Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
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Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Training AMD ROCm CUDA to HIP Porting - Optimize Your AI Workloads
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Migrate existing CUDA codes to HIP for the enterprise
- Configure the ROCm environment in professional production
- Optimize the performance of kernels ported to Instinct GPUs
- Deploy AI and HPC applications on AMD platforms
- Validate the compatibility and stability of migrations
- Troubleshoot porting issues in real conditions
Our social commitment
A school kit donated to a child for every training
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Don't let this gap widen
Why this program matters
Without ROCm porting skills, teams remain locked into exclusive NVIDIA dependence, exposing the company to high licensing costs and AI project deployment delays reaching 40 percent.
Unoptimized workloads consume up to 50 percent more GPU resources, generating excessive cloud bills and rendering times exceeding three weeks.
Lack of HIP expertise creates lasting technical debt, production stability incidents, and loss of competitiveness against rivals adopting AMD Instinct solutions.
Program
Module 1ROCm and HIP Discovery: Installation and First Ports (ROCm 5.x, hipify-perl, AMD Tools)
Participants discover the ROCm architecture and HIP API, install drivers and libraries on Instinct servers, then use hipify to automatically convert simple CUDA kernels. Guided practical work on concrete vector reduction cases delivers functional deliverables and initial performance benchmarks.
Module 2Advanced Porting and Optimization: Complex Kernels, Memory and Profiling (rocprof, rocm-smi)
The day covers porting complex kernels including unified memory management and atomic operations. Learners apply optimization techniques, analyze traces with rocprof and resolve bottlenecks. AI datacenter use cases result in optimized and measured deliverables.
Module 3Production Deployment and Validation: ROCm Integration, Testing and Scaling (Docker, Slurm)
Teams integrate ported applications into ROCm containers, deploy them on clusters via Slurm and perform load testing. Monitoring with rocm-smi and scalability validation deliver production-ready deliverables and complete performance reports.
Evaluation method
- MCQ for validating acquired knowledge
- Assessed practical work on code porting
- Real-life migration scenario
Learning method
- interactive theory
- practical labs
- real business cases
- feedback and experience sharing
Methods, materials and delivery
The Training AMD ROCm CUDA to HIP Porting - Optimize Your AI Workloads program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training AMD ROCm CUDA to HIP Porting - Optimize Your AI Workloads program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training AMD ROCm CUDA to HIP Porting - Optimize Your AI Workloads program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
Our method
Training quality, guaranteed at every step
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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FAQ
Frequently asked questions
How much does the Training AMD ROCm CUDA to HIP Porting - Optimize Your AI Workloads training cost?+
The price is $3,675 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training AMD ROCm CUDA to HIP Porting - Optimize Your AI Workloads training?+
The training lasts 3 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Confirmed mastery of CUDA, advanced C++ programming, and Linux server environments for intermediate level.
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote
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