version: ${ASSERT_LLVM_VERSION_MAJOR}"; + if [ "${ASSERT_LLVM_VERSION_MAJOR}" != "${LLVM_VERSION_MAJOR}" ]; then + echo "LLVM major version assertion failed, expected ${ASSERT_LLVM_VERSION_MAJOR} but detected ${LLVM_VERSION_MAJOR}!" + exit 1; + fi + fi + if [ -n "${ASSERT_LLVM_VERSION_MINOR}" ]; then + echo "Assert LLVM minor version: ${ASSERT_LLVM_VERSION_MINOR}"; + if [ "${ASSERT_LLVM_VERSION_MINOR}" != "${LLVM_VERSION_MINOR}" ]; then + echo "LLVM minor version assertion failed, expected ${ASSERT_LLVM_VERSION_MINOR} but detected ${LLVM_VERSION_MINOR}!" + exit 1; + fi + fi + + DISABLE_PIE=0 + + mkdir -p "$BUILD_PATH" + pushd "$BUILD_PATH" + + if [ ! -e Makefile ]; then + echo "Building LLVM CMake environment" + if [ -e "$LLVM_ROOT_LCL/../flang/docs/AssumedRank.md" ]; then + FLANG_NEW=1 + LLVM_PROJECTS="$LLVM_PROJECTS;flang;mlir" + else + echo "NOT building project flang" + fi + + set -x + cmake $(rocm_cmake_params) ${GEN_NINJA} \ + -DCMAKE_INSTALL_PREFIX="$INSTALL_PATH" \ + -DLLVM_TARGETS_TO_BUILD="AMDGPU;X86" \ + -DLLVM_ENABLE_PROJECTS="$LLVM_PROJECTS" \ + -DLLVM_ENABLE_RUNTIMES="$ENABLE_RUNTIMES" \ + -DLIBCXX_ENABLE_SHARED=OFF \ + -DLIBCXX_ENABLE_STATIC=ON \ + -DLIBCXX_INSTALL_LIBRARY=OFF \ + -DLIBCXX_INSTALL_HEADERS=OFF \ + -DLIBCXXABI_ENABLE_SHARED=OFF \ + -DLIBCXXABI_ENABLE_STATIC=ON \ + -DLIBCXXABI_INSTALL_STATIC_LIBRARY=OFF \ + -DLLVM_BUILD_DOCS="$BUILD_MANPAGES" \ + -DLLVM_ENABLE_SPHINX="$BUILD_MANPAGES" \ + -DSPHINX_WARNINGS_AS_ERRORS=OFF \ + -DSPHINX_OUTPUT_MAN="$BUILD_MANPAGES" \ + -DLLVM_ENABLE_ASSERTIONS="$ENABLE_ASSERTIONS" \ + -DLLVM_ENABLE_Z3_SOLVER=OFF \ + -DLLVM_ENABLE_ZLIB=ON \ + -DLLVM_AMDGPU_ALLOW_NPI_TARGETS=ON \ + -DCLANG_REPOSITORY_STRING="$LLVM_REPO_INFO" \ + -DCLANG_DEFAULT_PIE_ON_LINUX="$DISABLE_PIE" \ + -DCLANG_DEFAULT_LINKER=lld \ + -DCLANG_DEFAULT_RTLIB=compiler-rt \ + -DCLANG_DEFAULT_UNWINDLIB=libgcc \ + -DCLANG_ENABLE_AMDCLANG="$BUILD_AMDCLANG" \ + -DSANITIZER_AMDGPU="$SANITIZER_AMDGPU" \ + -DPACKAGE_VENDOR="AMD" \ + -DSANITIZER_HSA_INCLUDE_PATH="$HSA_INC_PATH" \ + -DSANITIZER_COMGR_INCLUDE_PATH="$COMGR_INC_PATH" \ + -DLLVM_BUILD_LLVM_DYLIB="$BUILD_LLVM_DYLIB" \ + -DLLVM_LINK_LLVM_DYLIB="$BUILD_LLVM_DYLIB" \ + -DLLVM_ENABLE_LIBCXX="$BUILD_LLVM_DYLIB" \ + -DCMAKE_SKIP_BUILD_RPATH=TRUE\ + -DCMAKE_SKIP_INSTALL_RPATH=TRUE\ + -DCMAKE_EXE_LINKER_FLAGS=-Wl,--enable-new-dtags,--build-id=sha1,--rpath,$ROCM_LLVM_EXE_RPATH \ + -DCMAKE_SHARED_LINKER_FLAGS=-Wl,--enable-new-dtags,--build-id=sha1,--rpath,$ROCM_LLVM_LIB_RPATH \ + -DROCM_LLVM_BACKWARD_COMPAT_LINK="$ROCM_INSTALL_PATH/llvm" \ + -DROCM_LLVM_BACKWARD_COMPAT_LINK_TARGET="./lib/llvm" \ + -DCLANG_LINK_FLANG_LEGACY=ON \ + -DCMAKE_CXX_STANDARD=17 \ + -DFLANG_INCLUDE_DOCS=OFF \ + "$LLVM_ROOT_LCL" + set +x + echo "CMake complete" + fi + + echo "Building LLVM" + + if [ $BOOTSTRAPPING_BUILD_LIBCXX -eq 1 ]; then + cmake --build . -- $MAKEOPTS clang lld compiler-rt + cmake --build . -- $MAKEOPTS runtimes cxx + fi + + echo "Workaround for race condition" + echo "End Workaround for race condition" + cmake --build . -- $MAKEOPTS + + if [ $SKIP_LIT_TESTS -eq 0 ]; then + if [ "$DISTRO_NAME" != "sles" ] && [ $BUILD_ALT != 1 ]; then + if [ $FLANG_NEW -eq 1 ]; then + cmake --build . -- $MAKEOPTS check-llvm check-clang check-lld check-mlir + else + cmake --build . -- $MAKEOPTS check-llvm check-clang check-lld + fi + fi + fi + cmake --build . -- $MAKEOPTS clang-tidy + cmake --build . -- $MAKEOPTS install + + popd +} + +package_lightning_dynamic(){ + + if [ "$BUILD_TYPE" == "Debug" ]; then + return + fi + + get_llvm_version + local llvmParsedVersion="${LLVM_VERSION_MAJOR}.${LLVM_VERSION_MINOR}.${LLVM_VERSION_PATCH}" + + if [ $BUILD_ALT -eq 1 ]; then + local packageName="rocm-llvm-alt" + local packageSummary="Proprietary ROCm compiler" + local packageSummaryLong="ROCm compiler, including proprietary optimizations, based on LLVM $llvmParsedVersion" + local installPath="$ROCM_INSTALL_PATH/lib/llvm/alt" + else + local packageName="rocm-llvm" + local packageSummary="ROCm compiler" + local packageSummaryLong="ROCm compiler based on LLVM $llvmParsedVersion" + local installPath="$ROCM_INSTALL_PATH/lib/llvm/" + + if [ "$BUILD_LLVM_DYLIB" == "ON" ] ; then + local packageNameCore="rocm-llvm-core" + local packageSummaryCore="ROCm core compiler dylibs" + local packageSummaryLongCore="ROCm compiler based on LLVM $llvmParsedVersion" + fi + fi + + local packageArch="amd64" + local packageVersion="${llvmParsedVersion}.${LLVM_COMMIT_GITDATE}" + local packageMaintainer="ROCm Compiler Support " + local distBin="$INSTALL_PATH/bin" + local distInc="$INSTALL_PATH/include" + local distLib="$INSTALL_PATH/lib" + local distMan="$INSTALL_PATH/share/man" + local licenseDir="$ROCM_INSTALL_PATH/share/doc/$packageName" + local licenseDirCore="$ROCM_INSTALL_PATH/share/doc/$packageNameCore" + local packageDir="$BUILD_PATH/package" + local backwardsCompatibleSymlink="$ROCM_INSTALL_PATH/llvm" + + local packageDeb="$packageDir/deb" + local controlFile="$packageDeb/DEBIAN/control" + local postinstFile="$packageDeb/DEBIAN/postinst" + local prermFile="$packageDeb/DEBIAN/prerm" + local specFile="$packageDir/$packageName.spec" + local debDependencies="python3, libc6, libstdc++6|libstdc++8, libstdc++-5-dev|libstdc++-7-dev|libstdc++-11-dev, libgcc-5-dev|libgcc-7-dev|libgcc-11-dev, rocm-core" + if [ $BUILD_ALT -eq 1 ]; then + debDependencies="${debDependencies}, rocm-llvm" + fi + local debRecommends="gcc, g++, gcc-multilib, g++-multilib" + + local packageRpm="$packageDir/rpm" + local packageRpmCore="$packageDir/rpm" + local specFile="$packageDir/$packageName.spec" + local specFileCore="$packageDir/$packageNameCore.spec" + local rpmRequires="rocm-core" + if [ "$BUILD_LLVM_DYLIB" == "ON" ] ; then + rpmRequires+=", rocm-llvm-core" + fi + local rpmRequiresCore="rocm-core" + local rpmRecommends="gcc, gcc-c++, devtoolset-7-gcc-c++" + + rm -rf "$packageDir" + echo "rm -rf $packageDir" + rm -rf "$DEB_PATH" + + local amd_compiler_commands=("amdclang" "amdclang++" "amdclang-cl" "amdclang-cpp" "amdflang" "amdlld" "offload-arch") + local amd_man_pages=("amdclang.1.gz" "flang.1.gz" "amdflang.1.gz") + local man_pages=("bugpoint.1" "FileCheck.1" "llvm-ar.1" "llvm-cxxmap.1" "llvm-extract.1" "llvm-lipo.1" "llvm-otool.1" "llvm-readobj.1" "llvm-symbolizer.1" "tblgen.1" + "clang.1" "lit.1" "llvm-as.1" "llvm-diff.1" "llvm-ifs.1" "llvm-locstats.1" "llvm-pdbutil.1" "llvm-remarkutil.1" "llvm-tblgen.1" "clang-tblgen.1" + "llc.1" "llvm-bcanalyzer.1" "llvm-dis.1" "llvm-install-name-tool.1" "llvm-mca.1" "llvm-profdata.1" "llvm-size.1" "llvm-tli-checker.1" "diagtool.1" + "lldb-tblgen.1" "llvm-config.1" "llvm-dwarfdump.1" "llvm-lib.1" "llvm-nm.1" "llvm-profgen.1" "llvm-stress.1" "mlir-tblgen.1" "dsymutil.1" "lli.1" + "llvm-cov.1" "llvm-dwarfutil.1" "llvm-libtool-darwin.1" "llvm-objcopy.1" "llvm-ranlib.1" "llvm-strings.1" "opt.1" "extraclangtools.1" "llvm-addr2line.1" + "llvm-cxxfilt.1" "llvm-exegesis.1" "llvm-link.1" "llvm-objdump.1" "llvm-readelf.1" "llvm-strip.1") + + if [ "$PACKAGEEXT" = "deb" ]; then + + mkdir -p "$packageDeb/$installPath" + mkdir -p "$(dirname $controlFile)" + mkdir -p "$DEB_PATH" + mkdir -p "$packageDeb/$licenseDir" + + if [ "$BUILD_LLVM_DYLIB" == "ON" ] ; then + + mkdir -p "$packageDeb/$licenseDirCore" + + cp -r "$LLVM_ROOT_LCL/LICENSE.TXT" "$packageDeb/$licenseDirCore" + + cp -P "$distLib/libLLVM"*"so"* "$packageDeb/$installPath/" + cp -P "$distLib/libFortran"*"so"* "$packageDeb/$installPath/" + cp -P "$distLib/libclang"*"so"* "$packageDeb/$installPath/" + + echo "Package: $packageNameCore" > $controlFile + echo "Architecture: $packageArch" >> $controlFile + echo "Section: devel" >> $controlFile + echo "Priority: optional" >> $controlFile + echo "Maintainer: $packageMaintainer" >> $controlFile + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" >> $controlFile + echo "Release: ${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" >> $controlFile + echo "Depends: $debDependencies" >> $controlFile + echo "Recommends: $debRecommends" >> $controlFile + echo "Description: $packageSummaryCore" >> $controlFile + echo " $packageSummaryLongCore" >> $controlFile + + fakeroot dpkg-deb -Zgzip --build $packageDeb \ + "${DEB_PATH}/${packageNameCore}_${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}_${packageArch}.deb" + + rm -rf "$controlFile" + rm -rf "$packageDeb/$licenseDirCore" + + rm -f "$packageDeb/$installPath/libLLVM"*"so"* + rm -f "$packageDeb/$installPath/libFortran"*"so"* + rm -f "$packageDeb/$installPath/libclang"*"so"* + + mkdir -p "$(dirname $controlFile)" + + rm -rf "$packageDeb/$installPath/*" + + debDependencies="${debDependencies}, ${packageNameCore}" + fi + + if [ $BUILD_ALT -eq 0 ] ; then + cp -r "$LLVM_ROOT_LCL/LICENSE.TXT" "$packageDeb/$licenseDir" + else + cp -r "$LLVM_PROJECT_ALT_ROOT/EULA" "$packageDeb/$licenseDir" + cp -r "$LLVM_PROJECT_ALT_ROOT/DISCLAIMER.txt" "$packageDeb/$licenseDir" + fi + cp -r "$distBin" "$packageDeb/$installPath/bin" + cp -r "$distInc" "$packageDeb/$installPath/include" + cp -r "$distLib" "$packageDeb/$installPath/lib" + if [ "$BUILD_MANPAGES" == "ON" ]; then + if [ $BUILD_ALT -eq 0 ]; then + for i in "${man_pages[@]}"; do + gzip -f "$distMan/man1/$i" + done + if [ -f "$distMan/man1/clang.1.gz" ]; then + for i in "${amd_man_pages[@]}"; do + ln -sf "clang.1.gz" "$distMan/man1/$i" + done + fi + fi + fi + cp -r "$distMan" "$packageDeb/$installPath/share" + + if [ $BUILD_ALT -eq 0 ]; then + touch "$postinstFile" "$prermFile" + echo "mkdir -p \"$ROCM_INSTALL_PATH/bin\"" >> $postinstFile + for i in "${amd_compiler_commands[@]}"; do + if [ -f "$packageDeb/$installPath/bin/$i" ]; then + echo "ln -s \"../lib/llvm/bin/$i\" \"$ROCM_INSTALL_PATH/bin/$i\"" >> $postinstFile + echo "rm -f \"$ROCM_INSTALL_PATH/bin/$i\"" >> $prermFile + fi + done + echo "rmdir --ignore-fail-on-non-empty \"$ROCM_INSTALL_PATH/bin\"" >> $prermFile + chmod 0555 "$postinstFile" "$prermFile" + cp -P "$backwardsCompatibleSymlink" "$packageDeb/$ROCM_INSTALL_PATH" + fi + + echo "Package: $packageName" > $controlFile + echo "Architecture: $packageArch" >> $controlFile + echo "Section: devel" >> $controlFile + echo "Priority: optional" >> $controlFile + echo "Maintainer: $packageMaintainer" >> $controlFile + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" >> $controlFile + echo "Release: ${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" >> $controlFile + echo "Depends: $debDependencies" >> $controlFile + echo "Recommends: $debRecommends" >> $controlFile + echo "Description: $packageSummary" >> $controlFile + echo " $packageSummaryLong" >> $controlFile + + fakeroot dpkg-deb -Zgzip --build $packageDeb \ + "${DEB_PATH}/${packageName}_${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}_${packageArch}.deb" + fi + + if [ "$PACKAGEEXT" = "rpm" ]; then + mkdir -p "$(dirname $specFile)" + rm -rf "$RPM_PATH" + mkdir -p "$RPM_PATH" + + if [ "$BUILD_LLVM_DYLIB" == "ON" ] ; then + echo "Name: $packageNameCore" > $specFileCore + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}" >> $specFileCore + echo "Release: ${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}%{?dist}" >> $specFileCore + echo "Summary: $packageSummaryCore" >> $specFileCore + echo "Group: System Environment/Libraries" >> $specFileCore + echo "License: ASL 2.0 with exceptions" >> $specFileCore + echo "Requires: $rpmRequiresCore" >> $specFileCore + + echo "%description" >> $specFileCore + echo "$packageSummaryLongCore" >> $specFileCore + + echo "%prep" >> $specFileCore + echo "%setup -T -D -c -n $packageNameCore" >> $specFileCore + + echo "%install" >> $specFileCore + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFileCore + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/lib" >> $specFileCore + echo "mkdir -p \$RPM_BUILD_ROOT/$licenseDirCore" >> $specFileCore + + echo "cp -R $LLVM_ROOT_LCL/LICENSE.TXT \$RPM_BUILD_ROOT/$licenseDirCore" >> $specFileCore + + echo "cp -RP $distLib/libLLVM*so* \$RPM_BUILD_ROOT/$installPath/lib/" >> $specFileCore + echo "cp -RP $distLib/libFortran*so* \$RPM_BUILD_ROOT/$installPath/lib/" >> $specFileCore + echo "cp -RP $distLib/libclang*so* \$RPM_BUILD_ROOT/$installPath/lib/" >> $specFileCore + + echo "%clean" >> $specFileCore + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFileCore + echo "%files " >> $specFileCore + echo "%defattr(-,root,root,-)" >> $specFileCore + echo "$ROCM_INSTALL_PATH" >> $specFileCore + + echo "%post" >> $specFileCore + echo "%preun" >> $specFileCore + echo "%postun" >> $specFileCore + + echo "rpmbuild --define _topdir $packageRpmCore -ba $specFileCore" + rpmbuild --define "_topdir $packageRpmCore" -ba $specFileCore + + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH + fi + + echo "Name: $packageName" > $specFile + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}" >> $specFile + echo "Release: ${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}%{?dist}" >> $specFile + echo "Summary: $packageSummary" >> $specFile + echo "Group: System Environment/Libraries" >> $specFile + if [ $BUILD_ALT -eq 1 ]; then + echo "License: AMD Proprietary" >> $specFile + else + echo "License: ASL 2.0 with exceptions" >> $specFile + fi + echo "Requires: $rpmRequires" >> $specFile + + if [ $BUILD_ALT -eq 1 ]; then + echo "%define _build_id_links none" >> $specFile + fi + + echo "%description" >> $specFile + echo "$packageSummaryLong" >> $specFile + + echo "%prep" >> $specFile + echo "%setup -T -D -c -n $packageName" >> $specFile + + echo "%install" >> $specFile + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/bin" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/include" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/lib" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/share/man" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + + if [ $BUILD_ALT -eq 0 ]; then + echo "cp -R $LLVM_ROOT_LCL/LICENSE.TXT \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + echo "cp -P $backwardsCompatibleSymlink \$RPM_BUILD_ROOT/$ROCM_INSTALL_PATH" >> $specFile + else + echo "cp -R $LLVM_PROJECT_ALT_ROOT/EULA \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + echo "cp -R $LLVM_PROJECT_ALT_ROOT/DISCLAIMER.txt \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + fi + + echo "cp -R $distBin \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "cp -R $distInc \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "cp -R $distLib \$RPM_BUILD_ROOT/$installPath" >> $specFile + if [ "$BUILD_MANPAGES" == "ON" ]; then + if [ $BUILD_ALT -eq 0 ]; then + for i in "${man_pages[@]}"; do + echo "gzip -f $distMan/man1/$i" >> $specFile + done + if [ -f "$distMan/man1/clang.1.gz" ]; then + for i in "${amd_man_pages[@]}"; do + echo "ln -sf clang.1.gz \"$distMan/man1/$i\"" >> $specFile + done + fi + fi + fi + echo "cp -R $distMan \$RPM_BUILD_ROOT/$installPath/share" >> $specFile + + echo "%clean" >> $specFile + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "%files " >> $specFile + if [ "$BUILD_LLVM_DYLIB" == "ON" ] ; then + echo "%exclude $installPath/lib/libLLVM*so*" >> $specFile + echo "%exclude $installPath/lib/libFortran*so*" >> $specFile + echo "%exclude $installPath/lib/libclang*so*" >> $specFile + fi + + echo "%defattr(-,root,root,-)" >> $specFile + echo "$ROCM_INSTALL_PATH" >> $specFile + + echo "%post" >> $specFile + if [ $BUILD_ALT -eq 0 ]; then + echo "mkdir -p \"$ROCM_INSTALL_PATH/bin\"" >> $specFile + for i in "${amd_compiler_commands[@]}"; do + if [ -f "$distBin/$i" ]; then + echo "ln -sf ../lib/llvm/bin/$i \"$ROCM_INSTALL_PATH/bin/$i\"" >> $specFile + fi + done + fi + + echo "%preun" >> $specFile + if [ $BUILD_ALT -eq 0 ]; then + for i in "${amd_compiler_commands[@]}"; do + if [ -f "$distBin/$i" ]; then + echo "rm -f \"$ROCM_INSTALL_PATH/bin/$i\"" >> $specFile + fi + done + echo "rmdir --ignore-fail-on-non-empty \"$ROCM_INSTALL_PATH/bin\"" >> $specFile + fi + + echo "%postun" >> $specFile + + rpmbuild --define "_topdir $packageRpm" -ba $specFile + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH + fi +} + +package_lightning_static() { + + if [ "$BUILD_TYPE" == "Debug" ]; then + return + fi + + get_llvm_version + local llvmParsedVersion="${LLVM_VERSION_MAJOR}.${LLVM_VERSION_MINOR}.${LLVM_VERSION_PATCH}" + + if [ $BUILD_ALT -eq 1 ]; then + local packageName="rocm-llvm-alt" + local packageSummary="Proprietary ROCm core compiler" + local packageSummaryLong="ROCm core compiler, including proprietary optimizations based on LLVM $llvmParsedVersion" + if [ "$PACKAGEEXT" = "deb" ]; then + local packageNameExtra="rocm-llvm-alt-dev" + else + local packageNameExtra="rocm-llvm-alt-devel" + fi + local packageSummaryExtra="Proprietary ROCm compiler dev tools" + local packageSummaryLongExtra="ROCm compiler dev tools and documentation, including proprietary optimizations, based on LLVM $llvmParsedVersion" + local installPath="$ROCM_INSTALL_PATH/lib/llvm/alt" + else + local packageName="rocm-llvm" + local packageSummary="ROCm core compiler" + local packageSummaryLong="ROCm core compiler based on LLVM $llvmParsedVersion" + if [ "$PACKAGEEXT" = "deb" ]; then + local packageNameExtra="rocm-llvm-dev" + else + local packageNameExtra="rocm-llvm-devel" + fi + local packageSummaryExtra="ROCm compiler dev tools" + local packageSummaryLongExtra="ROCm compiler dev tools and documentation, based on LLVM $llvmParsedVersion" + local installPath="$ROCM_INSTALL_PATH/lib/llvm/" + + fi + + local packageArch="amd64" + local packageVersion="${llvmParsedVersion}.${LLVM_COMMIT_GITDATE}" + local packageMaintainer="ROCm Compiler Support " + local distBin="$INSTALL_PATH/bin" + local distInc="$INSTALL_PATH/include" + local distLib="$INSTALL_PATH/lib" + local distMan="$INSTALL_PATH/share/man" + local licenseDir="$ROCM_INSTALL_PATH/share/doc/$packageName" + local licenseDirExtra="$ROCM_INSTALL_PATH/share/doc/$packageNameExtra" + local packageDir="$BUILD_PATH/package" + local backwardsCompatibleSymlink="$ROCM_INSTALL_PATH/llvm" + + local packageDeb="$packageDir/deb" + local controlFile="$packageDeb/DEBIAN/control" + local postinstFile="$packageDeb/DEBIAN/postinst" + local prermFile="$packageDeb/DEBIAN/prerm" + local specFile="$packageDir/$packageName.spec" + local debDependencies="python3, libc6, libstdc++6|libstdc++8, libstdc++-5-dev|libstdc++-7-dev|libstdc++-11-dev, libgcc-5-dev|libgcc-7-dev|libgcc-11-dev, rocm-core" + if [ $BUILD_ALT -eq 1 ]; then + debDependencies="${debDependencies}, rocm-llvm" + fi + local debRecommends="gcc, g++, gcc-multilib, g++-multilib" + + local packageRpm="$packageDir/rpm" + local packageRpmExtra="$packageDir/rpm" + local specFile="$packageDir/$packageName.spec" + local specFileExtra="$packageDir/$packageNameExtra.spec" + local rpmRequires="rocm-core" + local rpmRequiresExtra="rocm-core, $packageName" + if [ $BUILD_ALT -eq 1 ]; then + rpmRequires+=", rocm-llvm" + rpmRequiresExtra+=", rocm-llvm-devel" + fi + local rpmRecommends="gcc, gcc-c++, devtoolset-7-gcc-c++" + + rm -rf "$packageDir" + echo "rm -rf $packageDir" + rm -rf "$DEB_PATH" + + local amd_compiler_commands=("amdclang" "amdclang++" "amdclang-cl" "amdclang-cpp" "amdflang" "amdlld" "offload-arch") + local amd_man_pages=("amdclang.1.gz" "flang.1.gz" "amdflang.1.gz") + local core_bin=("amdgpu-arch" "amdgpu-offload-arch" "amdlld" "amdllvm" "clang" "clang++" "clang-${LLVM_VERSION_MAJOR}" "clang-cl" + "clang-cpp" "clang-build-select-link" "clang-offload-bundler" "clang-offload-packager" "clang-offload-wrapper" "flang" "flang-new" + "ld64.lld" "ld.lld" "llc" "lld" "lld-link" "llvm-ar" "llvm-bitcode-strip" "llvm-dwarfdump" "llvm-install-name-tool" + "llvm-link" "llvm-mc" "llvm-objcopy" "llvm-objdump" "llvm-otool" "llvm-ranlib" "llvm-readelf" "llvm-readobj" "llvm-strip" + "nvidia-arch" "nvptx-arch" "offload-arch" "opt" "wasm-ld" "amdclang" "amdclang++" "amdclang-${LLVM_VERSION_MAJOR}" "amdclang-cl" + "amdclang-cpp" "amdflang" + "clang++.cfg" "clang-${LLVM_VERSION_MAJOR}.cfg" "clang-cl.cfg" "clang-cpp.cfg" "clang.cfg" "rocm.cfg") + local core_lib=("libclang-cpp.so.${LLVM_VERSION_MAJOR}${LLVM_VERSION_SUFFIX}" "libclang-cpp.so" "libclang.so" + "libclang.so.${LLVM_VERSION_MAJOR}${LLVM_VERSION_SUFFIX}" + "libclang.so.${LLVM_VERSION_MAJOR}.${LLVM_VERSION_MINOR}.${LLVM_VERSION_PATCH}${LLVM_VERSION_SUFFIX}" + "libFortranSemantics.a" "libFortranLower.a" "libFortranParser.a" "libFortranCommon.a" + "libFortranRuntime.a" "libFortran_main.a" "libFortranDecimal.a" "libFortranEvaluate.a") + local core_man_pages=("llvm-otool.1" "llvm-readobj.1" "clang.1" "lit.1" "llc.1" "llvm-ar.1" "llvm-dwarfdump.1" "llvm-objcopy.1" "opt.1" + "llvm-link.1" "llvm-mc.1" "llvm-objdump.1" "llvm-ranlib.1" "llvm-readelf.1" "llvm-strip.1") + local dev_man_pages=("bugpoint.1" "FileCheck.1" "llvm-cxxmap.1" "llvm-extract.1" "llvm-lipo.1" "llvm-symbolizer.1" + "tblgen.1" "llvm-as.1" "llvm-diff.1" "llvm-ifs.1" "llvm-locstats.1" "llvm-pdbutil.1" "llvm-remarkutil.1" + "llvm-tblgen.1" "clang-tblgen.1" "llvm-bcanalyzer.1" "llvm-dis.1" "llvm-install-name-tool.1" "llvm-mca.1" + "llvm-profdata.1" "llvm-size.1" "llvm-tli-checker.1" "diagtool.1" "lldb-tblgen.1" "llvm-config.1" "llvm-lib.1" + "llvm-nm.1" "llvm-opt-report.1" "llvm-profgen.1" "llvm-reduce.1" "llvm-stress.1" "mlir-tblgen.1" "dsymutil.1" + "lli.1" "llvm-cov.1" "llvm-dwarfutil.1" "llvm-libtool-darwin.1" "llvm-strings.1" + "extraclangtools.1" "llvm-addr2line.1" "llvm-cxxfilt.1" "llvm-exegesis.1" "scan-build.1") + + if [ "$PACKAGEEXT" = "deb" ]; then + mkdir -p "$packageDeb/$installPath" + mkdir "${controlFile%/*}" + mkdir -p "$DEB_PATH" + mkdir -p "$packageDeb/$licenseDir" + + if [ $BUILD_ALT -eq 0 ] ; then + cp -r "$LLVM_ROOT_LCL/LICENSE.TXT" "$packageDeb/$licenseDir" + else + cp -r "$LLVM_PROJECT_ALT_ROOT/EULA" "$packageDeb/$licenseDir" + cp -r "$LLVM_PROJECT_ALT_ROOT/DISCLAIMER.txt" "$packageDeb/$licenseDir" + fi + + mkdir -p "$packageDeb/$installPath/bin" + for i in "${core_bin[@]}"; do + if [ -f "$distBin/$i" ]; then + cp -d "$distBin"/$i "$packageDeb/$installPath/bin/" + fi + done + + cp -d "$distBin/flang" "$packageDeb/$installPath/bin/" + + mkdir -p "$packageDeb/$installPath/lib/clang" + cp -r "$distLib/clang/" "$packageDeb/$installPath/lib/" + + if [ $FLANG_NEW -eq 1 ]; then + mkdir -p "$packageDeb/$installPath/include/flang" + cp -r "$distInc/flang/" "$packageDeb/$installPath/include/" + fi + + for i in "${core_lib[@]}"; do + if [ -f "$distLib/$i" ]; then + cp -dr "$distLib"/$i "$packageDeb/$installPath/lib" + fi + done + + if [ "$BUILD_MANPAGES" == "ON" ]; then + if [ $BUILD_ALT -eq 0 ]; then + mkdir -p "$packageDeb/$installPath/share/man1" + for i in "${core_man_pages[@]}"; do + if [ -f "$distMan/man1/$i" ]; then + gzip -f "$distMan/man1/$i" + cp -d "$distMan/man1/${i}.gz" "$packageDeb/$installPath/share/man1/" + fi + done + if [ -f "$distMan/man1/clang.1.gz" ]; then + for i in "${amd_man_pages[@]}"; do + ln -sf "clang.1.gz" "$distMan/man1/$i" + cp -d "$distMan/man1/${i}" "$packageDeb/$installPath/share/man1/" + done + fi + fi + fi + + if [ $BUILD_ALT -eq 0 ]; then + touch "$postinstFile" "$prermFile" + echo "mkdir -p \"$ROCM_INSTALL_PATH/bin\"" >> $postinstFile + for i in "${amd_compiler_commands[@]}"; do + if [ -f "$packageDeb/$installPath/bin/$i" ]; then + echo "ln -s \"../lib/llvm/bin/$i\" \"$ROCM_INSTALL_PATH/bin/$i\"" >> $postinstFile + echo "rm -f \"$ROCM_INSTALL_PATH/bin/$i\"" >> $prermFile + fi + done + echo "rmdir --ignore-fail-on-non-empty \"$ROCM_INSTALL_PATH/bin\"" >> $prermFile + chmod 0555 "$postinstFile" "$prermFile" + cp -P "$backwardsCompatibleSymlink" "$packageDeb/$ROCM_INSTALL_PATH" + fi + + { + echo "Package: $packageName" + echo "Architecture: $packageArch" + echo "Section: devel" + echo "Priority: optional" + echo "Maintainer: $packageMaintainer" + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" + echo "Release: ${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" + echo "Depends: $debDependencies" + echo "Recommends: $debRecommends" + echo "Description: $packageSummary" + echo " $packageSummaryLong" + } >> "$controlFile" + + fakeroot dpkg-deb -Zgzip --build $packageDeb \ + "${DEB_PATH}/${packageName}_${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}_${packageArch}.deb" + + rm -rf "$controlFile" + rm -rf "$packageDeb" + + mkdir -p "$packageDeb/$installPath" + mkdir "${controlFile%/*}" + mkdir -p "$DEB_PATH" + mkdir -p "$packageDeb/$licenseDirExtra" + + if [ $BUILD_ALT -eq 0 ] ; then + cp -r "$LLVM_ROOT_LCL/LICENSE.TXT" "$packageDeb/$licenseDirExtra" + else + cp -r "$LLVM_PROJECT_ALT_ROOT/EULA" "$packageDeb/$licenseDirExtra" + cp -r "$LLVM_PROJECT_ALT_ROOT/DISCLAIMER.txt" "$packageDeb/$licenseDirExtra" + fi + + mkdir -p "$packageDeb/$installPath/bin" + for i in "$distBin"/*; do + bin=$(basename "$i") + contains "$bin" "${core_bin[@]}" "${amd_compiler_commands[@]}" && continue + cp -d "$i" "$packageDeb/$installPath/bin/" + done + + for i in "$distLib"/*; do + lib=$(basename "$i") + contains "$lib" "${core_lib[@]}" && continue + cp -dr "$i" "$packageDeb/$installPath/lib/" + done + rm -rf "$packageDeb/$installPath/lib/clang" + + cp -r "$distInc" "$packageDeb/$installPath/include" + + if [ $FLANG_NEW -eq 1 ]; then + rm -rf "$packageDeb/$installPath/include/flang" + fi + + if [ "$BUILD_MANPAGES" == "ON" ]; then + if [ $BUILD_ALT -eq 0 ]; then + mkdir -p "$packageDeb/$installPath/share/man1" + for i in "${dev_man_pages[@]}"; do + if [ -f "$distMan/man1/$i" ]; then + gzip -f "$distMan/man1/$i" + cp -d "$distMan/man1/${i}.gz" "$packageDeb/$installPath/share/man1/" + fi + done + fi + fi + + debDependencies="${debDependencies}, ${packageName}" + if [ $BUILD_ALT -eq 1 ]; then + debDependencies="${debDependencies}, rocm-llvm-dev" + fi + + echo "Package: $packageNameExtra" > $controlFile + echo "Architecture: $packageArch" >> $controlFile + echo "Section: devel" >> $controlFile + echo "Priority: optional" >> $controlFile + echo "Maintainer: $packageMaintainer" >> $controlFile + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" >> $controlFile + echo "Release: ${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" >> $controlFile + echo "Depends: $debDependencies" >> $controlFile + echo "Recommends: $debRecommends" >> $controlFile + echo "Description: $packageSummaryExtra" >> $controlFile + echo " $packageSummaryLongExtra" >> $controlFile + + fakeroot dpkg-deb -Zgzip --build $packageDeb \ + "${DEB_PATH}/${packageNameExtra}_${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}_${packageArch}.deb" + fi + + if [ "$PACKAGEEXT" = "rpm" ]; then + + mkdir -p "$(dirname $specFile)" + rm -rf "$RPM_PATH" + mkdir -p "$RPM_PATH" + + echo "Name: $packageName" > $specFile + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}" >> $specFile + echo "Release: ${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}%{?dist}" >> $specFile + echo "Summary: $packageSummary" >> $specFile + echo "Group: System Environment/Libraries" >> $specFile + echo "License: ASL 2.0 with exceptions" >> $specFile + echo "Requires: $rpmRequires" >> $specFile + + echo "%description" >> $specFile + echo "$packageSummaryLong" >> $specFile + + echo "%prep" >> $specFile + echo "%setup -T -D -c -n $packageName" >> $specFile + + echo "%install" >> $specFile + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/bin" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + + if [ $BUILD_ALT -eq 0 ]; then + echo "cp -R $LLVM_ROOT_LCL/LICENSE.TXT \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + echo "cp -P $backwardsCompatibleSymlink \$RPM_BUILD_ROOT/$ROCM_INSTALL_PATH" >> $specFile + else + echo "cp -R $LLVM_PROJECT_ALT_ROOT/EULA \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + echo "cp -R $LLVM_PROJECT_ALT_ROOT/DISCLAIMER.txt \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + fi + + for i in "${core_bin[@]}"; do + if [ -f "$distBin/$i" ]; then + echo "cp -d \"$distBin\"/$i \$RPM_BUILD_ROOT/$installPath/bin/" >> $specFile + fi + done + + echo "cp -d \"$distBin/flang\" \$RPM_BUILD_ROOT/$installPath/bin/" >> $specFile + + # Copy the config files + if [ $BUILD_ALT -eq 0 ]; then + echo "cp -d \"$distBin\"/*.cfg \$RPM_BUILD_ROOT/$installPath/bin/" >> $specFile + fi + + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/lib/clang" >> $specFile + echo "cp -R \"$distLib/clang/\" \$RPM_BUILD_ROOT/$installPath/lib/" >> $specFile + + if [ $FLANG_NEW -eq 1 ]; then + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/include/flang" >> $specFile + echo "cp -R \"$distInc/flang/\" \$RPM_BUILD_ROOT/$installPath/include/" >> $specFile + fi + + for i in "${core_lib[@]}"; do + if [ -f "$distLib/$i" ]; then + echo "cp -dr \"$distLib\"/$i \$RPM_BUILD_ROOT/$installPath/lib/" >> $specFile + fi + done + + if [ "$BUILD_MANPAGES" == "ON" ]; then + if [ $BUILD_ALT -eq 0 ]; then + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/share/man/man1" >> $specFile + + for i in "${core_man_pages[@]}"; do + if [ -f "$distMan/man1/$i" ]; then + echo "gzip -f $distMan/man1/$i" >> $specFile + echo "cp -d $distMan/man1/${i}.gz \$RPM_BUILD_ROOT/$installPath/share/man/man1/" >> $specFile + fi + done + + if [ -f "$distMan/man1/clang.1.gz" ]; then + for i in "${amd_man_pages[@]}"; do + echo "ln -sf clang.1.gz \"$distMan/man1/$i\"" >> $specFile + echo "cp -d $distMan/man1/${i} \$RPM_BUILD_ROOT/$installPath/share/man/man1/" >> $specFile + done + fi + fi + fi + + echo "%clean" >> $specFile + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "%files " >> $specFile + echo "%defattr(-,root,root,-)" >> $specFile + { + echo "$ROCM_INSTALL_PATH" + + echo "%post" + if [ $BUILD_ALT -eq 0 ]; then + echo "mkdir -p \"$ROCM_INSTALL_PATH/bin\"" + for i in "${amd_compiler_commands[@]}"; do + if [ -f "$distBin/$i" ]; then + echo "ln -sf ../lib/llvm/bin/$i \"$ROCM_INSTALL_PATH/bin/$i\"" + fi + done + fi + + echo "%preun" + if [ $BUILD_ALT -eq 0 ]; then + for i in "${amd_compiler_commands[@]}"; do + if [ -f "$distBin/$i" ]; then + echo "rm -f \"$ROCM_INSTALL_PATH/bin/$i\"" + fi + done + echo "rmdir --ignore-fail-on-non-empty \"$ROCM_INSTALL_PATH/bin\"" + fi + + echo "%postun" + } >> "$specFile" + + echo "rpmbuild --define _topdir $packageRpm -ba $specFile" + rpmbuild --define "_topdir $packageRpm" -ba $specFile + + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH + + echo "Name: $packageNameExtra" > $specFileExtra + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}" >> $specFileExtra + echo "Release: ${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}%{?dist}" >> $specFileExtra + echo "Summary: $packageSummaryExtra" >> $specFileExtra + echo "Group: System Environment/Libraries" >> $specFileExtra + if [ $BUILD_ALT -eq 1 ]; then + echo "License: AMD Proprietary" >> $specFileExtra + else + echo "License: ASL 2.0 with exceptions" >> $specFileExtra + fi + echo "Requires: $rpmRequiresExtra" >> $specFileExtra + + if [ $BUILD_ALT -eq 1 ]; then + echo "%define _build_id_links none" >> $specFileExtra + fi + + echo "%description" >> $specFileExtra + echo "$packageSummaryLongExtra" >> $specFileExtra + + echo "%prep" >> $specFileExtra + echo "%setup -T -D -c -n $packageNameExtra" >> $specFileExtra + + echo "%install" >> $specFileExtra + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFileExtra + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/bin" >> $specFileExtra + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/include" >> $specFileExtra + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/lib" >> $specFileExtra + echo "mkdir -p \$RPM_BUILD_ROOT/$licenseDirExtra" >> $specFileExtra + + if [ $BUILD_ALT -eq 0 ]; then + echo "cp -R $LLVM_ROOT_LCL/LICENSE.TXT \$RPM_BUILD_ROOT/$licenseDirExtra" >> $specFileExtra + echo "cp -P $backwardsCompatibleSymlink \$RPM_BUILD_ROOT/$ROCM_INSTALL_PATH" >> $specFileExtra + else + echo "cp -R $LLVM_PROJECT_ALT_ROOT/EULA \$RPM_BUILD_ROOT/$licenseDirExtra" >> $specFileExtra + echo "cp -R $LLVM_PROJECT_ALT_ROOT/DISCLAIMER.txt \$RPM_BUILD_ROOT/$licenseDirExtra" >> $specFileExtra + fi + + for i in "$distBin"/*; do + bin=$(basename "$i") + contains "$bin" "${core_bin[@]}" "${amd_compiler_commands[@]}" && continue + echo "cp -d \"$i\" \$RPM_BUILD_ROOT/$installPath/bin/" >> $specFileExtra + done + + for i in "$distLib"/*; do + lib=$(basename "$i") + contains "$lib" "${core_lib[@]}" && continue + echo "cp -dr \"$i\" \$RPM_BUILD_ROOT/$installPath/lib/" >> $specFileExtra + done + + echo "cp -R $distInc \$RPM_BUILD_ROOT/$installPath" >> $specFileExtra + + echo "rm -rf \$RPM_BUILD_ROOT/$installPath/lib/clang" >> $specFileExtra + + if [ $FLANG_NEW -eq 1 ]; then + + echo "rm -rf \$RPM_BUILD_ROOT/$installPath/include/flang" >> $specFileExtra + fi + + if [ "$BUILD_MANPAGES" == "ON" ]; then + if [ $BUILD_ALT -eq 0 ]; then + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/share/man/man1" >> $specFileExtra + + for i in "${extra_man_pages[@]}"; do + if [ -f "$distMan/man1/$i" ]; then + echo "gzip -f $distMan/man1/$i" >> $specFileExtra + echo "cp -d \"$distMan/man1/${i}.gz\" \$RPM_BUILD_ROOT/$installPath/share/man/man1/" >> $specFileExtra + fi + done + fi + fi + + echo "%clean" >> $specFileExtra + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFileExtra + echo "%files " >> $specFileExtra + + echo "%defattr(-,root,root,-)" >> $specFileExtra + echo "$ROCM_INSTALL_PATH" >> $specFileExtra + + echo "%post" >> $specFileExtra + echo "%preun" >> $specFileExtra + echo "%postun" >> $specFileExtra + + rpmbuild --define "_topdir $packageRpmExtra" -ba $specFileExtra + mv $packageRpmExtra/RPMS/x86_64/*.rpm $RPM_PATH + fi +} + +package_docs() { + + if [ "$BUILD_TYPE" == "Debug" ]; then + return + fi + + if [ "$BUILD_MANPAGES" == "OFF" ]; then + return + fi + + get_llvm_version + local llvmParsedVersion="${LLVM_VERSION_MAJOR}.${LLVM_VERSION_MINOR}.${LLVM_VERSION_PATCH}" + + local packageName="rocm-llvm-docs" + local packageSummary="ROCm LLVM compiler documentation" + local packageSummaryLong="Documenation for LLVM $llvmParsedVersion" + local installPath="$ROCM_INSTALL_PATH/lib/llvm/share" + + local packageArch="amd64" + local packageVersion="${llvmParsedVersion}.${LLVM_COMMIT_GITDATE}" + local packageMaintainer="ROCm Compiler Support " + local distDoc="$INSTALL_PATH/share/doc" + + local licenseDir="$ROCM_INSTALL_PATH/share/doc/$packageName" + local packageDir="$BUILD_PATH/package" + + local packageDeb="$packageDir/deb" + local controlFile="$packageDeb/DEBIAN/control" + + local packageRpm="$packageDir/rpm" + local specFile="$packageDir/$packageName.spec" + + rm -rf "$packageDir" + echo "rm -rf $packageDir" + + if [ "$PACKAGEEXT" = "deb" ]; then + + mkdir -p "$packageDeb/$installPath" + mkdir "${controlFile%/*}" + mkdir -p "$packageDeb/$licenseDir" + + cp -r "$LLVM_ROOT_LCL/LICENSE.TXT" "$packageDeb/$licenseDir" + + cp -r "$distDoc" "$packageDeb/$installPath/doc" + + { + echo "Package: $packageName" + echo "Architecture: $packageArch" + echo "Section: devel" + echo "Priority: optional" + echo "Maintainer: $packageMaintainer" + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" + echo "Release: ${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}" + echo "Recommends: $debRecommends" + echo "Description: $packageSummary" + echo " $packageSummaryLong" + } >> "$controlFile" + + fakeroot dpkg-deb -Zgzip --build $packageDeb \ + "${DEB_PATH}/${packageName}_${packageVersion}.${ROCM_LIBPATCH_VERSION}-${JOB_DESIGNATOR}${BUILD_ID}~${DISTRO_RELEASE}_${packageArch}.deb" + fi + + if [ "$PACKAGEEXT" = "rpm" ]; then + + mkdir -p "$(dirname $specFile)" + mkdir -p "$RPM_PATH" + + echo "Name: $packageName" > $specFile + echo "Version: ${packageVersion}.${ROCM_LIBPATCH_VERSION}" >> $specFile + echo "Release: ${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}%{?dist}" >> $specFile + echo "Summary: $packageSummary" >> $specFile + echo "Group: System Environment/Libraries" >> $specFile + echo "License: ASL 2.0 with exceptions" >> $specFile + + echo "%description" >> $specFile + echo "$packageSummaryLong" >> $specFile + + echo "%prep" >> $specFile + echo "%setup -T -D -c -n $packageName" >> $specFile + + echo "%install" >> $specFile + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$installPath/doc" >> $specFile + echo "mkdir -p \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + + echo "cp -R $LLVM_ROOT_LCL/LICENSE.TXT \$RPM_BUILD_ROOT/$licenseDir" >> $specFile + + echo "cp -R \"$distDoc\" \$RPM_BUILD_ROOT/$installPath" >> $specFile + + echo "%clean" >> $specFile + echo "rm -rf \$RPM_BUILD_ROOT/$installPath" >> $specFile + echo "%files " >> $specFile + echo "%defattr(-,root,root,-)" >> $specFile + + echo "$ROCM_INSTALL_PATH" >> $specFile + + rpmbuild --define "_topdir $packageRpm" -ba $specFile + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH + + fi + +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +build() { + mkdir -p "${INSTALL_PATH}" + build_lightning + if [ $BUILD_ALT -eq 0 ] ; then + create_compiler_config_files + fi +} + +case $TARGET in + (clean) clean_lightning ;; + (all) + time build + time package_lightning_static + time package_docs + ;; + (build) + build + ;; + (package) + package_lightning_static + package_docs + ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_miopen-deps.sh b/rocm-build/build_miopen-deps.sh new file mode 100755 index 000000000..48910fac0 --- /dev/null +++ b/rocm-build/build_miopen-deps.sh @@ -0,0 +1,73 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src MIOpen + +build_miopen_mlir() { + echo "Building rocMLIR" + mlir_commit="$1" + if [ -z "$mlir_commit" ]; then + echo "rocMLIR entry was not found in requirements.txt" + return + fi + mkdir -p /var/tmp/rocMLIR && cd /var/tmp/rocMLIR + wget -nv "https://www.github.com/ROCmSoftwarePlatform/rocMLIR/archive/${mlir_commit}.tar.gz" + tar -xzf "${mlir_commit}.tar.gz" + cd "rocMLIR-${mlir_commit}" + mkdir build && cd build + cmake \ + -G Ninja \ + -DCMAKE_C_COMPILER="${ROCM_PATH}/llvm/bin/clang" \ + -DCMAKE_CXX_COMPILER="${ROCM_PATH}/llvm/bin/clang++" \ + -DCMAKE_BUILD_TYPE=Release \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH};${HOME}/miopen-deps" \ + -DCMAKE_INSTALL_PREFIX="$ROCM_PATH" \ + -DBUILD_FAT_LIBROCKCOMPILER=1 \ + .. + cmake --build . -- librockCompiler -j${PROC} + cmake --build . -- install + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + + echo "Finished building rocMLIR" +} + +clean_miopen_mlir() { + echo "Cleaning rocMLIR" + rm -rf /var/tmp/rocMLIR +} + +build_miopen_deps() { + echo "Start build" + cd "$COMPONENT_SRC" + + # Commenting the rocMLIR & composable_kernel from requirements.txt + sed -i '/ROCmSoftwarePlatform\/rocMLIR@\|ROCmSoftwarePlatform\/composable_kernel@/s/^/#/' requirements.txt + # Extract MLIR commit from requirements.txt + MLIR_COMMIT="$(awk '/rocMLIR/ {split($1, s, "@"); print s[2]}' requirements.txt)" + + + pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz + PATH="${PATH}:${ROCM_PATH}:${HOME}/.local/bin" rbuild prepare -d "$HOME/miopen-deps" --cxx=${ROCM_PATH}/llvm/bin/clang++ --cc ${ROCM_PATH}/llvm/bin/clang + build_miopen_mlir "$MLIR_COMMIT" + + show_build_cache_stats +} + +clean_miopen_deps() { + echo "Cleaning MIOpen-Deps build directory: ${BUILD_DIR}" + rm -rf "$BUILD_DIR" + clean_miopen_mlir + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_miopen_deps ;; + outdir) ;; + clean) clean_miopen_deps ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_miopen-hip.sh b/rocm-build/build_miopen-hip.sh new file mode 100755 index 000000000..e4267b96d --- /dev/null +++ b/rocm-build/build_miopen-hip.sh @@ -0,0 +1,62 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src MIOpen + +PACKAGE_DIR=${PACKAGE_DIR%\/*}/miopen-hip +DEB_PATH=$PACKAGE_DIR +RPM_PATH=$PACKAGE_DIR + +build_miopen_hip() { + echo "Start build" + + cd $COMPONENT_SRC + + checkout_lfs + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + mkdir "$BUILD_DIR" && cd "$BUILD_DIR" + cmake \ + $(rocm_common_cmake_params) \ + -DMIOPEN_BACKEND=HIP \ + -DCMAKE_CXX_COMPILER="${ROCM_PATH}/llvm/bin/clang++" \ + -DCMAKE_C_COMPILER="${ROCM_PATH}/llvm/bin/clang" \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH};${ROCM_PATH}/hip;${HOME}/miopen-deps" \ + -DHIP_OC_COMPILER="${ROCM_PATH}/bin/clang-ocl" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf $BUILD_DIR/_CPack_Packages/ && find $BUILD_DIR -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_miopen_hip() { + echo "Cleaning MIOpen-HIP build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +checkout_lfs() { + git lfs install --local --force + git lfs pull --exclude= +} + +stage2_command_args "$@" + +case $TARGET in + build) build_miopen_hip ;; + outdir) print_output_directory ;; + clean) clean_miopen_hip ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_mivisionx.sh b/rocm-build/build_mivisionx.sh new file mode 100755 index 000000000..7bfe40dc3 --- /dev/null +++ b/rocm-build/build_mivisionx.sh @@ -0,0 +1,59 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src MIVisionX +BUILD_DEV=ON + +build_mivisionx() { + echo "Start build" + + mkdir -p $BUILD_DIR && cd $BUILD_DIR + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + BUILD_DEV=OFF + fi + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100" + fi + + cmake \ + $(rocm_common_cmake_params) \ + -DROCM_PATH="$ROCM_PATH" \ + -DBUILD_DEV=$BUILD_DEV \ + -DCMAKE_INSTALL_LIBDIR=$(getInstallLibDir) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DROCM_DEP_ROCMCORE=ON \ + -DROCAL_PYTHON=OFF \ + ${LAUNCHER_FLAGS} \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cpack -G ${PKGTYPE^^} + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR + cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_mivisionx() { + echo "Cleaning MIVisionX build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_mivisionx ;; + outdir) print_output_directory ;; + clean) clean_mivisionx ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_opencl_on_rocclr.sh b/rocm-build/build_opencl_on_rocclr.sh new file mode 100755 index 000000000..59fd3984d --- /dev/null +++ b/rocm-build/build_opencl_on_rocclr.sh @@ -0,0 +1,155 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...] [make options]" + echo + echo "Options:" + echo " -h, --help Prints this help" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} +MAKEOPTS="$DASH_JAY" + +BUILD_PATH="$(getBuildPath opencl-on-rocclr)" + +TARGET="build" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_DEB="$PACKAGE_ROOT/deb/opencl-on-rocclr" +PACKAGE_RPM="$PACKAGE_ROOT/rpm/opencl-on-rocclr" +CORE_BUILD_DIR="$(getBuildPath hsa-core)" +ROCclr_BUILD_DIR="$(getBuildPath rocclr)" +BUILD_TYPE="Debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso: --long help,clean,release,static,address_sanitizer,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_opencl_on_rocclr() { + rm -rf "$BUILD_PATH" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" + rm -rf "$PACKAGE_ROOT/bin/clinfo" + rm -rf "$PACKAGE_ROOT/lib/libOpenCL.so*" + rm -rf "$PACKAGE_ROOT/lib/libamdocl64.so" + rm -rf "$PACKAGE_ROOT/lib/libcltrace.so" +} + +build_opencl_on_rocclr() { + if [ -e "$CLR_ROOT/CMakeLists.txt" ]; then + _OCL_CMAKELIST_DIR="$CLR_ROOT" + _OCL_CMAKELIST_OPT="-DCLR_BUILD_HIP=OFF -DCLR_BUILD_OCL=ON" + elif [ ! -e "$OPENCL_ON_ROCclr_ROOT/CMakeLists.txt" ]; then + echo "No $OPENCL_ON_ROCclr_ROOT/CMakeLists.txt file, skipping opencl on rocclr" >&2 + echo "No $OPENCL_ON_ROCclr_ROOT/CMakeLists.txt file, skipping opencl on rocclr" + exit 0 + else + _OCL_CMAKELIST_DIR="$OPENCL_ON_ROCclr_ROOT" + _OCL_CMAKELIST_OPT="" + fi + + echo "$_OCL_CMAKELIST_DIR" + mkdir -p "$BUILD_PATH" + pushd "$BUILD_PATH" + + if [ ! -e Makefile ]; then + echo "Building OpenCL-On-ROCclr CMake environment" + + cmake \ + $(rocm_cmake_params) \ + -DUSE_COMGR_LIBRARY=ON \ + $(rocm_common_cmake_params) \ + -DLINK_COMGR_STATIC="no" \ + -DBUILD_TESTS=ON \ + $_OCL_CMAKELIST_OPT \ + "$_OCL_CMAKELIST_DIR" + + echo "CMake complete" + fi + + echo "Building OpenCL-On-ROCclr" + cmake --build . -- $MAKEOPTS + + echo "Installing OpenCL-On-ROCclr" + cmake --build . -- $MAKEOPTS install + + popd +} + +package_opencl_on_rocclr() { + echo "Packaging OpenCL-On-ROCclr" + pushd "$BUILD_PATH" + cmake --build . -- package + mkdir -p $PACKAGE_DEB + mkdir -p $PACKAGE_RPM + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" *.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" *.rpm + popd +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_opencl_on_rocclr ;; + (build) build_opencl_on_rocclr ; package_opencl_on_rocclr ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_openmp_extras.sh b/rocm-build/build_openmp_extras.sh new file mode 100755 index 000000000..2331b0671 --- /dev/null +++ b/rocm-build/build_openmp_extras.sh @@ -0,0 +1,673 @@ +#!/bin/bash + +source ${BASH_SOURCE%/*}/compute_utils.sh + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +packageMajorVersion="17.60" +packageMinorVersion="0" +packageVersion="${packageMajorVersion}.${packageMinorVersion}.${ROCM_LIBPATCH_VERSION}" +BUILD_PATH="$(getBuildPath openmp-extras)" +DEB_PATH="$(getDebPath openmp-extras)" +RPM_PATH="$(getRpmPath openmp-extras)" +TARGET="build" +MAKEOPTS="$DASH_JAY" + +export INSTALL_PREFIX=${ROCM_INSTALL_PATH} + +while [ "$1" != "" ]; +do + case $1 in + -c | --clean ) + TARGET="clean" ;; + -p | --package ) + TARGET="package" ;; + -r | --release ) + ;; + -a | --address_sanitizer ) + set_asan_env_vars + set_address_sanitizer_on + export ROCM_CMAKECONFIG_PATH="$INSTALL_PREFIX/lib/asan/cmake" + export VERBOSE=1 + export LDSHARED="$INSTALL_PREFIX/lib/llvm/bin/clang -shared -Wl,-O1 -Wl,-Bsymbolic-functions -Wl,-z,relro -g -fwrapv -O2" + export SANITIZER=1 ;; + -o | --outdir ) + shift 1; PKGTYPE=$1 ; TARGET="outdir" ;; + -h | --help ) + printUsage ; exit 0 ;; + *) + MAKEARG=$@ ; break ;; + esac + shift 1 +done + + +clean_openmp_extras() { + rm -rf "$BUILD_PATH" + rm -rf "$INSTALL_PREFIX/openmp-extras" +} + +toStdoutStderr(){ + printf '%s\n' "$@" >&2 + printf '%s\n' "$@" +} + +clean_examples(){ + rm -f "$1"/*.sh + rm -f "$1"/fortran/*.sh + rm -f "$1"/openmp/*.sh +} + +build_openmp_extras() { + mkdir -p "$BUILD_PATH" + pushd "$BUILD_PATH" + echo "Building openmp-extras" + echo BUILD_PATH: $BUILD_PATH + echo "INSTALL_PREFIX:$INSTALL_PREFIX" + export AOMP_STANDALONE_BUILD=0 + set +e + checkDevel=$(grep "ENABLE_DEVEL_PACKAGE=ON" $AOMP_REPOS/aomp/bin/build_openmp.sh) + set -e + if [ "$checkDevel" == "" ]; then + export AOMP=$INSTALL_PREFIX/lib/llvm + else + export DEVEL_PACKAGE="devel/" + export AOMP=$INSTALL_PREFIX/openmp-extras + fi + export BUILD_AOMP=$BUILD_PATH + + if [ "$EPSDB" == "1" ]; then + export ROCM_DIR=$ROCM_INSTALL_PATH + else + export ROCM_DIR=$INSTALL_PREFIX + fi + + if [ -d "$ROCM_DIR" ]; then + echo "--------------------------" + echo "ROCM_DIR:" + echo "----------" + ls $ROCM_DIR + echo "--------------------------" + fi + if [ -d "$ROCM_DIR"/include ]; then + echo "ROCM_DIR/include:" + echo "----------" + ls $ROCM_DIR/include + echo "--------------------------" + fi + if [ -d "$ROCM_DIR"/include/hsa ]; then + echo "ROCM_DIR/include/hsa:" + echo "----------" + ls $ROCM_DIR/include/hsa + echo "--------------------------" + fi + + export AOMP_JENKINS_BUILD_LIST="extras openmp pgmath flang flang_runtime" + echo "BEGIN Build of openmp-extras" + "$AOMP_REPOS"/aomp/bin/build_aomp.sh $MAKEARG + popd +} + +package_openmp_extras_deb() { + local packageName=$1 + local packageDeb="$packageDir/deb" + local packageArch="amd64" + local packageMaintainer="Openmp Extras Support " + local packageSummary="OpenMP Extras provides openmp and flang libraries." + local packageSummaryLong="openmp-extras $packageVersion is based on LLVM 15 and is used for offloading to Radeon GPUs." + local debDependencies="rocm-llvm, rocm-device-libs, rocm-core" + local debRecommends="gcc, g++" + local controlFile="$packageDeb/openmp-extras/DEBIAN/control" + + if [ "$packageName" == "openmp-extras-runtime" ]; then + packageType="runtime" + debDependencies="rocm-core, hsa-rocr" + else + local debProvides="openmp-extras" + local debConflicts="openmp-extras" + local debReplaces="openmp-extras" + packageType="devel" + debDependencies="$debDependencies, openmp-extras-runtime, hsa-rocr-dev" + fi + + if [ -f "$BUILD_PATH"/build/installed_files.txt ] && [ ! -d "$INSTALL_PREFIX"/openmp-extras/devel ]; then + if [ "$packageType" == "runtime" ]; then + rm -rf "$packageDir" + rm -rf "$DEB_PATH" + mkdir -p "$DEB_PATH" + mkdir -p $packageDeb/openmp-extras + + mkdir -p $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras + cp -r $AOMP_REPOS/aomp/LICENSE $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras/LICENSE.apache2 + cp -r $AOMP_REPOS/aomp-extras/LICENSE $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras/LICENSE.mit + cp -r $AOMP_REPOS/flang/LICENSE.txt $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras/LICENSE.flang + else + rm -rf $packageDeb/openmp-extras/* + mkdir -p $packageDeb/openmp-extras$copyPath/bin + cp -r --parents "$installPath"/lib-debug/src $packageDeb/openmp-extras + fi + else + if [ "$packageType" == "runtime" ]; then + rm -rf "$packageDir" + rm -rf "$DEB_PATH" + mkdir -p "$DEB_PATH" + mkdir -p $packageDeb/openmp-extras$installPath + mkdir -p $packageDeb/openmp-extras$installPath/lib/clang/$llvm_ver/include + mkdir -p $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras + cp -r $AOMP_REPOS/aomp/LICENSE $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras/LICENSE.apache2 + cp -r $AOMP_REPOS/aomp-extras/LICENSE $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras/LICENSE.mit + cp -r $AOMP_REPOS/flang/LICENSE.txt $packageDeb/openmp-extras$copyPath/share/doc/openmp-extras/LICENSE.flang + else + rm -rf $packageDeb/openmp-extras$installPath/* + rm -rf $packageDeb/openmp-extras/bin + rm -rf $packageDeb/openmp-extras$copyPath/share + echo mkdir -p $packageDeb/openmp-extras$copyPath/bin + mkdir -p $packageDeb/openmp-extras$copyPath/bin + mkdir -p $packageDeb/openmp-extras$installPath/lib/clang/$llvm_ver/include + fi + fi + + mkdir -p "$(dirname $controlFile)" + + if [ -f "$BUILD_PATH"/build/installed_files.txt ] && [ ! -d "$INSTALL_PREFIX"/openmp-extras/devel ]; then + if [ "$packageType" == "runtime" ]; then + cat "$BUILD_PATH"/build/installed_files.txt | grep -P '\.so|\.a' | cut -d":" -f2 | cut -d" " -f2 | xargs -I {} cp -d --parents {} "$packageDeb"/openmp-extras + + cp -d --parents "$installPath/lib/libgomp.so" "$packageDeb"/openmp-extras + cp -d --parents "$installPath/lib/libiomp5.so" "$packageDeb"/openmp-extras + cp -d --parents "$installPath/lib-debug/libgomp.so" "$packageDeb"/openmp-extras + cp -d --parents "$installPath/lib-debug/libiomp5.so" "$packageDeb"/openmp-extras + else + cat "$BUILD_PATH"/build/installed_files.txt | grep -Pv '\.so|\.a' | cut -d":" -f2 | cut -d" " -f2 | xargs -I {} cp -d --parents {} "$packageDeb"/openmp-extras + fi + else + cp -r "$AOMP"/"$packageType"/* "$packageDeb"/openmp-extras"$installPath" + fi + + if [ "$packageType" == "devel" ]; then + mkdir -p "$packageDeb"/openmp-extras"$copyPath"/share/openmp-extras/examples + echo cp -r "$AOMP_REPOS"/aomp/examples/fortran "$packageDeb"/openmp-extras"$copyPath"/share/openmp-extras/examples + cp -r "$AOMP_REPOS"/aomp/examples/fortran "$packageDeb"/openmp-extras"$copyPath"/share/openmp-extras/examples + cp -r "$AOMP_REPOS"/aomp/examples/openmp "$packageDeb"/openmp-extras"$copyPath"/share/openmp-extras/examples + cp -r "$AOMP_REPOS"/aomp/examples/tools "$packageDeb"/openmp-extras"$copyPath"/share/openmp-extras/examples + clean_examples "$packageDeb"/openmp-extras"$copyPath"/share/openmp-extras/examples + fi + + if [ "$packageType" == "devel" ]; then + ln -s ../../../../include/omp.h $packageDeb/openmp-extras$installPath/lib/clang/$llvm_ver/include/omp.h + ln -s ../../../../include/ompt.h $packageDeb/openmp-extras$installPath/lib/clang/$llvm_ver/include/ompt.h + ln -s ../../../../include/omp-tools.h $packageDeb/openmp-extras$installPath/lib/clang/$llvm_ver/include/omp-tools.h + if [ ! -h "$packageDeb"/openmp-extras"$copyPath"/bin/aompcc ] && [ -e "$packageDeb"/openmp-extras"$installPath"/bin/aompcc ]; then + ln -s ../lib/llvm/bin/aompcc "$packageDeb"/openmp-extras"$copyPath"/bin/aompcc + fi + if [ -e "$packageDeb"/openmp-extras"$installPath"/bin/mymcpu ]; then + ln -s ../lib/llvm/bin/mymcpu "$packageDeb"/openmp-extras"$copyPath"/bin/mymcpu + fi + if [ -e "$packageDeb"/openmp-extras"$installPath"/bin/mygpu ]; then + ln -s ../lib/llvm/bin/mygpu "$packageDeb"/openmp-extras"$copyPath"/bin/mygpu + fi + fi + + ls -l "$packageDeb"/openmp-extras"$installPath" + if [ "$packageType" == "devel" ]; then + ls -l "$packageDeb"/openmp-extras"$installPath"/bin + ls -l "$packageDeb"/openmp-extras"$copyPath"/bin + fi + + { + echo "Package: $packageName" + echo "Architecture: $packageArch" + echo "Section: devel" + echo "Priority: optional" + echo "Maintainer: $packageMaintainer" + echo "Version: $packageVersion-${CPACK_DEBIAN_PACKAGE_RELEASE}" + echo "Depends: $debDependencies" + echo "Recommends: $debRecommends" + if [ "$packageType" == "devel" ]; then + echo "Provides: $debProvides" + echo "Conflicts: $debConflicts" + echo "Replaces: $debReplaces" + fi + echo "Description: $packageSummary" + echo " $packageSummaryLong" + } > $controlFile + fakeroot dpkg-deb -Zgzip --build $packageDeb/openmp-extras \ + "$DEB_PATH/${packageName}_${packageVersion}-${CPACK_DEBIAN_PACKAGE_RELEASE}_${packageArch}.deb" +} + +package_openmp_extras_asan_deb() { + local packageName=$1 + local packageDeb="$packageDir/deb" + local packageArch="amd64" + local packageMaintainer="Openmp Extras Support " + local packageSummary="AddressSanitizer OpenMP Extras provides instrumented openmp and flang libraries." + local packageSummaryLong="openmp-extras $packageVersion is based on LLVM 15 and is used for offloading to Radeon GPUs." + local debDependencies="hsa-rocr-asan, rocm-core-asan" + local debRecommends="gcc, g++" + local controlFile="$packageDeb/openmp-extras/DEBIAN/control" + local asanLibDir="runtime" + + rm -rf "$packageDir" + rm -rf "$DEB_PATH" + mkdir -p "$DEB_PATH" + local licenseDir="$packageDeb/openmp-extras$copyPath/share/doc/openmp-extras-asan" + mkdir -p $licenseDir + cp -r $AOMP_REPOS/aomp/LICENSE $licenseDir/LICENSE.apache2 + cp -r $AOMP_REPOS/aomp-extras/LICENSE $licenseDir/LICENSE.mit + cp -r $AOMP_REPOS/flang/LICENSE.txt $licenseDir/LICENSE.flang + + mkdir -p "$(dirname $controlFile)" + if [ -f "$BUILD_PATH"/build/installed_files.txt ] && [ ! -d "$INSTALL_PREFIX"/openmp-extras ]; then + cat "$BUILD_PATH"/build/installed_files.txt | grep -P 'asan' | cut -d":" -f2 | cut -d" " -f2 | xargs -I {} cp -d --parents {} "$packageDeb"/openmp-extras + + cp -d --parents "$installPath/lib/asan/libgomp.so" "$packageDeb"/openmp-extras + cp -d --parents "$installPath/lib/asan/libiomp5.so" "$packageDeb"/openmp-extras + cp -d --parents "$installPath/lib-debug/asan/libgomp.so" "$packageDeb"/openmp-extras + cp -d --parents "$installPath/lib-debug/asan/libiomp5.so" "$packageDeb"/openmp-extras + + else + mkdir -p $packageDeb/openmp-extras$installPath/lib/asan + mkdir -p $packageDeb/openmp-extras$installPath/lib-debug/asan + cp -r "$AOMP"/lib/asan/* "$packageDeb"/openmp-extras"$installPath"/lib/asan/ + cp -r "$AOMP"/lib-debug/asan/* "$packageDeb"/openmp-extras"$installPath"/lib-debug/asan/ + cp -r "$AOMP"/"$asanLibDir"/lib/asan/* "$packageDeb"/openmp-extras"$installPath"/lib/asan/ + cp -r "$AOMP"/"$asanLibDir"/lib-debug/asan/* "$packageDeb"/openmp-extras"$installPath"/lib-debug/asan/ + cp -r "$AOMP"/devel/lib/asan/* "$packageDeb"/openmp-extras"$installPath"/lib/asan/ + cp -r "$AOMP"/devel/lib-debug/asan/* "$packageDeb"/openmp-extras"$installPath"/lib-debug/asan/ + fi + + { + echo "Package: $packageName" + echo "Architecture: $packageArch" + echo "Section: devel" + echo "Priority: optional" + echo "Maintainer: $packageMaintainer" + echo "Version: $packageVersion-${CPACK_DEBIAN_PACKAGE_RELEASE}" + echo "Depends: $debDependencies" + echo "Recommends: $debRecommends" + echo "Description: $packageSummary" + echo " $packageSummaryLong" + } > $controlFile + fakeroot dpkg-deb -Zgzip --build $packageDeb/openmp-extras \ + "$DEB_PATH/${packageName}_${packageVersion}-${CPACK_DEBIAN_PACKAGE_RELEASE}_${packageArch}.deb" +} + + +package_openmp_extras_rpm() { + local packageName=$1 + local packageRpm="$packageDir/rpm" + local specFile="$packageDir/$packageName.spec" + local packageSummary="OpenMP Extras provides openmp and flang libraries." + local packageSummaryLong="openmp-extras $packageVersion is based on LLVM 15 and is used for offloading to Radeon GPUs." + local rpmRequires="rocm-llvm, rocm-device-libs, rocm-core" + if [ "$packageName" == "openmp-extras-runtime" ]; then + packageType="runtime" + rpmRequires="rocm-core, hsa-rocr" + else + local rpmProvides="openmp-extras" + local rpmObsoletes="openmp-extras" + packageType="devel" + rpmRequires="$rpmRequires, openmp-extras-runtime, hsa-rocr-devel" + fi + + rm -f "$AOMP_REPOS"/aomp/examples/*.sh + rm -f "$AOMP_REPOS"/aomp/examples/fortran/*.sh + rm -f "$AOMP_REPOS"/aomp/examples/openmp/*.sh + + + if [ "$packageType" == "runtime" ]; then + rm -rf "$packageDir" + rm -rf "$RPM_PATH" + mkdir -p "$RPM_PATH" + fi + echo RPM_PATH: $RPM_PATH + echo mkdir -p $(dirname $specFile) + mkdir -p "$(dirname $specFile)" + + { + echo "%define is_runtime %( if [ $packageType == runtime ]; then echo "1" ; else echo "0"; fi )" + echo "%define is_devel %( if [ $packageType == devel ]; then echo "1" ; else echo "0"; fi )" + + echo "Name: $packageName" + echo "Version: $packageVersion" + echo "Release: ${CPACK_RPM_PACKAGE_RELEASE}%{?dist}" + echo "Summary: $packageSummary" + echo "Group: System Environment/Libraries" + echo "License: MIT and ASL 2.0 and ASL 2.0 with exceptions" + echo "Vendor: Advanced Micro Devices, Inc." + echo "Requires: $rpmRequires" + echo "%if %is_devel" + echo "Provides: $rpmProvides" + echo "Obsoletes: $rpmObsoletes" + echo "%endif" + echo "%define debug_package %{nil}" + echo "%define __os_install_post %{nil}" + echo "%description" + echo "$packageSummaryLong" + + echo "%prep" + echo "%setup -T -D -c -n $packageName" + echo "%build" + + echo "%install" + echo "if [ -f $BUILD_PATH/build/installed_files.txt ] && [ ! -d $INSTALL_PREFIX/openmp-extras/devel ]; then" + echo " %if %is_runtime" + echo " mkdir -p \$RPM_BUILD_ROOT/openmp-extras" + echo " %else" + echo " mkdir -p \$RPM_BUILD_ROOT$copyPath/bin" + echo " mkdir -p \$RPM_BUILD_ROOT$installPath/lib/clang/$llvm_ver/include" + echo " %endif" + echo "else" + echo " %if %is_runtime" + echo " mkdir -p \$RPM_BUILD_ROOT$installPath" + echo " %else" + echo " rm -rf \$RPM_BUILD_ROOT/openmp-extras$installPath/*" + echo " echo mkdir -p \$RPM_BUILD_ROOT$copyPath/bin" + echo " mkdir -p \$RPM_BUILD_ROOT$copyPath/bin" + echo " mkdir -p \$RPM_BUILD_ROOT$installPath/lib/clang/$llvm_ver/include" + echo " %endif" + echo "fi" + + echo "if [ -f $BUILD_PATH/build/installed_files.txt ] && [ ! -d $INSTALL_PREFIX/openmp-extras/devel ]; then" + echo " %if %is_runtime" + echo " cat $BUILD_PATH/build/installed_files.txt | grep -P '\.so|\.a' | cut -d':' -f2 | cut -d' ' -f2 | xargs -I {} cp -d --parents {} \$RPM_BUILD_ROOT" + + echo " cp -d --parents "$installPath/lib/libgomp.so" \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib/libiomp5.so" \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib-debug/libgomp.so" \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib-debug/libiomp5.so" \$RPM_BUILD_ROOT" + echo " %endif" + echo "%if %is_devel" + echo " cat "$BUILD_PATH"/build/installed_files.txt | grep -Pv '\.so|\.a' | cut -d':' -f2 | cut -d' ' -f2 | xargs -I {} cp -d --parents {} \$RPM_BUILD_ROOT" + echo "%endif" + + echo "else" + echo " cp -r $AOMP/$packageType/* \$RPM_BUILD_ROOT$installPath" + echo " %if %is_devel" + echo " rm -rf \$RPM_BUILD_ROOT$installPath/share" + echo " %endif" + echo "fi" + + echo "%if %is_devel" + echo " if [ ! -h \$RPM_BUILD_ROOT$copyPath/bin/aompcc ] && [ -e \$RPM_BUILD_ROOT$installPath/bin/aompcc ]; then" + echo " ln -s ../lib/llvm/bin/aompcc \$RPM_BUILD_ROOT$copyPath/bin/aompcc" + echo " fi" + echo " if [ -e \$RPM_BUILD_ROOT$installPath/bin/mymcpu ]; then" + echo " ln -s ../lib/llvm/bin/mymcpu \$RPM_BUILD_ROOT$copyPath/bin/mymcpu" + echo " fi" + echo " if [ -e \$RPM_BUILD_ROOT$installPath/bin/mygpu ]; then" + echo " ln -s ../lib/llvm/bin/mygpu \$RPM_BUILD_ROOT$copyPath/bin/mygpu" + echo " fi" + echo " ls \$RPM_BUILD_ROOT$copyPath" + + echo " ln -s ../../../../include/omp.h \$RPM_BUILD_ROOT/$installPath/lib/clang/$llvm_ver/include/omp.h" + echo " ln -s ../../../../include/ompt.h \$RPM_BUILD_ROOT/$installPath/lib/clang/$llvm_ver/include/ompt.h" + echo " ln -s ../../../../include/omp-tools.h \$RPM_BUILD_ROOT/$installPath/lib/clang/$llvm_ver/include/omp-tools.h" + echo "%endif" + echo 'find $RPM_BUILD_ROOT \! -type d | sed "s|$RPM_BUILD_ROOT||"> files.list' + + echo "%if %is_runtime" + echo " mkdir -p \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras" + echo " cp -r $AOMP_REPOS/aomp/LICENSE \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras/LICENSE.apache2" + echo " cp -r $AOMP_REPOS/aomp-extras/LICENSE \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras/LICENSE.mit" + echo " cp -r $AOMP_REPOS/flang/LICENSE.txt \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras/LICENSE.flang" + echo "%else" + echo " mkdir -p \$RPM_BUILD_ROOT$copyPath/share/openmp-extras/examples" + echo " cp -r $AOMP_REPOS/aomp/examples/fortran \$RPM_BUILD_ROOT$copyPath/share/openmp-extras/examples" + echo " cp -r $AOMP_REPOS/aomp/examples/openmp \$RPM_BUILD_ROOT$copyPath/share/openmp-extras/examples" + echo " cp -r $AOMP_REPOS/aomp/examples/tools \$RPM_BUILD_ROOT$copyPath/share/openmp-extras/examples" + clean_examples \$RPM_BUILD_ROOT$copyPath/share/openmp-extras/examples + echo "%endif" + echo "%clean" + echo "rm -rf \$RPM_BUILD_ROOT" + + echo "%files -f files.list" + echo "%if %is_runtime" + echo " $copyPath/share/doc/openmp-extras" + echo "%else" + echo " $copyPath/share/openmp-extras" + echo "%endif" + echo "%defattr(-,root,root,-)" + echo "%if %is_runtime || %is_devel" + echo " $copyPath" + echo "%endif" + + } > $specFile + rpmbuild --define "_topdir $packageRpm" -ba $specFile + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH +} + +package_openmp_extras_asan_rpm() { + local packageName=$1 + local packageRpm="$packageDir/rpm" + local specFile="$packageDir/$packageName.spec" + local packageSummary="AddressSanitizer OpenMP Extras provides instrumented openmp and flang libraries." + local packageSummaryLong="openmp-extras $packageVersion is based on LLVM 15 and is used for offloading to Radeon GPUs." + local rpmRequires="hsa-rocr-asan, rocm-core-asan" + local asanLibDir="runtime" + + rm -rf "$packageDir" + rm -rf "$RPM_PATH" + mkdir -p "$RPM_PATH" + echo RPM_PATH: $RPM_PATH + echo mkdir -p $(dirname $specFile) + mkdir -p "$(dirname $specFile)" + + { + echo "Name: $packageName" + echo "Version: $packageVersion" + echo "Release: ${CPACK_RPM_PACKAGE_RELEASE}%{?dist}" + echo "Summary: $packageSummary" + echo "Group: System Environment/Libraries" + echo "License: MIT and ASL 2.0 and ASL 2.0 with exceptions" + echo "Vendor: Advanced Micro Devices, Inc." + echo "Requires: $rpmRequires" + echo "%define __os_install_post %{nil}" + echo "%description" + echo "%undefine _debugsource_packages" + echo "$packageSummaryLong" + + echo "%prep" + echo "%setup -T -D -c -n $packageName" + echo "%build" + + echo "%install" + echo "if [ -f $BUILD_PATH/build/installed_files.txt ] && [ ! -d "$INSTALL_PREFIX"/openmp-extras ]; then" + echo " cat $BUILD_PATH/build/installed_files.txt | grep -P 'asan' | cut -d':' -f2 | cut -d' ' -f2 | xargs -I {} cp -d --parents {} \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib/asan/libgomp.so" \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib/asan/libiomp5.so" \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib-debug/asan/libgomp.so" \$RPM_BUILD_ROOT" + echo " cp -d --parents "$installPath/lib-debug/asan/libiomp5.so" \$RPM_BUILD_ROOT" + echo "else" + echo " mkdir -p \$RPM_BUILD_ROOT$installPath/lib/asan" + echo " mkdir -p \$RPM_BUILD_ROOT$installPath/lib-debug/asan" + echo " cp -r $AOMP/lib/asan/* \$RPM_BUILD_ROOT$installPath/lib/asan" + echo " cp -r $AOMP/lib-debug/asan/* \$RPM_BUILD_ROOT$installPath/lib-debug/asan" + echo " cp -r $AOMP/$asanLibDir/lib/asan/* \$RPM_BUILD_ROOT$installPath/lib/asan" + echo " cp -r $AOMP/$asanLibDir/lib-debug/asan/* \$RPM_BUILD_ROOT$installPath/lib-debug/asan" + echo " cp -r $AOMP/devel/lib/asan/* \$RPM_BUILD_ROOT$installPath/lib/asan" + echo " cp -r $AOMP/devel/lib-debug/asan/* \$RPM_BUILD_ROOT$installPath/lib-debug/asan" + echo "fi" + + echo 'find $RPM_BUILD_ROOT \! -type d | sed "s|$RPM_BUILD_ROOT||"> files.list' + + echo " mkdir -p \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras-asan" + echo " cp -r $AOMP_REPOS/aomp/LICENSE \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras-asan/LICENSE.apache2" + echo " cp -r $AOMP_REPOS/aomp-extras/LICENSE \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras-asan/LICENSE.mit" + echo " cp -r $AOMP_REPOS/flang/LICENSE.txt \$RPM_BUILD_ROOT$copyPath/share/doc/openmp-extras-asan/LICENSE.flang" + echo "%clean" + echo "rm -rf \$RPM_BUILD_ROOT" + + echo "%files -f files.list" + echo " $copyPath/share/doc/openmp-extras-asan" + echo "%defattr(-,root,root,-)" + echo " $copyPath" + + } > $specFile + rpmbuild --define "_topdir $packageRpm" -ba $specFile + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH +} + + +package_openmp_extras() { + local DISTRO_NAME=$(cat /etc/os-release | grep -e ^NAME=) + local installPath="$ROCM_INSTALL_PATH/lib/llvm" + local copyPath="$ROCM_INSTALL_PATH" + local packageDir="$BUILD_PATH/package" + local llvm_ver=`$INSTALL_PREFIX/lib/llvm/bin/clang --print-resource-dir | sed 's^/llvm/lib/clang/^ ^' | awk '{print $2}'` + local debNames="openmp-extras-runtime openmp-extras-dev" + local rpmNames="openmp-extras-runtime openmp-extras-devel" + if [ "$SANITIZER" == "1" ]; then + local asanPkgName="openmp-extras-asan" + if [[ $DISTRO_NAME =~ "Ubuntu" ]]; then + package_openmp_extras_asan_deb $asanPkgName + else + package_openmp_extras_asan_rpm $asanPkgName + fi + return 0 + fi + + if [[ $DISTRO_NAME =~ "Ubuntu" ]]; then + for name in $debNames; do + package_openmp_extras_deb $name + done + else + for name in $rpmNames; do + package_openmp_extras_rpm $name + done + fi +} + +package_tests_deb(){ + local packageDir="$BUILD_PATH/package" + local packageDeb="$packageDir/deb" + local packageArch="amd64" + local packageMaintainer="Openmp Extras Support " + local packageSummary="Tests for openmp-extras." + local packageSummaryLong="Tests for openmp-extras $packageMajorVersion-$packageMinorVersion is based on LLVM 15 and is used for offloading to Radeon GPUs." + local debDependencies="rocm-core" + local debRecommends="gcc, g++" + local controlFile="$packageDeb/openmp-extras/DEBIAN/control" + local installPath="$ROCM_INSTALL_PATH/share/openmp-extras/tests" + local packageName="openmp-extras-tests" + + rm -rf "$packageDir" + + mkdir -p $packageDeb/openmp-extras$installPath; mkdir -p $packageDeb/openmp-extras$copyPath/bin + if [ -e $(dirname $controlFile) ]; then + rm $(dirname $controlFile) + fi + mkdir -p "$(dirname $controlFile)" + cp -r "$AOMP_REPOS/aomp/test/smoke" "$packageDeb$installPath" + { + echo "Package: $packageName" + echo "Architecture: $packageArch" + echo "Section: devel" + echo "Priority: optional" + echo "Maintainer: $packageMaintainer" + echo "Version: $packageVersion-${CPACK_DEBIAN_PACKAGE_RELEASE}" + echo "Depends: $debDependencies" + echo "Recommends: $debRecommends" + echo "Description: $packageSummary" + echo " $packageSummaryLong" + } > $controlFile + fakeroot dpkg-deb -Zgzip --build $packageDeb/openmp-extras \ + "${DEB_PATH}/${packageName}_${packageVersion}-${CPACK_DEBIAN_PACKAGE_RELEASE}_${packageArch}.deb" +} + +package_tests_rpm(){ + AOMP_STANDALONE_BUILD=1 $AOMP_REPOS/aomp/bin/build_fixups.sh + local copyPath="$ROCM_INSTALL_PATH" + local packageDir="$BUILD_PATH/package" + local packageRpm="$packageDir/rpm" + local installPath="$ROCM_INSTALL_PATH/share/openmp-extras/tests" + local packageName="openmp-extras-tests" + local specFile="$packageDir/$packageName.spec" + local packageSummary="Tests for openmp-extras." + local packageSummaryLong="Tests for openmp-extras $packageVersion is based on LLVM 15 and is used for offloading to Radeon GPUs." + + rm -rf "$packageDir" + mkdir -p "$packageRpm$installPath" + { + echo "Name: $packageName" + echo "Version: $packageVersion" + echo "Release: ${CPACK_RPM_PACKAGE_RELEASE}%{?dist}" + echo "Summary: $packageSummary" + echo "Group: System Environment/Libraries" + echo "License: Advanced Micro Devices, Inc." + echo "Vendor: Advanced Micro Devices, Inc." + echo "%define debug_package %{nil}" + echo "%define __os_install_post %{nil}" + echo "%description" + echo "$packageSummaryLong" + + echo "%prep" + echo "%setup -T -D -c -n $packageName" + echo "%build" + + echo "%install" + echo "mkdir -p \$RPM_BUILD_ROOT$copyPath/share/aomp/tests" + echo "cp -R $AOMP_REPOS/aomp/test/smoke \$RPM_BUILD_ROOT$copyPath/share/aomp/tests" + echo 'find $RPM_BUILD_ROOT \! -type d | sed "s|$RPM_BUILD_ROOT||"> files.list' + + echo "%clean" + echo "rm -rf \$RPM_BUILD_ROOT" + + echo "%files -f files.list" + echo "%defattr(-,root,root,-)" + + echo "%postun" + echo "rm -rf $ROCM_INSTALL_PATH/share/aomp" + } > $specFile + rpmbuild --define "_topdir $packageRpm" -ba $specFile + mv $packageRpm/RPMS/x86_64/*.rpm $RPM_PATH +} + +package_tests() { + local DISTRO_NAME=$(cat /etc/os-release | grep -e ^NAME=) + if [[ $DISTRO_NAME =~ "Ubuntu" ]]; then + package_tests_deb + else + package_tests_rpm + fi +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_openmp_extras ;; + (build) build_openmp_extras; package_openmp_extras ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rccl.sh b/rocm-build/build_rccl.sh new file mode 100755 index 000000000..f6c420474 --- /dev/null +++ b/rocm-build/build_rccl.sh @@ -0,0 +1,65 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rccl + +ENABLE_ADDRESS_SANITIZER=false + +build_rccl() { + echo "Start build" + + mkdir -p $ROCM_PATH/.info/ + echo $ROCM_VERSION | tee $ROCM_PATH/.info/version + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + mkdir -p $BUILD_DIR && cd $BUILD_DIR + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + + CC=${ROCM_PATH}/bin/amdclang \ + CXX=$(set_build_variables CXX) \ + cmake \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DHIP_COMPILER=clang \ + -DCMAKE_PREFIX_PATH="${ROCM_PATH};${ROCM_PATH}/share/rocm/cmake/" \ + -DCPACK_GENERATOR="${PKGTYPE^^}" \ + -DROCM_PATCH_VERSION=$ROCM_LIBPATCH_VERSION \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + -DBUILD_TESTS=ON \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rccl() { + echo "Cleaning rccl build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rccl ;; + outdir) print_output_directory ;; + clean) clean_rccl ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rdc.sh b/rocm-build/build_rdc.sh new file mode 100755 index 000000000..b6d5417fc --- /dev/null +++ b/rocm-build/build_rdc.sh @@ -0,0 +1,234 @@ +#!/bin/bash + +source "$(dirname "$BASH_SOURCE")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename $0) [-c|-r|-h] [makeopts]" + echo + echo "Options:" + echo " -c, --clean Removes all rdc build artifacts, except grpc" + echo " -g, --clean_grpc Removes the grpc files and artifacts" + echo " -r, --release Build release version of RDC (default is debug)" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -h, --help Prints this help" + echo + return 0 +} + +PACKAGE_ROOT="$(getPackageRoot)" +RDC_BUILD_DIR=$(getBuildPath rdc) +GRPC_BUILD_DIR=$(getBuildPath grpc) +TARGET="build" +PACKAGE_LIB=$(getLibPath) +PACKAGE_INCLUDE="$(getIncludePath)" +PACKAGE_BIN="$(getBinPath)" +RDC_PACKAGE_DEB_DIR="$PACKAGE_ROOT/deb/rdc" +RDC_PACKAGE_RPM_DIR="$PACKAGE_ROOT/rpm/rdc" +BUILD_TYPE="Debug" +MAKETARGET="deb" +MAKEARG="$DASH_JAY O=$RDC_BUILD_DIR" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +CLEAN_GRPC="no" +PKGTYPE="deb" +RDC_MAKE_OPTS="$DASH_JAY O=$RDC_BUILD_DIR -C $RDC_BUILD_DIR" +BUILD_DOCS="no" +RDC_PKG_NAME_ROOT="rdc" +RDC_PKG_NAME="${RDC_PKG_NAME_ROOT}" +GRPC_PROTOC_ROOT="${RDC_BUILD_DIR}/grpc" +GRPC_SEARCH_ROOT="/usr/grpc" +GRPC_DESIRED_VERSION="1.59.1" # do not include 'v' + +RDC_LIB_RPATH='$ORIGIN' +RDC_LIB_RPATH=$RDC_LIB_RPATH:'$ORIGIN/..' +RDC_LIB_RPATH=$RDC_LIB_RPATH:'$ORIGIN/rdc/grpc/lib' +RDC_LIB_RPATH=$RDC_LIB_RPATH:'$ORIGIN/grpc/lib' +RDC_EXE_RPATH='$ORIGIN/../lib' +RDC_EXE_RPATH=$RDC_EXE_RPATH:'$ORIGIN/../lib/rdc/grpc/lib' + +VALID_STR=`getopt -o hcgradso:p: --long help,clean,clean_grpc,release,documentation,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-g | --clean_grpc) + TARGET="clean_grpc" ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-d | --documentation ) + BUILD_DOCS="yes" ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_rdc() { + rm -rf "$RDC_BUILD_DIR" + rm -rf "$RDC_PACKAGE_DEB_DIR" + rm -rf "$RDC_PACKAGE_RPM_DIR" + rm -rf "$RDC_BUILD_DIR/rdc" + + rm -rf "$PACKAGE_INCLUDE/rdc" + rm -f $PACKAGE_LIB/librdc* + rm -f $PACKAGE_BIN/rdci + return 0 +} + +clean_grpc() { + rm -rf "$GRPC_BUILD_DIR" +} + +find_grpc() { + grep -s -F "$GRPC_DESIRED_VERSION" ${GRPC_SEARCH_ROOT}/*/cmake/grpc/gRPCConfigVersion.cmake && + GRPC_PROTOC_ROOT=$GRPC_SEARCH_ROOT +} + +build_grpc() { + if find_grpc; then + return 0 + fi + echo "GRPC SEARCH FAILED! Building from scratch..." + + mkdir -p $PACKAGE_ROOT/build + pushd $PACKAGE_ROOT/build + + if [ ! -d $PACKAGE_ROOT/build/grpc/.git ]; then + git clone \ + --shallow-submodules \ + --recurse-submodules \ + $DASH_JAY \ + -b v${GRPC_DESIRED_VERSION} \ + --depth 1 \ + https://github.com/grpc/grpc + fi + + cd grpc + mkdir -p cmake/build + cd cmake/build + + cmake \ + -DgRPC_INSTALL=ON \ + -DgRPC_BUILD_TESTS=OFF \ + -DBUILD_SHARED_LIBS=ON \ + -DCMAKE_BUILD_TYPE=Release \ + -DCMAKE_INSTALL_PREFIX=${GRPC_PROTOC_ROOT} \ + ../.. + cmake --build . -- $DASH_JAY + cmake --build . -- install + + cp ../../LICENSE ${GRPC_PROTOC_ROOT} + popd +} + +rdc_backwards_compat_cmake_params() { + grep -q "RDC_CLIENT_INSTALL_PREFIX" "$RDC_ROOT/CMakeLists.txt" && + echo "-DRDC_CLIENT_INSTALL_PREFIX=$PACKAGE_ROOT" +} + +build_rdc() { + echo "Building RDC" + echo "RDC_BUILD_DIR: ${RDC_BUILD_DIR}" + echo "GRPC_PROTOC_ROOT: ${GRPC_PROTOC_ROOT}" + + export LD_PRELOAD="$ASAN_LIB_PATH" + + if [ ! -d "$RDC_BUILD_DIR/rdc_libs" ]; then + mkdir -p $RDC_BUILD_DIR + pushd $RDC_BUILD_DIR + cmake \ + -DGRPC_ROOT="$GRPC_PROTOC_ROOT" \ + -DGRPC_DESIRED_VERSION="$GRPC_DESIRED_VERSION" \ + -DCMAKE_MODULE_PATH="$RDC_ROOT/cmake_modules" \ + $(rocm_cmake_params) \ + $(rdc_backwards_compat_cmake_params) \ + $(rocm_common_cmake_params) \ + -DROCM_DIR=$ROCM_INSTALL_PATH \ + -DRDC_PACKAGE="${RDC_PKG_NAME}" \ + -DCPACK_PACKAGE_VERSION_MAJOR="1" \ + -DCPACK_PACKAGE_VERSION_MINOR="$ROCM_LIBPATCH_VERSION" \ + -DCPACK_PACKAGE_VERSION_PATCH="0" \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + -DBUILD_TESTS=ON \ + -DCMAKE_SKIP_BUILD_RPATH=TRUE \ + -DCMAKE_EXE_LINKER_FLAGS_INIT="-Wl,--no-as-needed,-z,origin,--enable-new-dtags,--build-id=sha1,--rpath,$RDC_EXE_RPATH" \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT="-Wl,--no-as-needed,-z,origin,--enable-new-dtags,--build-id=sha1,--rpath,$RDC_LIB_RPATH" \ + "$RDC_ROOT" + popd + fi + echo "Making rdc package:" + cmake --build "$RDC_BUILD_DIR" -- $RDC_MAKE_OPTS + cmake --build "$RDC_BUILD_DIR" -- $RDC_MAKE_OPTS install + + unset LD_PRELOAD + cmake --build "$RDC_BUILD_DIR" -- $RDC_MAKE_OPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$RDC_PACKAGE_DEB_DIR" "$RDC_BUILD_DIR/$RDC_PKG_NAME"*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$RDC_PACKAGE_RPM_DIR" "$RDC_BUILD_DIR/$RDC_PKG_NAME"*.rpm + + if [ ! -e $ROCM_INSTALL_PATH/include/rdc/rdc.h ]; then + cp -r "$ROCM_INSTALL_PATH/rdc/lib/." "$PACKAGE_LIB" + cp -r "$ROCM_INSTALL_PATH/rdc/bin/." "$PACKAGE_BIN" + cp -r "$ROCM_INSTALL_PATH/rdc/include/." "$PACKAGE_INCLUDE" + fi + + if [ "$BUILD_DOCS" = "yes" ]; then + echo "Building Docs" + cmake --build "$RDC_BUILD_DIR" -- $RDC_MAKE_OPTS doc + pushd $RDC_BUILD_DIR/latex + cmake --build . -- + mv refman.pdf "$ROCM_INSTALL_PATH/rdc/RDC_Manual.pdf" + popd + fi +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${RDC_PACKAGE_DEB_DIR};; + ("rpm") + echo ${RDC_PACKAGE_RPM_DIR};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean_rdc ;; + (clean_grpc) clean_grpc ;; + (build) build_grpc; build_rdc ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocalution.sh b/rocm-build/build_rocalution.sh new file mode 100755 index 000000000..d60b6c055 --- /dev/null +++ b/rocm-build/build_rocalution.sh @@ -0,0 +1,68 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +PATH=${ROCM_PATH}/bin:$PATH +set_component_src rocALUTION + +build_rocalution() { + echo "Start build" + + cd $COMPONENT_SRC + + CXX="g++" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + echo "C compiler: $CC" + echo "CXX compiler: $CXX" + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + cmake \ + -DSUPPORT_HIP=ON \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DCPACK_SET_DESTDIR=OFF \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip;${ROCM_PATH}/hip/cmake" \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocalution() { + echo "Cleaning rocALUTION build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocalution ;; + outdir) print_output_directory ;; + clean) clean_rocalution ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocblas.sh b/rocm-build/build_rocblas.sh new file mode 100755 index 000000000..28593c648 --- /dev/null +++ b/rocm-build/build_rocblas.sh @@ -0,0 +1,76 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rocBLAS +DEPS_DIR=${HOME}/rocblas + +stage2_command_args "$@" + +build_rocblas() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + export ASAN_OPTIONS="detect_leaks=0:verify_asan_link_order=0" + fi + + cd $COMPONENT_SRC + + mkdir -p $DEPS_DIR && cp -r /usr/blis $DEPS_DIR + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + cmake \ + -DCMAKE_TOOLCHAIN_FILE=toolchain-linux.cmake \ + -DBUILD_DIR="${BUILD_DIR}" \ + $(rocm_common_cmake_params) \ + -DROCM_DIR="${ROCM_PATH}" \ + ${LAUNCHER_FLAGS} \ + -DCMAKE_PREFIX_PATH="${DEPS_DIR};${ROCM_PATH}" \ + -DCPACK_SET_DESTDIR=OFF \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DLINK_BLIS=ON \ + -DAMDGPU_TARGETS="${GPU_TARGETS}" \ + -DTensile_CODE_OBJECT_VERSION=default \ + -DTensile_LOGIC=asm_full \ + -DTensile_SEPARATE_ARCHITECTURES=ON \ + -DTensile_LAZY_LIBRARY_LOADING=ON \ + -DTensile_LIBRARY_FORMAT=msgpack \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + -DTENSILE_VENV_UPGRADE_PIP=ON \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && rm -rf ./library/src/build_tmp && find -name '*.o' -delete + + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocblas() { + echo "Cleaning rocBLAS build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +case $TARGET in + build) build_rocblas ;; + outdir) print_output_directory ;; + clean) clean_rocblas ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocclr.sh b/rocm-build/build_rocclr.sh new file mode 100755 index 000000000..9df898f78 --- /dev/null +++ b/rocm-build/build_rocclr.sh @@ -0,0 +1,127 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...] [make options]" + echo + echo "Options:" + echo " -h, --help Prints this help" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +MAKEOPTS="$DASH_JAY" + +BUILD_PATH="$(getBuildPath rocclr)" + +TARGET="build" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_DEB="$(getPackageRoot)/deb/rocclr" +PACKAGE_RPM="$(getPackageRoot)/rpm/rocclr" +CORE_BUILD_DIR="$(getBuildPath hsa-core)" +BUILD_TYPE="Debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso: --long help,clean,release,static,address_sanitizer,outdir: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_rocclr() { + rm -rf "$BUILD_PATH" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" +} + +build_rocclr() { + if [ "$SHARED_LIBS" = "ON" ]; then + echo "rocclr not a standalone repo. skipping build" >&2 + echo "rocclr not a standalone repo. skipping build" + exit 0 + fi + + if [ ! -e "$CLR_ROOT/CMakeLists.txt" ]; then + _ROCclr_CMAKELIST_DIR="$CLR_ROOT" + elif [ ! -e "$ROCclr_ROOT/CMakeLists.txt" ]; then + echo "No $ROCclr_ROOT/CMakeLists.txt file, skipping rocclr" >&2 + echo "No $ROCclr_ROOT/CMakeLists.txt file, skipping rocclr" + exit 0 + else + _ROCclr_CMAKELIST_DIR="$ROCclr_ROOT" + fi + echo "$_ROCclr_CMAKELIST_DIR" + mkdir -p "$BUILD_PATH" + pushd "$BUILD_PATH" + print_lib_type $SHARED_LIBS + if [ ! -e Makefile ]; then + echo "Building ROCclr CMake environment" + + cmake -DUSE_COMGR_LIBRARY=ON \ + $(rocm_cmake_params) \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + -DLLVM_INCLUDES="$LLVM_ROOT/include" \ + $(rocm_common_cmake_params) \ + "$_ROCclr_CMAKELIST_DIR" + + echo "CMake complete" + fi + + echo "Building ROCclr" + cmake --build . -- $MAKEOPTS "VERBOSE=1" + + popd +} + +case $TARGET in + (clean) clean_rocclr ;; + (build) build_rocclr ;; + (outdir) exit ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocdecode.sh b/rocm-build/build_rocdecode.sh new file mode 100755 index 000000000..bc768c8ee --- /dev/null +++ b/rocm-build/build_rocdecode.sh @@ -0,0 +1,38 @@ +#!/bin/bash +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" +set_component_src rocDecode +BUILD_DEV=ON +build_rocdecode() { + if [ "$DISTRO_ID" = "centos-7" ] ; then + echo "Not building rocDecode for ${DISTRO_ID}. Exiting..." + return 0 + fi + + echo "Start build" + mkdir -p $BUILD_DIR && cd $BUILD_DIR + + cmake ${COMPONENT_SRC} + make -j8 + make install + make package + + cmake --build "$BUILD_DIR" -- -j${PROC} + cpack -G ${PKGTYPE^^} -B ${BUILD_DIR} + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR + cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + show_build_cache_stats +} +clean_rocdecode() { + echo "Cleaning rocDecode build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} +stage2_command_args "$@" +case $TARGET in + build) build_rocdecode ;; + outdir) print_output_directory ;; + clean) clean_rocdecode ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocfft.sh b/rocm-build/build_rocfft.sh new file mode 100755 index 000000000..180406fa1 --- /dev/null +++ b/rocm-build/build_rocfft.sh @@ -0,0 +1,62 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +PATH=${ROCM_PATH}/bin:$PATH +set_component_src rocFFT + +build_rocfft() { + echo "Start Build" + + cd $COMPONENT_SRC + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX="${ROCM_PATH}/bin/hipcc" \ + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DUSE_HIP_CLANG=ON \ + -DHIP_COMPILER=clang \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_RIDER=ON \ + -DCPACK_SET_DESTDIR=OFF \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocfft() { + echo "Cleaning rocFFT build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocfft ;; + outdir) print_output_directory ;; + clean) clean_rocfft ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocm-cmake.sh b/rocm-build/build_rocm-cmake.sh new file mode 100755 index 000000000..267313c13 --- /dev/null +++ b/rocm-build/build_rocm-cmake.sh @@ -0,0 +1,121 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Build a release version of the package" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -p, --package Specify packaging format" + echo " -h, --help Prints this help" + echo + echo + + return 0 +} + +TARGET="build" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_DEB="$(getPackageRoot)/deb/rocm-cmake" +PACKAGE_RPM="$(getPackageRoot)/rpm/rocm-cmake" +ROCM_CMAKE_BUILD_DIR="$(getBuildPath rocm-cmake)" + +ROCM_CMAKE_BUILD_DIR="$(getBuildPath rocm-cmake)" +ROCM_CMAKE_PACKAGE_DEB="$(getPackageRoot)/deb/rocm-cmake" +ROCM_CMAKE_PACKAGE_RPM="$(getPackageRoot)/rpm/rocm-cmake" +ROCM_CMAKE_BUILD_TYPE="debug" +BUILD_TYPE="Debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +PKGTYPE="deb" +MAKETARGET="deb" + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + ack_and_ignore_asan ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_rocm_cmake() { + rm -rf $ROCM_CMAKE_BUILD_DIR + rm -rf $ROCM_CMAKE_PACKAGE_DEB + rm -rf $ROCM_CMAKE_PACKAGE_RPM +} + +build_rocm_cmake() { + echo "Building ROCm cmake" + + if [ ! -d "$ROCM_CMAKE_BUILD_DIR" ]; then + mkdir -p "$ROCM_CMAKE_BUILD_DIR" + pushd "$ROCM_CMAKE_BUILD_DIR" + + cmake \ + $(rocm_cmake_params) \ + -DCPACK_SET_DESTDIR="OFF" \ + -DROCM_DISABLE_LDCONFIG=ON \ + $ROCM_CMAKE_ROOT + cmake --build . -- install + cmake --build . -- package + popd + fi + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$ROCM_CMAKE_PACKAGE_DEB" $ROCM_CMAKE_BUILD_DIR/rocm-cmake*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$ROCM_CMAKE_PACKAGE_RPM" $ROCM_CMAKE_BUILD_DIR/rocm-cmake*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${ROCM_CMAKE_PACKAGE_DEB};; + ("rpm") + echo ${ROCM_CMAKE_PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_rocm_cmake ;; + (build) build_rocm_cmake ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocm-core.sh b/rocm-build/build_rocm-core.sh new file mode 100755 index 000000000..839e36ea4 --- /dev/null +++ b/rocm-build/build_rocm-core.sh @@ -0,0 +1,131 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +PACKAGE_ROOT="$(getPackageRoot)" +ROCM_CORE_BUILD_DIR="$(getBuildPath rocm_core)" +ROCM_CORE_PACKAGE_DEB="$(getPackageRoot)/deb/rocm-core" +ROCM_CORE_PACKAGE_RPM="$(getPackageRoot)/rpm/rocm-core" +ROCM_CORE_MAKE_OPTS="$DASH_JAY -C $ROCM_CORE_BUILD_DIR" +BUILD_TYPE="Debug" +TARGET="build" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" +ADDRESS_SANITIZER=false + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on + ADDRESS_SANITIZER=true ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package ) + MAKETARGET=$2 ; shift 2 ;; + --) shift; break;; # end delimiter + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_rocm_core() { + rm -rf "$ROCM_CORE_BUILD_DIR" + rm -rf "$ROCM_CORE_PACKAGE_DEB" + rm -rf "$ROCM_CORE_PACKAGE_RPM" +} + +build_rocm_core() { + echo "Building rocm-core " + + if [ ! -d "$ROCM_CORE_BUILD_DIR" ]; then + mkdir -p "$ROCM_CORE_BUILD_DIR" + fi + + pushd "$ROCM_CORE_BUILD_DIR" + cmake \ + -DCMAKE_VERBOSE_MAKEFILE=1 \ + $(rocm_common_cmake_params) \ + -DCMAKE_INSTALL_PREFIX="$ROCM_INSTALL_PATH" \ + -DCPACK_PACKAGING_INSTALL_PREFIX="$ROCM_INSTALL_PATH" \ + -DCPACK_GENERATOR="${CPACKGEN:-"DEB;RPM"}" \ + -DCPACK_DEBIAN_PACKAGE_RELEASE=$CPACK_DEBIAN_PACKAGE_RELEASE \ + -DCPACK_RPM_PACKAGE_RELEASE=$CPACK_RPM_PACKAGE_RELEASE \ + -DROCM_VERSION="$ROCM_VERSION" \ + -DBUILD_ID="$BUILD_ID" \ + $ROCM_CORE_ROOT + + make && make install && make package + popd + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$ROCM_CORE_PACKAGE_DEB" $ROCM_CORE_BUILD_DIR/rocm*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$ROCM_CORE_PACKAGE_RPM" $ROCM_CORE_BUILD_DIR/rocm*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${ROCM_CORE_PACKAGE_DEB};; + ("rpm") + echo ${ROCM_CORE_PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean_rocm_core ;; + (build) build_rocm_core ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocm-dev.sh b/rocm-build/build_rocm-dev.sh new file mode 100755 index 000000000..4ae59283b --- /dev/null +++ b/rocm-build/build_rocm-dev.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +stage2_command_args "$@" + +case $TARGET in + build) echo "end of rocm-dev build..." ;; + outdir) ;; + clean) echo "Cleaning rocm-dev is not required..." ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocm-gdb.sh b/rocm-build/build_rocm-gdb.sh new file mode 100755 index 000000000..0dffbd110 --- /dev/null +++ b/rocm-build/build_rocm-gdb.sh @@ -0,0 +1,437 @@ +#!/bin/bash + +source "${BASH_SOURCE%/*}/compute_utils.sh" || return + +remove_make_r_flags + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +toStdoutStderr(){ + printf '%s\n' "$@" >&2 + printf '%s\n' "$@" +} + +linkFiles(){ + cp -lfR "$1" "$2" || cp -fR "$1" "$2" +} + +PROJ_NAME=rocm-gdb +TARGET=build +MAKETARGET=deb +BUILD_DIR=$(getBuildPath $PROJ_NAME) +PACKAGE_DEB=$(getPackageRoot)/deb/$PROJ_NAME +PACKAGE_RPM=$(getPackageRoot)/rpm/$PROJ_NAME +MAKE_OPTS="$DASH_JAY" +BUG_URL="https://github.com/ROCm-Developer-Tools/ROCgdb/issues" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" +LDFLAGS="$LDFLAGS -Wl,--enable-new-dtags" + + +tokeep=( + main${ROCM_INSTALL_PATH}/bin/rocgdb + main${ROCM_INSTALL_PATH}/bin/roccoremerge + main${ROCM_INSTALL_PATH}/share/rocgdb/python/gdb/.* + main${ROCM_INSTALL_PATH}/share/rocgdb/syscalls/amd64-linux.xml + main${ROCM_INSTALL_PATH}/share/rocgdb/syscalls/gdb-syscalls.dtd + main${ROCM_INSTALL_PATH}/share/rocgdb/syscalls/i386-linux.xml + main${ROCM_INSTALL_PATH}/share/doc/rocgdb/NOTICES.txt + main${ROCM_INSTALL_PATH}/share/doc/rocgdb/rocannotate.pdf + main${ROCM_INSTALL_PATH}/share/doc/rocgdb/rocgdb.pdf + main${ROCM_INSTALL_PATH}/share/doc/rocgdb/rocrefcard.pdf + main${ROCM_INSTALL_PATH}/share/doc/rocgdb/rocstabs.pdf + main${ROCM_INSTALL_PATH}/share/info/rocgdb/dir + main${ROCM_INSTALL_PATH}/share/info/rocgdb/annotate.info + main${ROCM_INSTALL_PATH}/share/info/rocgdb/gdb.info + main${ROCM_INSTALL_PATH}/share/info/rocgdb/stabs.info + main${ROCM_INSTALL_PATH}/share/man/man1/rocgdb.1 + main${ROCM_INSTALL_PATH}/share/man/man1/roccoremerge.1 + main${ROCM_INSTALL_PATH}/share/man/man5/rocgdbinit.5 + main${ROCM_INSTALL_PATH}/share/html/rocannotate/.* + main${ROCM_INSTALL_PATH}/share/html/rocgdb/.* + main${ROCM_INSTALL_PATH}/share/html/rocstabs/.* +) + +keep_wanted_files(){ + ( + cd "$BUILD_DIR/package/" + printf -v keeppattern '%s\n' "${tokeep[@]}" + find main/opt -type f | grep -xv "$keeppattern" | xargs -r rm + find main/opt -type d -empty -delete + ) + return 0 +} + +copy_testsuite_files() { +( +dest="$BUILD_DIR/package/tests${ROCM_INSTALL_PATH}/test/gdb/" +cd "$ROCM_GDB_ROOT" +find \ + config.guess \ + config.sub \ + contrib/dg-extract-results.py \ + contrib/dg-extract-results.sh \ + gdb/contrib \ + gdb/disable-implicit-rules.mk \ + gdb/features \ + gdb/silent-rules.mk \ + gdb/testsuite \ + include/dwarf2.def \ + include/dwarf2.h \ + install-sh \ + -print0 | cpio -pdu0 "$dest" +) +} + +clean() { + echo "Cleaning $PROJ_NAME" + + rm -rf $BUILD_DIR + rm -rf $PACKAGE_DEB + rm -rf $PACKAGE_RPM +} + +get_version(){ + VERSION=$(sed -n 's/^.*char version[^"]*"\([^"]*\)".*;.*/\1/p' $BUILD_DIR/gdb/version.c || : ) + VERSION=${VERSION:-$1} +} + +package_deb(){ + mkdir -p "$BUILD_DIR/package/main/DEBIAN" + local VERSION + get_version unknown + VERSION="${VERSION}.${ROCM_LIBPATCH_VERSION}" + + grep -v '^# ' > "$BUILD_DIR/package/main/DEBIAN/control" < +Description: ROCgdb + This is ROCgdb, the AMD ROCm source-level debugger for Linux, + based on GDB, the GNU source-level debugger. +# Optional fields +Section: utils +Architecture: amd64 +Essential: no +Priority: optional +Depends: libexpat1, libtinfo5, libncurses5, rocm-dbgapi, libpython3.10 | libpython3.8, libbabeltrace-ctf1 (>= 1.2.1), libbabeltrace1 (>= 1.2.1), rocm-core +EOF + + mkdir -p "$OUT_DIR/deb/$PROJ_NAME" + fakeroot dpkg-deb -Zgzip --build "$BUILD_DIR/package/main" "$OUT_DIR/deb/$PROJ_NAME" + + mkdir -p "$BUILD_DIR/package/tests/DEBIAN" + mkdir -p "$BUILD_DIR/package/tests/${ROCM_INSTALL_PATH}/test/gdb" + + grep -v '^# ' > "$BUILD_DIR/package/tests/DEBIAN/control" < +Description: ROCgdb tests + Test Suite for ROCgdb +# Optional fields +Section: utils +Architecture: amd64 +Essential: no +Priority: optional +# rocm-core as policy says everything to depend on rocm-core +Depends: ${PROJ_NAME} (=${VERSION}-${CPACK_DEBIAN_PACKAGE_RELEASE}), dejagnu, rocm-core, make +EOF + + copy_testsuite_files + fakeroot dpkg-deb -Zgzip --build "$BUILD_DIR/package/tests" "$OUT_DIR/deb/$PROJ_NAME" +} + +package_rpm(){ + set -- rocm-gdb + local packageDir="$BUILD_DIR/package_rpm/$1" + local specFile="$packageDir/$1.spec" + local packageRpm="$packageDir/rpm" + + local VERSION + get_version 0.0.0 + + VERSION=${VERSION}.${ROCM_LIBPATCH_VERSION} + + local ospost="$(echo '%define __os_install_post \' + rpm --showrc | sed '1,/^-14: __os_install_post/d; + /^-14:/,$d;/^%{nil}/!s/$/ \\/; + /brp-python-bytecompile/d')" + + echo "specFile: $specFile" + echo "packageRpm: $packageRpm" + + mkdir -p "$packageDir" + + grep -v '^## ' <<- EOF > $specFile +## Set up where this stuff goes +%define _topdir $packageRpm +%define _rpmfilename %%{ARCH}/%%{NAME}-${VERSION}-${CPACK_RPM_PACKAGE_RELEASE}%{?dist}.%%{ARCH}.rpm +## The __os_install_post macro on centos creates .pyc and .pyo objects +## by calling brp-python-bytecompile +## This then creates an issue as the script doesn't package these files +## override it +$ospost +## +Name: ${PROJ_NAME} +Group: Development/Tools/Debuggers +Summary: ROCm source-level debugger for Linux +## rpm requires the version to be dot separated numbers +Version: ${VERSION//-/_} +Release: ${CPACK_RPM_PACKAGE_RELEASE}%{?dist} +License: GPL +Requires: rocm-core + +%description +This is ROCgdb, the ROCm source-level debugger for Linux, based on +GDB, the GNU source-level debugger. + +The ROCgdb documentation is available at: +https://github.com/RadeonOpenCompute/ROCm + +## these things are commented out as they are not needed, but are +## left in for documentation. +# %prep +# : Should not need to do anything in prep +# %build +# : Should not need to do anything in build as make does that +# %clean +# : Should not need to do anything in clean +## This is the meat. Get a copy of the files from where we built them +## into the local RPM_BUILD_ROOT and left the defaults take over. Need +## to quote the dollar signs as we want rpm to expand them when it is +## run, rather than the shell when we build the spec file. +%install +rm -rf \$RPM_BUILD_ROOT +mkdir -p \$RPM_BUILD_ROOT +# Get a copy of the built tree. +cp -ar $BUILD_DIR/package/main/opt \$RPM_BUILD_ROOT/opt +## The file section is generated by walking the tree. +%files +EOF + + find $BUILD_DIR/package/main/opt -type d | sed "s:$BUILD_DIR/package/main:%dir :" >> $specFile + find $BUILD_DIR/package/main/opt ! -type d | sed "s:$BUILD_DIR/package/main::" >> $specFile + + rpmbuild --define "_topdir $packageRpm" -ba $specFile + + mkdir -p "$PACKAGE_RPM" # e.g. out/ubuntu-16.04/16.04/rpm/rocm-gdb + mv $packageRpm/RPMS/x86_64/*.rpm "$PACKAGE_RPM" +} + +package_rpm_tests(){ + set -- rocm-gdb-tests + local packageDir="$BUILD_DIR/package_rpm/$1" + local specFile="$packageDir/$1.spec" + local packageRpm="$packageDir/rpm" + + local VERSION + get_version 0.0.0 + VERSION=${VERSION}.${ROCM_LIBPATCH_VERSION} + local RELEASE=${CPACK_RPM_PACKAGE_RELEASE}%{?dist} + + echo "specFile: $specFile" + echo "packageRpm: $packageRpm" + + mkdir -p "$packageRpm" + + local ospost="$(echo '%define __os_install_post \' + rpm --showrc | sed '1,/^-14: __os_install_post/d; + /^-14:/,$d;/^%{nil}/!s/$/ \\/; + /brp-python-bytecompile/d')" + grep -v '^## ' <<- EOF > $specFile +## Set up where this stuff goes +%define _topdir $packageRpm +%define _rpmfilename %%{ARCH}/%%{NAME}-${VERSION}-${RELEASE}.%%{ARCH}.rpm +## The __os_install_post macro on centos creates .pyc and .pyo objects +## by calling brp-python-bytecompile +## This then creates an issue as the script doesn't package these files +## override it +$ospost +## +Name: ${PROJ_NAME}-tests +Group: Development/Tools/Debuggers +Summary: Tests for gdb enhanced to debug AMD GPUs +Version: ${VERSION//-/_} +Release: ${RELEASE} +License: GPL +Requires: dejagnu, ${PROJ_NAME} = ${VERSION//-/_}-${RELEASE}, rocm-core, make + +%description +Tests for ROCgdb + +## these things are commented out as they are not needed, but are +## left in for documentation. +# %prep +# : Should not need to do anything in prep +# %build +# : Should not need to do anything in build as make does that +# %clean +# : Should not need to do anything in clean +## This is the meat. Get a copy of the files from where we built them +## into the local RPM_BUILD_ROOT and left the defaults take over. Need +## to quote the dollar signs as we want rpm to expand them when it is +## run, rather than the shell when we build the spec file. +%install +rm -rf \$RPM_BUILD_ROOT +mkdir -p \$RPM_BUILD_ROOT +# Get a copy of the built tree. +cp -ar $BUILD_DIR/package/tests/opt \$RPM_BUILD_ROOT/opt +## The file section is generated by walking the tree. +%files +## package everything in \$RPM_BUILD_ROOT/${ROCM_INSTALL_PATH}/test. +## A little excessive but this is just an internal test package +${ROCM_INSTALL_PATH}/test +EOF + + copy_testsuite_files + + find $BUILD_DIR/package/tests/opt -type f -exec sed -i '1s:^#! */usr/bin/python\>:&3:' {} + + + rpmbuild --define "_topdir $packageRpm" -ba $specFile + mkdir -p "$PACKAGE_RPM" + mv $packageRpm/RPMS/x86_64/*.rpm "$PACKAGE_RPM" +} + +build() { + if [ ! -e "$ROCM_GDB_ROOT/configure" ] + then + toStdoutStderr "No $ROCM_GDB_ROOT/configure file, skippping rocm-gdb" + exit 0 + fi + local pythonver=python3 + if [[ "$DISTRO_ID" == "ubuntu-18.04" ]]; then + pythonver=python3.8 + fi + + if [[ "$DISTRO_ID" == "centos-9" ]] || [[ "$DISTRO_ID" == "rhel-9.0" ]]; then + fmtutil-user --missing + fi + echo "Building $PROJ_NAME" + mkdir -p "$BUILD_DIR" + cd "$BUILD_DIR" || die "Failed to cd to '$BUILD_DIR'" + + $ROCM_GDB_ROOT/configure --program-prefix=roc --prefix="${ROCM_INSTALL_PATH}" \ + --htmldir="\${prefix}/share/html" --pdfdir="\${prefix}/share/doc/rocgdb" \ + --infodir="\${prefix}/share/info/rocgdb" \ + --with-separate-debug-dir="\${prefix}/lib/debug:/usr/lib/debug" \ + --with-gdb-datadir="\${prefix}/share/rocgdb" --enable-64-bit-bfd \ + --with-bugurl="$BUG_URL" --with-pkgversion="${ROCM_BUILD_ID:-ROCm}" \ + --enable-targets="x86_64-linux-gnu,amdgcn-amd-amdhsa" \ + --disable-ld --disable-gas --disable-gdbserver --disable-sim --enable-tui \ + --disable-gdbtk --disable-shared --disable-gprofng \ + --with-expat --with-system-zlib --without-guile --with-babeltrace --with-lzma \ + --with-python=$pythonver --with-rocm-dbgapi=$ROCM_INSTALL_PATH \ + --with-amd-dbgapi PKG_CONFIG_PATH="${ROCM_INSTALL_PATH}/share/pkgconfig" \ + LDFLAGS="$LDFLAGS" + LD_RUN_PATH='${ORIGIN}/../lib' make $MAKE_OPTS + mkdir -p $BUILD_DIR/package/main${ROCM_INSTALL_PATH}/{share/rocgdb,bin} + + make $MAKE_OPTS -C gdb DESTDIR=$BUILD_DIR/package/main install install-pdf install-html + + make $MAKE_OPTS -C binutils DESTDIR=$BUILD_DIR/package/main install + + linkFiles $ROCM_GDB_ROOT/gdb/NOTICES.txt $BUILD_DIR/package/main${ROCM_INSTALL_PATH}/share/doc/rocgdb + keep_wanted_files + + [ "${CPACKGEN}" = "DEB" ] || package_rpm && package_rpm_tests + [ "${CPACKGEN}" = "RPM" ] || package_deb +} + + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +main(){ + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ; MAKEARG="$MAKEARG REL=1" ;; # For compatability with other scripts + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) #FIXME + MAKETARGET="$2" ; shift 2;; + # I think it would be better to use -- to indicate end of args + # and insert an error message about unknown args at this point. + --) shift; break;; # end delimiter + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac +done + +if [[ $CXX == *"clang++" ]] +then + CXX="$CXX -std=gnu++17" +fi + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + case $TARGET in + ("clean") clean ;; + ("build") build ;; + ("outdir") print_output_directory ;; + (*) die "Invalid target $TARGET" ;; + esac + echo "Operation complete" +} + +if [ "$0" = "$BASH_SOURCE" ] +then + main "$@" +else + set +e +fi diff --git a/rocm-build/build_rocm_bandwidth_test.sh b/rocm-build/build_rocm_bandwidth_test.sh new file mode 100755 index 000000000..4b7ff11e8 --- /dev/null +++ b/rocm-build/build_rocm_bandwidth_test.sh @@ -0,0 +1,155 @@ +#!/bin/bash -x + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +TEST_BIN_DIR="$(getBinPath)" +TEST_NAME="rocm-bandwidth-test" +TEST_UTILS_DIR="$(getUtilsPath)" +TEST_SRC_DIR="rocm_bandwidth_test" +TEST_BLD_DIR="$(getBuildPath $TEST_SRC_DIR)" + +ROCM_PKG_PREFIX="$ROCM_INSTALL_PATH" +TEST_PKG_ROOT="$(getPackageRoot)" +TEST_PKG_DEB="$(getPackageRoot)/deb/$TEST_SRC_DIR" +TEST_PKG_RPM="$(getPackageRoot)/rpm/$TEST_SRC_DIR" + +ROCR_LIB_DIR="$(getPackageRoot)/lib" +ROCR_INC_DIR="$(getPackageRoot)/hsa/include" + +RUN_SCRIPT=$(echo $(basename "${BASH_SOURCE}") | sed "s/build_/run_/") + +TARGET="build" +MAKETARGET="all" +BUILD_TYPE="Debug" +MAKEARG="$DASH_JAY" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; MAKEARG="$MAKEARG REL=1" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; CPACKGEN="${2^^}" ; shift 2;; + --) shift; break;; # end delimiter + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_rocm_bandwidth_test() { + echo "Cleaning $TEST_NAME" + + rm -rf $TEST_BLD_DIR + rm -rf $TEST_PKG_DEB + rm -rf $TEST_PKG_RPM + rm -rf $TEST_BIN_DIR/$TEST_NAME + rm -f $TEST_UTILS_DIR/$RUN_SCRIPT +} + +build_rocm_bandwidth_test() { + + echo "Building $TEST_NAME" + + if [ ! -d "$TEST_BLD_DIR" ]; then + mkdir -p "$TEST_BLD_DIR" + pushd "$TEST_BLD_DIR" + + cmake \ + -DCMAKE_BUILD_TYPE="$BUILD_TYPE" \ + -DCMAKE_VERBOSE_MAKEFILE=1 \ + -DCMAKE_INSTALL_PREFIX="$TEST_PKG_ROOT" \ + -DCPACK_PACKAGING_INSTALL_PREFIX="$ROCM_INSTALL_PATH" \ + -DCMAKE_PREFIX_PATH="$ROCM_INSTALL_PATH" \ + $(rocm_common_cmake_params) \ + -DCPACK_GENERATOR="${CPACKGEN:-"DEB;RPM"}" \ + -DROCM_PATCH_VERSION=$ROCM_LIBPATCH_VERSION \ + -DCMAKE_MODULE_PATH="$ROCM_BANDWIDTH_TEST_ROOT/cmake_modules" \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + "$ROCM_BANDWIDTH_TEST_ROOT" + + popd + fi + + echo "Building $TEST_NAME" + cmake --build "$TEST_BLD_DIR" -- $MAKEARG -C $TEST_BLD_DIR + + echo "Installing $TEST_NAME" + cmake --build "$TEST_BLD_DIR" -- $MAKEARG -C $TEST_BLD_DIR install + + echo "Packaging $TEST_NAME" + cmake --build "$TEST_BLD_DIR" -- $MAKEARG -C $TEST_BLD_DIR package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$TEST_PKG_DEB" $TEST_BLD_DIR/*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$TEST_PKG_RPM" $TEST_BLD_DIR/*.rpm + +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${TEST_PKG_DEB};; + ("rpm") + echo ${TEST_PKG_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} +verifyEnvSetup + +case $TARGET in + (clean) clean_rocm_bandwidth_test ;; + (build) build_rocm_bandwidth_test ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocm_smi_lib.sh b/rocm-build/build_rocm_smi_lib.sh new file mode 100755 index 000000000..232c326ba --- /dev/null +++ b/rocm-build/build_rocm_smi_lib.sh @@ -0,0 +1,153 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [-c|-r|-32|-h] [makeopts]" + echo + echo "Options:" + echo " -c, --clean Removes all rocm_smi build artifacts" + echo " -r, --release Build non-debug version rocm_smi (default is debug)" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo " -p, --package Specify packaging format" + echo " -32, Build 32b version (default is 64b)" + echo " -h, --help Prints this help" + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +PACKAGE_ROOT="$(getPackageRoot)" +TARGET="build" + +PACKAGE_LIB=$(getLibPath) +PACKAGE_INCLUDE="$(getIncludePath)" + +RSMI_BUILD_DIR=$(getBuildPath rsmi) +RSMI_PACKAGE_DEB_DIR="$(getPackageRoot)/deb/rsmi" +RSMI_PACKAGE_RPM_DIR="$(getPackageRoot)/rpm/rsmi" +RSMI_BUILD_TYPE="debug" +BUILD_TYPE="Debug" + +MAKETARGET="deb" +MAKEARG="$DASH_JAY O=$RSMI_BUILD_DIR" +RSMI_MAKE_OPTS="$DASH_JAY O=$RSMI_BUILD_DIR -C $RSMI_BUILD_DIR" +ROCM_SMI_BLD_BITS=64 +RSMI_PKG_NAME_ROOT="rocm-smi-lib" +RSMI_PKG_NAME="${RSMI_PKG_NAME_ROOT}${ROCM_SMI_BLD_BITS}" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +PKGTYPE="deb" + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on + # TODO - support standard option of passing cmake environment vars - CFLAGS,CXXFLAGS etc., to enable address sanitizer + ADDRESS_SANITIZER=true ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + (-32) + ROCM_SMI_BLD_BITS="32"; shift ;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean_rsmi() { + rm -rf "$RSMI_BUILD_DIR" + rm -rf "$RSMI_PACKAGE_DEB_DIR" + rm -rf "$RSMI_PACKAGE_RPM_DIR" + rm -rf "$PACKAGE_ROOT/rocm_smi" + rm -rf "$PACKAGE_INCLUDE/rocm_smi" + rm -f $PACKAGE_LIB/librocm_smi${ROCM_SMI_BLD_BITS}.* + rm -f $PACKAGE_LIB/librocm_smi${ROCM_SMI_BLD_BITS}.* + return 0 +} + +build_rsmi() { + echo "Building RSMI" + echo "RSMI_BUILD_DIR: ${RSMI_BUILD_DIR}" + if [ ! -d "$RSMI_BUILD_DIR" ]; then + mkdir -p $RSMI_BUILD_DIR + pushd $RSMI_BUILD_DIR + print_lib_type $SHARED_LIBS + + cmake \ + -DCMAKE_MODULE_PATH="$ROCM_SMI_LIB_ROOT/cmake_modules" \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + $(rocm_common_cmake_params) \ + $(rocm_cmake_params) \ + -DENABLE_LDCONFIG=OFF \ + -DROCM_SMI_PACKAGE="${RSMI_PKG_NAME}" \ + -DCPACK_PACKAGE_VERSION_MAJOR="1" \ + -DCPACK_PACKAGE_VERSION_MINOR="$ROCM_LIBPATCH_VERSION" \ + -DCPACK_PACKAGE_VERSION_PATCH="0" \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + -DBUILD_TESTS=ON \ + "$ROCM_SMI_LIB_ROOT" + popd + fi + + echo "Making rocm_smi package:" + cmake --build "$RSMI_BUILD_DIR" -- $RSMI_MAKE_OPTS + cmake --build "$RSMI_BUILD_DIR" -- $RSMI_MAKE_OPTS install + cmake --build "$RSMI_BUILD_DIR" -- $RSMI_MAKE_OPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$RSMI_PACKAGE_DEB_DIR" $RSMI_BUILD_DIR/*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$RSMI_PACKAGE_RPM_DIR" $RSMI_BUILD_DIR/*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${RSMI_PACKAGE_DEB_DIR};; + ("rpm") + echo ${RSMI_PACKAGE_RPM_DIR};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean_rsmi ;; + (build) build_rsmi ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" +exit 0 diff --git a/rocm-build/build_rocminfo.sh b/rocm-build/build_rocminfo.sh new file mode 100755 index 000000000..e9d5b03d7 --- /dev/null +++ b/rocm-build/build_rocminfo.sh @@ -0,0 +1,133 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [-c|-r|-h] [makeopts]" + echo + echo "Options:" + echo " -c, --clean Removes all rocminfo build artifacts" + echo " -r, --release Build non-debug version rocminfo (default is debug)" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + + +TARGET="build" +ROCMINFO_DEST="$(getBinPath)" +ROCMINFO_SRC_ROOT="$ROCMINFO_ROOT" +ROCMINFO_BUILD_DIR="$(getBuildPath rocminfo)" + +MAKEARG="$DASH_JAY" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_UTILS="$(getUtilsPath)" +ROCMINFO_PACKAGE_DEB="$(getPackageRoot)/deb/rocminfo" +ROCMINFO_PACKAGE_RPM="$(getPackageRoot)/rpm/rocminfo" +BUILD_TYPE="debug" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso:g: --long help,clean,release,static,address_sanitizer,outdir:,gpu_list: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + MAKEARG="$MAKEARG BUILD_TYPE=rel"; BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-g | --gpu_list) + GPU_LIST="$2" ; shift 2;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + + +clean_rocminfo() { + echo "Removing rocminfo" + rm -rf $ROCMINFO_DEST/rocminfo + rm -rf $ROCMINFO_BUILD_DIR + rm -rf $ROCMINFO_PACKAGE_DEB + rm -rf $ROCMINFO_PACKAGE_RPM +} + +build_rocminfo() { + if [ ! -d "$ROCMINFO_BUILD_DIR" ]; then + mkdir -p $ROCMINFO_BUILD_DIR + pushd $ROCMINFO_BUILD_DIR + + cmake \ + $(rocm_cmake_params) \ + -DROCRTST_BLD_TYPE="$BUILD_TYPE" \ + $(rocm_common_cmake_params) \ + -DCPACK_PACKAGE_VERSION_MAJOR="1" \ + -DCPACK_PACKAGE_VERSION_MINOR="$ROCM_LIBPATCH_VERSION" \ + -DCPACK_PACKAGE_VERSION_PATCH="0" \ + -DCMAKE_SKIP_BUILD_RPATH=TRUE\ + $ROCMINFO_SRC_ROOT + + echo "Making rocminfo:" + cmake --build . -- $MAKEARG + cmake --build . -- $MAKEARG install + cmake --build . -- $MAKEARG package + popd + fi + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$ROCMINFO_PACKAGE_DEB" $ROCMINFO_BUILD_DIR/*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$ROCMINFO_PACKAGE_RPM" $ROCMINFO_BUILD_DIR/*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${ROCMINFO_PACKAGE_DEB};; + ("rpm") + echo ${ROCMINFO_PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +case $TARGET in + (clean) clean_rocminfo ;; + (build) build_rocminfo ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" +exit 0 diff --git a/rocm-build/build_rocmvalidationsuite.sh b/rocm-build/build_rocmvalidationsuite.sh new file mode 100755 index 000000000..6c71a797e --- /dev/null +++ b/rocm-build/build_rocmvalidationsuite.sh @@ -0,0 +1,51 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src ROCmValidationSuite + +ROCM_RVS_LIB_RPATH="\$ORIGIN/.." + +build_rocmvalidationsuite() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd "${COMPONENT_SRC}" + mkdir -p "$BUILD_DIR" + + cmake \ + $(rocm_common_cmake_params) \ + -DFETCH_ROCMPATH_FROM_ROCMCORE=ON \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT="-Wl,--enable-new-dtags,--rpath,$ROCM_LIB_RPATH:$ROCM_RVS_LIB_RPATH" \ + -B "$BUILD_DIR" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p "${PACKAGE_DIR}" && cp "${BUILD_DIR}"/*."${PKGTYPE}" "${PACKAGE_DIR}" + + show_build_cache_stats +} + +clean_rocmvalidationsuite() { + echo "Cleaning ROCmValidationSuite build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "${BUILD_DIR}" "${PACKAGE_DIR}" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocmvalidationsuite ;; + outdir) print_output_directory ;; + clean) clean_rocmvalidationsuite ;; + *) die "Invalid target ${TARGET}" ;; +esac diff --git a/rocm-build/build_rocprim.sh b/rocm-build/build_rocprim.sh new file mode 100755 index 000000000..e00cd8038 --- /dev/null +++ b/rocm-build/build_rocprim.sh @@ -0,0 +1,61 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rocPRIM + +build_rocprim() { + echo "Start build" + + cd $COMPONENT_SRC + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + ASAN_CMAKE_PARAMS="false" + fi + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX="${ROCM_PATH}/bin/hipcc" \ + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DBUILD_BENCHMARK=OFF \ + -DBUILD_BENCHMARK=OFF \ + -DBUILD_TEST=ON \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip;${ROCM_PATH}/hip/cmake" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocprim() { + echo "Cleaning rocPRIM build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocprim ;; + outdir) print_output_directory ;; + clean) clean_rocprim ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocprofiler-register.sh b/rocm-build/build_rocprofiler-register.sh new file mode 100755 index 000000000..c4bcd69c1 --- /dev/null +++ b/rocm-build/build_rocprofiler-register.sh @@ -0,0 +1,139 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: ${BASH_SOURCE##*/} [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +API_NAME="rocprofiler-register" +PROJ_NAME="$API_NAME" +LIB_NAME="lib${API_NAME}" +TARGET="build" +MAKETARGET="deb" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_LIB="$(getLibPath)" +PACKAGE_INCLUDE="$(getIncludePath)" +BUILD_DIR="$(getBuildPath $API_NAME)" +PACKAGE_DEB="$(getPackageRoot)/deb/$API_NAME" +PACKAGE_RPM="$(getPackageRoot)/rpm/$API_NAME" +PACKAGE_PREFIX="$ROCM_INSTALL_PATH" +BUILD_TYPE="Debug" +MAKE_OPTS="$DASH_JAY -C $BUILD_DIR" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="Release" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean() { + echo "Cleaning $PROJ_NAME" + + rm -rf "$BUILD_DIR" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" + rm -rf "$PACKAGE_ROOT/${PROJ_NAME}" + rm -rf "$PACKAGE_LIB/${LIB_NAME}"* +} + +build() { + echo "Building $PROJ_NAME" + + if [ ! -d "$BUILD_DIR" ]; then + mkdir -p "$BUILD_DIR" + pushd "$BUILD_DIR" + print_lib_type $SHARED_LIBS + cmake \ + $(rocm_cmake_params) \ + $(rocm_common_cmake_params) \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + -DENABLE_LDCONFIG=OFF \ + -DROCPROFILER_REGISTER_BUILD_CI=1 \ + -DROCPROFILER_REGISTER_BUILD_TESTS=1 \ + -DROCPROFILER_REGISTER_BUILD_SAMPLES=1 \ + "$ROCPROFILER_REGISTER_ROOT" + popd + fi + make $MAKE_OPTS + make $MAKE_OPTS install + make $MAKE_OPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" "$BUILD_DIR/${API_NAME}"*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" "$BUILD_DIR/${API_NAME}"*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case "$TARGET" in + (clean) clean ;; + (build) build ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocprofiler.sh b/rocm-build/build_rocprofiler.sh new file mode 100755 index 000000000..d7be08e5c --- /dev/null +++ b/rocm-build/build_rocprofiler.sh @@ -0,0 +1,179 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: ${BASH_SOURCE##*/} [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +API_NAME="rocprofiler" +PROJ_NAME="$API_NAME" +LIB_NAME="lib${API_NAME}" +TARGET="build" +MAKETARGET="deb" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_LIB="$(getLibPath)" +PACKAGE_INCLUDE="$(getIncludePath)" +BUILD_DIR="$(getBuildPath $API_NAME)" +PACKAGE_DEB="$(getPackageRoot)/deb/$API_NAME" +PACKAGE_RPM="$(getPackageRoot)/rpm/$API_NAME" +PACKAGE_PREFIX="$ROCM_INSTALL_PATH" +BUILD_TYPE="Debug" +MAKE_OPTS="$DASH_JAY -C $BUILD_DIR" +SHARED_LIBS="ON" +CLEAN_OR_OUT=0 +MAKETARGET="deb" +PKGTYPE="deb" +GPU_LIST="gfx900,gfx906,gfx908,gfx90a,gfx940,gfx941,gfx942,gfx1030,gfx1100,gfx1101,gfx1102" + +VALID_STR=$(getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@") +eval set -- "$VALID_STR" + +while true; do + case "$1" in + -h | --help) + printUsage + exit 0 + ;; + -c | --clean) + TARGET="clean" + ((CLEAN_OR_OUT |= 1)) + shift + ;; + -r | --release) + BUILD_TYPE="RelWithDebInfo" + shift + ;; + -a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on + shift + ;; + -s | --static) + SHARED_LIBS="OFF" + shift + ;; + -o | --outdir) + TARGET="outdir" + PKGTYPE=$2 + OUT_DIR_SPECIFIED=1 + ((CLEAN_OR_OUT |= 2)) + shift 2 + ;; + -p | --package) + MAKETARGET="$2" + shift 2 + ;; + --) + shift + break + ;; + *) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] " >&2 + exit 20 + ;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean() { + echo "Cleaning $PROJ_NAME" + rm -rf "$BUILD_DIR" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" + rm -rf "$PACKAGE_ROOT/${PROJ_NAME}" + rm -rf "$PACKAGE_ROOT/libexec/${PROJ_NAME}" + rm -rf "$PACKAGE_INCLUDE/${PROJ_NAME}" + rm -rf "$PACKAGE_LIB/${LIB_NAME}"* + rm -rf "$PACKAGE_LIB/${PROJ_NAME}" +} + +build_rocprofiler() { + echo "Building $PROJ_NAME" + + sed -i 's/set(CPACK_GENERATOR "DEB" "RPM" "TGZ")/set(CPACK_GENERATOR "DEB" "TGZ")/' "${ROCPROFILER_ROOT}/CMakeLists.txt" + + PACKAGE_CMAKE="$(getCmakePath)" + if [ ! -d "$BUILD_DIR" ]; then + mkdir -p "$BUILD_DIR" + pushd "$BUILD_DIR" + print_lib_type $SHARED_LIBS + + cmake \ + $(rocm_cmake_params) \ + -DCMAKE_MODULE_PATH="$ROCPROFILER_ROOT/cmake_modules;$PACKAGE_CMAKE/hip" \ + $(rocm_common_cmake_params) \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + -DENABLE_LDCONFIG=OFF \ + -DUSE_PROF_API=1 \ + -DGPU_TARGETS="$GPU_LIST" \ + -DPROF_API_HEADER_PATH="$WORK_ROOT/roctracer/inc/ext" \ + -DHIP_HIPCC_FLAGS=$HIP_HIPCC_FLAGS";--offload-arch=$GPU_LIST" \ + -DCPACK_OBJCOPY_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-objcopy" \ + -DCPACK_READELF_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-readelf" \ + -DCPACK_STRIP_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-strip" \ + -DCPACK_OBJDUMP_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-objdump" \ + "$ROCPROFILER_ROOT" + + popd + fi + cmake --build "$BUILD_DIR" -- $MAKE_OPTS + cmake --build "$BUILD_DIR" -- $MAKE_OPTS mytest + cmake --build "$BUILD_DIR" -- $MAKE_OPTS install + cmake --build "$BUILD_DIR" -- $MAKE_OPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" "$BUILD_DIR/${API_NAME}"*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" "$BUILD_DIR/${API_NAME}"*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + "deb") + echo ${PACKAGE_DEB} + ;; + "rpm") + echo ${PACKAGE_RPM} + ;; + *) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2 + exit 1 + ;; + esac + exit +} + +verifyEnvSetup + +case "$TARGET" in +clean) clean ;; +build) build_rocprofiler ;; +outdir) print_output_directory ;; +*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocr_debug_agent.sh b/rocm-build/build_rocr_debug_agent.sh new file mode 100755 index 000000000..7a57284c7 --- /dev/null +++ b/rocm-build/build_rocr_debug_agent.sh @@ -0,0 +1,153 @@ +#!/bin/bash +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -s, --static Supports static CI by accepting this param & not bailing out. No effect of the param though" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +API_NAME=rocm-debug-agent +PROJ_NAME=$API_NAME +LIB_NAME=lib${API_NAME}.so +TARGET=build +MAKETARGET=deb +PACKAGE_ROOT=$(getPackageRoot) +PACKAGE_BIN="$(getBinPath)" +PACKAGE_LIB=$(getLibPath) +PACKAGE_INCLUDE=$(getIncludePath) +BUILD_DIR=$(getBuildPath $API_NAME) +PACKAGE_DEB=$(getPackageRoot)/deb/$API_NAME +PACKAGE_RPM=$(getPackageRoot)/rpm/$API_NAME +PACKAGE_PREFIX=$ROCM_INSTALL_PATH +BUILD_TYPE=Debug +MAKE_OPTS="$DASH_JAY -C" + +TEST_PACKAGE_DIR="$(getBinPath)/rocm-debug-agent-test" +PACKAGE_UTILS=$(getUtilsPath) + +BC_DIR="$PACKAGE_ROOT/lib/bitcode" +if [ -d "$BC_DIR" ] ; then + export DEVICE_LIB_PATH=$BC_DIR +fi + + +SHARED_LIBS="ON" +CLEAN_OR_OUT=0; +MAKETARGET="deb" +PKGTYPE="deb" + + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,static,address_sanitizer,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s | --static) + SHARED_LIBS="OFF" ; shift ;; + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean() { + echo "Cleaning $PROJ_NAME" + rm -rf $BUILD_DIR + rm -rf $TEST_PACKAGE_DIR + rm -rf $PACKAGE_DEB + rm -rf $PACKAGE_RPM + rm -rf $PACKAGE_ROOT/${PROJ_NAME} + rm -rf $PACKAGE_LIB/${LIB_NAME}* + rm -f $PACKAGE_UTILS/run_rocr_debug_agent_test.sh +} + +build() { + echo "Building $PROJ_NAME" + + PACKAGE_CMAKE="$(getCmakePath)" + export HIPCC_COMPILE_FLAGS_APPEND="--rocm-path=$ROCM_PATH" + if [ ! -d "$BUILD_DIR" ]; then + mkdir -p "$BUILD_DIR" + pushd "$BUILD_DIR" + + cmake $(rocm_cmake_params) \ + -DCMAKE_PREFIX_PATH="$PACKAGE_CMAKE/amd-dbgapi" \ + -DCMAKE_MODULE_PATH="$PACKAGE_CMAKE/hip" \ + $(rocm_common_cmake_params) \ + -DCMAKE_HIP_ARCHITECTURES=OFF \ + $ROCR_DEBUG_AGENT_ROOT + + popd + fi + cmake --build "$BUILD_DIR" -- $MAKE_OPTS $BUILD_DIR + cmake --build "$BUILD_DIR" -- $MAKE_OPTS $BUILD_DIR install + cmake --build "$BUILD_DIR" -- $MAKE_OPTS $BUILD_DIR package + + mkdir -p $PACKAGE_LIB + cp -R $BUILD_DIR/${LIB_NAME}* $PACKAGE_LIB + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "${PACKAGE_DEB}" "$BUILD_DIR/${API_NAME}"*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "${PACKAGE_RPM}" "$BUILD_DIR/${API_NAME}"*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${PACKAGE_DEB};; + ("rpm") + echo ${PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean ;; + (build) build ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $target" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocrand.sh b/rocm-build/build_rocrand.sh new file mode 100755 index 000000000..8e7aa13af --- /dev/null +++ b/rocm-build/build_rocrand.sh @@ -0,0 +1,66 @@ +#!/bin/bash +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rocRAND + +build_rocrand() { + echo "Start build" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + cd $COMPONENT_SRC && mkdir "$BUILD_DIR" + + remote_name=$(git remote show | head -n 1) + [ "$remote_name" == "origin" ] || git remote rename "$remote_name" origin + git submodule update --init --force + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX=$(set_build_variables CXX)\ + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DBUILD_TEST=ON \ + -DBUILD_BENCHMARK=ON \ + -DBUILD_CRUSH_TEST=ON \ + -DDEPENDENCIES_FORCE_DOWNLOAD=OFF \ + -DHIP_COMPILER=clang \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip" \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + -B "${BUILD_DIR}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocrand() { + echo "Cleaning rocRAND build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocrand ;; + outdir) print_output_directory ;; + clean) clean_rocrand ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocsolver.sh b/rocm-build/build_rocsolver.sh new file mode 100755 index 000000000..fbffc5dfd --- /dev/null +++ b/rocm-build/build_rocsolver.sh @@ -0,0 +1,69 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rocSOLVER + +build_rocsolver() { + echo "Start build" + + cd $COMPONENT_SRC + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + rebuild_lapack + fi + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX="${ROCM_PATH}/bin/hipcc" \ + cmake \ + -DCPACK_SET_DESTDIR=OFF \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -Drocblas_DIR="${ROCM_PATH}/rocblas/lib/cmake/rocblas" \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_TESTING=ON \ + -DBUILD_CLIENTS_EXTRA_TESTS=ON \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocsolver() { + echo "Cleaning rocSOLVER build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocsolver ;; + outdir) print_output_directory ;; + clean) clean_rocsolver ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocsparse.sh b/rocm-build/build_rocsparse.sh new file mode 100755 index 000000000..2426b98c9 --- /dev/null +++ b/rocm-build/build_rocsparse.sh @@ -0,0 +1,68 @@ + + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +PATH=${ROCM_PATH}/bin:$PATH +set_component_src rocSPARSE + +build_rocsparse() { + echo "Start build" + + cd $COMPONENT_SRC + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + MIRROR="http://compute-artifactory.amd.com/artifactory/list/rocm-generic-local/mathlib/sparse/" + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + ROCSPARSE_TEST_MIRROR=$MIRROR \ + CXX=$(set_build_variables CXX)\ + CC=$(set_build_variables CC)\ + cmake \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DBUILD_CLIENTS_SAMPLES=ON \ + -DBUILD_CLIENTS_TESTS=ON \ + -DBUILD_CLIENTS_BENCHMARKS=ON \ + -DCPACK_SET_DESTDIR=OFF \ + -DCMAKE_INSTALL_PREFIX=${ROCM_PATH} \ + -DBUILD_ADDRESS_SANITIZER="${ADDRESS_SANITIZER}" \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip;${ROCM_PATH}/hip/cmake" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + show_build_cache_stats +} + +clean_rocsparse() { + echo "Cleaning rocSPARSE build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocsparse ;; + outdir) print_output_directory ;; + clean) clean_rocsparse ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rocthrust.sh b/rocm-build/build_rocthrust.sh new file mode 100755 index 000000000..cd7cc16e4 --- /dev/null +++ b/rocm-build/build_rocthrust.sh @@ -0,0 +1,64 @@ +#!/bin/bash + +set -ex + +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +ENABLE_ADDRESS_SANITIZER=false +build_release=true +set_component_src rocThrust + +build_rocthrust() { + echo "Start build" + + cd $COMPONENT_SRC + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + ASAN_CMAKE_PARAMS="false" + fi + + mkdir -p "$BUILD_DIR" && cd "$BUILD_DIR" + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101" + fi + + CXX=$(set_build_variables CXX)\ + cmake \ + ${LAUNCHER_FLAGS} \ + $(rocm_common_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DCMAKE_MODULE_PATH="${ROCM_PATH}/lib/cmake/hip;${ROCM_PATH}/hip/cmake" \ + -DROCPRIM_ROOT="${ROCM_PATH}/rocprim" \ + -DBUILD_TEST=ON \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + + + show_build_cache_stats +} + +clean_rocthrust() { + echo "Cleaning rocThrust build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + (clean) clean_rocthrust ;; + (build) build_rocthrust ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_roctracer.sh b/rocm-build/build_roctracer.sh new file mode 100755 index 000000000..b64b4e71e --- /dev/null +++ b/rocm-build/build_roctracer.sh @@ -0,0 +1,180 @@ +#!/bin/bash +source "$(dirname $BASH_SOURCE)/compute_utils.sh" + +printUsage() { + echo + echo "Usage: ${BASH_SOURCE##*/} [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of + type referred to by pkg_type" + echo " -h, --help Prints this help" + echo " -s, --static Build static lib (.a). build instead of dynamic/shared(.so) " + echo + + return 0 +} + +API_NAME="roctracer" +PROJ_NAME="$API_NAME" +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_INCLUDE="$(getIncludePath)" +BUILD_DIR="$(getBuildPath $API_NAME)" +PACKAGE_DEB="$(getPackageRoot)/deb/$API_NAME" +PACKAGE_RPM="$(getPackageRoot)/rpm/$API_NAME" +PACKAGE_PREFIX="$ROCM_INSTALL_PATH" + +export HIP_PATH="${ROCM_INSTALL_PATH}" +export HCC_HOME="${PACKAGE_ROOT}/hcc" + +TARGET="build" +BUILD_TYPE="Debug" +MAKE_OPTS="$DASH_JAY -C $BUILD_DIR" +HIP_VDI=1 +SHARED_LIBS="ON" +CLEAN_OR_OUT=0 +MAKETARGET="deb" +PKGTYPE="deb" + +GPU_LIST="gfx900;gfx906;gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101;gfx1102" + +VALID_STR=$(getopt -o hcraso: --long help,clean,release,static,address_sanitizer,outdir: -- "$@") +eval set -- "$VALID_STR" + +while true; do + case "$1" in + -h | --help) + printUsage + exit 0 + ;; + -c | --clean) + TARGET="clean" + ((CLEAN_OR_OUT |= 1)) + shift + ;; + -r | --release) + BUILD_TYPE="RelWithDebInfo" + shift + ;; + -a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on + shift + ;; + -s | --static) + SHARED_LIBS="OFF" + shift + ;; + -o | --outdir) + TARGET="outdir" + PKGTYPE=$2 + OUT_DIR_SPECIFIED=1 + ((CLEAN_OR_OUT |= 2)) + shift 2 + ;; + --) + shift + break + ;; + *) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] " >&2 + exit 20 + ;; + esac + +done + +RET_CONFLICT=1 +check_conflicting_options $CLEAN_OR_OUT $PKGTYPE $MAKETARGET +if [ $RET_CONFLICT -ge 30 ]; then + print_vars $API_NAME $TARGET $BUILD_TYPE $SHARED_LIBS $CLEAN_OR_OUT $PKGTYPE $MAKETARGET + exit $RET_CONFLICT +fi + +clean() { + echo "Cleaning $PROJ_NAME" + rm -rf "$BUILD_DIR" + rm -rf "$PACKAGE_DEB" + rm -rf "$PACKAGE_RPM" + rm -rf "$PACKAGE_INCLUDE/${PROJ_NAME}" + rm -rf "$PACKAGE_ROOT/${PROJ_NAME}" +} + +copy_libs_to_workspace() { + if [ "$ASAN_CMAKE_PARAMS" != "true" ]; then + cp -R "${ROCM_INSTALL_PATH}/lib/roctracer/" "${OUT_DIR}/lib/roctracer/" + fi +} + +build() { + echo "Building $PROJ_NAME" + PACKAGE_CMAKE="$(getCmakePath)" + export ROCM_PATH="${ROCM_INSTALL_PATH}" + export HIPCC_COMPILE_FLAGS_APPEND="--rocm-path=$ROCM_PATH" + + if [ ! -d "$BUILD_DIR" ]; then + mkdir -p "$BUILD_DIR" + pushd "$BUILD_DIR" + print_lib_type $SHARED_LIBS + export HIPCC_COMPILE_FLAGS_APPEND="--rocm-path=$ROCM_PATH --offload-arch=gfx900 --offload-arch=gfx906 --offload-arch=gfx908 \ + --offload-arch=gfx90a --offload-arch=gfx940 --offload-arch=gfx1030 \ + --offload-arch=gfx1100 --offload-arch=gfx1101 --offload-arch=gfx1102" + + cmake $(rocm_cmake_params) \ + -DCPACK_PACKAGING_INSTALL_PREFIX="$PACKAGE_PREFIX/$PROJ_NAME" \ + -DCMAKE_MODULE_PATH="$PACKAGE_CMAKE/hip" \ + -DCMAKE_HIP_ARCHITECTURES=OFF \ + -DBUILD_SHARED_LIBS=$SHARED_LIBS \ + $(rocm_common_cmake_params) \ + -DCMAKE_HIP_ARCHITECTURES=OFF \ + -DENABLE_LDCONFIG=OFF \ + -DROCM_ROOT_DIR="$ROCM_INSTALL_PATH" \ + -DHIP_VDI="$HIP_VDI" \ + -DROCM_RPATH="$ROCM_RPATH" \ + -DGPU_TARGETS="$GPU_LIST" \ + -DCPACK_OBJCOPY_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-objcopy" \ + -DCPACK_READELF_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-readelf" \ + -DCPACK_STRIP_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-strip" \ + -DCPACK_OBJDUMP_EXECUTABLE="${ROCM_INSTALL_PATH}/llvm/bin/llvm-objdump" \ + "$ROCTRACER_ROOT" + + popd + fi + cmake --build "$BUILD_DIR" -- $MAKE_OPTS + cmake --build "$BUILD_DIR" -- $MAKE_OPTS mytest + cmake --build "$BUILD_DIR" -- $MAKE_OPTS doc + cmake --build "$BUILD_DIR" -- $MAKE_OPTS install + cmake --build "$BUILD_DIR" -- $MAKE_OPTS package + + copy_if DEB "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_DEB" "$BUILD_DIR/${API_NAME}"*.deb + copy_if RPM "${CPACKGEN:-"DEB;RPM"}" "$PACKAGE_RPM" "$BUILD_DIR/${API_NAME}"*.rpm +} + +print_output_directory() { + case ${PKGTYPE} in + "deb") + echo ${PACKAGE_DEB} + ;; + "rpm") + echo ${PACKAGE_RPM} + ;; + *) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2 + exit 1 + ;; + esac + exit +} +verifyEnvSetup + +case $TARGET in +clean) clean ;; +build) build && copy_libs_to_workspace ;; +outdir) print_output_directory ;; +*) die "$BASH_SOURCE Invalid target $TARGET - exiting" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/build_rocwmma.sh b/rocm-build/build_rocwmma.sh new file mode 100755 index 000000000..54eca1a11 --- /dev/null +++ b/rocm-build/build_rocwmma.sh @@ -0,0 +1,63 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rocWMMA + +build_rocwmma() { + echo "Start build" + + if [ ! -e $COMPONENT_SRC/CMakeLists.txt ]; then + echo "Skipping rocWMMA as source is not available" + mkdir -p $COMPONENT_SRC + exit 0 + fi + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + ASAN_CMAKE_PARAMS="false" + fi + mkdir -p $BUILD_DIR && cd $BUILD_DIR + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942;gfx1100;gfx1101" + fi + + CXX=$(set_build_variables CXX)\ + cmake \ + $(rocm_common_cmake_params) \ + ${LAUNCHER_FLAGS} \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DROCWMMA_BUILD_VALIDATION_TESTS=ON \ + -DROCWMMA_VALIDATE_WITH_ROCBLAS=ON \ + -DROCWMMA_BUILD_BENCHMARK_TESTS=ON \ + -DROCWMMA_BENCHMARK_WITH_ROCBLAS=ON \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cmake --build "$BUILD_DIR" -- package + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR && cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + show_build_cache_stats +} + +clean_rocwmma() { + echo "Cleaning rocWMMA build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rocwmma ;; + outdir) print_output_directory ;; + clean) clean_rocwmma ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_rpp.sh b/rocm-build/build_rpp.sh new file mode 100755 index 000000000..b1051a9d8 --- /dev/null +++ b/rocm-build/build_rpp.sh @@ -0,0 +1,78 @@ +#!/bin/bash + +set -ex +source "$(dirname "${BASH_SOURCE[0]}")/compute_helper.sh" + +set_component_src rpp +DEPS_DIR="$RPP_DEPS_LOCATION" + +LLVM_LIBDIR="${ROCM_PATH}/llvm/lib" +ROCM_LLVM_LIB_RPATH="\$ORIGIN/llvm/lib" + +rpp_specific_cmake_params() { + local rpp_cmake_params + if [ "${ASAN_CMAKE_PARAMS}" == "true" ] ; then + rpp_cmake_params="-DCMAKE_EXE_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_EXE_RPATH:$LLVM_LIBDIR" + else + rpp_cmake_params="" + fi + printf '%s ' "${rpp_cmake_params}" +} + +build_rpp() { + echo "Start build" + + if [ ! -e $COMPONENT_SRC/CMakeLists.txt ]; then + echo "Skipping RPP build as source is not available" + mkdir -p $COMPONENT_SRC + exit 0 + fi + + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ]; then + set_asan_env_vars + set_address_sanitizer_on + fi + + mkdir -p $BUILD_DIR && cd $BUILD_DIR + + if [ -n "$GPU_ARCHS" ]; then + GPU_TARGETS="$GPU_ARCHS" + else + GPU_TARGETS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100" + fi + + cmake \ + $(rocm_common_cmake_params) \ + ${LAUNCHER_FLAGS} \ + -DBACKEND=HIP \ + -DCMAKE_INSTALL_LIBDIR=$(getInstallLibDir) \ + $(rpp_specific_cmake_params) \ + -DAMDGPU_TARGETS=${GPU_TARGETS} \ + -DCMAKE_SHARED_LINKER_FLAGS_INIT="-fno-openmp-implicit-rpath -Wl,--enable-new-dtags,--rpath,${ROCM_LIB_RPATH}:${DEPS_DIR}/lib:${ROCM_LLVM_LIB_RPATH}" \ + -DCMAKE_PREFIX_PATH="${DEPS_DIR};${ROCM_PATH}" \ + "$COMPONENT_SRC" + + cmake --build "$BUILD_DIR" -- -j${PROC} + cmake --build "$BUILD_DIR" -- install + cpack -G ${PKGTYPE^^} + + rm -rf _CPack_Packages/ && find -name '*.o' -delete + mkdir -p $PACKAGE_DIR + cp ${BUILD_DIR}/*.${PKGTYPE} $PACKAGE_DIR + show_build_cache_stats +} + +clean_rpp() { + echo "Cleaning rpp build directory: ${BUILD_DIR} ${PACKAGE_DIR}" + rm -rf "$BUILD_DIR" "$PACKAGE_DIR" + echo "Done!" +} + +stage2_command_args "$@" + +case $TARGET in + build) build_rpp ;; + outdir) print_output_directory ;; + clean) clean_rpp ;; + *) die "Invalid target $TARGET" ;; +esac diff --git a/rocm-build/build_thunk.sh b/rocm-build/build_thunk.sh new file mode 100755 index 000000000..5e2f58ff9 --- /dev/null +++ b/rocm-build/build_thunk.sh @@ -0,0 +1,205 @@ +#!/bin/bash + +source "$(dirname "${BASH_SOURCE}")/compute_utils.sh" + +printUsage() { + echo + echo "Usage: $(basename "${BASH_SOURCE}") [options ...]" + echo + echo "Options:" + echo " -c, --clean Clean output and delete all intermediate work" + echo " -p, --package Specify packaging format" + echo " -r, --release Make a release build instead of a debug build" + echo " -a, --address_sanitizer Enable address sanitizer" + echo " -o, --outdir Print path of output directory containing packages of type referred to by pkg_type" + echo " -h, --help Prints this help" + echo + echo "Possible values for :" + echo " deb -> Debian format (default)" + echo " rpm -> RPM format" + echo + + return 0 +} + +PACKAGE_ROOT="$(getPackageRoot)" +PACKAGE_DEB="$(getPackageRoot)/deb/libhsakmt" +PACKAGE_RPM="$(getPackageRoot)/rpm/libhsakmt" +THUNK_BUILD_DIR="$(getBuildPath thunk)" +TARGET="build" +MAKETARGET="deb" +MAKEARG="$DASH_JAY O=$THUNK_BUILD_DIR" +PACKAGE_LIB="$(getLibPath)" +PACKAGE_INCLUDE="$(getIncludePath)" + +ROCT_BUILD_DIR="$(getBuildPath roct)" +ROCT_PACKAGE_DEB="$(getPackageRoot)/deb/roct" +ROCT_PACKAGE_RPM="$(getPackageRoot)/rpm/roct" +ROCT_BUILD_TYPE="debug" +BUILD_TYPE="Debug" +ROCT_MAKE_OPTS="$DASH_JAY -C $ROCT_BUILD_DIR" +CLEAN_OR_OUT=0; + +print_vars() { +echo " Var status thunk " +echo "TARGET= $TARGET" +echo "BUILD_TYPE = $BUILD_TYPE" +echo "MAKETARGE = $MAKETARGET" +echo "CLEAN_OR_OUT = $CLEAN_OR_OUT" +echo "PKGTYPE= $PKGTYPE" +} + +check_conflicting_options() { + + if [ "$MAKETARGET" != "deb" ] && [ "$MAKETARGET" != "rpm" ] && [ "$MAKETARGET" != "tar" ]; then + echo " Wrong Param Passed for Package Type. Aborting .. " + print_vars + exit 30 + fi + + if [ $CLEAN_OR_OUT -ge 2 ]; then + if [ "$PKGTYPE" != "deb" ] && [ "$PKGTYPE" != "rpm" ] && [ "$PKGTYPE" != "tar" ]; then + echo " Wrong Param Passed for Package Type for the Outdir. Aborting .. " + print_vars + exit 40 + fi + fi + + if [ $CLEAN_OR_OUT -ge 3 ]; then + echo " Clean & Out Both are sepcified. Not accepted. Bailing .. " + exit 50 + fi +} + +VALID_STR=`getopt -o hcraso:p: --long help,clean,release,address_sanitizer,clean,outdir:,package: -- "$@"` +eval set -- "$VALID_STR" + +while true ; +do + case "$1" in + (-h | --help) + printUsage ; exit 0;; + (-c | --clean) + TARGET="clean" ; ((CLEAN_OR_OUT|=1)) ; shift ;; + (-r | --release) + BUILD_TYPE="RelWithDebInfo" ; shift ;; + (-a | --address_sanitizer) + set_asan_env_vars + set_address_sanitizer_on ; shift ;; + (-s) + shift ;; # Static build requested, NO-OP for this package. Required for static Jenkins builds + (-o | --outdir) + TARGET="outdir"; PKGTYPE=$2 ; OUT_DIR_SPECIFIED=1 ; ((CLEAN_OR_OUT|=2)) ; shift 2 ;; + (-p | --package) + MAKETARGET="$2" ; shift 2;; + --) shift; break;; + (*) + echo " This should never come but just incase : UNEXPECTED ERROR Parm : [$1] ">&2 ; exit 20;; + esac + +done + +check_conflicting_options + + +clean_roct() { + rm -rf "$ROCT_BUILD_DIR" + rm -rf "$ROCT_PACKAGE_DEB" + rm -rf "$ROCT_PACKAGE_RPM" + rm -rf "$PACKAGE_ROOT/libhsakmt" + rm -rf "$PACKAGE_INCLUDE/libhsakmt" + rm -f $PACKAGE_LIB/libhsakmt.so* + rm -f $PACKAGE_LIB/libhsakmt.a + rm -f $PACKAGE_INCLUDE/hsakmt*.h $PACKAGE_INCLUDE/linux/kfd_ioctl.h +} + +build_roct() { + echo "Building ROCt" + + rm -f $ROCT_BUILD_DIR/hsakmt-roct*.deb + rm -f $ROCT_BUILD_DIR/hsakmt-roct-dev/hsakmt-roct*.deb + rm -f "$ROCT_PACKAGE_DEB"/* + + rm -f $ROCT_BUILD_DIR/hsakmt-roct*.rpm + rm -f $ROCT_BUILD_DIR/hsakmt-roct-dev/hsakmt-roct*.rpm + rm -f "$ROCT_PACKAGE_RPM"/* + + if [ "${DISTRO_ID}" = "centos-7" ]; then + libdrm_cmake_var="-DHSAKMT_REQUIRES_LIBDRM=true" + fi + + if [ ! -d "$ROCT_BUILD_DIR" ]; then + mkdir -p "$ROCT_BUILD_DIR" + pushd "$ROCT_BUILD_DIR" + + cmake \ + -DCMAKE_MODULE_PATH="$THUNK_ROOT/cmake_modules" \ + -DBUILD_SHARED_LIBS="OFF" \ + $(rocm_cmake_params) \ + $(rocm_common_cmake_params) \ + -DHSAKMT_INSTALL_PREFIX="$PACKAGE_ROOT" \ + -DHSAKMT_INSTALL_LIBDIR="$PACKAGE_LIB" \ + -DHSAKMT_PACKAGING_INSTALL_PREFIX="$ROCM_PATH" \ + -DENABLE_LDCONFIG=OFF \ + -DHSAKMT_WERROR=1 \ + -DADDRESS_SANITIZER="$ADDRESS_SANITIZER" \ + $libdrm_cmake_var \ + "$THUNK_ROOT" + popd + fi + cmake --build "$ROCT_BUILD_DIR" -- $ROCT_MAKE_OPTS + cmake --build "$ROCT_BUILD_DIR" -- $ROCT_MAKE_OPTS install + cmake --build "$ROCT_BUILD_DIR" -- $ROCT_MAKE_OPTS package + + if [ -e "$THUNK_ROOT/hsakmt-dev.txt" ]; then + cmake --build "$ROCT_BUILD_DIR" -- $ROCT_MAKE_OPTS install-dev + cmake --build "$ROCT_BUILD_DIR" -- $ROCT_MAKE_OPTS package-dev + fi + + mkdir -p "$PACKAGE_LIB" + if [ -e "$ROCT_BUILD_DIR/libhsakmt.so" ]; then + cp -R "$ROCT_BUILD_DIR/libhsakmt.so"* "$PACKAGE_LIB" + fi + if [ -e "$ROCT_BUILD_DIR/libhsakmt.a" ]; then + cp -R "$ROCT_BUILD_DIR/libhsakmt.a" "$PACKAGE_LIB" + fi + + mkdir -p "$ROCT_PACKAGE_DEB" + if [[ "${CPACKGEN:-"DEB;RPM"}" =~ "DEB" ]] ; then + cp -a $ROCT_BUILD_DIR/hsakmt*.deb "$ROCT_PACKAGE_DEB" + if [ -e "$THUNK_ROOT/hsakmt-dev.txt" ]; then + cp -a $ROCT_BUILD_DIR/hsakmt-roct-dev/hsakmt-roct*.deb "$ROCT_PACKAGE_DEB" + fi + fi + + mkdir -p "$ROCT_PACKAGE_RPM" + if [[ "${CPACKGEN:-"DEB;RPM"}" =~ "RPM" ]] ; then + cp -a $ROCT_BUILD_DIR/hsakmt*.rpm "$ROCT_PACKAGE_RPM" + if [ -e "$THUNK_ROOT/hsakmt-dev.txt" ]; then + cp -a $ROCT_BUILD_DIR/hsakmt-roct-dev/hsakmt-roct*.rpm "$ROCT_PACKAGE_RPM" + fi + fi +} + +print_output_directory() { + case ${PKGTYPE} in + ("deb") + echo ${ROCT_PACKAGE_DEB};; + ("rpm") + echo ${ROCT_PACKAGE_RPM};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +verifyEnvSetup + +case $TARGET in + (clean) clean_roct ;; + (build) build_roct ;; + (outdir) print_output_directory ;; + (*) die "Invalid target $TARGET" ;; +esac + +echo "Operation complete" diff --git a/rocm-build/ccache-env-mathlib.sh b/rocm-build/ccache-env-mathlib.sh new file mode 100755 index 000000000..eae60dec3 --- /dev/null +++ b/rocm-build/ccache-env-mathlib.sh @@ -0,0 +1,9 @@ +#!/bin/bash + +# set ccache environment variable for math libraries +if [ "${CCACHE_ENABLED}" == "true" ] && [ -f "${OUT_DIR}"/logs/lightning ]; then + export LAUNCHER_FLAGS="-DCMAKE_CXX_COMPILER_LAUNCHER=/usr/local/bin/ccache -DCMAKE_C_COMPILER_LAUNCHER=/usr/local/bin/ccache" + export CCACHE_IGNOREHEADERS=${ROCM_PATH}/include:${ROCM_PATH}/llvm/include:${ROCM_PATH}/lib/llvm/lib/clang/17/include:${ROCM_PATH}/lib/llvm/include + export CCACHE_COMPILERCHECK=none + export CCACHE_EXTRAFILES=${OUT_DIR}/rocm_compilers_hash_file +fi diff --git a/rocm-build/compute_helper.sh b/rocm-build/compute_helper.sh new file mode 100755 index 000000000..08412ad4c --- /dev/null +++ b/rocm-build/compute_helper.sh @@ -0,0 +1,284 @@ +#!/bin/bash + +# compute_helper.sh is created to add common functions similar to compute_utils.sh in stg1 +# stg2 build scripts can make use of common function +# TODO: Component build scripts can be optimized by adding common function in this file(ex for ASAN, Debugging etc) +# All build scripts should use the common function. + +set -e +set -o pipefail +# Set the LLVM directory path with respect to ROCM_PATH +# LLVM is installed in $ROCM_PATH/lib/llvm +ROCM_LLVMDIR="lib/llvm" +# Set ADDRESS_SANITIZER to OFF by default +export ADDRESS_SANITIZER="OFF" +# Print message to stderr +# param message string to print on exit +# Example: printErr "file not found" +printErr() { + echo "$@" 1>&2 +} + +# Print message to stderr and terminate current program +# param message string to print on exit +# Example: die "Your program" has terminated +die() { + printErr "FATAL: $@" + exit 1 +} + +# Die if first argument is empty +# param string to validate +# param error message +# Example: die "$VARIABLE" "Your program" has terminated +dieIfEmpty() { + if [ "$1" == "" ]; then + shift + die "$@" + fi +} + +# Copy a file or directory to target location and show single line progress +progressCopy() { + if [ -d "$1" ]; then + rsync -a "$1"/* "$2" + else + rsync -a "$1" "$2" + fi +} + +# Get OS identification string +# xargs will remove the trailing whitespaces +getOsVersion() { + lsb_release -d | cut -d: -f2 | xargs +} + +# Get kernel identification string +getKernelVersion() { + uname -r +} + +# Trim excessive whitespace from a string +strTrim() { + echo "$@" | xargs +} + +# Return whether the booted OS is Fedora or not +isFedora() { + grep -iq fedora /etc/os-release +} + +# Return whether the booted system is EFI or not +isEFI() { + [ -d "/sys/firmware/efi" ] +} + +print_lib_type() { + if [ "$1" == "OFF" ]; + then + echo " Building Archive " + else + echo " Building Shared Object " + fi +} + +# Get CMAKE build flags for CMAKE build trigger +set_build_variables() { + local cmake_cxx_flag_params + local cmake_cc_flag_params + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ] ; then + cmake_cxx_flag_params="$ROCM_PATH/llvm/bin/clang++" + cmake_cc_flag_params="$ROCM_PATH/llvm/bin/clang" + cmake_comp_params=( + "-DCMAKE_C_COMPILER=$ROCM_PATH/llvm/bin/clang" + "-DCMAKE_CXX_COMPILER=$ROCM_PATH/llvm/bin/clang++" + ) + else + cmake_cxx_flag_params="$ROCM_PATH/bin/hipcc" + cmake_cc_flag_params="$ROCM_PATH/bin/hipcc" + cmake_comp_params=( + "-DCMAKE_C_COMPILER=$ROCM_PATH/bin/hipcc" + "-DCMAKE_CXX_COMPILER=$ROCM_PATH/bin/hipcc" + ) + fi + + case "$1" in + ("CXX") + printf "%s" "${cmake_cxx_flag_params}" + ;; + ("CC") + printf "%s" "${cmake_cc_flag_params}" + ;; + ("CMAKE_C_CXX") + printf '%s ' "${cmake_comp_params[@]}" + ;; + (*) + exit 1 + ;; + esac + exit +} + +# Get the directory containing the cmake config files +getCmakePath() { + local rocmInstallPath=${ROCM_PATH} + local cmakePath="lib/cmake" + dieIfEmpty "$rocmInstallPath" + echo "$rocmInstallPath/$cmakePath" +} + +# Get the install directory name for libraries +# lib - For normal builds +# lib/asan -For ASAN builds +getInstallLibDir() { + local libDir="lib" + if [ "${ENABLE_ADDRESS_SANITIZER}" == "true" ] ; then + libDir="lib/asan" + fi + echo "$libDir" +} + +# TODO: Use the function to set the LDFLAGS and CXXFLAGS for ASAN +# rather than setting in individual build scripts +set_asan_env_vars() { + # Flag to set cmake build params for ASAN builds + ASAN_CMAKE_PARAMS="true" + export ADDRESS_SANITIZER="ON" + LLVM_BIN_DIR="${ROCM_PATH}/llvm/bin" + export CC="$LLVM_BIN_DIR/clang" + export CXX="$LLVM_BIN_DIR/clang++" + export FC="$LLVM_BIN_DIR/flang" + export PATH="$LLVM_BIN_DIR/:$PATH" + # get exact path to ASAN lib containing clang version + ASAN_LIB_PATH=$(clang --print-file-name=libclang_rt.asan-x86_64.so) + export LD_LIBRARY_PATH="${ASAN_LIB_PATH%/*}${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}" + export ASAN_OPTIONS="detect_leaks=0" +} + +set_address_sanitizer_on() { + export CFLAGS="-fsanitize=address -shared-libasan -g -gz" + export CXXFLAGS="-fsanitize=address -shared-libasan -g -gz" + export LDFLAGS="-Wl,--enable-new-dtags -fuse-ld=lld -fsanitize=address -shared-libasan -g -gz -Wl,--build-id=sha1 -L${ROCM_PATH}/lib/asan" +} + +rebuild_lapack() { + wget -nv -O lapack-3.9.1.tar.gz \ + http://compute-artifactory.amd.com/artifactory/rocm-generic-thirdparty-deps/ubuntu/lapack-v3.9.1.tar.gz + sh -c "echo 'd0085d2caf997ff39299c05d4bacb6f3d27001d25a4cc613d48c1f352b73e7e0 *lapack-3.9.1.tar.gz' | sha256sum -c" + tar xzf lapack-3.9.1.tar.gz --one-top-level=lapack-src --strip-components 1 + rm lapack-3.9.1.tar.gz + + cmake -Slapack-src -Blapack-bld \ + ${LAUNCHER_FLAGS} \ + -DBUILD_TESTING=OFF \ + -DCBLAS=ON \ + -DLAPACKE=OFF + cmake --build lapack-bld -- -j${PROC} + cmake --build lapack-bld -- install + rm -r lapack-src lapack-bld +} + +# debug function #dumping values in case of error to solve the same +print_vars() { +echo " Status of Vars in $1 build " +echo " TARGET= $2 " +echo " BUILD_TYPE = $3 " +echo " SHARED_LIBS = $4 " +echo " CLEAN_OR_OUT = $5 " +echo " PKGTYPE= $6 " +echo " MAKETARGET = $7 " +} + +# Common cmake parameters can be set +# component build scripts can use this function +rocm_common_cmake_params() { + local cmake_params + if [ "${ASAN_CMAKE_PARAMS}" == "true" ] ; then + local ASAN_LIBDIR="lib/asan" + local CMAKE_PATH=$(getCmakePath) + cmake_params=( + "-DCMAKE_PREFIX_PATH=$CMAKE_PATH;${ROCM_PATH}/$ASAN_LIBDIR;$ROCM_PATH/llvm;$ROCM_PATH" + "-DCMAKE_BUILD_TYPE=${BUILD_TYPE:-'RelWithDebInfo'}" + "-DCMAKE_SHARED_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_LIB_RPATH" + "-DCMAKE_EXE_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--rpath,$ROCM_ASAN_EXE_RPATH" + "-DENABLE_ASAN_PACKAGING=true" + ) + else + cmake_params=( + "-DCMAKE_PREFIX_PATH=${ROCM_PATH}/llvm;${ROCM_PATH}" + "-DCMAKE_BUILD_TYPE=${BUILD_TYPE:-'Release'}" + "-DCMAKE_SHARED_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--rpath,$ROCM_LIB_RPATH" + "-DCMAKE_EXE_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--rpath,$ROCM_EXE_RPATH" + ) + fi + printf '%s ' "${cmake_params[@]}" + + local common_cmake_params + common_cmake_params=( + "-DCMAKE_VERBOSE_MAKEFILE=1" + "-DCMAKE_INSTALL_RPATH_USE_LINK_PATH=FALSE" + "-DCMAKE_INSTALL_PREFIX=${ROCM_PATH}" + "-DCMAKE_PACKAGING_INSTALL_PREFIX=${ROCM_PATH}" + "-DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF" + "-DROCM_SYMLINK_LIBS=OFF" + "-DCPACK_PACKAGING_INSTALL_PREFIX=${ROCM_PATH}" + "-DROCM_DISABLE_LDCONFIG=ON" + "-DROCM_PATH=${ROCM_PATH}" + ) + printf '%s ' "${common_cmake_params[@]}" +} + +# Setup a number of variables to specify where to find the source +# where to do the build and where to put the packages +# Note the PACKAGE_DIR downcases the package name +# This could be extended to do different things based on $1 +set_component_src(){ + COMPONENT_SRC="$LIBS_WORK_DIR/$1" + + BUILD_DIR="$OUT_DIR/build/$1" + DEB_PATH="$OUT_DIR/${PKGTYPE}/${1,,}" + RPM_PATH="$OUT_DIR/${PKGTYPE}/${1,,}" + PACKAGE_DIR="$OUT_DIR/${PKGTYPE}/${1,,}" +} + +# Standard definition of function to print the package location. If +# for some reason a custom version is needed then it can overwrite +# this definition +# TODO: Don't use a global PKGTYPE, pass the value in as a parameter +print_output_directory() { + case ${1:-$PKGTYPE} in + ("deb") + echo ${DEB_PATH};; + ("rpm") + echo ${RPM_PATH};; + (*) + echo "Invalid package type \"${PKGTYPE}\" provided for -o" >&2; exit 1;; + esac + exit +} + +# Standard argument processing +# Here to avoid repetition +TARGET="build" # default target +stage2_command_args(){ + while [ "$1" != "" ]; + do + case $1 in + -o | --outdir ) + shift 1; PKGTYPE=$1 ; TARGET="outdir" ;; + -c | --clean ) + TARGET="clean" ;; + *) + break ;; + esac + shift 1 + done +} + +show_build_cache_stats(){ + if [ "$CCACHE_ENABLED" = "true" ] ; then + if ! ccache -s ; then + echo "Unable to display ccache stats" + fi + fi +} diff --git a/rocm-build/compute_utils.sh b/rocm-build/compute_utils.sh new file mode 100755 index 000000000..5687d1864 --- /dev/null +++ b/rocm-build/compute_utils.sh @@ -0,0 +1,372 @@ +#!/bin/bash + +: <<'END_COMMENT' + This script retains only those functions from the original compute_utils.sh + that the ROCm build scripts utilize. +END_COMMENT + +set -e +set -o pipefail + + +# Set a sensible default value for DASH_JAY in case none is provided +DASH_JAY=${DASH_JAY:-"-j $(nproc)"} + +# Enable ccache by default unless requested otherwhise +if [[ "$ROCM_USE_CCACHE" != "0" ]] ; then + for d in /usr/lib/ccache /usr/lib64/ccache ;do + if [ -d "$d" ]; then + PATH="$d:$PATH" + break # Only add one ccache at most + fi + done +fi + +# Print message to stderr +# param message string to print on exit +# Example: printErr "file not found" +printErr() { + echo "$@" 1>&2 +} + +# Print message to stderr and terminate current program +# param message string to print on exit +# Example: die "Your program" has terminated +die() { + printErr "FATAL: $@" + exit 1 +} + +# Die if first argument is empty +# param string to validate +# param error message +# Example: die "$VARIABLE" "Your program" has terminated +dieIfEmpty() { + if [ "$1" == "" ]; then + shift + die "$@" + fi +} + +# Get directory with build output package +# Precedence: +# 1. PWD +# 2. Caller's folder +# 3. Known build output folder +getPackageRoot() { + local scriptPath=$(readlink -f $(dirname $BASH_SOURCE)) + local testFile="build.version" + + if [ -a "$PWD/$testFile" ]; then + echo "$PWD" + elif [ -a "$scriptPath/../$testFile" ]; then + echo "$scriptPath/.." + elif [ -a "$scriptPath/$testFile" ]; then + echo "$scriptPath" + elif [ ! -z "$OUT_DIR" ]; then + echo "$OUT_DIR" + else + die "Failed to determine package directory" + fi +} + +# Get a list of directories containing the build output +# shared objects. +# Important: PWD takes precedence over build output folder +getLibPath() { + local packageRoot="$(getPackageRoot)" + dieIfEmpty "$packageRoot" + echo "$packageRoot/lib" +} + +# Get a list of directories containing the output executables +# param binDir (optional) - package name +# Important: PWD takes precedence over build output folder +getBinPath() { + local binDir="$1" + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + + if [ "$binDir" == "" ]; then + echo "$packageRoot/bin" + else + echo "$packageRoot/bin/$binDir" + fi +} + +# Get a list of directories containing the output source files +# Important: PWD takes precedence over build output folder +getSrcPath() { + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + echo "$packageRoot/src" +} + +# Get a list of directories to place build output +# param moduleName - name of the module for the build path +# Important: PWD takes precedence over build output folder +getBuildPath() { + local moduleName="$1" + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + echo "$packageRoot/build/$moduleName" +} + +# Get a list of directories containing the output etc files +# Important: PWD takes precedence over build output folder +getUtilsPath() { + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + echo "$packageRoot/utils" +} + +# Get a list of directories containing the output include files +# Important: PWD takes precedence over build output folder +getIncludePath() { + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + echo "$packageRoot/include" +} + +# Get the directory containing the cmake config files +getCmakePath() { + local rocmInstallPath=${ROCM_INSTALL_PATH} + local cmakePath="lib/cmake" + if [ "$ASAN_CMAKE_PARAMS" == "true" ] ; then + cmakePath="lib/asan/cmake" + fi + dieIfEmpty "$rocmInstallPath" + echo "$rocmInstallPath/$cmakePath" +} + +# Get a list of directories containing the output debian files +# Important: PWD takes precedence over build output folder +getDebPath() { + local packageName="$1" + dieIfEmpty "$packageName" "No valid package name specified" + + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + + echo "$packageRoot/deb/$packageName" +} + +# Get a list of directories containing the output rpm files +# Important: PWD takes precedence over build output folder +getRpmPath() { + local packageName="$1" + dieIfEmpty "$packageName" "No valid package name specified" + + local packageRoot=$(getPackageRoot) + dieIfEmpty "$packageRoot" + + echo "$packageRoot/rpm/$packageName" +} + + + +verifyEnvSetup() { + if [ -z "$OUT_DIR" ]; then + die "Please source build/envsetup.sh first." + fi +} + +# Copy a file or directory to target location and show single line progress +progressCopy() { + if [ -d "$1" ]; then + rsync -a "$1"/* "$2" + else + rsync -a "$1" "$2" + fi +} + + +#following three common functions have been written to addition of static libraries +print_lib_type() { + if [ "$1" == "OFF" ]; + then + echo " Building Archive " + else + echo " Building Shared Object " + fi +} + +check_conflicting_options() { + # 1->CLEAN_OR_OUT 2->PKGTYPE 3->MAKETARGET + RET_CONFLICT=0 + if [ $1 -ge 2 ]; then + if [ "$2" != "deb" ] && [ "$2" != "rpm" ] && [ "$2" != "tar" ]; then + echo " Wrong Param Passed for Package Type for the Outdir... " + RET_CONFLICT=30 + fi + fi + # check Clean Vs Outdir + if [ $1 -ge 3 ] && [ $RET_CONFLICT -eq 0 ] ; then + echo " Clean & Out Both are sepcified. Not accepted. Bailing .. " + RET_CONFLICT=40 + fi + if [ $RET_CONFLICT -eq 0 ] && [ "$3" != "deb" ] && [ "$3" != "rpm" ] && [ "$3" != "all" ] && [ "$3" != "tar" ]; then + echo " Wrong Param Passed for Package Type... " + RET_CONFLICT=50 + fi +} + +set_asan_env_vars() { + # Flag to set cmake build params for ASAN builds + ASAN_CMAKE_PARAMS="true" + # Pass the LLVM bin path as the first parameter + LLVM_BIN_DIR=${1:-"${ROCM_INSTALL_PATH}/llvm/bin"} + export CC="$LLVM_BIN_DIR/clang" + export CXX="$LLVM_BIN_DIR/clang++" + export PATH="$PATH:$LLVM_BIN_DIR/" + # get exact path to ASAN lib containing clang version + ASAN_LIB_PATH=$(clang --print-file-name=libclang_rt.asan-x86_64.so) + export LD_LIBRARY_PATH="${ASAN_LIB_PATH%/*}${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}" + export ASAN_OPTIONS="detect_leaks=0" +} + +set_address_sanitizer_on() { + # In SLES and RHEL debuginfo package is not getting generated + # when compiler is set to clang. Using default -gdwarf-5 is getting unhandled in these distros + # So setting -gdwarf-4 as a quick fix + # TODO: -gdwarf-5 unhandling when compiler set to clang need to be fixed + SET_DWARF_VERSION_4="" + if [[ $DISTRO_ID == sles* ]] || [[ $DISTRO_ID == rhel* ]]; then + SET_DWARF_VERSION_4="-gdwarf-4" + fi + export CFLAGS="-fsanitize=address -shared-libasan -g $SET_DWARF_VERSION_4" + export CXXFLAGS="-fsanitize=address -shared-libasan -g $SET_DWARF_VERSION_4" + export LDFLAGS="-Wl,--enable-new-dtags -fuse-ld=lld -fsanitize=address -shared-libasan -g -Wl,--build-id=sha1 -L$ROCM_INSTALL_PATH/lib/asan" +} + +ack_and_ignore_asan() { + echo "-a parameter accepted but ignored" +} + +#debug function #dumping values in case of error to solve the same +print_vars() { +echo " Status of Vars in $1 build " +echo " TARGET= $2 " +echo " BUILD_TYPE = $3 " +echo " SHARED_LIBS = $4 " +echo " CLEAN_OR_OUT = $5 " +echo " PKGTYPE= $6 " +echo " MAKETARGET = $7 " +} + +# Provide this as a function, rather than a variable to delay the evaluation +# of variables. In particular we might want to put code in here which changes +# depending on if we are building with the address sanitizer or not +# Can do things like set the packaging type - no point in packaging RPM on debian and +# vica versa. +# Set CPACK_RPM_INSTALL_WITH_EXEC so it packages debug info for shared libraries. +rocm_common_cmake_params(){ + if [ "$BUILD_TYPE" = "RelWithDebInfo" ] ; then + printf '%s ' "-DCPACK_RPM_DEBUGINFO_PACKAGE=TRUE" \ + "-DCPACK_DEBIAN_DEBUGINFO_PACKAGE=TRUE" \ + "-DCPACK_RPM_INSTALL_WITH_EXEC=TRUE" \ + # end of list comment or blank line + fi + printf '%s ' "-DROCM_DEP_ROCMCORE=ON" \ + "-DCMAKE_EXE_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--build-id=sha1,--rpath,$ROCM_EXE_RPATH" \ + "-DCMAKE_SHARED_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--build-id=sha1,--rpath,$ROCM_LIB_RPATH" \ + "-DFILE_REORG_BACKWARD_COMPATIBILITY=OFF" \ + "-DINCLUDE_PATH_COMPATIBILITY=OFF" \ + # set lib directory to lib/asan for ASAN builds + # Disable file reorg backward compatibilty for ASAN builds + # ENABLE_ASAN_PACKAGING - Used for enabling ASAN packaging + if [ "$ASAN_CMAKE_PARAMS" == "true" ] ; then + local asan_common_cmake_params + local ASAN_LIBDIR="lib/asan" + local CMAKE_PATH=$(getCmakePath) + asan_common_cmake_params=( + "-DCMAKE_INSTALL_LIBDIR=$ASAN_LIBDIR" + "-DCMAKE_PREFIX_PATH=$CMAKE_PATH;${ROCM_INSTALL_PATH}/$ASAN_LIBDIR;$ROCM_INSTALL_PATH/llvm;$ROCM_INSTALL_PATH" + "-DENABLE_ASAN_PACKAGING=$ASAN_CMAKE_PARAMS" + "-DCMAKE_SHARED_LINKER_FLAGS_INIT=-Wl,--enable-new-dtags,--build-id=sha1,--rpath,$ROCM_ASAN_LIB_RPATH" + ) + printf '%s ' "${asan_common_cmake_params[@]}" + else + printf '%s ' "-DCMAKE_INSTALL_LIBDIR=lib" \ + # end of list comment or blank line + fi +} + +rocm_cmake_params() { + local cmake_params + + cmake_params=( + "-DCMAKE_PREFIX_PATH=${ROCM_INSTALL_PATH}/llvm;${ROCM_INSTALL_PATH}" + "-DCMAKE_BUILD_TYPE=${BUILD_TYPE:-'RelWithDebInfo'}" + "-DCMAKE_VERBOSE_MAKEFILE=1" + "-DCPACK_GENERATOR=${CPACKGEN:-'DEB;RPM'}" + "-DCMAKE_INSTALL_RPATH_USE_LINK_PATH=FALSE" + "-DROCM_PATCH_VERSION=${ROCM_LIBPATCH_VERSION}" + "-DCMAKE_INSTALL_PREFIX=${ROCM_INSTALL_PATH}" + "-DCPACK_PACKAGING_INSTALL_PREFIX=${ROCM_INSTALL_PATH}" + ) + + printf '%s ' "${cmake_params[@]}" +} + +copy_if(){ + local type=$1 selector=$2 dir=$3 + shift 3 + mkdir -p "$dir" + if [[ "$selector" =~ "$type" ]] ; then + cp -a "$@" "$dir" + fi + # handle ddeb files as well, renaming them on the way + for f + do + case "$f" in + # Properly formed debian package name is a number of _ separated fields + # The first is the package name. + # Second is version number + # third is architecture + # Ensure we have at least one _ in the name + (*"_"*".deb") + local deb=${f%.deb} + local basename=${deb##*/} + local dirname=${f%/*} + # filename($f) can be either /some/path/pkgname.deb or pkgname.deb + # If its pkgname.deb, then directory should be . + [[ "$dirname" == "$f" ]] && dirname=. + local pkgname=${basename%%_*} + local pkgextra=${basename#*_} + # cmake 3.22 creates the filename by replacing .deb with -dbgsym.ddeb + # at least for hostcall. Mind you hostcall looks to be incorrectly packaged. + if [ -e "${deb}-dbgsym.ddeb" ] + then + dest=${deb##*/} + dest="${dest%%_*}-dbgsym_${dest#*_}" + cp -a "${deb}-dbgsym.ddeb" "$dir/${dest##*/}.deb" + fi + # This is needed for comgr + if [ -e "$dirname/${pkgname}-dbgsym_${pkgextra}.ddeb" ] + then + cp "$dirname/${pkgname}-dbgsym_${pkgextra}.ddeb" "$dir/${pkgname}-dbgsym_${pkgextra}.deb" + fi + ;; + esac + done +} + + +# Function to remove -r or -R from MAKEFLAGS +remove_make_r_flags(){ + local firstword='^[^ ]*' + if [[ "$MAKEFLAGS" =~ ${firstword}r ]] ; then MAKEFLAGS=${MAKEFLAGS/r/} ; fi + if [[ "$MAKEFLAGS" =~ ${firstword}R ]] ; then MAKEFLAGS=${MAKEFLAGS/R/} ; fi +} + +# Set a variable to the value needed by cmake to use ninja if it is available +# If GEN_NINJA is already defined, even as the empty string, then leave the value alone +# Intended use in build_xxxx.sh is ${GEN_NINJA:+"$GEN_NINJA"} to cope with potentially weird values +# but in practice just ${GEN_NINJA} without quotes will be fine. +# e.g. cmake -DCMAKE_BUILD_TYPE="$BUILD_TYPE" $GEN_NINJA +# If for some reason you wanted to build without ninja just export an empty GEN_NINJA variable +if [ "${GEN_NINJA+defined}" != "defined" ] && command -v ninja >/dev/null ; then + GEN_NINJA=-GNinja +fi + diff --git a/rocm-build/docker/ubuntu20/Dockerfile b/rocm-build/docker/ubuntu20/Dockerfile new file mode 100644 index 000000000..125f1f134 --- /dev/null +++ b/rocm-build/docker/ubuntu20/Dockerfile @@ -0,0 +1,7 @@ +FROM ubuntu:focal as builder +COPY packages /tmp/packages +COPY install-prerequisites.sh /tmp/install-prerequisites.sh +ENV KBUILD_PKG_ROOTCMD= +ENV RPP_DEPS_LOCATION=/usr/local/rpp-deps +RUN /tmp/install-prerequisites.sh +WORKDIR /src diff --git a/rocm-build/docker/ubuntu20/README.md b/rocm-build/docker/ubuntu20/README.md new file mode 100644 index 000000000..a6afb0bc2 --- /dev/null +++ b/rocm-build/docker/ubuntu20/README.md @@ -0,0 +1,20 @@ +## Steps to build the Docker Image +1. Clone this repositry + ```bash + git clone -b roc-6.1.x https://github.com/ROCm/ROCm.git + ``` +2. Go into the OS specific docker directory in build-infra + ```bash + cd ROCm/rocm-build/docker/ubuntu20 + ``` + +3. Build the Docker image + ```bash + docker build -t . + ``` + replace the `` with the new Docker image Name of your choice, +5. After successful build, verify your \ in the list all available docker images. + ```bash + docker images + ``` + diff --git a/rocm-build/docker/ubuntu20/install-prerequisites.sh b/rocm-build/docker/ubuntu20/install-prerequisites.sh new file mode 100755 index 000000000..0c73e06b1 --- /dev/null +++ b/rocm-build/docker/ubuntu20/install-prerequisites.sh @@ -0,0 +1,217 @@ +#! /usr/bin/bash + +set -ex + + +apt-get update +DEBIAN_FRONTEND=noninteractive DEBCONF_NONINTERACTIVE_SEEN=true apt-get install --no-install-recommends -y $(grep -v '^#' /tmp/packages) +apt-get clean +rm -rf /var/cache/apt/ /var/lib/apt/lists/* /etc/apt/apt.conf.d/01proxy + +#Install git 2.17.1 version +curl -o git.tar.gz https://cdn.kernel.org/pub/software/scm/git/git-2.17.1.tar.gz +tar -zxf git.tar.gz +cd git-* +make prefix=/usr/local all +make prefix=/usr/local install +git --version + +#install argparse and CppHeaderParser python modules for roctracer and rocprofiler +# CppHeader needs setuptools. setuptools needs wheel. +pip3 install --no-cache-dir setuptools wheel tox +pip3 install --no-cache-dir CppHeaderParser argparse requests lxml barectf recommonmark jinja2==3.0.0 websockets matplotlib numpy scipy minimal msgpack pytest sphinx joblib cmake==3.25.2 pandas myst-parser + +# Allow sudo for everyone user +echo 'ALL ALL=(ALL) NOPASSWD:ALL' > /etc/sudoers.d/everyone + +# Install OCaml packages to build LLVM's OCaml bindings to be used in lightning compiler test pipeline +wget -nv https://sourceforge.net/projects/opam.mirror/files/2.1.4/opam-2.1.4-x86_64-linux -O /usr/local/bin/opam +chmod +x /usr/local/bin/opam +opam init --yes --disable-sandboxing +opam install ctypes --yes + +# Install and modify git-repo (#!/usr/bin/env python -> #!/usr/bin/env python3) +curl https://storage.googleapis.com/git-repo-downloads/repo > /usr/bin/repo +chmod a+x /usr/bin/repo + +# Build a newer version of doxygen because of issue 6456 +#Install doxygen 1.8.11 for dbgapi +mkdir /tmp/doxygen +cd /tmp/doxygen +curl -LO https://sourceforge.net/projects/doxygen/files/rel-1.8.18/doxygen-1.8.18.src.tar.gz +tar xzf doxygen-1.8.18.src.tar.gz +cd doxygen-1.8.18 +mkdir -p build +cd build +cmake -G "Unix Makefiles" -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=/usr/local -Wno-dev .. +make -j install +cd ../.. +rm -rf /tmp/doxygen + +# Build ccache from the source +cd /tmp +git clone https://github.com/ccache/ccache -b v4.7.5 +cd ccache +mkdir build +cd build +cmake -DCMAKE_BUILD_TYPE=Release .. +make +make install +cd /tmp +rm -rf ccache + +# Install sharp from MLNX_OFED_LINUX as dependency for rccl-rdma-sharp-plugins +cd /var/tmp +mkdir mlnx +wget -O mlnx/tar.tgz https://content.mellanox.com/ofed/MLNX_OFED-5.2-1.0.4.0/MLNX_OFED_LINUX-5.2-1.0.4.0-ubuntu20.04-x86_64.tgz +tar -xz -C mlnx -f mlnx/tar.tgz +apt-key add mlnx/*/RPM-GPG-KEY-Mellanox +echo "deb [arch=amd64] file:$(echo $PWD/mlnx/*/DEBS) ./" > /etc/apt/sources.list.d/sharp.list +apt update +apt install -y sharp +apt clean +rm -rf /var/cache/apt/ /var/lib/apt/lists/* mlnx /etc/apt/sources.list.d/sharp.list + +#Install older version of hwloc-devel package for rocrtst +curl -lO https://download.open-mpi.org/release/hwloc/v1.11/hwloc-1.11.13.tar.bz2 +tar -xvf hwloc-1.11.13.tar.bz2 +cd hwloc-1.11.13 +./configure +make +make install +cp /usr/local/lib/libhwloc.so.5 /usr/lib +hwloc-info --version + +## Install googletest from source +mkdir -p /tmp/gtest +cd /tmp/gtest +wget https://github.com/google/googletest/archive/refs/tags/v1.14.0.zip -O googletest.zip +unzip googletest.zip +cd googletest-1.14.0/ +mkdir build +cd build +cmake .. +make -j$(nproc) +make install +rm -rf /tmp/gtest + +## Install gRPC from source +## RDC Pre-requisites +GRPC_ARCHIVE=grpc-1.61.0.tar.gz +mkdir /tmp/grpc +mkdir /usr/grpc +cd /tmp +git clone --recurse-submodules -b v1.61.0 https://github.com/grpc/grpc +cd grpc +mkdir -p cmake/build +cd cmake/build +cmake -DgRPC_INSTALL=ON -DBUILD_SHARED_LIBS=ON -DgRPC_BUILD_TESTS=OFF -DCMAKE_INSTALL_PREFIX=/usr/grpc -DCMAKE_CXX_STANDARD=14 ../.. +make -j$(nproc) +make install +cd / +rm -rf /tmp/grpc + +## Download prebuilt AMD multithreaded blis (2.0) +## Reference : https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/install.sh#L403 +mkdir -p /tmp/blis +cd /tmp/blis +wget -O - https://github.com/amd/blis/releases/download/2.0/aocl-blis-mt-ubuntu-2.0.tar.gz | tar xfz - +mv amd-blis-mt /usr/blis +cd / +rm -rf /tmp/blis + +## Download aocl-linux-aocc-4.0_1_amd64.deb +mkdir -p /tmp/aocl +cd /tmp/aocl +wget -nv https://download.amd.com/developer/eula/aocl/aocl-4-0/aocl-linux-aocc-4.0_1_amd64.deb +apt install ./aocl-linux-aocc-4.0_1_amd64.deb +rm -rf /tmp/aocl + +## lapack(3.9.1v) +## Reference https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/install.sh#L174 +lapack_version=3.9.1 +lapack_srcdir=lapack-$lapack_version +lapack_blddir=lapack-$lapack_version-bld +mkdir -p /tmp/lapack +cd /tmp/lapack +mkdir -p /tmp/lapack +cd /tmp/lapack +rm -rf "$lapack_srcdir" "$lapack_blddir" +wget -O - https://github.com/Reference-LAPACK/lapack/archive/refs/tags/v3.9.1.tar.gz | tar xzf - +cmake -H$lapack_srcdir -B$lapack_blddir -DCMAKE_BUILD_TYPE=Release -DCMAKE_Fortran_FLAGS=-fno-optimize-sibling-calls -DBUILD_TESTING=OFF -DCBLAS=ON -DLAPACKE=OFF +make -j$(nproc) -C "$lapack_blddir" +make -C "$lapack_blddir" install +cd $lapack_blddir +cp -r ./include/* /usr/local/include/ +cp -r ./lib/* /usr/local/lib +cd / +rm -rf /tmp/lapack + +## FMT(7.1.3v) +## Reference https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/install.sh#L152 +fmt_version=7.1.3 +fmt_srcdir=fmt-$fmt_version +fmt_blddir=fmt-$fmt_version-bld +rm -rf "$fmt_srcdir" "$fmt_blddir" +wget -O - https://github.com/fmtlib/fmt/archive/refs/tags/$fmt_version.tar.gz | tar xzf - +cmake -H$fmt_srcdir -B$fmt_blddir -DCMAKE_BUILD_TYPE=Release -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DCMAKE_CXX_STANDARD=17 -DCMAKE_CXX_EXTENSIONS=OFF -DCMAKE_CXX_STANDARD_REQUIRED=ON -DFMT_DOC=OFF -DFMT_TEST=OFF +make -j$(nproc) -C "$fmt_blddir" +make -C "$fmt_blddir" install + +# Build and install libjpeg-turbo +mkdir -p /tmp/libjpeg-turbo +cd /tmp/libjpeg-turbo +wget -nv https://github.com/rrawther/libjpeg-turbo/archive/refs/heads/2.0.6.2.zip -O libjpeg-turbo-2.0.6.2.zip +unzip libjpeg-turbo-2.0.6.2.zip +cd libjpeg-turbo-2.0.6.2 +mkdir build +cd build +cmake -DCMAKE_INSTALL_PREFIX=/usr -DCMAKE_BUILD_TYPE=RELEASE -DENABLE_STATIC=FALSE -DCMAKE_INSTALL_DEFAULT_LIBDIR=lib .. +make -j$(nproc) install +rm -rf /tmp/libjpeg-turbo + +# Get released ninja from source +mkdir -p /tmp/ninja +cd /tmp/ninja +wget -nv https://codeload.github.com/Kitware/ninja/zip/refs/tags/v1.11.1.g95dee.kitware.jobserver-1 -O ninja.zip +unzip ninja.zip +cd ninja-1.11.1.g95dee.kitware.jobserver-1 +./configure.py --bootstrap +cp ninja /usr/local/bin/ +rm -rf /tmp/ninja + +# Install pre-built FFmpeg and dependencies +# See docker/build-deps for instructions on how to build these packages +wget -qO- https://www.ffmpeg.org/releases/ffmpeg-4.4.2.tar.gz | tar -xzv -C /usr/local + +command -v lbzip2 +ln -sf $(command -v lbzip2) /usr/local/bin/compressor || ln -sf $(command -v bzip2) /usr/local/bin/compressor + +# Install Google Benchmark +mkdir -p /tmp/Gbenchmark +cd /tmp/Gbenchmark +wget -qO- https://github.com/google/benchmark/archive/refs/tags/v1.6.1.tar.gz | tar xz +cmake -Sbenchmark-1.6.1 -Bbuild -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=OFF -DBENCHMARK_ENABLE_TESTING=OFF -DCMAKE_CXX_STANDARD=14 +make -j -C build +cd /tmp/Gbenchmark/build +make install + +# Build boost-1.82.0 from source for RPP +# Installing in a non-standard location since the test packages of hipFFT and rocFFT pick up the version of +# the installed Boost library and declare a package dependency on that specific version of Boost. +# For example, if this was installed in the standard location it would declare a dependency on libboost-dev(el)1.82.0 +# which is not available as a package in any distro. +# Once this is fixed, we can remove the Boost package from the requirements list and install this +# in the standard location +# export RPP_DEPS_LOCATION=/usr/local/rpp-deps +mkdir -p /tmp/boost-1.82.0 +cd /tmp/boost-1.82.0 +wget -nv https://sourceforge.net/projects/boost/files/boost/1.82.0/boost_1_82_0.tar.bz2 -O ./boost_1_82_0.tar.bz2 +tar -xf boost_1_82_0.tar.bz2 --use-compress-program="/usr/local/bin/compressor" +cd boost_1_82_0 +./bootstrap.sh --prefix=${RPP_DEPS_LOCATION} --with-python=python3 +./b2 stage -j$(nproc) threading=multi link=shared cxxflags="-std=c++11" +./b2 install threading=multi link=shared --with-system --with-filesystem +./b2 stage -j$(nproc) threading=multi link=static cxxflags="-std=c++11 -fpic" cflags="-fpic" +./b2 install threading=multi link=static --with-system --with-filesystem +rm -rf /tmp/boost-1.82.0 diff --git a/rocm-build/docker/ubuntu20/packages b/rocm-build/docker/ubuntu20/packages new file mode 100644 index 000000000..bdcc0d3e3 --- /dev/null +++ b/rocm-build/docker/ubuntu20/packages @@ -0,0 +1,137 @@ +# List of packages needed for stage1 build +apt-utils +aria2 +autoconf +automake +bc +bison +bridge-utils +build-essential +bzip2 +check +chrpath +cifs-utils +cpio +curl +devscripts +dkms +dos2unix +fakeroot +flex +freeglut3-dev +g++ +g++-multilib +# gawk is needed for aomp +gawk +gcc +gcc-multilib +gfortran +git-lfs +gnupg +graphviz +kernel-wedge +lbzip2 +# less is needed by repo +less +libass-dev +libatlas-base-dev +libbabeltrace-ctf-dev +libbabeltrace-dev +libboost-all-dev +libboost-dev +libboost-filesystem-dev +libboost-program-options-dev +libboost-system-dev +libbz2-dev +libc++-dev +libc++1 +libc++abi-dev +libc++abi1 +libc6-dev-i386 +libcap-dev +libcurl4-openssl-dev +libdrm-dev +libdw-dev +libdw1 +libdwarf-dev +libelf-dev +libelf1 +libexpat1-dev +libfftw3-dev +libfile-find-rule-perl +libgflags-dev +libglew-dev +libgmp-dev +libgoogle-glog-dev +libgtk2.0-dev +libhdf5-serial-dev +libjpeg-dev +libleveldb-dev +liblmdb-dev +liblzma-dev +libmpfr-dev +libmpich-dev +libmsgpack-dev +libncurses5-dev +libnuma-dev +libomp-dev +libopenblas-base +libopenblas-dev +libpci-dev +libpci3 +libpciaccess-dev +libpciaccess0 +libprotobuf-dev +libpython2.7-dev +libpython3-dev +libreadline-dev +libsnappy-dev +libssl-dev +libsuitesparse-dev +libsystemd-dev +libtinfo-dev +libtool +libunwind-dev +liburi-encode-perl +libva-dev +libvirt-clients +libvirt-daemon-system +libyaml-cpp-dev +llvm +llvm-6.0-dev +llvm-dev +llvm-runtime +mesa-common-dev +mpich +ocaml +ocaml-findlib +patchelf +pigz +pkg-config +protobuf-compiler +python-is-python3 +python-pip-whl +python-yaml +python3-dev +python3-pip +python3-venv +python3-yaml +python3.8-dev +re2c +redis-tools +rpm +rsync +ssh +strace +sudo +systemtap-sdt-dev +texinfo +texlive +texlive-extra-utils +texlive-plain-generic +texlive-xetex +unzip +vim +wget +xsltproc +zlib1g-dev diff --git a/rocm-build/docker/ubuntu22/Dockerfile b/rocm-build/docker/ubuntu22/Dockerfile new file mode 100644 index 000000000..45a602f74 --- /dev/null +++ b/rocm-build/docker/ubuntu22/Dockerfile @@ -0,0 +1,9 @@ +FROM ubuntu:jammy as builder +COPY packages /tmp/packages +COPY local-pin-600 /tmp/local-pin-600 +COPY install-prerequisities.sh /tmp/install-prerequisities.sh +RUN chmod +x /tmp/install-prerequisities.sh +ENV KBUILD_PKG_ROOTCMD= +ENV RPP_DEPS_LOCATION=/usr/local/rpp-deps +RUN /tmp/install-prerequisities.sh +WORKDIR /src diff --git a/rocm-build/docker/ubuntu22/README.md b/rocm-build/docker/ubuntu22/README.md new file mode 100644 index 000000000..6dc60c845 --- /dev/null +++ b/rocm-build/docker/ubuntu22/README.md @@ -0,0 +1,18 @@ +## Steps to build the Docker Image +1. Clone this repositry + ```bash + git clone -b roc-6.1.x https://github.com/ROCm/ROCm.git + ``` +2. Go into the OS specific docker directory in build-infra + ```bash + cd ROCm/rocm-build/docker/ubuntu22 + ``` +3. Build the docker image + ```bash + docker build -t . + ``` + replace the `` with the new Docker image Name of your choice, +4. After successful build, verify your \ in the list all available docker images. + ```bash + docker images + ``` diff --git a/rocm-build/docker/ubuntu22/install-prerequisities.sh b/rocm-build/docker/ubuntu22/install-prerequisities.sh new file mode 100644 index 000000000..3ea039bc4 --- /dev/null +++ b/rocm-build/docker/ubuntu22/install-prerequisities.sh @@ -0,0 +1,232 @@ +#! /usr/bin/bash + +set -ex + +apt-get -y update +DEBIAN_FRONTEND=noninteractive DEBCONF_NONINTERACTIVE_SEEN=true apt-get install --no-install-recommends -y $(sed 's/#.*//' /tmp/packages) +apt-get clean +rm -rf /var/cache/apt/ /var/lib/apt/lists/* /etc/apt/apt.conf.d/01proxy + +#Install 2.17.1 version of git as we are seeing issues with 2.25 , where it was not allowing to add git submodules if the user is different for parent git directory +curl -o git.tar.gz https://cdn.kernel.org/pub/software/scm/git/git-2.17.1.tar.gz +tar -zxf git.tar.gz +cd git-* +make prefix=/usr/local all +make prefix=/usr/local install +git --version + +#install argparse and CppHeaderParser python modules for roctracer and rocprofiler +#install rocm-docs-core for the docs-as-code project. Only needed on one OS +# CppHeader needs setuptools. setuptools needs wheel. +# Looks like I need them as seperate commands +# Sigh, install both python2 and python 3 version +pip3 install --no-cache-dir setuptools wheel tox +pip3 install --no-cache-dir CppHeaderParser argparse requests lxml barectf recommonmark jinja2==3.0.0 websockets matplotlib numpy scipy minimal msgpack pytest sphinx joblib PyYAML rocm-docs-core cmake==3.25.2 pandas myst-parser + +# Allow sudo for everyone user +echo 'ALL ALL=(ALL) NOPASSWD:ALL' > /etc/sudoers.d/everyone + +# Install OCaml packages to build LLVM's OCaml bindings to be used in lightning compiler test pipeline +wget -nv https://sourceforge.net/projects/opam.mirror/files/2.1.4/opam-2.1.4-x86_64-linux -O /usr/local/bin/opam +chmod +x /usr/local/bin/opam +opam init --yes --disable-sandboxing +opam install ctypes --yes + +# Install and modify git-repo (#!/usr/bin/env python -> #!/usr/bin/env python3) +curl https://storage.googleapis.com/git-repo-downloads/repo > /usr/bin/repo +chmod a+x /usr/bin/repo + +# Build ccache from the source +cd /tmp +git clone https://github.com/ccache/ccache -b v4.7.5 +cd ccache +mkdir build +cd build +cmake -DCMAKE_BUILD_TYPE=Release .. +make +make install +cd /tmp +rm -rf ccache + +# Install sharp from MLNX_OFED_LINUX as dependency for rccl-rdma-sharp-plugins +cd /var/tmp +mkdir mlnx +wget -O mlnx/tar.tgz https://content.mellanox.com/ofed/MLNX_OFED-24.01-0.3.3.1/MLNX_OFED_LINUX-24.01-0.3.3.1-ubuntu22.04-x86_64.tgz +tar -xz -C mlnx -f mlnx/tar.tgz +apt-key add mlnx/*/RPM-GPG-KEY-Mellanox +echo "deb [arch=amd64] file:$(echo $PWD/mlnx/*/DEBS) ./" > /etc/apt/sources.list.d/sharp.list +apt update +apt install -y sharp +apt clean +rm -rf /var/cache/apt/ /var/lib/apt/lists/* mlnx /etc/apt/sources.list.d/sharp.list + + +apt update +apt -y install libunwind-dev +apt -y install libgoogle-glog-dev + +# Install python3.8 from source +curl -LO https://www.python.org/ftp/python/3.8.13/Python-3.8.13.tar.xz +tar -xvf Python-3.8.13.tar.xz +pwd +ls /var/tmp/ +ls Python-3.8.13 +mv Python-3.8.13 /opt/ +apt install build-essential zlib1g-dev libncurses5-dev libgdbm-dev libnss3-dev libssl-dev libsqlite3-dev libreadline-dev libffi-dev curl libbz2-dev pkg-config make -y +cd /opt/Python-3.8.13/ +./configure --enable-optimizations --enable-shared +make +make -j 6 +make altinstall +ldconfig /opt/Python3.8.13 +python3.8 --version + +# roctracer and rocprofiler needs this python3.8 +python3.8 -m pip install setuptools wheel +python3.8 -m pip install CppHeaderParser argparse requests lxml PyYAML joblib + +#Install older version of hwloc-devel package for rocrtst +curl -lO https://download.open-mpi.org/release/hwloc/v1.11/hwloc-1.11.13.tar.bz2 +tar -xvf hwloc-1.11.13.tar.bz2 +cd hwloc-1.11.13 +./configure +make +make install +cp /usr/local/lib/libhwloc.so.5 /usr/lib +hwloc-info --version + +# Install gtest +mkdir -p /tmp/gtest +cd /tmp/gtest +wget https://github.com/google/googletest/archive/refs/tags/v1.14.0.zip -O googletest.zip +unzip googletest.zip +cd googletest-1.14.0/ +mkdir build +cd build +cmake .. +make -j$(nproc) +make install +rm -rf /tmp/gtest + +## Install gRPC from source +## RDC Pre-requisites +GRPC_ARCHIVE=grpc-1.61.0.tar.gz +mkdir /tmp/grpc +mkdir /usr/grpc +cd /tmp +git clone --recurse-submodules -b v1.61.0 https://github.com/grpc/grpc +cd grpc +mkdir -p build +cd build +cmake -DgRPC_INSTALL=ON -DBUILD_SHARED_LIBS=ON -DgRPC_BUILD_TESTS=OFF -DCMAKE_INSTALL_PREFIX=/usr/grpc -DCMAKE_BUILD_TYPE=Release -DCMAKE_CXX_STANDARD=14 .. +make -j $(nproc) install +rm -rf /tmp/grpc + +## rocBLAS Pre-requisites +## Download prebuilt AMD multithreaded (2.0) +## Reference : https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/install.sh#L403 +mkdir -p /tmp/blis +cd /tmp/blis +wget -O - https://github.com/amd/blis/releases/download/2.0/aocl-blis-mt-ubuntu-2.0.tar.gz | tar xfz - +mv amd-blis-mt /usr/blis +cd / +rm -rf /tmp/blis +## rocBLAS Pre-requisites(SWDEV-404612) +## Download aocl-linux-aocc-4.0_1_amd64 +mkdir -p /tmp/aocl +cd /tmp/aocl +wget -nv https://download.amd.com/developer/eula/aocl/aocl-4-0/aocl-linux-aocc-4.0_1_amd64.deb +apt install ./aocl-linux-aocc-4.0_1_amd64.deb +rm -rf /tmp/aocl + +## hipBLAS Pre-requisites +## lapack(3.9.1v) +## Reference https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/install.sh#L174 +lapack_version=3.9.1 +lapack_srcdir=lapack-$lapack_version +lapack_blddir=lapack-$lapack_version-bld +mkdir -p /tmp/lapack +cd /tmp/lapack +rm -rf "$lapack_srcdir" "$lapack_blddir" +wget -O - https://github.com/Reference-LAPACK/lapack/archive/refs/tags/v3.9.1.tar.gz | tar xzf - +cmake -H$lapack_srcdir -B$lapack_blddir -DCMAKE_BUILD_TYPE=Release -DCMAKE_Fortran_FLAGS=-fno-optimize-sibling-calls -DBUILD_TESTING=OFF -DCBLAS=ON -DLAPACKE=OFF +make -j$(nproc) -C "$lapack_blddir" +make -C "$lapack_blddir" install +cd $lapack_blddir +cp -r ./include/* /usr/local/include/ +cp -r ./lib/* /usr/local/lib +cd / +rm -rf /tmp/lapack + +## rocSOLVER Pre-requisites +## FMT(7.1.3v) +## Reference https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/install.sh#L152 +fmt_version=7.1.3 +fmt_srcdir=fmt-$fmt_version +fmt_blddir=fmt-$fmt_version-bld +mkdir -p /tmp/fmt +cd /tmp/fmt +rm -rf "$fmt_srcdir" "$fmt_blddir" +wget -O - https://github.com/fmtlib/fmt/archive/refs/tags/7.1.3.tar.gz | tar xzf - +cmake -H$fmt_srcdir -B$fmt_blddir -DCMAKE_BUILD_TYPE=Release -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DCMAKE_CXX_STANDARD=17 -DCMAKE_CXX_EXTENSIONS=OFF -DCMAKE_CXX_STANDARD_REQUIRED=ON -DFMT_DOC=OFF -DFMT_TEST=OFF +make -j$(nproc) -C "$fmt_blddir" +make -C "$fmt_blddir" install + +# Build and install libjpeg-turbo +mkdir -p /tmp/libjpeg-turbo +cd /tmp/libjpeg-turbo +wget -nv https://github.com/rrawther/libjpeg-turbo/archive/refs/heads/2.0.6.2.zip -O libjpeg-turbo-2.0.6.2.zip +unzip libjpeg-turbo-2.0.6.2.zip +cd libjpeg-turbo-2.0.6.2 +mkdir build +cd build +cmake -DCMAKE_INSTALL_PREFIX=/usr -DCMAKE_BUILD_TYPE=RELEASE -DENABLE_STATIC=FALSE -DCMAKE_INSTALL_DEFAULT_LIBDIR=lib .. +make -j$(nproc) install +rm -rf /tmp/libjpeg-turbo + +# Get released ninja from source +mkdir -p /tmp/ninja +cd /tmp/ninja +wget -nv https://codeload.github.com/Kitware/ninja/zip/refs/tags/v1.11.1.g95dee.kitware.jobserver-1 -O ninja.zip +unzip ninja.zip +cd ninja-1.11.1.g95dee.kitware.jobserver-1 +./configure.py --bootstrap +cp ninja /usr/local/bin/ +rm -rf /tmp/ninja + +# Install pre-built FFmpeg and dependencies +# See docker/build-deps for instructions on how to build these packages +wget -qO- https://www.ffmpeg.org/releases/ffmpeg-4.4.2.tar.gz | tar -xzv -C /usr/local + +cp /tmp/local-pin-600 /etc/apt/preferences.d + +command -v lbzip2 +ln -sf $(command -v lbzip2) /usr/local/bin/compressor || ln -sf $(command -v bzip2) /usr/local/bin/compressor + +# Install Google Benchmark +mkdir -p /tmp/Gbenchmark +cd /tmp/Gbenchmark +wget -qO- https://github.com/google/benchmark/archive/refs/tags/v1.6.1.tar.gz | tar xz +cmake -Sbenchmark-1.6.1 -Bbuild -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=OFF -DBENCHMARK_ENABLE_TESTING=OFF -DCMAKE_CXX_STANDARD=14 +make -j -C build +cd /tmp/Gbenchmark/build +make install + +# Build boost-1.82.0 from source for RPP +# Installing in a non-standard location since the test packages of hipFFT and rocFFT pick up the version of +# the installed Boost library and declare a package dependency on that specific version of Boost. +# For example, if this was installed in the standard location it would declare a dependency on libboost-dev(el)1.82.0 +# which is not available as a package in any distro. +# Once this is fixed, we can remove the Boost package from the requirements list and install this +# in the standard location +mkdir -p /tmp/boost-1.82.0 +cd /tmp/boost-1.82.0 +wget -nv https://sourceforge.net/projects/boost/files/boost/1.82.0/boost_1_82_0.tar.bz2 -O ./boost_1_82_0.tar.bz2 +tar -xf boost_1_82_0.tar.bz2 --use-compress-program="/usr/local/bin/compressor" +cd boost_1_82_0 +./bootstrap.sh --prefix=${RPP_DEPS_LOCATION} --with-python=python3 +./b2 stage -j$(nproc) threading=multi link=shared cxxflags="-std=c++11" +./b2 install threading=multi link=shared --with-system --with-filesystem +./b2 stage -j$(nproc) threading=multi link=static cxxflags="-std=c++11 -fpic" cflags="-fpic" +./b2 install threading=multi link=static --with-system --with-filesystem +rm -rf /tmp/boost-1.82.0 diff --git a/rocm-build/docker/ubuntu22/local-pin-600 b/rocm-build/docker/ubuntu22/local-pin-600 new file mode 100644 index 000000000..4282294af --- /dev/null +++ b/rocm-build/docker/ubuntu22/local-pin-600 @@ -0,0 +1,3 @@ +Package: * +Pin: origin "" +Pin-Priority: 600 \ No newline at end of file diff --git a/rocm-build/docker/ubuntu22/packages b/rocm-build/docker/ubuntu22/packages new file mode 100644 index 000000000..56a22631a --- /dev/null +++ b/rocm-build/docker/ubuntu22/packages @@ -0,0 +1,139 @@ +# List of packages needed for stage1 build +apt-utils +aria2 +autoconf +automake +bc +bison +bridge-utils +build-essential +bzip2 +check +chrpath +cifs-utils +cpio +curl +devscripts +dos2unix +doxygen +fakeroot +flex +freeglut3-dev +g++ +g++-multilib +# gawk is needed for aomp +gawk +gcc +gcc-multilib +gfortran +git-lfs +gnupg +googletest-tools +graphviz +grpc-proto +kernel-wedge +# kmod for kernel build +kmod +lbzip2 +# less is needed by repo +less +libass-dev +libatlas-base-dev +libbabeltrace-ctf-dev +libbabeltrace-dev +libboost-all-dev +libboost-dev +libboost-filesystem-dev +libboost-program-options-dev +libboost-system-dev +libbz2-dev +libc++-dev +libc++1 +libc++abi-dev +libc++abi1 +libc6-dev-i386 +libcap-dev +libcurl4-openssl-dev +libdrm-dev +libdw-dev +libdw1 +libdwarf-dev +libelf-dev +libelf1 +libexpat1-dev +libfftw3-dev +libfile-find-rule-perl +libgflags-dev +libglew-dev +libgmp-dev +libgtk2.0-dev +libhdf5-serial-dev +libjpeg-dev +libleveldb-dev +liblmdb-dev +liblzma-dev +libmpfr-dev +libmpich-dev +libmsgpack-dev +libncurses5-dev +libnuma-dev +libomp-dev +libopenblas-base +libopenblas-dev +libpci-dev +libpci3 +libpciaccess-dev +libpciaccess0 +libprotobuf-dev +libpython2.7-dev +libpython3-dev +libreadline-dev +libsnappy-dev +libssl-dev +libsuitesparse-dev +libsystemd-dev +libtinfo-dev +libtool +liburi-encode-perl +libva-dev +libvirt-clients +libvirt-daemon-system +libyaml-cpp-dev +llvm +llvm-dev +llvm-runtime +mesa-common-dev +mpich +ocaml +ocaml-findlib +patchelf +pigz +pkg-config +protobuf-compiler +python-is-python3 +python3-dev +python3-pip +python3-pip-whl +python3-venv +python3-yaml +python3-yaml +python3.8-dev +re2c +redis-tools +# hipclang needs rpm +rpm +rsync +ssh +# This makes life more pleasent inside the container +strace +sudo +systemtap-sdt-dev +texinfo +texlive +texlive-extra-utils +texlive-plain-generic +texlive-xetex +unzip +vim +wget +xsltproc diff --git a/rocm-build/envsetup.sh b/rocm-build/envsetup.sh new file mode 100755 index 000000000..9cf30190d --- /dev/null +++ b/rocm-build/envsetup.sh @@ -0,0 +1,191 @@ +#!/bin/bash + +set_WORK_ROOT(){ + [ -n "$WORK_ROOT" ] && return 0 + export WORK_ROOT=$PWD + while :; do + [ -d "$WORK_ROOT/.repo/manifests" ] && return 0 + WORK_ROOT=$WORK_ROOT/.. + ( cd -P "$WORK_ROOT" && [ "$PWD" != "/" ] ) || break + done + echo "Unable to find a .repo/manifests directory above '$PWD'" >&2 + unset WORK_ROOT # No point in saying we have one when we don't + return 1 +} +set_WORK_ROOT || exit 2 + +if [ "$DASH_JAY" == "" ]; then + if [ -x "$(command -v nproc)" ]; then + export DASH_JAY="-j $(nproc)" + else + export DASH_JAY="-j 4" + fi +fi + +export JOB_NAME=release +export JOB_DESIGNATOR= +echo "JOB_DESIGNATOR=${JOB_DESIGNATOR}" +export SLES_BUILD_ID_PREFIX +echo "SLES_BUILD_ID_PREFIX=${SLES_BUILD_ID_PREFIX}" + +if [ -z "${BUILD_ID}" ]; then + export BUILD_ID=9999 +fi + +if [ -n "${JOB_NAME}" ]; then + export ROCM_BUILD_ID=${JOB_NAME/compute-/}-${BUILD_ID} +fi + +source /etc/os-release +#re-export the variables with less generic names +export DISTRO_NAME=$ID +export DISTRO_RELEASE=$VERSION_ID +export DISTRO_ID=$ID-$VERSION_ID + +case "${DISTRO_NAME}" in + ("ubuntu") export CPACKGEN=DEB PACKAGEEXT=deb PKGTYPE=deb ROCM_PKGTYPE=DEB ;; + ("centos") export CPACKGEN=RPM PACKAGEEXT=rpm PKGTYPE=rpm ;; + ("sles") export CPACKGEN=RPM PACKAGEEXT=rpm PKGTYPE=rpm ;; + ("rhel") export CPACKGEN=RPM PACKAGEEXT=rpm PKGTYPE=rpm ;; + ("mariner") export CPACKGEN=RPM PACKAGEEXT=rpm PKGTYPE=rpm ;; +esac + +# set up package file name variables for CPACK_GENERATOR +# rpm packages name are set with jenkins job designator and build no +# deb package is appendeded with OS version as well +export CPACK_DEBIAN_PACKAGE_RELEASE="${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}~$VERSION_ID" +export CPACK_RPM_PACKAGE_RELEASE="${JOB_DESIGNATOR}${SLES_BUILD_ID_PREFIX}${BUILD_ID}" + +OUT_DIR="${OUT_DIR:=$WORK_ROOT/out/$DISTRO_ID/$DISTRO_RELEASE}" +export OUT_DIR +export RT_TMP=$OUT_DIR/tmp/rt + +#source transform, for things like ocl_lc +export SRC_TF_ROOT=$OUT_DIR/srctf + +# Read ROCm Version and calculate ROCm libpatch version from rocm_version.txt +# Using logic from calculateRocmPatchVersion() in common.gvy +get_rocm_libpatch_version() { + rocm_version=$1 + if [[ "${rocm_version}" =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]; then + libpatch_version=${rocm_version//\./0} + echo "${libpatch_version}" + else + echo "Invalid ROCm Version: ${rocm_version}" + exit 10 + fi +} + +# Read the default ROCm version from rocm_version.txt if the ROCM_VERSION +# variable is either not set, empty or only contains spaces. +if [ -f "${WORK_ROOT}/build/rocm_version.txt" ] && [ -z $ROCM_VERSION ]; then + ROCM_VERSION="$(cat ${WORK_ROOT}/build/rocm_version.txt)" +fi + +: ${ROCM_VERSION:="6.1.0"} +ROCM_LIBPATCH_VERSION=$(get_rocm_libpatch_version $ROCM_VERSION) +echo "ROCM_VERSION=${ROCM_VERSION}" +echo "ROCM_LIBPATCH_VERSION=${ROCM_LIBPATCH_VERSION}" +export ROCM_VERSION ROCM_LIBPATCH_VERSION + +export ROCM_INSTALL_PATH="/opt/rocm-${ROCM_VERSION}-${BUILD_ID}" +# check if the job = release +if [[ "${JOB_NAME}" == *rel* ]]; then + export ROCM_INSTALL_PATH="/opt/rocm-${ROCM_VERSION}" +fi + +# Setting the ROCM_INSTALL_PATH id to Last Know Good build ID, PSDB incremental built packages will install into /opt/rocm- +if [ -n "${LKG_BUILD_ID}" ]; then + export ROCM_INSTALL_PATH="/opt/rocm-${ROCM_VERSION}-${LKG_BUILD_ID}" +fi + +echo "Setting ROCM_INSTALL_PATH=${ROCM_INSTALL_PATH}" + +export ROCM_PATH="$ROCM_INSTALL_PATH" +export ROCM_LIBPATH="" +export DEVTOOLSET_LIBPATH="/opt/rh/devtoolset-7/root/usr/lib64;/opt/rh/devtoolset-7/root/usr/lib" + +# Source directories +# TODO: We should have autodiscoverable makefiles +export DIST_NO_DEBUG=yes +export OPENCL_MAINLINE=1 +export HSA_SOURCE_ROOT=$WORK_ROOT/ROCR-Runtime +export HSA_OPENSOURCE_ROOT=$HSA_SOURCE_ROOT/src +export ROCRTST_ROOT=$HSA_SOURCE_ROOT/rocrtst +export HSA_CORE_ROOT=$HSA_OPENSOURCE_ROOT +export HSA_IMAGE_ROOT=$HSA_OPENSOURCE_ROOT/hsa-ext-image +export HSA_FINALIZE_ROOT=$HSA_OPENSOURCE_ROOT/hsa-ext-finalize +export HSA_TOOLS_ROOT=$HSA_OPENSOURCE_ROOT/hsa-runtime-tools +export OCL_RT_SRC_TF_ROOT=$SRC_TF_ROOT/ocl_lc +export SCRIPT_ROOT=$WORK_ROOT/build +export THUNK_ROOT=$WORK_ROOT/ROCT-Thunk-Interface +if [ -d "$HSA_OPENSOURCE_ROOT/ROCT-Thunk-Interface" ]; then + export THUNK_ROOT=$HSA_OPENSOURCE_ROOT/ROCT-Thunk-Interface +fi +export AQLPROFILE_ROOT=$WORK_ROOT/hsa/aqlprofile +export ROCPROFILER_ROOT=$WORK_ROOT/rocprofiler +export ROCTRACER_ROOT=$WORK_ROOT/roctracer +export ROCPROFILER_REGISTER_ROOT=$WORK_ROOT/rocprofiler-register +export RDC_ROOT=$WORK_ROOT/rdc +export RDCTST_ROOT=$RDC_ROOT/tests/rdc_tests +export UTILS_ROOT=$WORK_ROOT/rocm-utils +export KFDTEST_ROOT=$THUNK_ROOT/tests/kfdtest +if [ -d "$HSA_OPENSOURCE_ROOT/tests/kfdtest" ]; then + export KFDTEST_ROOT=$HSA_OPENSOURCE_ROOT/tests/kfdtest +fi +export HIPIFY_ROOT=$WORK_ROOT/HIPIFY +export AMD_SMI_LIB_ROOT=$WORK_ROOT/amdsmi +export ROCM_SMI_LIB_ROOT=$WORK_ROOT/rocm_smi_lib +export RSMITST_ROOT=$ROCM_SMI_LIB_ROOT/tests/rocm_smi_test +export LLVM_PROJECT_ROOT=$WORK_ROOT/llvm-project +export LLVM_ROOT=$LLVM_PROJECT_ROOT/llvm +export CLANG_ROOT=$LLVM_PROJECT_ROOT/clang +export LLD_ROOT=$LLVM_PROJECT_ROOT/lld +export HIPCC_ROOT=$LLVM_PROJECT_ROOT/amd/hipcc +export DEVICELIBS_ROOT=$LLVM_PROJECT_ROOT/amd/device-libs +export ROCM_CORE_ROOT=$WORK_ROOT/rocm-core +export ROCM_CMAKE_ROOT=$WORK_ROOT/rocm-cmake +export ROCM_BANDWIDTH_TEST_ROOT=$WORK_ROOT/rocm_bandwidth_test +export ROCMINFO_ROOT=$WORK_ROOT/rocminfo +export CLANG_OCL_ROOT=$WORK_ROOT/clang-ocl +export ROCR_DEBUG_AGENT_ROOT=$WORK_ROOT/rocr_debug_agent +export COMGR_ROOT=$LLVM_PROJECT_ROOT/amd/comgr +export COMGR_LIB_PATH=$OUT_DIR/build/amd_comgr +export RCCL_ROOT=$WORK_ROOT/rccl +export ROCM_DBGAPI_ROOT=$WORK_ROOT/ROCdbgapi +export ROCM_GDB_ROOT=$WORK_ROOT/ROCgdb +export HIP_ON_ROCclr_ROOT=$WORK_ROOT/HIP +export HIPAMD_ROOT=$WORK_ROOT/hipamd +export HIP_CATCH_TESTS_ROOT=$WORK_ROOT/hip-tests +export CLR_ROOT=$WORK_ROOT/clr +export AOMP_REPOS=$WORK_ROOT/openmp-extras +export HIPOTHER_ROOT=$WORK_ROOT/hipother + +# For libraries $ORIGIN +# For binaries $ORIGIN/../lib +export ROCM_LIB_RPATH='$ORIGIN' +export ROCM_EXE_RPATH='$ORIGIN/../lib' + +# For ASAN Libraries since the asan lib path is lib/asan/ +export ROCM_ASAN_LIB_RPATH='$ORIGIN:$ORIGIN/..' +export ROCM_ASAN_EXE_RPATH="\$ORIGIN/../lib/asan:\$ORIGIN/../lib" + +export PATH=$PATH:$SCRIPT_ROOT + +# From setup_env.sh +export LIBS_WORK_DIR=$WORK_ROOT +export BUILD_ARTIFACTS=$OUT_DIR/$PACKAGEEXT + +export HIPCC_COMPILE_FLAGS_APPEND="-O3 -Wno-format-nonliteral -parallel-jobs=4" +export HIPCC_LINK_FLAGS_APPEND="-O3 -parallel-jobs=4" + +export PATH="${ROCM_PATH}/lib/llvm/bin:${PATH}" + +export LC_ALL=C.UTF-8 +export LANG=C.UTF-8 + +export PROC=${PROC:-"$(nproc)"} +export RELEASE_FLAG=${RELEASE_FLAG:-"-r"} +export SUDO=sudo +export PATH=/usr/local/bin:${PATH}:${HOME}/.local/bin +export CCACHE_DIR=${HOME}/.ccache diff --git a/rocm-build/post_inst_pkg.sh b/rocm-build/post_inst_pkg.sh new file mode 100755 index 000000000..bbfb132d8 --- /dev/null +++ b/rocm-build/post_inst_pkg.sh @@ -0,0 +1,82 @@ +#!/bin/bash + +set -x + + +UNTAR_COMPONENT_NAME=$1 + + +copy_pkg_files_to_rocm() { + local comp_folder=$1 + local comp_pkg_name=$2 + + cd "${OUT_DIR}/${PKGTYPE}/${comp_folder}"|| exit 2 + if [ "${PKGTYPE}" = 'deb' ]; then + dpkg-deb -x ${comp_pkg_name}_*.deb pkg/ + else + mkdir pkg && pushd pkg/ || exit 2 + if [[ "${comp_pkg_name}" != *-dev* ]]; then + rpm2cpio ../${comp_pkg_name}-*.rpm | cpio -idmv + else + rpm2cpio ../${comp_pkg_name}el-*.rpm | cpio -idmv + fi + popd || exit 2 + fi + ls ./pkg -alt + ${SUDO} cp -r ./pkg${ROCM_PATH}/* "${ROCM_PATH}" || exit 2 + rm -rf pkg/ +} + +get_os_name() { + local os_name + os_name=$(grep -oP '^NAME="\K.*(?=")' < /etc/os-release) + echo "${os_name,,}" +} + +set_pkg_type() { + local os_name + os_name=$(grep -oP '^NAME="\K.*(?=")' < /etc/os-release) + [ "${os_name,,}" = ubuntu ] && echo "deb" || echo "rpm" +} + +setup_rocm_compilers_hash_file() { + local clang_version + clang_version="$("${ROCM_PATH}/llvm/bin/clang" --version | head -n 1)" + printf '%s: %s\n' 'clang version' "${clang_version}" | tee "${OUT_DIR}/rocm_compilers_hash_file" +} + +PKGTYPE=$(set_pkg_type) + +case $UNTAR_COMPONENT_NAME in + (lightning) + if [ "${CCACHE_ENABLED}" == "true" ] ; then + setup_rocm_compilers_hash_file + fi + + mkdir -p ${ROCM_PATH}/bin + printf '%s\n' > ${ROCM_PATH}/bin/target.lst gfx900 gfx906 gfx908 gfx803 gfx1030 + + if [ -e "${ROCM_PATH}/lib/llvm/bin/rocm.cfg" ]; then + sed -i '/-frtlib-add-rpath/d' ${ROCM_PATH}/lib/llvm/bin/rocm.cfg + elif [ -e "${ROCM_PATH}/llvm/bin/rocm.cfg" ]; then + sed -i '/-frtlib-add-rpath/d' ${ROCM_PATH}/llvm/bin/rocm.cfg + fi + ;; + (hipify_clang) + copy_pkg_files_to_rocm hipify hipify-clang + ;; + (hip_on_rocclr) + rm -f ${ROCM_PATH}/bin/hipcc.bat + ;; + (openmp_extras) + copy_pkg_files_to_rocm openmp-extras openmp-extras-runtime + copy_pkg_files_to_rocm openmp-extras openmp-extras-dev + ;; + (rocblas) + copy_pkg_files_to_rocm rocblas rocblas-dev + ;; + (*) + echo "post processing is not required for ${UNTAR_COMPONENT_NAME}" + ;; +esac + diff --git a/rocm-build/rocm-6.1.0.xml b/rocm-build/rocm-6.1.0.xml new file mode 100644 index 000000000..4bb977a09 --- /dev/null +++ b/rocm-build/rocm-6.1.0.xml @@ -0,0 +1,71 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/rocm-build/rocm-6.1.1.xml b/rocm-build/rocm-6.1.1.xml new file mode 100644 index 000000000..1f7847add --- /dev/null +++ b/rocm-build/rocm-6.1.1.xml @@ -0,0 +1,71 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/rocm-build/upload_packages.sh b/rocm-build/upload_packages.sh new file mode 100755 index 000000000..6f4d3bfa4 --- /dev/null +++ b/rocm-build/upload_packages.sh @@ -0,0 +1,32 @@ +#!/bin/bash + +set -x + + +BUILD_COMPONENT="$1" +PACKAGEEXT=${PACKAGEEXT:-$2} + +COMP_DIR=$(./${INFRA_REPO}/build/build_${BUILD_COMPONENT}.sh -o ${PACKAGEEXT}) + +TARGET_ARTI_URL=${TARGET_ARTI_URL:-$3} + + +[ -z "$JFROG_TOKEN" ] && echo "JFrog token is not set, skip uploading..." && exit 0 +[ -z "$TARGET_ARTI_URL" ] && echo "Target URL is not set, skip uploading..." && exit 0 +[ -z "$COMP_DIR" ] && echo "No packages in ${BUILD_COMPONENT}" && exit 0 +[ ! -d "$COMP_DIR" ] && echo "NO ${COMP_DIR} folder..." && exit 0 + +PKG_NAME_LIST=( "${COMP_DIR}"/* ) + +for pkg in "${PKG_NAME_LIST[@]}"; do + if [[ "${ENABLE_ADDRESS_SANITIZER}" != "true" ]] || [[ "${pkg##*/}" =~ "-asan" ]]; then + echo "Uploading $pkg ..." + if ! curl -f -H "X-JFrog-Art-Api:${JFROG_TOKEN}" \ + -X PUT "${TARGET_ARTI_URL}/$(basename ${pkg})" \ + -T "${COMP_DIR}/$(basename ${pkg})"; then + echo "Unable to upload $pkg ..." >&2 && exit 1 + fi + echo "$pkg uploaded..." + fi +done + From ba7afa98084698957ac307c63f2ea00c18e22022 Mon Sep 17 00:00:00 2001 From: "Wang, Yanyao" Date: Wed, 5 Jun 2024 09:50:20 -0700 Subject: [PATCH 17/18] Update the branch of ROCm repo after testing --- rocm-build/rocm-6.1.0.xml | 2 +- rocm-build/rocm-6.1.1.xml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/rocm-build/rocm-6.1.0.xml b/rocm-build/rocm-6.1.0.xml index 4bb977a09..83f1b0e41 100644 --- a/rocm-build/rocm-6.1.0.xml +++ b/rocm-build/rocm-6.1.0.xml @@ -6,7 +6,7 @@ sync-c="true" sync-j="4" /> - + diff --git a/rocm-build/rocm-6.1.1.xml b/rocm-build/rocm-6.1.1.xml index 1f7847add..868fabfd9 100644 --- a/rocm-build/rocm-6.1.1.xml +++ b/rocm-build/rocm-6.1.1.xml @@ -6,7 +6,7 @@ sync-c="true" sync-j="4" /> - + From 73b7b02c4f6370d51f79d23d783f0d0340588fc3 Mon Sep 17 00:00:00 2001 From: "Wang, Yanyao" Date: Wed, 5 Jun 2024 10:41:25 -0700 Subject: [PATCH 18/18] Fix Markdown formate for the linter check --- README.md | 2 +- rocm-build/README.md | 46 +++++++++++++++------------- rocm-build/docker/ubuntu20/README.md | 10 ++++-- rocm-build/docker/ubuntu22/README.md | 8 +++++ 4 files changed, 42 insertions(+), 24 deletions(-) diff --git a/README.md b/README.md index 31744f337..819c18743 100644 --- a/README.md +++ b/README.md @@ -62,7 +62,6 @@ Each ROCm component repository contains directions for building that component, Each release of the ROCm software supports specific hardware and software configurations. Refer to [System requirements (Linux)](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html) for the current supported hardware and OS. - ## Build ROCm from source The Build will use as many processors as it can find to build in parallel. Some of the compiles can consume as much as 10GB of RAM, so make sure you have plenty of Swap Space ! @@ -151,6 +150,7 @@ out/ubuntu-22.04/22.04/logs/rocblas.inprogress # Example # All logs pertaining to passed components, use the component names. out/ubuntu-22.04/22.04/logs/rocblas # Example ``` + Note: [Overview for ROCm.mk](rocm-build/README.md) ## ROCm documentation diff --git a/rocm-build/README.md b/rocm-build/README.md index 9e95434b2..d8d81941e 100644 --- a/rocm-build/README.md +++ b/rocm-build/README.md @@ -1,33 +1,37 @@ # Overview for ROCm.mk + This Makefile builds the various projects that makes up ROCm in the correct order. It is expected to be run in an environment with the tooling set up. An easy way to do this is to use Docker. -# Targets -- all (default) -- rocm-dev (a subset of all) -- clean -- list_components -- help -- T_foo -- C_foo +## Targets +* all (default) +* rocm-dev (a subset of all) +* clean +* list_components +* help +* T_foo +* C_foo -# Makefile Variables -- PEVAL set to 1 to enable some Makefile debugging code. -- RELEASE\_FLAG set to "" to avoid passing "-r" to builds, effect is package defined. -- NOBUILD="foo bar" to avoid adding foo and bar into the dependencies of top level targets. They still may be +## Makefile Variables + +* PEVAL set to 1 to enable some Makefile debugging code. +* RELEASE\_FLAG set to "" to avoid passing "-r" to builds, effect is package defined. +* NOBUILD="foo bar" to avoid adding foo and bar into the dependencies of top level targets. They still may be built if they are needed as dependencies of other top level targets. -- toplevel +* toplevel -# Makefile assumptions +## Makefile assumptions -## Requirements for package "foo" +### Requirements for package "foo" -### program build\_foo.sh -- Should take option "-c" to clean -- Should take option "-r" to do a normal "RelWithDeb" build +#### program build\_foo.sh -## For package "foo" we define some targets -- T\_foo - The main build target, calls "build\_foo.sh -r" -- C\_foo - Clean target, calls "build_foo.sh -c" +* Should take option "-c" to clean +* Should take option "-r" to do a normal "RelWithDeb" build + +### For package "foo" we define some targets + +* T\_foo - The main build target, calls "build\_foo.sh -r" +* C\_foo - Clean target, calls "build_foo.sh -c" diff --git a/rocm-build/docker/ubuntu20/README.md b/rocm-build/docker/ubuntu20/README.md index a6afb0bc2..57ab88c4f 100644 --- a/rocm-build/docker/ubuntu20/README.md +++ b/rocm-build/docker/ubuntu20/README.md @@ -1,20 +1,26 @@ ## Steps to build the Docker Image + 1. Clone this repositry + ```bash git clone -b roc-6.1.x https://github.com/ROCm/ROCm.git ``` + 2. Go into the OS specific docker directory in build-infra + ```bash cd ROCm/rocm-build/docker/ubuntu20 ``` 3. Build the Docker image + ```bash docker build -t . ``` + replace the `` with the new Docker image Name of your choice, -5. After successful build, verify your \ in the list all available docker images. +4. After successful build, verify your \ in the list all available docker images. + ```bash docker images ``` - diff --git a/rocm-build/docker/ubuntu22/README.md b/rocm-build/docker/ubuntu22/README.md index 6dc60c845..29c8eea91 100644 --- a/rocm-build/docker/ubuntu22/README.md +++ b/rocm-build/docker/ubuntu22/README.md @@ -1,18 +1,26 @@ ## Steps to build the Docker Image + 1. Clone this repositry + ```bash git clone -b roc-6.1.x https://github.com/ROCm/ROCm.git ``` + 2. Go into the OS specific docker directory in build-infra + ```bash cd ROCm/rocm-build/docker/ubuntu22 ``` + 3. Build the docker image + ```bash docker build -t . ``` + replace the `` with the new Docker image Name of your choice, 4. After successful build, verify your \ in the list all available docker images. + ```bash docker images ```

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