| Douglas Jia | 14 | Multinode Fine-Tuning of Stable Diffusion XL on AMD GPUs with Hugging Face Accelerate and OCI's Kubernetes Engine (OKE)
October 15, 2024 | Efficient image generation with Stable Diffusion models and AITemplate using AMD GPUs
January 24, 2024 |
| Sean Song | 14 | PyTorch Fully Sharded Data Parallel (FSDP) on AMD GPUs with ROCm
February 09, 2025 | Fine-tune Llama model with LoRA: Customizing a large language model for question-answering
February 01, 2024 |
| Fabricio Flores | 14 | DataFrame Acceleration: hipDF and hipDF.pandas on AMD GPUs
May 07, 2025 | Building semantic search with SentenceTransformers on AMD
April 04, 2024 |
| Phillip Dang | 13 | DBRX Instruct on AMD GPUs
July 11, 2024 | Simplifying deep learning: A guide to PyTorch Lightning
February 08, 2024 |
| Vara Lakshmi Bayanagari | 11 | Distributed fine-tuning of MPT-30B using Composer on AMD GPUs
January 28, 2025 | Pre-training BERT using Hugging Face & PyTorch on an AMD GPU
January 26, 2024 |
| Clint Greene | 10 | Enhancing vLLM Inference on AMD GPUs
October 11, 2024 | Accelerating XGBoost with Dask using multiple AMD GPUs
January 26, 2024 |
| Justin Chang | 10 | MI300A - Exploring the APU advantage
February 09, 2025 | Finite difference method - Laplacian part 1
November 14, 2022 |
| Eliot Li | 8 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | Scale AI applications with Ray
April 01, 2024 |
| Andy Luo | 8 | AMD Integrates llm-d on AMD Instinct MI300X Cluster For Distributed LLM Serving
May 20, 2025 | Best practices for competitive inference optimization on AMD Instinct™ MI300X GPUs
January 29, 2025 |
| George Wang | 7 | From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile
May 21, 2025 | GEMM Kernel Optimization For AMD GPUs
February 06, 2025 |
| Gina Sitaraman | 7 | Introducing ROCprofiler SDK - The Latest Toolkit for Performance Profiling
March 25, 2025 | AMD matrix cores
November 14, 2022 |
| Ossian O''Reilly | 7 | Seismic stencil codes - part 1
August 29, 2024 | Finite difference method - Laplacian part 1
November 14, 2022 |
| Anshul Gupta | 6 | AMD Integrates llm-d on AMD Instinct MI300X Cluster For Distributed LLM Serving
May 20, 2025 | GEMM Kernel Optimization For AMD GPUs
February 06, 2025 |
| Seungrok Jung | 6 | Optimizing DeepseekV3 Inference on SGLang Using ROCm Profiling Tools
May 01, 2025 | Large language model inference optimizations on AMD GPUs
March 15, 2024 |
| Liz Li | 6 | Optimizing DeepseekV3 Inference on SGLang Using ROCm Profiling Tools
May 01, 2025 | AITER: AI Tensor Engine For ROCm
March 21, 2025 |
| Thomas Gibson | 6 | Graph analytics on AMD GPUs using Gunrock
July 29, 2024 | Finite difference method - Laplacian part 1
November 14, 2022 |
| Sean Miller | 5 | Finite difference method - Laplacian part 4
July 18, 2023 | Finite difference method - Laplacian part 1
November 14, 2022 |
| Rajat Arora | 5 | Jacobi Solver with HIP and OpenMP offloading
September 15, 2023 | Finite difference method - Laplacian part 1
November 14, 2022 |
| Matt Elliott | 5 | How to Build a vLLM Container for Inference and Benchmarking
February 21, 2025 | Presenting and demonstrating the use of the ROCm Offline Installer Creator, a tool enabling simple deployment of ROCm in disconnected environments in high-security environments and air-gapped networks.
September 10, 2024 |
| Emad Barsoum | 4 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 | Enhancing AI Training with AMD ROCm Software
January 31, 2025 |
| Logan Grado | 4 | Accelerating models on ROCm using PyTorch TunableOp
July 03, 2024 | Automatic mixed precision in PyTorch using AMD GPUs
March 29, 2024 |
| Shekhar Pandey | 4 | Optimizing DeepseekV3 Inference on SGLang Using ROCm Profiling Tools
May 01, 2025 | Deploying Google’s Gemma 3 Model with vLLM on AMD Instinct™ MI300X GPUs: A Step-by-Step Guide
March 14, 2025 |
| Saad Rahim | 4 | ROCm Runfile Installer Is Here!
May 22, 2025 | ROCm Gets Modular: Meet the Instinct Datacenter GPU Driver
April 11, 2025 |
| Zicheng Liu | 3 | Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm Integration
April 24, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Yusheng Su | 3 | Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm Integration
April 24, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Victor Robles | 3 | AI Inference Orchestration with Kubernetes on Instinct MI300X, Part 3
March 13, 2025 | AI Inference Orchestration with Kubernetes on Instinct MI300X, Part 1
February 07, 2025 |
| Marco Grond | 3 | Introducing ROCm-DS: GPU-Accelerated Data Science for AMD Instinct™ GPUs
May 20, 2025 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 |
| Alex He | 3 | A Step-by-Step Guide On How To Deploy Llama Stack on AMD Instinct™ GPU
April 22, 2025 | Navigating vLLM Inference with ROCm and Kubernetes
February 13, 2025 |
| Meena Arunachalam | 3 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | Benchmarking Machine Learning using ROCm and AMD GPUs: Reproducing Our MLPerf Inference Submission
August 28, 2024 |
| Miro Hodak | 3 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | Benchmarking Machine Learning using ROCm and AMD GPUs: Reproducing Our MLPerf Inference Submission
August 28, 2024 |
| Yao Liu | 3 | Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm Integration
April 24, 2025 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 |
| Jayacharan Kolla | 3 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 | Understanding RCCL Bandwidth and xGMI Performance on AMD Instinct™ MI300X
March 02, 2025 |
| Farshad Ghodsian | 3 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 | Announcing the AMD GPU Operator and Metrics Exporter
January 29, 2025 |
| ROCm Blogs Team | 3 | Stone Ridge Expands Reservoir Simulation Options with AMD Instinct™ Accelerators
June 10, 2024 | Siemens taps AMD Instinct™ GPUs to expand high-performance hardware options for Simcenter STAR-CCM+
May 16, 2024 |
| Suyash Tandon | 3 | MI300A - Exploring the APU advantage
February 09, 2025 | Introduction to profiling tools for AMD hardware
April 12, 2023 |
| Bob Robey | 3 | Application portability with HIP
April 26, 2024 | Affinity part 2 - System topology and controlling affinity
April 16, 2024 |
| Ning Zhang | 2 | Unlock Peak Performance on AMD GPUs with Triton Kernel Optimizations
April 10, 2025 | GEMM Kernel Optimization For AMD GPUs
February 06, 2025 |
| Ximeng Sun | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Gowtham Ramesh | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Pratik Prabhanjan Brahma | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Ze Wang | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Jiang Liu | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Jialian Wu | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Prakamya Mishra | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Xiaodong Yu | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Sudhanshu Ranjan | 2 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Peng Sun | 2 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 | Supercharge DeepSeek-R1 Inference on AMD Instinct MI300X
March 21, 2025 |
| Hai Xiao | 2 | Supercharge DeepSeek-R1 Inference on AMD Instinct MI300X
March 21, 2025 | SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs
November 13, 2024 |
| Sonali Singh | 2 | Accelerating LLM Inference: Up to 3x Speedup on MI300X with Speculative Decoding
March 27, 2025 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 |
| Karthik Sangaiah | 2 | Accelerating LLM Inference: Up to 3x Speedup on MI300X with Speculative Decoding
March 27, 2025 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 |
| Ryan Swann | 2 | Accelerating LLM Inference: Up to 3x Speedup on MI300X with Speculative Decoding
March 27, 2025 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 |
| Ganesh Dasika | 2 | Accelerating LLM Inference: Up to 3x Speedup on MI300X with Speculative Decoding
March 27, 2025 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 |
| Wei-Ting Liao | 2 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 |
| Michael Zhang | 2 | SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs
November 13, 2024 | CTranslate2: Efficient Inference with Transformer Models on AMD GPUs
October 24, 2024 |
| Vicky Tsang | 2 | Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm Integration
April 24, 2025 | Scale AI applications with Ray
April 01, 2024 |
| Maria Ruiz Varela | 2 | Application portability with HIP
April 26, 2024 | AMD Instinct™ MI200 GPU memory space overview
March 09, 2023 |
| Alessandro Fanfarillo | 2 | C++17 parallel algorithms and HIPSTDPAR #
April 18, 2024 | Register pressure in AMD CDNA™2 GPUs
May 17, 2023 |
| Muhammad Osama | 2 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 | Graph analytics on AMD GPUs using Gunrock
July 29, 2024 |
| Damon McDougall | 2 | GPU-aware MPI with ROCm
June 08, 2023 | AMD matrix cores
November 14, 2022 |
| Noel Chalmers | 2 | GPU-aware MPI with ROCm
June 08, 2023 | AMD matrix cores
November 14, 2022 |
| David Li | 2 | From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile
May 21, 2025 | Hands-On with CK-Tile: Develop and Run Optimized GEMM on AMD GPUs
April 15, 2025 |
| Ben Sander | 2 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 | Understanding Peak, Max-Achievable & Delivered FLOPs, Part 1
February 14, 2025 |
| George Markomanolis | 2 | Affinity part 1 - Affinity, placement, and order
April 16, 2024 | Affinity part 2 - System topology and controlling affinity
April 16, 2024 |
| Asitav Mishra | 2 | Reading AMD GPU ISA
May 13, 2024 | Jacobi Solver with HIP and OpenMP offloading
September 15, 2023 |
| Aditya Kumar Singh | 1 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 | Instella-VL-1B: First AMD Vision Language Model
March 07, 2025 |
| Shenrun Zhang | 1 | Accelerating LLM Inference: Up to 3x Speedup on MI300X with Speculative Decoding
March 27, 2025 | Accelerating LLM Inference: Up to 3x Speedup on MI300X with Speculative Decoding
March 27, 2025 |
| Bill He | 1 | Power Up Qwen 3 with AMD Instinct: A Developer’s Day 0 Quickstart
April 28, 2025 | Power Up Qwen 3 with AMD Instinct: A Developer’s Day 0 Quickstart
April 28, 2025 |
| Mahdi Ghodsi | 1 | Power Up Qwen 3 with AMD Instinct: A Developer’s Day 0 Quickstart
April 28, 2025 | Power Up Qwen 3 with AMD Instinct: A Developer’s Day 0 Quickstart
April 28, 2025 |
| Kenny Roche | 1 | AMD Integrates llm-d on AMD Instinct MI300X Cluster For Distributed LLM Serving
May 20, 2025 | AMD Integrates llm-d on AMD Instinct MI300X Cluster For Distributed LLM Serving
May 20, 2025 |
| Joe Shajrawi | 1 | AMD Integrates llm-d on AMD Instinct MI300X Cluster For Distributed LLM Serving
May 20, 2025 | AMD Integrates llm-d on AMD Instinct MI300X Cluster For Distributed LLM Serving
May 20, 2025 |
| Poovaiah Palangappa | 1 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 |
| AMD Quark Team | 1 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 |
| AMD Brevitas Team | 1 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 |
| and AMD Shark Team | 1 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 | AMD Instinct™ MI325X GPUs Produce Strong Performance in MLPerf Inference v5.0
April 02, 2025 |
| Rishi Madduri | 1 | Efficient MoE training on AMD ROCm: How-to use Megablocks on AMD GPUs
March 23, 2025 | Efficient MoE training on AMD ROCm: How-to use Megablocks on AMD GPUs
March 23, 2025 |
| Hui Liu | 1 | SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs
November 13, 2024 | SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs
November 13, 2024 |
| Yineng Zhang | 1 | SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs
November 13, 2024 | SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs
November 13, 2024 |
| Wei Cai | 1 | Step-Video-T2V Inference with xDiT on AMD Instinct MI300X GPUs
May 15, 2025 | Step-Video-T2V Inference with xDiT on AMD Instinct MI300X GPUs
May 15, 2025 |
| Luise Chen | 1 | Inferencing with Grok-1 on AMD GPUs
August 09, 2024 | Inferencing with Grok-1 on AMD GPUs
August 09, 2024 |
| Lei Shao | 1 | Inferencing with Grok-1 on AMD GPUs
August 09, 2024 | Inferencing with Grok-1 on AMD GPUs
August 09, 2024 |
| Jeremy Arnold | 1 | Benchmarking Machine Learning using ROCm and AMD GPUs: Reproducing Our MLPerf Inference Submission
August 28, 2024 | Benchmarking Machine Learning using ROCm and AMD GPUs: Reproducing Our MLPerf Inference Submission
August 28, 2024 |
| Jassani Adeem | 1 | Mamba on AMD GPUs with ROCm
June 28, 2024 | Mamba on AMD GPUs with ROCm
June 28, 2024 |
| Moskvichev Arseny | 1 | Mamba on AMD GPUs with ROCm
June 28, 2024 | Mamba on AMD GPUs with ROCm
June 28, 2024 |
| Karan Verma | 1 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 |
| Ean Garvey | 1 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 |
| Kumar Deepak | 1 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 |
| Giuseppe Franco | 1 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 |
| AMD Quark team | 1 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 | Reproducing the AMD Instinct™ GPUs MLPerf Inference v5.0 Submission
April 02, 2025 |
| Bruce Xue | 1 | Accelerate DeepSeek-R1 Inference: Integrate AITER into SGLang
May 16, 2025 | Accelerate DeepSeek-R1 Inference: Integrate AITER into SGLang
May 16, 2025 |
| Rathnakara Malatesha | 1 | Deploying Serverless AI Inference on AMD GPU Clusters
February 25, 2025 | Deploying Serverless AI Inference on AMD GPU Clusters
February 25, 2025 |
| Chaitanya Manem | 1 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 | Introducing Instella: New State-of-the-art Fully Open 3B Language Models
March 05, 2025 |
| Tiffany Mintz | 1 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 |
| Ted Themistokleous | 1 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 |
| Brian Pickrell | 1 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 |
| Vish Vadlamani | 1 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 | Triton Inference Server with vLLM on AMD GPUs
January 08, 2025 |
| Eduardo Alvarez | 1 | Analyzing the Impact of Tensor Parallelism Configurations on LLM Inference Performance
March 14, 2025 | Analyzing the Impact of Tensor Parallelism Configurations on LLM Inference Performance
March 14, 2025 |
| Yu Wang | 1 | AMD Advances Enterprise AI Through OPEA Integration
March 12, 2025 | AMD Advances Enterprise AI Through OPEA Integration
March 12, 2025 |
| Aditya Bhattacharji | 1 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 |
| Ronnie Chatterjee | 1 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 | ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software
April 11, 2025 |
| Brian Cornille | 1 | Introducing AMD's Next-Gen Fortran Compiler
November 13, 2024 | Introducing AMD's Next-Gen Fortran Compiler
November 13, 2024 |
| Michael Klemm | 1 | Introducing AMD's Next-Gen Fortran Compiler
November 13, 2024 | Introducing AMD's Next-Gen Fortran Compiler
November 13, 2024 |
| Johanna Potyka | 1 | Introducing AMD's Next-Gen Fortran Compiler
November 13, 2024 | Introducing AMD's Next-Gen Fortran Compiler
November 13, 2024 |
| Martin Huarte | 1 | Boosting Computational Fluid Dynamics Performance with AMD Instinct™ MI300X
January 14, 2025 | Boosting Computational Fluid Dynamics Performance with AMD Instinct™ MI300X
January 14, 2025 |
| Quentin Anthony | 1 | Training Transformers and Hybrid models on AMD Instinct MI300X Accelerators
December 10, 2024 | Training Transformers and Hybrid models on AMD Instinct MI300X Accelerators
December 10, 2024 |
| Danny Guan | 1 | ROCm Gets Modular: Meet the Instinct Datacenter GPU Driver
April 11, 2025 | ROCm Gets Modular: Meet the Instinct Datacenter GPU Driver
April 11, 2025 |
| Nicholas Curtis | 1 | Register pressure in AMD CDNA™2 GPUs
May 17, 2023 | Register pressure in AMD CDNA™2 GPUs
May 17, 2023 |
| Rajneesh Bhardwaj | 1 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 | Deep dive into the MI300 compute and memory partition modes
February 09, 2025 |
| Anton Smirnov | 1 | Programming AMD GPUs with Julia
April 16, 2024 | Programming AMD GPUs with Julia
April 16, 2024 |
| Mohammad Mahdi Kamani | 1 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 |
| Parsa Fashi | 1 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 |
| Vikram Appia | 1 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 | Beyond Text: Accelerating Multimodal AI Inference with Speculative Decoding on AMD Instinct™ MI300X GPUs
April 28, 2025 |
| David Doscher | 1 | AMD ROCm™ installation
January 26, 2023 | AMD ROCm™ installation
January 26, 2023 |
| Rene Van Oostrum | 1 | AMD matrix cores
November 14, 2022 | AMD matrix cores
November 14, 2022 |
| Nicholas Malaya | 1 | AMD matrix cores
November 14, 2022 | AMD matrix cores
November 14, 2022 |
| Yao Fehlis | 1 | Creating a PyTorch/TensorFlow code environment on AMD GPUs
September 11, 2023 | Creating a PyTorch/TensorFlow code environment on AMD GPUs
September 11, 2023 |
| Ammar Elwazir | 1 | Introducing ROCprofiler SDK - The Latest Toolkit for Performance Profiling
March 25, 2025 | Introducing ROCprofiler SDK - The Latest Toolkit for Performance Profiling
March 25, 2025 |
| Noah Wolfe | 1 | Introduction to profiling tools for AMD hardware
April 12, 2023 | Introduction to profiling tools for AMD hardware
April 12, 2023 |
| Cheng Ling | 1 | SmoothQuant model inference on AMD Instinct MI300X using Composable Kernel
May 31, 2024 | SmoothQuant model inference on AMD Instinct MI300X using Composable Kernel
May 31, 2024 |
| Pedram Alizadeh | 1 | Understanding RCCL Bandwidth and xGMI Performance on AMD Instinct™ MI300X
March 02, 2025 | Understanding RCCL Bandwidth and xGMI Performance on AMD Instinct™ MI300X
March 02, 2025 |
| Gilbert Lee | 1 | Understanding RCCL Bandwidth and xGMI Performance on AMD Instinct™ MI300X
March 02, 2025 | Understanding RCCL Bandwidth and xGMI Performance on AMD Instinct™ MI300X
March 02, 2025 |
| Douglas Hamilton | 1 | ROCm Runfile Installer Is Here!
May 22, 2025 | ROCm Runfile Installer Is Here!
May 22, 2025 |
| Liam Berry | 1 | ROCm Runfile Installer Is Here!
May 22, 2025 | ROCm Runfile Installer Is Here!
May 22, 2025 |
| Lei Zhang | 1 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 |
| Fan Wu | 1 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 |
| Kyle Wang | 1 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 | Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed
May 06, 2025 |
| Carlus Huang | 1 | AITER: AI Tensor Engine For ROCm
March 21, 2025 | AITER: AI Tensor Engine For ROCm
March 21, 2025 |
| Lingpeng Jin | 1 | AITER: AI Tensor Engine For ROCm
March 21, 2025 | AITER: AI Tensor Engine For ROCm
March 21, 2025 |
| Yao Fu | 1 | Optimized ROCm Docker for Distributed AI Training
March 13, 2025 | Optimized ROCm Docker for Distributed AI Training
March 13, 2025 |
| Chang Liu | 1 | Speculative Decoding - Deep Dive
March 24, 2025 | Speculative Decoding - Deep Dive
March 24, 2025 |
| Haocong Wang | 1 | From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile
May 21, 2025 | From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile
May 21, 2025 |
| Kevin Chang | 1 | From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile
May 21, 2025 | From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile
May 21, 2025 |
| Garrett Byrd | 1 | Installing ROCm from source with Spack
April 14, 2025 | Installing ROCm from source with Spack
April 14, 2025 |
| Joseph Schoonover | 1 | Installing ROCm from source with Spack
April 14, 2025 | Installing ROCm from source with Spack
April 14, 2025 |
| Mahdieh Ghazimirsaeed | 1 | GPU-aware MPI with ROCm
June 08, 2023 | GPU-aware MPI with ROCm
June 08, 2023 |
| Evan Masters | 1 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 |
| Babak Poursartip | 1 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 |
| Henry Ho | 1 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 | Measuring Max-Achievable FLOPs – Part 2
February 28, 2025 |
| Corbin Robeck | 1 | Reading AMD GPU ISA
May 13, 2024 | Reading AMD GPU ISA
May 13, 2024 |
| Alex Voicu | 1 | C++17 parallel algorithms and HIPSTDPAR #
April 18, 2024 | C++17 parallel algorithms and HIPSTDPAR #
April 18, 2024 |
| Paul Mullowney | 1 | Sparse matrix vector multiplication - part 1
November 03, 2023 | Sparse matrix vector multiplication - part 1
November 03, 2023 |