Project's office hours change for next week | |
| Dear students, The project's office hours for next week (12.9) will be canceled and will be given instead on Thursday the 15.9 at 1400-16:00. Thanks, Course Staff. |
| עדכון אחרון ב- 6/9/2022, 16:37:39 Last updated on 6/9/2022, 16:37:39 Последняя модификация 6/9/2022, 16:37:39 تمت الحتلنة الأخيرة ب- 6/9/2022, 16:37:39 |
HW4 office hours recording updated | |
| Dear students, The recording from today's project-related office hours was uploaded to the recordings folder at the following link: https://drive.google.com/drive/folders/1QvjLU3qAVXIpyR1vbYmkYANta5CKvE_B?usp=sharing Good luck and enjoy, Course Staff. |
| פורסם ב- 6/9/2022, 16:32:21 Created on 6/9/2022, 16:32:21 Создано 6/9/2022, 16:32:21 تم النشر ب- 6/9/2022, 16:32:21 |
HW4 office hours recording and guideline update | |
| Dear students, The grading composition was updated in the project's guideline, Please see it in the following link: https://drive.google.com/file/d/1yeEG9P05YQ9dJqMv3IjxXwWuvvgFWNrG/view?usp=sharing The recordings from the project-related office hours so far were updated in the following link: https://drive.google.com/drive/folders/1QvjLU3qAVXIpyR1vbYmkYANta5CKvE_B?usp=sharing Good luck and enjoy, Course Staff. |
| עדכון אחרון ב- 30/8/2022, 18:11:24 Last updated on 30/8/2022, 18:11:24 Последняя модификация 30/8/2022, 18:11:24 تمت الحتلنة الأخيرة ب- 30/8/2022, 18:11:24 |
HW4 important notice | |
| Dear students, Please notice that the test criterion used for estimating the results of the competitive sections will be l_VO. In order to compute this test criterion correctly in the code you have been provided with, you are required to change the default value of the parameter calc_target_t_product in the VOCriterion from "True" to "False". This can be done by replacing line 172 in the file: "loss.py" from: self.calc_target_t_product = True To: self.calc_target_t_product = False Good luck and enjoy, Course staff. |
| עדכון אחרון ב- 30/8/2022, 18:11:59 Last updated on 30/8/2022, 18:11:59 Последняя модификация 30/8/2022, 18:11:59 تمت الحتلنة الأخيرة ب- 30/8/2022, 18:11:59 |
recording of project-related office hours | |
| Dear students, The recording of yesterday's project-related office hours is available at the following link: https://technion.zoom.us/rec/share/e_GiBr2QbYij_PIHyjeREVux3sshuCupN9XZUeR32PsHXPg2d6CFePAol29q2zeS._uUyGcJt8k1klvl1?startTime=1660742351000 Passcode: 4#4RJ&4F Good luck and enjoy, Yaniv & Course Staff. |
| פורסם ב- 24/8/2022, 11:09:28 Created on 24/8/2022, 11:09:28 Создано 24/8/2022, 11:09:28 تم النشر ب- 24/8/2022, 11:09:28 |
recording of project-related office hours | |
| Dear students, The recording of last week's project-related office hours is available at the following link: https://technion.zoom.us/rec/share/vE8pRHiyMz59fJlQxtoKfS9RfhVFXwZ2qpAoJN2a_pNLtsZ8iDKRzTnLZej-FYwt.qWlsCTIXXrx8fp01?startTime=1660742351000 Passcode: 4#4RJ&4F Good luck and enjoy, Yaniv & Course Staff. |
| פורסם ב- 22/8/2022, 15:46:03 Created on 22/8/2022, 15:46:03 Создано 22/8/2022, 15:46:03 تم النشر ب- 22/8/2022, 15:46:03 |
Project's office hours change for this week | |
| Dear students, The project's office hours for this week will be canceled and given this Wednesday instead at 1600-18:00. Thanks, Yaniv & Course Staff. |
| עדכון אחרון ב- 15/8/2022, 12:05:56 Last updated on 15/8/2022, 12:05:56 Последняя модификация 15/8/2022, 12:05:56 تمت الحتلنة الأخيرة ب- 15/8/2022, 12:05:56 |
HW4 Update | |
| Dear students, We have published an update to the guideline document of the project. Please see it in the following link: https://drive.google.com/file/d/1yeEG9P05YQ9dJqMv3IjxXwWuvvgFWNrG/view?usp=sharing Also, the recordings from the project-related office hours so far can be downloaded from the following link: https://drive.google.com/drive/folders/1QvjLU3qAVXIpyR1vbYmkYANta5CKvE_B?usp=sharing Good luck and enjoy, Course staff. |
| פורסם ב- 9/8/2022, 18:04:55 Created on 9/8/2022, 18:04:55 Создано 9/8/2022, 18:04:55 تم النشر ب- 9/8/2022, 18:04:55 |
HW4 Office hours | |
| Dear students, The project's office hours for this week will be canceled and given this Wednesday instead at 1400-16:00. Thanks, Yaniv & Course Staff. |
| פורסם ב- 31/7/2022, 15:00:02 Created on 31/7/2022, 15:00:02 Создано 31/7/2022, 15:00:02 تم النشر ب- 31/7/2022, 15:00:02 |
HW4 Update | |
| Dear students, We have published an update to the guideline document of the project. Please see it on the course site. https://vistalab-technion.github.io/cs236781/assignments/final-project Also, the recording from the first project-related office hour can be downloaded from the following link: https://drive.google.com/file/d/1gUJ2sCISNm5ddO7PtEeFa2eHl6h6J3JB/view?usp=drive_web Good luck and enjoy, Course staff. |
| עדכון אחרון ב- 23/7/2022, 21:03:14 Last updated on 23/7/2022, 21:03:14 Последняя модификация 23/7/2022, 21:03:14 تمت الحتلنة الأخيرة ب- 23/7/2022, 21:03:14 |
HW4: Final Project | |
| Dear students, We have published the final assignment. Please see it on the course site. https://vistalab-technion.github.io/cs236781/assignments/final-project Good luck and enjoy, Course staff. |
| עדכון אחרון ב- 4/7/2022, 00:49:40 Last updated on 4/7/2022, 00:49:40 Последняя модификация 4/7/2022, 00:49:40 تمت الحتلنة الأخيرة ب- 4/7/2022, 00:49:40 |
Today's tutorial cancelled (30/06) | |
| Dear students, Today's tutorial (Thursday, 30/06) will not be given. The full material and video is available on the course site: https://vistalab-technion.github.io/cs236781/tutorials/tutorial_10/ Thanks, Aviv & Course Staff. |
| עדכון אחרון ב- 30/6/2022, 09:19:04 Last updated on 30/6/2022, 09:19:04 Последняя модификация 30/6/2022, 09:19:04 تمت الحتلنة الأخيرة ب- 30/6/2022, 09:19:04 |
Today's tutorial moved to zoom (16/06) | |
| Dear students, Due to covid restrictions, today's tutorial (Thursday, 16/06) will be given via zoom, at the following link: https://technion.zoom.us/j/94583414247?pwd=YlYyRTRFbnBNeHR5YzZGeWZKdU4yUT09 See you. Aviv & Course Staff. |
| פורסם ב- 16/6/2022, 09:14:13 Created on 16/6/2022, 09:14:13 Создано 16/6/2022, 09:14:13 تم النشر ب- 16/6/2022, 09:14:13 |
Tomorrow's lecture is cancelled | |
| Dear Students, Tomorrow 16.06, we will not have a complimentary lecture. The last two lectures of the semester will be handled at 23.06 at 30.06 as planned. Regards, Course staff |
| עדכון אחרון ב- 15/6/2022, 17:50:39 Last updated on 15/6/2022, 17:50:39 Последняя модификация 15/6/2022, 17:50:39 تمت الحتلنة الأخيرة ب- 15/6/2022, 17:50:39 |
Homework2 Appealing Policy | |
| Dear Students, We have published the grades. Most of the deducted points were due to bad experimental results and partial answer to the open questions. Be aware that the whole assignment will be re-examined and re-graded in the case of an appellation. I.e.,we will not turn a blind eye towards slight inconsistencies and mistakes, they will be re-examined and re-graded. You can appeal by sending an email to Ben (ubenfinatcampus.technion.ac.il) up to 17.06.2022. Students who didn't get the grade for HW2, please approach Ben until Tuesday. Please note that some students didn't display the experimental results in their html file, while some didn't submit the html file at all. In said cases, the assignment was not graded and the students should act as mentioned above. Regards, Course staff |
| פורסם ב- 11/6/2022, 22:52:20 Created on 11/6/2022, 22:52:20 Создано 11/6/2022, 22:52:20 تم النشر ب- 11/6/2022, 22:52:20 |
Sunday Group - Tomorrow's tutorial moved to zoom (12/06) | |
| Dear students, Tomorrow's tutorial (Sunday, 12/06) will be given via zoom, at the following link: https://technion.zoom.us/j/7922387690 Thanks, Course staff. |
| פורסם ב- 11/6/2022, 13:40:37 Created on 11/6/2022, 13:40:37 Создано 11/6/2022, 13:40:37 تم النشر ب- 11/6/2022, 13:40:37 |
HW3 | |
| Dear students, We have published the third HW assignment. Please see it on the course site. Good luck and enjoy, Course staff. |
| פורסם ב- 29/5/2022, 23:52:54 Created on 29/5/2022, 23:52:54 Создано 29/5/2022, 23:52:54 تم النشر ب- 29/5/2022, 23:52:54 |
HW2 deadline relaxation | |
| Dear students, It seems that many of you waited until the last few days in order to run your training jobs on the servers. This caused many jobs to be queued until a GPU was available, which can sometimes take hours, depending on the jobs configurations of the other students. Moreover, some of you were not considerate of others, leaving jupyter-lab sessions open and idle (but holding on to a GPU), while others were waiting for a GPU to become available. We will allow submission of HW2 until 2/6 in order for you to complete any runs you may have already started or were not able to start yet due to the server load from other students. Note that the servers are working fine; they are designed to queue jobs and will not give you a GPU until one is available. Furthermore, they will limit each user's jobs to 1 GPU for 24 hours (as written on the lambda help page linked from the course guide). Also, please note that HW3 will be published without delay according the schedule so that those who finished on time may start. Waiting until the last minute will not be an excuse for submitting late next time - we will not postpone HW3 or HW4 for this reason. Therefore, you should plan your work accordingly and make sure to start your runs well ahead of the deadline. Use small runs to tune parameters before committing to running large hour-long runs, and take the server limitations into account. Be considerate of your fellow students by not leaving idle Jupyter sessions open and holding a GPU. Thanks and good luck, Course staff. |
| עדכון אחרון ב- 29/5/2022, 23:12:12 Last updated on 29/5/2022, 23:12:12 Последняя модификация 29/5/2022, 23:12:12 تمت الحتلنة الأخيرة ب- 29/5/2022, 23:12:12 |
Sunday Group - No tutorial tomorrow (29/05) | |
| Dear students, There will not be a tutorial tomorrow (Sunday, 29/05). Thanks, Course staff. |
| פורסם ב- 28/5/2022, 12:58:12 Created on 28/5/2022, 12:58:12 Создано 28/5/2022, 12:58:12 تم النشر ب- 28/5/2022, 12:58:12 |
Office hour moved to zoom | |
| Dear students, The office hour today at 13:30 will be held via zoom, at the following link: https://technion.zoom.us/j/96637572105?pwd=Z2Ryb3ZNZVJja25rbElWMER0WFBvZz09 Thanks, Course staff. |
| עדכון אחרון ב- 25/5/2022, 09:20:29 Last updated on 25/5/2022, 09:20:29 Последняя модификация 25/5/2022, 09:20:29 تمت الحتلنة الأخيرة ب- 25/5/2022, 09:20:29 |
No tutorial today, office hour tomorrow | |
| Dear students, There will not be a tutorial today (Tuesday, 24/05). Please watch the video of Tutorial 6 (Sequence Models) from the course site before next week's tutorial. The weekly office hour will be given tomorrow (25/05) at 13:30-14:30 in Taub 531. Thanks, Course staff. |
| עדכון אחרון ב- 24/5/2022, 08:10:09 Last updated on 24/5/2022, 08:10:09 Последняя модификация 24/5/2022, 08:10:09 تمت الحتلنة الأخيرة ب- 24/5/2022, 08:10:09 |
Cancellation of the lecture at 24.05 | |
| Dear Students, This week's lecture has been canceled for better synch between lectures and tutorials. Regards, Chaim |
| עדכון אחרון ב- 22/5/2022, 11:28:28 Last updated on 22/5/2022, 11:28:28 Последняя модификация 22/5/2022, 11:28:28 تمت الحتلنة الأخيرة ب- 22/5/2022, 11:28:28 |
No tutorial tomorrow (19/05) | |
| Dear students, There will not be a tutorial tomorrow (Thursday, 19/05). A complementary tutorial may be given at a later date. Thanks, Course staff. |
| עדכון אחרון ב- 19/5/2022, 00:31:04 Last updated on 19/5/2022, 00:31:04 Последняя модификация 19/5/2022, 00:31:04 تمت الحتلنة الأخيرة ب- 19/5/2022, 00:31:04 |
Tomorow's class wiil be held from 10:30 to 12:30 (12.05.22) | |
| Dear Student, Tomorrow we will finish the DNN training lecture and talk about sequence models. Regards, Chaim & Course staff |
| עדכון אחרון ב- 11/5/2022, 17:41:01 Last updated on 11/5/2022, 17:41:01 Последняя модификация 11/5/2022, 17:41:01 تمت الحتلنة الأخيرة ب- 11/5/2022, 17:41:01 |
HW Weight | |
| Dear students, The weight of each assigment in the final course grade will remain as originally published at the start of the semester. Good luck and enjoy, Course staff. |
| עדכון אחרון ב- 8/5/2022, 00:04:55 Last updated on 8/5/2022, 00:04:55 Последняя модификация 8/5/2022, 00:04:55 تمت الحتلنة الأخيرة ب- 8/5/2022, 00:04:55 |
HW2 Grading Details | |
| Dear students, In Part 5 of HW2 you are required to implement an experiment to compare different CNN architectures and try to implement your own custom ideas to improve performance on an image classification task. The grading for this part will be competitive - i.e., your final grade will depend the the rank of your solution's test-set accuracy, relative to other students' solutions. We encourage you to experiment with various approaches for model architecture, training, data augmentation, regularization, etc, so that you may maximize the performance of your solution in order to obtain a high score in the competition. Note that use of pre-trained off-the-shelf models is not allowed; you must implement and train the submission yourself. Furthermore, HW2's weight in the final course grade will be increased to 30%, while HW3 will be 20% and HW4 (including a final project) will remain 40% of the final grade. Good luck and enjoy, Course staff. |
| עדכון אחרון ב- 7/5/2022, 16:13:39 Last updated on 7/5/2022, 16:13:39 Последняя модификация 7/5/2022, 16:13:39 تمت الحتلنة الأخيرة ب- 7/5/2022, 16:13:39 |
HW2 | |
| Dear students, We have published the second HW assignment. Please see it on the course site. Have a great weekend, Aviv & Course staff |
| פורסם ב- 29/4/2022, 01:53:39 Created on 29/4/2022, 01:53:39 Создано 29/4/2022, 01:53:39 تم النشر ب- 29/4/2022, 01:53:39 |
Lecture 5: 28.04.22 | |
| Dear Student, The slides of lecture 5 that will be held on 28.04 are already uploaded. In addition, we uploaded the recording of the previous lecture. The lecture on 28.04 will start at 10:30. Regards, Course staff |
| פורסם ב- 20/4/2022, 10:43:23 Created on 20/4/2022, 10:43:23 Создано 20/4/2022, 10:43:23 تم النشر ب- 20/4/2022, 10:43:23 |
Tomorow's class (Unusual Time) | |
| Dear Students, Tomorrow's lecture will be handle from 09:30 to 11:30 ( at Taub 2 (Regular place). The lecture will be hybrid (Recording will be available). It is an unusual one-time schedule. Regards, Course staff |
| פורסם ב- 13/4/2022, 10:51:42 Created on 13/4/2022, 10:51:42 Создано 13/4/2022, 10:51:42 تم النشر ب- 13/4/2022, 10:51:42 |
HW1 & course servers | |
| Dear Students, 1. We have published the first HW assignment, please see it on the course site. 2. Those of you who registered on time for access to the course servers should now be able to log in. Please read carefully the instructions on the course site, both for getting started with the assignment and for using the course servers. Have a great weekend, Aviv & Course staff |
| עדכון אחרון ב- 7/4/2022, 18:05:39 Last updated on 7/4/2022, 18:05:39 Последняя модификация 7/4/2022, 18:05:39 تمت الحتلنة الأخيرة ب- 7/4/2022, 18:05:39 |
Today's lecture | |
| Dear Students, The lecture will start at 11:30. The class will be a hybrid the zoom link is https://technion.zoom.us/my/chaimb the host key is 361228 Regards, Course staff |
| פורסם ב- 7/4/2022, 09:19:30 Created on 7/4/2022, 09:19:30 Создано 7/4/2022, 09:19:30 تم النشر ب- 7/4/2022, 09:19:30 |
Today's tutorial is cancelled | |
| Dear Students, Today's tutorial 3.4.22 (Yonatan) is canceled. Please complete this tutorial by watching the recorded video. Regards, Course staff |
| פורסם ב- 3/4/2022, 09:47:19 Created on 3/4/2022, 09:47:19 Создано 3/4/2022, 09:47:19 تم النشر ب- 3/4/2022, 09:47:19 |
Tomorrow's class | |
| Dear Students, Tomorrow the lecture will start at 11:30. The class will be a hybrid the zoom link is https://technion.zoom.us/my/chaimb the host key is 361228 Regards, Course staff |
| עדכון אחרון ב- 30/3/2022, 17:16:40 Last updated on 30/3/2022, 17:16:40 Последняя модификация 30/3/2022, 17:16:40 تمت الحتلنة الأخيرة ب- 30/3/2022, 17:16:40 |
Welcome to CS236781 | |
| Dear students, The official course website can be found at https://vistalab-technion.github.io/cs236781/. We have updated the site for the Spring 2022 semester. Please carefully read the course info page and the messages we have posted on the main page. We wish you a fun and fruitful semester! Aviv & Course staff. |
| פורסם ב- 24/3/2022, 12:16:37 Created on 24/3/2022, 12:16:37 Создано 24/3/2022, 12:16:37 تم النشر ب- 24/3/2022, 12:16:37 |