Assignments Grades | |
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Dear students, The grades for the assignments have been published in the course website. The project grades and final grades will be published by next week. Regards, Course Staff |
| פורסם ב-11/12/2024, 17:24:22 Created on 11/12/2024, 17:24:22 Создано11/12/2024, 17:24:22 تم النشر ب-11/12/2024, 17:24:22 |
Zoom link for today's presentations | |
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Dear students, The link for today's is: https://technion.zoom.us/j/93891041465?pwd=TPgTDDjqd69bvne92JD47JdhKsxmFQ.1 Also, please send the presentations to Yaniv and Avi Good Luck |
| עדכון אחרון ב-28/10/2024, 12:06:53 Last updated on 28/10/2024, 12:06:53 Последняя модификация28/10/2024, 12:06:53 تمت الحتلنة الأخيرة ب-28/10/2024, 12:06:53 |
Final Presentations schedule | |
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Dear students, The link to the presentation schedule is as follows: https://docs.google.com/spreadsheets/d/1pvmrG_xs7e4y_pmXYLqglArVh0VUZwWFRasW0sZL3dM/edit?usp=sharing If any group is yet to register, please contact Yaniv ASAP Good Luck, Course staff |
| עדכון אחרון ב-27/10/2024, 22:33:29 Last updated on 27/10/2024, 22:33:29 Последняя модификация27/10/2024, 22:33:29 تمت الحتلنة الأخيرة ب-27/10/2024, 22:33:29 |
Room for final project presentations | |
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Dear Students, The project presentations tomorrow will be held in Taub 9. We will publish a Zoom link for presentation and precipitation, but we prefer for you to arrive in person if possible. Good Luck, Course staff |
| עדכון אחרון ב-27/10/2024, 14:42:02 Last updated on 27/10/2024, 14:42:02 Последняя модификация27/10/2024, 14:42:02 تمت الحتلنة الأخيرة ب-27/10/2024, 14:42:02 |
H.W issues update | |
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Dear students, The benchmark.py has been updated in both assignments to allow for either of the approved input formats. The allowed formats are a single data tensor or a list of tensors. Both assignments were reopened for submission until the 3/11 We ask students with runtime errors to resubmit the assignment by this date. We'll contact students with runtime errors through mail to provide details, in which case you may resubmit the assignment by the given date. In addition, for each assignment, we've detailed below the run command for the benchmark, the ID of received submissions, and the ID of submissions with runtime errors. H.W1: Run command: python benchmark.py The ID of received submissions: 206180507_316060813, 207069873_209129972, 207258476_322335050, 207746868_209400472, 209145101_209288539, 209462415, 312250285_316468685 ,345683270, 941164857 The ID of submissions with errors: 206180507_316060813, 207258476_322335050, 209145101_209288539, 209462415, 312250285_316468685 ,345683270, 941164857 H.W2: Run command for bool data type (other data types will be similarly tested): python benchmark.py --num_examples 10000 --num_runs 200 --dtype bool The ID of received submissions: 206180507_316060813, 207069873_209129972, 207258476_322335050, 207746868_209400472, 209145101_209288539, 312250285_316468685, 941164857] The ID of submissions with errors: 206180507_316060813, 207258476_322335050, 207746868_209400472, 209145101_209288539, 312250285_316468685, 941164857 Regards, Yaniv & Course Staff |
| עדכון אחרון ב-24/10/2024, 17:12:33 Last updated on 24/10/2024, 17:12:33 Последняя модификация24/10/2024, 17:12:33 تمت الحتلنة الأخيرة ب-24/10/2024, 17:12:33 |
H.W benchmark update | |
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Dear Students, As it seems the Guide instructions were not clear, we have decided to allow for several input options for the implemented method. we will allow for both a list of tensors or a single tensor containing each of the inputs to the matmul method. I will contact any students who still has issues in their code via mail. Regards, Yaniv & Course Staff |
| עדכון אחרון ב-23/10/2024, 17:28:21 Last updated on 23/10/2024, 17:28:21 Последняя модификация23/10/2024, 17:28:21 تمت الحتلنة الأخيرة ب-23/10/2024, 17:28:21 |
H.W resubmmision | |
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Dear Students, The code most of you submitted in the assignments contains syntax errors that do not align with the H.W. guide. These do not allow us to compare the computational portion of the grades correctly. We have updated the H.W. assignments ZIP with a benchmark.py file. This benchmark will be used to test the implementations you have provided. Please ensure your submissions align with the required syntax and resubmit them. We allow resubmission until 3.10, after which assignments with persisting issues will not be graded. Regards, Course Staff |
| עדכון אחרון ב-22/10/2024, 17:02:47 Last updated on 22/10/2024, 17:02:47 Последняя модификация22/10/2024, 17:02:47 تمت الحتلنة الأخيرة ب-22/10/2024, 17:02:47 |
Final Project presentations | |
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Dear Students, The final project presentations are scheduled for Monday (28.10) from 12:00 to 19:30. We remind you that all students must register for the presentation via the following link; please do so as soon as possible. https://forms.gle/VQxQ4WDipD4kabT46 Please note that all students must register and present their project on this date without exceptions. After the presentation, we will allow postponement for submitting the final report to students that require such. In addition, all students must attend all the presentations. However, please get in touch with me or Avi if you cannot participate due to exams. In that case, please register to present at a time that does not conflict with your exams. The presentations will be at the Taub building, with the room TBD. You may present and attend in person or via Zoom, the link for which will be published on the website. Good Luck, Course Staff |
| עדכון אחרון ב-21/10/2024, 15:07:49 Last updated on 21/10/2024, 15:07:49 Последняя модификация21/10/2024, 15:07:49 تمت الحتلنة الأخيرة ب-21/10/2024, 15:07:49 |
Registration to Final Project presentations | |
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Dear Students, The project guide has been updated with dates and a link to the registration form for the final project presentation. The presentations are scheduled for the 28/10 at 12:00-19:30. The final report submission should include any alteration notes given during the presentation and is due 3/11. The link to the registration form is : https://forms.gle/VQxQ4WDipD4kabT46 We remind you that each project must register to present on these dates and that you are required to prepare a presentation. |
| פורסם ב-11/9/2024, 15:57:12 Created on 11/9/2024, 15:57:12 Создано11/9/2024, 15:57:12 تم النشر ب-11/9/2024, 15:57:12 |
Zoom link for today's Class | |
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Zoom link for the project proposal presentations: https://technion.zoom.us/j/91016205422?pwd=GFXlvdFc0wsPnWvvxNPSz7xXuqiWyo.1 |
| פורסם ב-25/8/2024, 16:23:23 Created on 25/8/2024, 16:23:23 Создано25/8/2024, 16:23:23 تم النشر ب-25/8/2024, 16:23:23 |
Students presentations today to be via zoom | |
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Dear students, Due to the situation, the project proposal presentations scheduled for today will be conducted via zoom. A link will be published shortly before the class starts. Students which are unable to present due to the situation can email the course staff and we'll try to find a solution. We recommend that you present today if possible, so as to avoid conflicts with the exam period. Good luck and stay safe, Course staff |
| פורסם ב-25/8/2024, 07:15:55 Created on 25/8/2024, 07:15:55 Создано25/8/2024, 07:15:55 تم النشر ب-25/8/2024, 07:15:55 |
schedule for project presentation and canellation of this week's class | |
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Dear students, Since nearly all students registered for a presentation on Sunday, 25/08, we have decided to schedule the presentation only on that date. Therefore, the presentation will be scheduled from 16:30 to 20:00, with the class being extended by half an hour. This week's class on Thursday, 20.8, will be accordingly canceled. The link to the updated presentations scheduled is added here: https://docs.google.com/spreadsheets/d/1LnMr_nsQ7FL_5yNqKkqyUZxg8hnXT8nmGp58dMHHNWc/edit?usp=sharing Regards, Course Staff |
| פורסם ב-18/8/2024, 19:27:01 Created on 18/8/2024, 19:27:01 Создано18/8/2024, 19:27:01 تم النشر ب-18/8/2024, 19:27:01 |
Registration to Project Proposals presentation | |
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Dear Students, The project guide has been updated with dates and a link to the registration form for the project proposal presentation. The presentations are scheduled for the last two classes of the semester on 20/08 and 25/08. The link to the registration form is : https://forms.gle/xec4kVTuQV8KqYES8 We remind you that each project must register to present on these dates and that you are required to prepare a presentation. Regards, Course Staff |
| עדכון אחרון ב-4/8/2024, 20:22:00 Last updated on 4/8/2024, 20:22:00 Последняя модификация4/8/2024, 20:22:00 تمت الحتلنة الأخيرة ب-4/8/2024, 20:22:00 |
שעת קבלה להצעות פרויקט -- יום שלישי 3:30 - 4:40 (טאוב 4) | |
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למי שעדיין לא בחר נושא, ולמי שרוצה להיעץ בנושא פרויקט הגמר, הוספנו שעת קבלה לפני השעור הקרוב (שלישי 15:30-16:30 טאוב 4). מועד אחרון להגשת הנושא תוכנן לאותו היום, אך אנו נאפשר הגשה עד לסוף השבוע. אנו מבקשים מכל הסטודנטים שעדיין לא אישרו נושא לפרוייקט להגיע במועד זה. אנו מזכירים לכם שהצגת הצעות הפרוייקט יהיו בשני השיעורים האחרונים. שבוע הבא אין שעור ביום שלישי, כך שהשעור האחרון יהיה ביום ראשון (25.08) שמלומד במתכונת יום שלישי. השבוע יפורסם טופס הרשמה להצגה לפי שעות, עליכם להירשם לשעה שתציגו לפי בחירתכם ולהכין מצגת להצגה. כל הסטודנטים מתבקשים להגיע לכל הצגות הפרוייקטים. בהצלחה, סגל הקורס |
| פורסם ב-4/8/2024, 15:27:45 Created on 4/8/2024, 15:27:45 Создано4/8/2024, 15:27:45 تم النشر ب-4/8/2024, 15:27:45 |
Project Proposals due Tuesday | |
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Dear students, The project titles for those authorized have been added to the course website. All students who have yet to authorize their project proposal are urged to send them to the course staff ASAP. We remind you that authorizing your project proposal is due Tuesday (6.8). Students who will not submit their proposal by the due date may have points deducted from their project proposal presentation grade. Good luck, Course Staff |
| פורסם ב-1/8/2024, 14:43:52 Created on 1/8/2024, 14:43:52 Создано1/8/2024, 14:43:52 تم النشر ب-1/8/2024, 14:43:52 |
Guest Lecture this week | |
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Dear Students, This Tuesday there will be another guest lecture. The lecture will be given by Liad Gerstman which will discuss his research on GNN and dedicated architectures. We remind you that attendance is mandatory in this course and especially for guest lectures and students presentations. The attendance in the last guest lecture was noticeably low, and we expect all students to attend this and following lectures. While we do not wish to record attendance in the course, we will do so if the situation persist. See you all, in person or via zoom Tuesday, Course Staff |
| פורסם ב-28/7/2024, 17:07:21 Created on 28/7/2024, 17:07:21 Создано28/7/2024, 17:07:21 تم النشر ب-28/7/2024, 17:07:21 |
Project Proposals | |
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Dear students, The submission of the project proposals has been postponed to 6.8. However, notice that the proposal presentations are scheduled for the last 1-2 semester lectures (depending on the number of authorized projects). As detailed in the project guide, a registration form will be published for the presentations. Attendance at these presentations is mandatory for all students. We view the submission and presentation of the project proposals as an essential step in producing successful projects, and they accordingly encompass a significant part of your final grade. These proposals should be short paragraphs detailing the paper or papers on which you wish to base your project and the research questions on which you will focus. We ask that you submit your proposals as soon as possible to allow time for our feedback and instructions. Good luck, Course Staff |
| עדכון אחרון ב-23/7/2024, 19:00:16 Last updated on 23/7/2024, 19:00:16 Последняя модификация23/7/2024, 19:00:16 تمت الحتلنة الأخيرة ب-23/7/2024, 19:00:16 |
Clerfication on theoretical projects | |
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Dear students, Theoretical projects will only be approved in scenarios where practical implementations cannot be tested. This is mainly relevant for comparison of hardware architectures where the hardware is not available. To clarify, your projects should contain a practical section unless such cannot be deployed. In addition, when approved, theoretical projects are expected to encompass multiple papers and in depth comparisons. Such projects are held to higher standard and should discuss how a practical evaluation could be potentially deployed. Regards, Course staff |
| פורסם ב-23/7/2024, 17:08:18 Created on 23/7/2024, 17:08:18 Создано23/7/2024, 17:08:18 تم النشر ب-23/7/2024, 17:08:18 |
ביטול שינוי -- קיבלתי הודעה שהכיתה התפנתה ולכן חוזרים לטאוב 4 |
| פורסם ב-23/7/2024, 14:37:50 Created on 23/7/2024, 14:37:50 Создано23/7/2024, 14:37:50 تم النشر ب-23/7/2024, 14:37:50 |
בגלל עבודות שיפוץ, הקורס היום (7.23) עובר (חד פעמי) לטאוב 6!!! | |
| בגלל עבודות שיפוץ, הקורס היום עובר (חד פעמי) לטאוב 6!!! |
| פורסם ב-23/7/2024, 14:17:57 Created on 23/7/2024, 14:17:57 Создано23/7/2024, 14:17:57 تم النشر ب-23/7/2024, 14:17:57 |
material for final work | |
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Hi, Unfortunately, The Zoom didn't record the last class (number 7). Sorry about that. The video of the Gil (Nvidia) is under review and will be uploaded soon. I couldn't load the papers to the GR (some security issue), so I created a directory on my google drive and share it with you. So, the papers for the final work can be found in https://drive.google.com/drive/folders/1eFmk2U0q4enMoTTiTdV-FK000EWFaQwK?usp=sharing (I will keep updating the drive) Next class we will have a talk from QUALCOMM on machine learning on cellular phones and the week after we will discuss support for GNNs |
| פורסם ב-17/7/2024, 21:18:47 Created on 17/7/2024, 21:18:47 Создано17/7/2024, 21:18:47 تم النشر ب-17/7/2024, 21:18:47 |
Project Proposal Workshop | |
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Dear Students, This week, we will conduct a mandatory project proposal workshop during the course hours. The workshop will take place on Tuesday from 17:30 to 19:30, and the lecture before it will be as usual. All students must attend in person, and Zoom participation will only be authorized for exceptional circumstances. We will first present several potential research directions and continue to conduct individual project discussions with each team. The submission of project proposals is due on 30.7 Each group must submit and authorize their proposal before the due date. The project proposal guide has been updated with said date; please refer to it for further instructions. Regards, Course Staff |
| עדכון אחרון ב-14/7/2024, 15:55:24 Last updated on 14/7/2024, 15:55:24 Последняя модификация14/7/2024, 15:55:24 تمت الحتلنة الأخيرة ب-14/7/2024, 15:55:24 |
הרצאת אורח ביום שלישי -- גיל בלוך מנבידיה | |
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Special talk: "System architecture for training quadrillion parameters LLM" – a view from Nvidia’s perspective. Speaker: Gil Bloch -- Nvidia Where: Tab 4 When: Tuesday 9/07/2024 ההרצאה פתוחה לכל הסטודנטים -- אנא הפיצו |
| פורסם ב-8/7/2024, 11:26:10 Created on 8/7/2024, 11:26:10 Создано8/7/2024, 11:26:10 تم النشر ب-8/7/2024, 11:26:10 |
Practical Assignment 2 | |
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Dear students, Practical Assignment 2 has been published on the course's website. This assignment is a direct continuation of the first for various data types. Notice that we have increased the number of matrices in this assignment to N=10000 Good luck, Course Staff |
| פורסם ב-25/6/2024, 20:01:54 Created on 25/6/2024, 20:01:54 Создано25/6/2024, 20:01:54 تم النشر ب-25/6/2024, 20:01:54 |
H.W QA policy | |
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Dear Students, Please refer all questions regarding the H.W to the course's WhatsApp group. Questions submitted via other means will not be answered. In addition, please look over the chat history before you ask to see if similar questions have been previously answered. Regards, Yaniv and course staff |
| עדכון אחרון ב-25/6/2024, 12:37:32 Last updated on 25/6/2024, 12:37:32 Последняя модификация25/6/2024, 12:37:32 تمت الحتلنة الأخيرة ب-25/6/2024, 12:37:32 |
Practical Assignment 1 updated | |
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Dear students, As previously informed in the course's WhatsApp group, the guide for practical assignment 1 has been updated with the shape and data type of the input and output tensors. Regards, Course Staff |
| פורסם ב-19/6/2024, 15:13:10 Created on 19/6/2024, 15:13:10 Создано19/6/2024, 15:13:10 تم النشر ب-19/6/2024, 15:13:10 |
Practical Assignment 1 updated | |
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Dear students, The environment installation guide in HW1 has been updated to be compatible with the lambda computational server. Please make sure you install the environment correctly according to the new guide Regards, Course Staff |
| פורסם ב-6/6/2024, 16:48:49 Created on 6/6/2024, 16:48:49 Создано6/6/2024, 16:48:49 تم النشر ب-6/6/2024, 16:48:49 |
Access to the lambda computational server | |
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Dear Students, The group for access to the computational server has been opened. If not already, all students who requested should be able to connect to the server in the following days. Students who have yet to request access are encouraged to do so as soon as possible. In addition, please refer to the following link for instructions on utilizing the computational server: https://aihpc.cs.technion.ac.il/lambda/ Regards, Course Staff |
| עדכון אחרון ב-5/6/2024, 15:08:32 Last updated on 5/6/2024, 15:08:32 Последняя модификация5/6/2024, 15:08:32 تمت الحتلنة الأخيرة ب-5/6/2024, 15:08:32 |
Practical Assignment 1 updated | |
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Dear Student, We have updated the assignment, so you must submit a "setup.py" file capable of building and installing your implementation. Doing so should allow you more freedom in your implementation. Regards, Course Staff |
| פורסם ב-5/6/2024, 14:51:33 Created on 5/6/2024, 14:51:33 Создано5/6/2024, 14:51:33 تم النشر ب-5/6/2024, 14:51:33 |
Zoom link for lessons | |
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Dear students, The following zoom link can be used for all the course lessons: https://technion.zoom.us/j/92813322068 Regards, Course Staff |
| פורסם ב-4/6/2024, 19:43:39 Created on 4/6/2024, 19:43:39 Создано4/6/2024, 19:43:39 تم النشر ب-4/6/2024, 19:43:39 |
Practical Assignment 1 updated | |
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Dear students, Assignment 1 has been updated; please notice the following changes: 1. The guide for installing the environment now contains specific versions of the packages to install; your submissions will be tested using this environment 2. A typo in the submitted file names has been fixed, please notice that you must submit 3 files named: matmul.py, matmuk_cuda.cpp, matmuld_cuda_kernel.cu 3. A paragraph named "matmul signature and IO" has been added to section 4.2. This paragraph details the signature call and input/output parameters required for the implementation. Regards, Course Staff |
| פורסם ב-4/6/2024, 19:42:29 Created on 4/6/2024, 19:42:29 Создано4/6/2024, 19:42:29 تم النشر ب-4/6/2024, 19:42:29 |
Today's lesson is moved to Taub 2 | |
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Dear students, A reminder that today's lecture and tutorial will be moved to Taub 2. Regards, Course Staff |
| פורסם ב-4/6/2024, 13:46:30 Created on 4/6/2024, 13:46:30 Создано4/6/2024, 13:46:30 تم النشر ب-4/6/2024, 13:46:30 |
Practical Assignment 1 | |
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Dear students, Practical assignment 1 have been published in the course's website Regards, Course Staff |
| פורסם ב-3/6/2024, 19:05:39 Created on 3/6/2024, 19:05:39 Создано3/6/2024, 19:05:39 تم النشر ب-3/6/2024, 19:05:39 |
Access to the lambda computational server | |
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Dear Students, We are opening a student group for the course on the lambda computational server. You will need to use the server for the course's homework, and we ask that all students that do not already have access to the server send an email to Yaniv(uyanemcovskyatgmail.com), contacting the following details: - Full Name - ID number - Campus mail address Regards, Cousre Staff |
| פורסם ב-3/6/2024, 16:13:48 Created on 3/6/2024, 16:13:48 Создано3/6/2024, 16:13:48 تم النشر ب-3/6/2024, 16:13:48 |
Course Whatsapp group | |
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Dear Students, We have opened a WhatsApp group for the course. You may use it to find homework partners and to ask relevenat questions. link to join group: https://chat.whatsapp.com/GHY3nISDb1t85tf7dNy4Ro Regards, Course Staff |
| פורסם ב-3/6/2024, 16:07:47 Created on 3/6/2024, 16:07:47 Создано3/6/2024, 16:07:47 تم النشر ب-3/6/2024, 16:07:47 |
Zoom link to today's presentation | |
| https://technion.zoom.us/j/92813322068 |
| פורסם ב-28/5/2024, 17:24:27 Created on 28/5/2024, 17:24:27 Создано28/5/2024, 17:24:27 تم النشر ب-28/5/2024, 17:24:27 |
Location changes for course lectures | |
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Dear Students, The course Lectures and tutorials will take place in Taub 4, except for those in the second week of the semester (4.6) which will take place in Taub 2. Good Luck, Course staff |
| פורסם ב-26/5/2024, 15:49:41 Created on 26/5/2024, 15:49:41 Создано26/5/2024, 15:49:41 تم النشر ب-26/5/2024, 15:49:41 |