Facebook and CUDA Accelerate Deep Learning Research
Last Thursday at the International Conference on Machine Learning (ICML) in New York, Facebook announced a new piece of open source software aimed at streamlining and accelerating deep learning research. The software, named Torchnet, provides developers with a consistent set of widely used deep learning functions and utilities. Torchnet allows developers to write code in a consistent manner speeding development and promoting code re-use both between experiments and across multiple projects.

Torchnet sits atop the popular Torch deep learning framework benefits from GPU acceleration using CUDA and cuDNN.
Torchnet sits atop the popular Torch deep learning framework benefits from GPU acceleration using CUDA and cuDNN. Further, Torchnet has built-in support for asynchronous, parallel data loading and can make full use of multiple GPUs for vastly improved iteration times. This automatic support or multi-GPU training helps Torchnet take full advantage of powerful systems like the NVIDIA DGX-1 with its eight Tesla P100 GPUs.
According to the Torchnet research paper, its modular design makes it easy to re-use code in a series of experiments. For instance, running the same experiments on a number of different datasets is accomplished simply by plugging in different dataloaders. And the evaluation criterion can be changed easily by plugging in a different performance meter.
Torchnet adds another powerful tool to data scientists’ toolkit and will help speed the design and training of neural networks, so they can focus on their next great advancement.
-
Resume Full name Sayed Ahmadreza Razian Nationality Iran Age 36 (Sep 1982) Website ahmadrezarazian.ir Email ...
-
معرفی نام و نام خانوادگی سید احمدرضا رضیان محل اقامت ایران - اصفهان سن 33 (متولد 1361) پست الکترونیکی ahmadrezarazian@gmail.com درجات علمی...
-
Shangul Mangul HabeAngur Shangul Mangul HabeAngur (City of Goats) is a game for child (4-8 years). they learn how be useful in the city and respect to people. Persian n...
-
Tianchi-The Purchase and Redemption Forecasts 2015 Special Prize – Tianchi Golden Competition (2015) “The Purchase and Redemption Forecasts” in Big data (Alibaba Group) Among 4868 teams. Introd...
-
Nokte – نکته نرم افزار کاربردی نکته نسخه 1.0.8 (رایگان) نرم افزار نکته جهت یادداشت برداری سریع در میزکار ویندوز با قابلیت ذخیره سازی خودکار با پنل ساده و کم ح...
-
Tianchi-Brick and Mortar Store Recommendation with Budget Constraints Ranked 5th – Tianchi Competition (2016) “Brick and Mortar Store Recommendation with Budget Constraints” (IJCAI Socinf 2016-New York,USA)(Alibaba Group...
-
Drowning Detection by Image Processing In this research, I design an algorithm for image processing of a swimmer in pool. This algorithm diagnostics the swimmer status. Every time graph sho...
-
1st National Conference on Computer Games-Challenges and Opportunities 2016 According to the public relations and information center of the presidency vice presidency for science and technology affairs, the University of Isfah...
-
3rd International Conference on The Persian Gulf Oceanography 2016 Persian Gulf and Hormuz strait is one of important world geographical areas because of large oil mines and oil transportation,so it has strategic and...
-
2nd Symposium on psychological disorders in children and adolescents 2016 2nd Symposium on psychological disorders in children and adolescents 2016 Faculty of Nursing and Midwifery – University of Isfahan – 2 Aug 2016 - Ass...
-
Optimizing raytracing algorithm using CUDA Abstract Now, there are many codes to generate images using raytracing algorithm, which can run on CPU or GPU in single or multi-thread methods. In t...
-
My City This game is a city simulation in 3d view. Gamer must progress the city and create building for people. This game is simular the Simcity.
- AMD Ryzen Downcore Control AMD Ryzen 7 processors comes with a nice feature: the downcore control. This feature allows to enable / disabl...
- Deep Learning for Computer Vision with MATLAB and cuDNN Deep learning is becoming ubiquitous. With recent advancements in deep learning algorithms and GPU technology...
- کودا – CUDA کودا به انگلیسی (CUDA) که مخفف عبارت انگلیسی Compute Unified Device Architecture است یک سکوی پردازش موازی و مد...
- Detecting and Labeling Diseases in Chest X-Rays with Deep Learning Researchers from the National Institutes of Health in Bethesda, Maryland are using NVIDIA GPUs and deep learni...
- Real-Time Pedestrian Detection using Cascades of Deep Neural Networks Google Research presents a new real-time approach to object detection that exploits the efficiency o...
- IBM Watson Chief Technology Officer Rob High to Speak at GPU Technology Conference Highlighting the key role GPUs will play in creating systems that understand data in human-like ways, Rob High...
- Head-mounted Displays (HMD) Head-mounted displays or HMDs are probably the most instantly recognizable objects associated with virtual rea...
- Diagnosing Cancer with Deep Learning and GPUs Using GPU-accelerated deep learning, researchers at The Chinese University of Hong Kong pushed the boundaries...
- NVIDIA TITAN Xp vs TITAN X NVIDIA has more or less silently launched a new high end graphics card around 10 days ago. Here are some pictu...
- Automatic Colorization Automatic Colorization of Grayscale Images Researchers from the Toyota Technological Institute at Chicago and University of Chicago developed a fully aut...
- Unity – What’s new in Unity 5.3.3 The Unity 5.3.3 public release brings you a few improvements and a large number of fixes. Read the release not...
- Using Machine Learning to Optimize Warehouse Operations With thousands of orders placed every hour and each order assigned to a pick list, Europe’s leading online fas...
- Unity – What’s new in Unity 5.3.4 The Unity 5.3.4 public release brings you a few improvements and a large number of fixes. Read the release not...
- ASUS GeForce GTX 1080 TURBO Review This GTX 1080 TURBO is the simplest GTX 1080 I tested. By simplest, I mean the graphics card comes with a simp...
- FurMark 1.19.0 Releasedmaintenance release of FurMark, the popular GPU stress test utility, …
- What is Direct3D 12?DirectX 12 introduces the next version of Direct3D, the 3D …
- NVIDIA R364.47 WHQL Graphics Drivers with Vulkan SupportNVIDIA has published a new set of Windows certified graphics …
- Learning language by playing gamesMIT researchers have designed a computer system that learns how …
- Simulating Real-World Floods on GPUsFlood risk assessment is important in minimizing damages and economic …
- Unreal Engine 4.10 Release NotesThis release brings hundreds of updates for Unreal Engine 4, …
- Paulo Coelho-03It’s the possibility of having a dream come true that …
- Deep Learning Helps Robot Learn to Walk the Way Humans DoUniversity of California, Berkeley researchers are using deep learning and …
- Global Impact: How GPUs Help Eye Surgeons See 20/20 in the Operating RoomEditor’s note: This is one in a series of profiles …
- Star Wars: Battlefront, Fallout 4 Lead E3 2015 Awards NomineesDICE's shooter receives five total nominations, including overall Best of …
Leave a Reply