From awd at cs.cmu.edu Wed Mar 1 08:02:04 2023 From: awd at cs.cmu.edu (Artur Dubrawski) Date: Wed, 1 Mar 2023 08:02:04 -0500 Subject: I am ok Message-ID: The doctors say my surgery on Monday was successful. Yet it took much longer than expected - 8 hours. I am still in the ICU but hopefully they will move me to the regular ward today. Thanks very much for all your support. Artur -------------- next part -------------- An HTML attachment was scrubbed... URL: From predragp at andrew.cmu.edu Thu Mar 2 18:26:54 2023 From: predragp at andrew.cmu.edu (Predrag Punosevac) Date: Thu, 2 Mar 2023 18:26:54 -0500 Subject: gpu27 will crash In-Reply-To: References: Message-ID: The root file system is now 100%. I can wait for the server to crash or I can reboot it now. Any objections to reboot? Whoever was using /tmp for caching did manage to bring the server to its knees. Cheers, P^2 On Sun, Feb 26, 2023 at 8:33?PM Predrag Punosevac wrote: > Someone is using /tmp for cashing, which is one of the major don'ts > according to the documentation. The root file system is almost full. This > will eventually crash the server. > > Just saying ... > > Predrag > -------------- next part -------------- An HTML attachment was scrubbed... URL: From predragp at andrew.cmu.edu Fri Mar 3 11:19:43 2023 From: predragp at andrew.cmu.edu (Predrag Punosevac) Date: Fri, 3 Mar 2023 11:19:43 -0500 Subject: gpu27 will crash In-Reply-To: References:

Message-ID: Sorry Conor but I had to reboot it. A 55K machine can't be idle because a team member(s) chose not to adhere to the Auton Lab etiquette. Best, Dr. P^2 On Thu, Mar 2, 2023 at 6:54 PM Conor Igoe wrote: > I?ve just emailed another user of gpu27 who I think might be able to help, > so I?d vote on holding off for now. Are there any advantages to rebooting > right now? > > On Thu, Mar 2, 2023 at 6:27 PM Predrag Punosevac > wrote: > >> >> The root file system is now 100%. I can wait for the server to crash or I >> can reboot it now. Any objections to reboot? Whoever was using /tmp for >> caching did manage to bring the server to its knees. >> >> Cheers, >> P^2 >> >> On Sun, Feb 26, 2023 at 8:33?PM Predrag Punosevac < >> predragp at andrew.cmu.edu> wrote: >> >>> Someone is using /tmp for cashing, which is one of the major don'ts >>> according to the documentation. The root file system is almost full. This >>> will eventually crash the server. >>> >>> Just saying ... >>> >>> Predrag >>> >> -------------- next part -------------- An HTML attachment was scrubbed... URL: From predragp at andrew.cmu.edu Fri Mar 3 11:32:11 2023 From: predragp at andrew.cmu.edu (Predrag Punosevac) Date: Fri, 3 Mar 2023 11:32:11 -0500 Subject: May 20-21 a scheduled 24 power outage Message-ID: Dear Autonians, I would like to give heads up to everyone. Due to the scheduled work on the grid, the electric power will be completely turned off in Wean Hall 3611 on May 20th and not restored until May 21th. Our cluster will essentially be completely turned off with the exception of network switches and firewall machines which will be used to power the cluster back. Electric work can't be delayed any more as the power consumption is growing exponentially due to the use of GPUs. SCS had a very hard time finding a contractor to perform the work, so the choice of the date is 100% out of CMU control. Best, Dr. P^2 -------------- next part -------------- An HTML attachment was scrubbed... URL: From virajm at cs.cmu.edu Fri Mar 3 11:59:28 2023 From: virajm at cs.cmu.edu (Viraj Mehta) Date: Fri, 3 Mar 2023 09:59:28 -0700 Subject: May 20-21 a scheduled 24 power outage In-Reply-To: References: Message-ID: All of us at the lab I?m sure appreciate that this is three days after the neurips submission deadline. Appreciate the heads up! Viraj On Fri, Mar 3, 2023 at 9:34 AM Predrag Punosevac wrote: > Dear Autonians, > > > I would like to give heads up to everyone. Due to the scheduled work on > the grid, the electric power will be completely turned off in Wean Hall > 3611 on May 20th and not restored until May 21th. Our cluster will > essentially be completely turned off with the exception of network switches > and firewall machines which will be used to power the cluster back. > > Electric work can't be delayed any more as the power consumption is > growing exponentially due to the use of GPUs. SCS had a very hard time > finding a contractor to perform the work, so the choice of the date is 100% > out of CMU control. > > Best, > Dr. P^2 > -------------- next part -------------- An HTML attachment was scrubbed... URL: From awd at cs.cmu.edu Sun Mar 5 14:11:47 2023 From: awd at cs.cmu.edu (Artur Dubrawski) Date: Sun, 5 Mar 2023 14:11:47 -0500 Subject: Artur's status update [Re: I am ok] In-Reply-To: References: Message-ID: Friends, TL:DR I am ok, but will have to spend a few more days in the hospital. After a couple of days in the ICU, I was moved to the regular onco surgery ward and some adversities started showing up. Most significantly, a blood clot was found in my right lung. It was discovered quickly and treatment was started promptly. It looks now that the situation is under dynamic control, and most likely this 3rd in my life isolated episode of Pulmonary Embolism will not kill me. When I had my 2nd PE, I was told that it is very unusual to survive two of these. Not sure if there are any stats about 3? Anyhow, the progress is good along this direction. Healing from surgery, even if slowed down by anticoagulation therapy required by the PE, moves forward as well. But I will have to have one more imaging test and very likely a small procedure, then recover from it, before I will be let out of here. So, the best case scenario for me to go home would be Tuesday, the realistic: a couple to a few days later, but in the coming week. The general plan remains unchanged: to recover fully and get back to the swing of things asap. I remain in good spirits and keep learning that the limits of what one can take and go through are mostly in our heads, and looking back at things, they do not look that scary bad after all. Thank you so much for cheering for me all the way, for prayers (yes, they definitely help!) and wishes. I will be back in action soon. Cheers, Artur On Wed, Mar 1, 2023 at 8:02?AM Artur Dubrawski wrote: > The doctors say my surgery on Monday was successful. > Yet it took much longer than expected - 8 hours. > I am still in the ICU but hopefully they will move me to the regular ward > today. > > Thanks very much for all your support. > Artur > -------------- next part -------------- An HTML attachment was scrubbed... URL: From mgoswami at andrew.cmu.edu Thu Mar 9 16:06:03 2023 From: mgoswami at andrew.cmu.edu (Mononito Goswami) Date: Thu, 9 Mar 2023 16:06:03 -0500 Subject: No GPU scratch space in GPU 20, 21 Message-ID: Hi all, There is no scratch space left in GPU 20 or 21 which has led multiple experiments to crash. Also, GPUs 16, 18, 19 and 22 have > 90% scratch usage. Please remove data from the scratch after your experiments are over. As a reminder: You can use *$ df -h /home/scratch/ * to check the available disk space. And *$ du -h --max-depth=1 /home/scratch/myusername/* to check how much space your files and folders in your directory take up. -- Best regards, Mononito -------------- next part -------------- An HTML attachment was scrubbed... URL: From predragp at andrew.cmu.edu Thu Mar 16 16:49:20 2023 From: predragp at andrew.cmu.edu (Predrag Punosevac) Date: Thu, 16 Mar 2023 16:49:20 -0400 Subject: Fwd: [Neocortex] Neocortex Spring 2023 Call for Proposals Now Open In-Reply-To: References: Message-ID: ---------- Forwarded message --------- From: Neocortex Updates Date: Thu, Mar 16, 2023, 4:19 PM Subject: [Neocortex] Neocortex Spring 2023 Call for Proposals Now Open To: Dear researcher, We appreciate your understanding if you receive multiple copies of this message. The AI and Big Data team at the Pittsburgh Supercomputing Center is pleased to announce that the Neocortex Spring 2023 Call for Proposals is now open. Proposals are welcomed for access to Neocortex , an innovative and exciting NSF-funded AI supercomputer. Neocortex features specialized Cerebras hardware technologies to accelerate AI and HPC research in pursuit of science, discovery, and societal good. We are accepting and reviewing applications on a rolling basis until April 12th. Applications will be reviewed as they come in. Click here to access the CFP and application link There are four tracks of project proposals: 1. ML workflows leveraging models as-is from the Cerebras Modelzoo using PyTorch and TensorFlow. - Supported models include Transformer style models such as BERT, GPT, Transformer, T5, and ViT. 2D UNet models are also supported with limited functionality. 2. ML workflows leveraging models similar to those of the Cerebras Modelzoo using PyTorch and TensorFlow. 3. General purpose projects leveraging the Cerebras SDK and CSL (the Cerebras equivalent of CUDA). 4. Domain specific programming on structured grids leveraging the specialized WFA API . Before applying, we encourage interested researchers to view the slides and recording from our informational webinar and review the call for proposals guidelines . Questions regarding Neocortex or the application process are welcomed at neocortex at psc.edu. If your proposal is successful, we expect your team would be granted access around mid-May. As a friendly reminder, there is no cost to access and use Neocortex for open research. We look forward to your application! The Neocortex team _______________________________________________ Please, do not reply to this email. The inbox is not monitored. If you want to contact us, send us an email at neocortex at psc.edu. To UNSUBSCRIBE click: https://lists.psc.edu/mailman/options/neocortex-updates/predragp%40andrew.cmu.edu?password=maarzuih&unsub=1&unsubconfirm=1 For more information on Neocortex, please visit the Neocortex website at https://www.cmu.edu/psc/aibd/neocortex/ -------------- next part -------------- An HTML attachment was scrubbed... URL: From awd at cs.cmu.edu Thu Mar 16 17:20:20 2023 From: awd at cs.cmu.edu (Artur Dubrawski) Date: Thu, 16 Mar 2023 17:20:20 -0400 Subject: [Neocortex] Neocortex Spring 2023 Call for Proposals Now Open In-Reply-To: References:

Message-ID: Team, This is definitely worth the attention of every heavy user of our computing resources: a practically free external resource one simple proposal away from your reach. Please look into it and proceed. Cheers Artur On Thu, Mar 16, 2023, 4:56 PM Predrag Punosevac wrote: > > ---------- Forwarded message --------- > From: Neocortex Updates > Date: Thu, Mar 16, 2023, 4:19 PM > Subject: [Neocortex] Neocortex Spring 2023 Call for Proposals Now Open > To: > > > Dear researcher, > > We appreciate your understanding if you receive multiple copies of this > message. > > The AI and Big Data team at the Pittsburgh Supercomputing Center is > pleased to announce that the Neocortex Spring 2023 Call for Proposals is > now open. Proposals are welcomed for access to Neocortex > , an innovative and > exciting NSF-funded AI supercomputer. Neocortex features specialized > Cerebras hardware technologies to accelerate AI and HPC research in pursuit > of science, discovery, and societal good. We are accepting and reviewing > applications on a rolling basis until April 12th. Applications will be > reviewed as they come in. > > Click here to access the CFP and application link > > > > There are four tracks of project proposals: > > > 1. > > ML workflows leveraging models as-is from the Cerebras Modelzoo using > PyTorch and TensorFlow. > - > > Supported models include Transformer style models such as BERT, > GPT, Transformer, T5, and ViT. 2D UNet models are also supported with > limited functionality. > 2. > > ML workflows leveraging models similar to those of the Cerebras > Modelzoo using PyTorch and TensorFlow. > 3. > > General purpose projects leveraging the Cerebras SDK and CSL (the > Cerebras equivalent of CUDA). > 4. > > Domain specific programming on structured grids leveraging the > specialized WFA API . > > > Before applying, we encourage interested researchers to view the slides > and recording from our informational webinar > > and review the call for proposals guidelines > . > Questions regarding Neocortex or the application process are welcomed at > neocortex at psc.edu. > > If your proposal is successful, we expect your team would be granted > access around mid-May. As a friendly reminder, there is no cost to access > and use Neocortex for open research. > > We look forward to your application! > > > The Neocortex team > > _______________________________________________ > > Please, do not reply to this email. The inbox is not monitored. If you > want to > contact us, send us an email at neocortex at psc.edu. > To UNSUBSCRIBE click: > > https://lists.psc.edu/mailman/options/neocortex-updates/predragp%40andrew.cmu.edu?password=maarzuih&unsub=1&unsubconfirm=1 > For more information on Neocortex, please visit the Neocortex website at > https://www.cmu.edu/psc/aibd/neocortex/ > -------------- next part -------------- An HTML attachment was scrubbed... URL: From awd at cs.cmu.edu Tue Mar 21 21:04:29 2023 From: awd at cs.cmu.edu (Artur Dubrawski) Date: Tue, 21 Mar 2023 21:04:29 -0400 Subject: Fwd: [ML-news] Call for Papers - Machine Learning for Healthcare - Submission deadline: April 12, 2023 In-Reply-To: References: Message-ID: Good venue, this year's highlight is our own Ina Fiterau on the Program Committee :) Artur ---------- Forwarded message --------- From: shalma... at gmail.com Date: Tue, Mar 21, 2023 at 8:54?PM Subject: [ML-news] Call for Papers - Machine Learning for Healthcare - Submission deadline: April 12, 2023 To: Machine Learning News -------------------------------------------------------------------------------- Machine Learning for Healthcare Conference (MLHC) 2023 -------------------------------------------------------------------------------- Paper Submission Deadline: Wednesday, April 12, 2023 11:59pm ? Anywhere on Earth (AoE) Conference dates: August 11-12, 2023, Lerner Hall at Columbia University, New York, NY Important Dates: Paper Submission Deadline ? Wednesday, April 12, 2023 11:59pm ? Anywhere on Earth (AoE) Author Response Due ? May 25, 2023 Acceptance Notification ? June 21, 2023 Website: https://www.mlforhc.org/ Submission Site: https://cmt3.research.microsoft.com/MLHC2023 Call for Submissions: For decades, researchers in computer science and medical informatics have developed and applied machine learning techniques in the hope of leveraging data to derive insights that could advance clinical medicine. Recently, advances in machine learning (spanning theory, methods, and tooling) and digital medicine (the advent of EHRs, public datasets, and technologically minded clinicians) have created ideal conditions for leaps forward in machine learning for healthcare. To realize this challenge, however, we must tackle two grand challenges: (i) leveraging complex data (images, other sensor data, and patient records consisting both raw and unstructured data captured at irregular intervals); (ii) the need to provide actionable insights (such as robust causal inferences about the likely impacts of interventions). Moreover, realizing the potential of machine learning in healthcare requires that technical researchers and clinicians work together to identify the right problems, obtain the right data, and verify the conclusions, and ultimately realize the potential of proposed solutions in practice. While advances in deep learning have made a dent on the complex data front, there?s far more work to be done. Meanwhile, the leap from prediction to decision-making remains in its infancy. The Machine Learning for Healthcare Conference (MLHC) is the premier publishing venue solely dedicated to work at this vibrant intersection. MLHC has brought thousands of machine learning and clinicians researchers together since its inception to present groundbreaking work (archived in the Proceedings of Machine Learning Research) and to forge new collaborations. We hope that you will submit your strongest work to MLHC 2023 and will join us at Duke in August for the conference. Appropriate submissions include both (i) novel methods that tackle fundamental problems arising in healthcare data (including sparsity, multimodal data, class imbalance, temporal dynamics, distribution shift across populations, and the need to estimate treatment effects); and (ii) end-to-end machine learning solutions to important problems in healthcare (including new methods, insightful evaluations of existing methods with results of interest to the community, and in-vivo analyses of systems deployed in the wild). We also welcome replication studies - please contact the organizers prior to submission to ensure that your paper is within scope and reviewed under the appropriate track. However, survey papers which simply summarize existing methods will not be accepted. Submissions will be reviewed by both computer scientists and clinicians. This year, like previous years, we are calling for papers in two tracks: a research paper track and a clinical abstract+software/demo track. Accepted papers will be archived through the Proceedings of Machine Learning Research (JMLR Proceedings track). While it?s impossible to enumerate every conceivable problem of interest, our guiding principle is that accepted papers should provide important new generalizable insights about machine learning in the context of healthcare. Submission Details Research Track: The review process is double blind. We expect papers to be between 10-15 pages (excluding references). While there is no strict page limit, the appropriateness of additional pages beyond the recommended length will be judged by reviewers. Please refer to the submission instructions on our website, including tips on what makes a great MLHC paper and required content. All papers will be rigorously peer-reviewed. Concerning dual submissions, research that has previously been published, or is under review, for an archival publication elsewhere may not be submitted. This prohibition concerns only archival publications/submissions and does not preclude papers accepted or submitted to non-archival workshops or preprints (e.g., to arXiv). Accepted papers will be published through The Proceedings of Machine Learning Research. Clinical Abstract and Software/Demo Track: In addition to our main research proceedings, we welcome the submission of both (i) clinical abstracts; and (ii) software/demo abstracts, to be presented in a non-archival track: Clinical abstracts typically pitch clinical problems ripe for machine learning advances or describe translational achievements. The first author and presenter of a clinical abstract track submission must be a clinician (often an MD or RN). Software demos typically introduce a tool of interest to machine learning researchers and/or clinicians in the community to use. These are often (but not necessarily) open source tools. Abstracts will not be archived. Submissions Site: https://cmt3.research.microsoft.com/MLHC2023 Program Chairs: Rajesh Ranganath (NYU), Serena Yeung (Stanford University), Zachary Lipton (Carnegie Mellon University), Shalmali Joshi (Columbia University), Madalina Fiterau (University of Massachusetts Amherst) -------------------------------------------------------------------------------- -- You received this message because you are subscribed to the Google Groups "Machine Learning News" group. To unsubscribe from this group and stop receiving emails from it, send an email to ml-news+unsubscribe at googlegroups.com. To view this discussion on the web visit https://groups.google.com/d/msgid/ml-news/d102295e-0ee2-4649-8c4c-602d96f1db37n%40googlegroups.com . -------------- next part -------------- An HTML attachment was scrubbed... URL: From awd at cs.cmu.edu Mon Mar 27 14:03:40 2023 From: awd at cs.cmu.edu (Artur Dubrawski) Date: Mon, 27 Mar 2023 14:03:40 -0400 Subject: Fwd: 2023 CMLH Fellowships in Digital Health Innovation In-Reply-To: References:

Message-ID: Fyi ---------- Forwarded message --------- From: Roni Rosenfeld Date: Mon, Mar 27, 2023, 1:35 PM Subject: Fwd: 2023 CMLH Fellowships in Digital Health Innovation To: Cc: ML-faculty , ---------- Forwarded message --------- From: Center for Machine Learning and Health Date: Mon, Mar 27, 2023 at 10:46?AM Subject: Fwd: 2023 CMLH Fellowships in Digital Health Innovation To: . Center for Machine Learning and Health *Attention Department Heads:* Please help us to send the message below as a reminder that the deadline is Friday, March 31 for full time Ph.D. students to apply for the 2023 CMLH Fellowships in Digital Health Innovation. *REMINDER!* *The Deadline is Friday, March 31 for full time Ph.D. students to apply for the 2023 CMLH Fellowships in Digital Health Innovation!* We invite applications for the Center for Machine Learning and Health (CMLH) Fellowships in Digital Health Innovation. Each fellowship provides full support for one year for a full-time, currently enrolled Ph.D. student at Carnegie Mellon University who is pursuing cutting-edge research that advances digital health, broadly defined. For more information and the format of the application, please refer to the CMLH Fellowships in Digital Health Innovation website: https://www.cs.cmu.edu/cmlh/fellowships-digital-health *Who is eligible:* - Full-time, currently enrolled Ph.D. students at Carnegie Mellon University. - Students with a primary research project related to digital health in one of the themes listed in the application. - Students must be enrolled in the Ph.D. program for a full academic year for the duration of the fellowship. - We welcome projects at any stage, both initial and mature. *What you get:* - One year of tuition and stipend support (including summer stipend) - $3,000 in funding to support the underlying research, including conference travel for paper presentation, equipment, and human-subject experiments. *Applications are due March 31, 2023** -End of Day (midnight, EST)* *Please Note: Applications will not be considered complete until we receive both Letters of Recommendation. We cannot review the application until these letters have been received by our center. We will not consider late applications.* For any remaining questions, please contact *cmlh at cs.cmu.edu* *.* Kind Regards, The Center for Machine Learning and Health -------------- next part -------------- An HTML attachment was scrubbed... URL: From awd at cs.cmu.edu Thu Mar 30 10:10:00 2023 From: awd at cs.cmu.edu (Artur Dubrawski) Date: Thu, 30 Mar 2023 10:10:00 -0400 Subject: Fwd: CAIDP Files FTC Complaint on OpenAI In-Reply-To: <1140034860700.1138211527933.1689630154.0.530730JL.2002@synd.ccsend.com> References: <1140034860700.1138211527933.1689630154.0.530730JL.2002@synd.ccsend.com> Message-ID: intriguing ---------- Forwarded message --------- From: CAIDP Date: Thu, Mar 30, 2023 at 7:45?AM Subject: CAIDP Files FTC Complaint on OpenAI To: Important Announcement CAIDP Update Special Thursday, March 30, 2023 Contact: Selim Alan, CAIDP Communications Director selim at caidp.org CAIDP FILES FORMAL COMPLAINT WITH FTC, URGING INVESTIGATION OF OPENAI AND SUSPENSION OF LARGE LANGUAGE MODEL SALES, INCLUDING GPT-4 CAIDP Says OpenAI Violated Section 5 of the FTC Act, FTC Guidance for AI Products, and Rules for Governance of AI WASHINGTON DC - The Center for AI and Digital Policy (CAIDP) today filed a complaint with the Federal Trade Commission (FTC) charging that OpenAI?s recently launched GPT-4 product violates federal consumer protection law. CAIDP has asked the FTC to open an investigation and then to suspend the further deployment of GPT commercial products until the company complies with the FTC Guidance for AI products. ?The FTC has a clear responsibility to investigate and prohibit unfair and deceptive trade practices. We believe that the FTC should look closely at OpenAI and GPT-4,? said Marc Rotenberg, President and General Counsel of the Center. ?We are specifically asking the FTC to determine whether the company has complied with the guidance the federal agency has issued.? Just one week ago, the FTC told American companies advertising AI products, ?Merely warning your customers about misuse or telling them to make disclosures is hardly sufficient to deter bad actors. Your deterrence measures should be durable, built-in features and not bug corrections or optional features that third parties can undermine via modification or removal.? The OpenAI GPT-4 System Card, a technical description of the product describes almost a dozen major risks, The CAIDP FTC Complaint quotes extensively from the GPT-4 System Card including ?Disinformation and influence operations,? ?Proliferation of conventional and unconventional weapons,? and ?Cybersecurity.? OpenAI has warned that ?AI systems will have even greater potential to reinforce entire ideologies, worldviews, truths and untruths, and to cement them or lock them in, foreclosing future contestation, reflection, and improvement.? The FTC has announced a wide range of business practices that companies offering AI products are expected to follow. For example, the FTC has said that AI companies should ?ensure that data and models are empirically sound.? The FTC has also said companies should ?embrace transparency.? And FTC Commissioner Slaughter has said that any claims that AI companies make about their products ?must be supported by verifiable substantiation.? Merve Hickok, Chair and Research Director of CAIDP, said ?We are at a critical moment in the evolution of AI products. We recognize the opportunities and we support research. But without the necessary safeguards established to limit bias and deception, there is a serious risk to businesses, consumers, and public safety. The FTC is uniquely positioned to address this challenge.? Ms. Hickok testified before the House Oversight Committee earlier this month. She warned Congress that ?we do not have the guardrails in place, the laws that we need, the public education, or the expertise in government to manage the consequences of the rapid changes that are now taking place.? AI policymakers outside the United States are also following closely the regulatory response to GPT-4. European consumer organizations have been at the forefront of efforts to establish new safeguards for the public. Ursula Pachl, CAIDP board member and Deputy Director General of the European Consumer Organisation (BEUC), said, ?CAIDP has raised critical issues about the impact of GPT-4 on consumer protection, data protection and privacy, and public safety.? Ms. Pachl continued, ?This complaint should serve as a wake-up call in the EU. The EU?s proposed AI Act is currently under discussion but it will only fully apply in 3 to 4 years. We call on EU authorities to launch an investigation now into the risks of Chat GPT and similar chatbots for European consumers.? BEUC is the umbrella group for 46 independent consumer organizations from 32 countries. The main role is to represent these organizations to the EU institutions and defend the interests of European consumers. ABOUT CAIDP The Center for AI and Digital Policy is a non-profit, research organization , incorporated in Washington, DC. The mission of CAIDP is to ?promote a better society, more fair, more just ?a world where technology promotes broad social inclusion based on fundamental rights, democratic institutions, and the rule of law." CAIDP?s global network of AI policy experts and advocates spans 60 countries. CAIDP routinely provides advice on emerging AI policies to national governments and international organizations. CAIDP, In the Matter of OpenAI (FTC 2023) Register Subscribe to CAIDP | Let us know your suggestions here . | Privacy Policy | Contact | Donate | [image: Twitter] [image: Linkedin] CAIDP | 1100 13th ST NW, Suite 800, Washington, DC 20005 Unsubscribe awd at cs.cmu.edu Update Profile | Constant Contact Data Notice Sent by admin at caidp.org powered by [image: Trusted Email from Constant Contact - Try it FREE today.] Try email marketing for free today! -------------- next part -------------- An HTML attachment was scrubbed... URL: From predragp at andrew.cmu.edu Thu Mar 30 11:07:48 2023 From: predragp at andrew.cmu.edu (Predrag Punosevac) Date: Thu, 30 Mar 2023 11:07:48 -0400 Subject: =?UTF-8?Q?Fwd=3A_=5BNeocortex=5D_Friendly_reminder=3A_Neocortex_Spring?= =?UTF-8?Q?_2023_Call_for_Proposals_=E2=80=93_Apply_by_April_12th?= In-Reply-To: References: Message-ID: ---------- Forwarded message --------- From: Neocortex Updates Date: Thu, Mar 30, 2023, 11:06 AM Subject: [Neocortex] Friendly reminder: Neocortex Spring 2023 Call for Proposals ? Apply by April 12th To: Dear researcher, The AI and Big Data Team at PSC encourages all interested researchers to apply for 1-year allocations on Neocortex , by April 12th. Neocortex, an NSF-funded testbed system, features the specialized Cerebras WSE chip designed to accelerate AI and HPC research in pursuit of science, discovery, and societal good. Applications leveraging large natural language processing models are encouraged. Below, you can find the four types of applications of interest including non-AI areas. Access to Neocortex is offered at no-cost for open science research. More info and application link! Applications of interest: 1. ML workflows leveraging models as-is from the Cerebras Modelzoo using PyTorch and TensorFlow. - Supported models include Transformer style models such as BERT, GPT, Transformer, T5, and ViT. 2D UNet models are also supported with limited functionality. 1. ML workflows leveraging models similar to those of the Cerebras Modelzoo using PyTorch and TensorFlow. 1. General purpose projects leveraging the Cerebras SDK and CSL (the Cerebras equivalent of CUDA). 1. Domain specific programming on structured grids leveraging the specialized WFA API . We encourage interested researchers to view the slides and recording from our informational webinar and review the call for proposals guidelines . Questions regarding Neocortex or the application process are welcomed at neocortex at psc.edu. We look forward to your application! Paola A. Buitrago PI and Project Director, Neocortex Director of AI and Big Data, PSC P.S. We appreciate your understanding if you receive multiple copies of this message. _______________________________________________ Please, do not reply to this email. The inbox is not monitored. If you want to contact us, send us an email at neocortex at psc.edu. To UNSUBSCRIBE click: https://lists.psc.edu/mailman/options/neocortex-updates/predragp%40andrew.cmu.edu?password=maarzuih&unsub=1&unsubconfirm=1 For more information on Neocortex, please visit the Neocortex website at https://www.cmu.edu/psc/aibd/neocortex/ -------------- next part -------------- An HTML attachment was scrubbed... URL: