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Paper Address: squeezenetThesis translation: Mu LingTime: November 2016.Article connection: http://blog.csdn.net/u014540717 1 quotes and motives The recent research on deep convolution neural Networks (CNN) focuses on improving the accuracy of computer vision datasets. For a given level of precision, there are usually multiple CNN architectures that achieve this level of accuracy. Given the equivalent precision, the CNN architecture with fewer parameters has several advantages:1. More efficient

, reflecting the nature of the magnetic field itself, defined as the size of magnetic induction. The direction of B is defined as the direction in which the right hand spirals forward when the direction of the maximum Force FM of the positive charge shifts to the direction of the charge motion. After the definition of B, the force of the motion charge in the magnetic field B can be shown as F = QVXB, which is the Lorentz force formula.In addition to the use of Lorentz force definition B, can als

chestnut: # The file a.txt content # Apple 3 # Tesla 100000 1 # Mac 3000 2 # Lenovo 30000 3 # Chicken 3 # requires the use of list resolution, Remove each row from the file a.txt and make the following format # [{' name ': ' Apple ', ' price ': ' Count ': 3},{...},{},...] The file = R ' D:\Pythonworks\homework\170616 function list resolves \a.txt ' with open (file,encoding= ' utf-8 ') as F: print ([{' Name ': Line.strip (). Split (') [0],\

, cooling, networking, and storage, you can benefit from the massive, highly integrated machine learning infrastructure that Google has been optimizing for years. There is no need to struggle to ensure a variety of workstation and server driver update upgrades because Cloud TPU does not install drivers at all. Google Cloud will provide the same complex security mechanisms and practical protection. In addition to Cloud Tpus,google Cloud will also provide a range of high-performance CPUs (includi

last year began to exert unmanned driving, now with the world's top five of a car company formed a very deep cooperation, the future will devote more resources." ” In the words of "the world's top five of a car enterprise", in the end is which car companies. This is a list of global carmaker market capitalisation as of June 30, 2017. In addition to Tesla, there are Toyota, Daimler, Volkswagen, BMW, GM, Honda and Ford. Modern cars are far behind a

, Microsoft has integrated DirectCompute in its latest WINDOWS7 system to support general-purpose computing using the GPU. Cuda is a software and hardware system that uses GPU as a data parallel computing device, and the GPU (including GeForce, ION, Quadro, Tesla series) on the hardware of Nvidia GeForce8 series has adopted a support cuda architecture. The software development package Cuda has also been developed to Cuda Toolkit3.2 (up to November 201

Mr. Li announced that Baidu would launch an unmanned vehicle this year, and the chief executive of Tesla said shortly ago that "driverless cars are not a thing", meaning that the era of unmanned driving is coming. But in fact, unmanned driving is still in the initial stage of the dream, Google's unmanned vehicles have long been on the road test, so far still not commercially, that is evident. However, prior to realizing the dream of unmanned driving,

Domestic Car Building Man BYD, electric vehicles Baidu, unmanned driving research project, deep Learning Laboratory. Internet access and platform with connectivity core maps and navigation Drip fast, share the economy Ali + SAIC, Internet one Brother + domestic automobile one brother, reconstruct the automobile ecological chain and ecological circle Le vision + baic, le vision ecology, content + baic new energy. "The future of the automobile industry is likely to become a dealer, the new energy

time of the kernel function is not exactly the same. So it is recommended to use Method 3. Perform the warmup function first, in the loop 10 times the timing section. the use of NVVP and Nvprof nvprof is a command line profiler that has been in existence since cuda5.0, and you can use only nvprof to perform some of the execution details of your code. The simple usage is as follows: $ nvprof./sumarraysongpu-timer You can get the following: ./sumarraysongpu-timer Starting ... Using Device 0:

: Single-function automation The driver is still responsible for driving safety, but can give up some control to the system management, some functions have been automated, such as the Common adaptive Cruising (Adaptive Cruise CONTROL,ACC), should be braking assistance (Emergency Brake Assist, EBA) and Lane keeping (Lane-keep support,lks). Level 1 is characterized by a single function that allows the driver to not control the hands and feet simultaneously. Level 2: Partial automation Drivers and

, you may not just miss a forum, but you may miss the beginning of an era. November 17, 2017, I am in AICE2017 Global Artificial Intelligence entrepreneur Forum and so on you, with you to open the era of artificial intelligence, with you look forward to your business five years after the metamorphosis and sublimation. Click "Read original" in the lower left corner of the article to sign up. More Highlights “ Husband monthly 50,000 programmer Lady 丨 70后 Programmer's Revelation 丨 programmer lif

Kristin Paget, a well-known computer security researcher, published an article on the official blog today, criticizing apple for fixing a large number of security vulnerabilities in OS X and failing to release similar security fixes for iOS in time. The iOS security vulnerability is fixed after several weeks. Paget previously worked in Apple's security team and left the company to join Tesla earlier this year. The official version of iOS 7.1.1 was

) type_gyroscope_uncalibrated not calibrated gyro sensor, Provides raw, non-calibrated, compensated gyroscope data for post-processing and fusion positioning data sensor type values (sensors type): 0x00000010 type_light light sensor, unit LX, detects ambient light intensity sensor type values Type): 5 (0x00000005) type_linear_acceleration linear accelerometer, unit M/S2, the sensor is the data sensor type value obtained by the acceleration sensor to remove the gravitational force (sensor type):

First, I installed Ubuntu14.04.1. 1. Pre-check the system as shown in reference 1. Run the following command ::~ $ Lspci | grep-invidia03: 00.03 Dcontroller: nvidiaconfigurationgk110gl [TeslaK20c] (reva1). 0 VGAcompatiblecontroller: NVIDIAC First, I installed Ubuntu 14.04.1. 1. Pre-Check Check the system as shown in reference 1. Run the following command: :~ $ Lspci | grep-I nvidia. 0 3D controller: NVIDIA Corporation GK110GL [Tesla K20c] (rev a1). 0

three axes. Rotation includes x, y, and z angular velocity values, which are measured in radians per second.Gravity (Gravity): The current acceleration vector of the device, provided by the normal gravitational field. The units of gravity are measured in G's, respectively, along the X, y, and Z axes. Each unit represents the standard gravitational acceleration provided by the Earth (9.8 m/s squared)"User Acceleration (useracceleration): The user-supplied additive vector. Like gravity, the unit

; cudaGetDeviceProperties ( deviceProp, dev ); printf ("% s using Device % d: % s \ n", argv [0], dev, deviceProp. name); // set up data sizeint size = 64; int blocksize = 64; if (argc> 1) blocksize = atoi (argv [1]); if (argc> 2) size = atoi (argv [2]); printf ("Data size % d", size); // set up execution configurationdim3 block (blocksize, 1 ); dim3 grid (size + block. x-1)/block. x, 1); printf ("Execution Configure (block % d grid % d) \ n", block. x, grid. x); // allocate gpu memoryfloat * d_

build. No wonder big tech companies will have a Chief evangelist (chief Evanglist Officer) to complete the company's ideas. Originally the CEO of Lao Luo title, is pun. Throughout the hammer team, the most suitable for this preacher, only a wide audience, the character of the old Luo mo.Hammer Black vs Hammer powder marketing strategy, must have strict channel control in order to multiply the effect. Lao Luo's team can actually choose another style of play, that is, to further imitate Apple, in

cluster and the separate deep learning cluster; Like Hadoop Data Processing and Spark machine learning pipeline, deep learning can also be defined as a step in the Apache Oozie workflow; YARN can work well with deep learning. Multiple deep learning experiments can be performed simultaneously on a single cluster. Compared with traditional methods, deep learning is extremely efficient. DL on Hadoop is a new type of deep learning method. To implement this method, Yahoo has mainly done the follo

simple, decompression just down the installation package, the three folders under the files copied to cuda corresponding folder can be.That's it.4.TensorFlow Test(1). Code test:import tensorflow as tfhello = tf.constant(‘Hello, TensorFlow!‘)sess = tf.Session() 1 2 3 (2). Official Tutorial Code test: The TensorFlow Implementation translates the graph definition into executable operations distributed across available compute resources, such as t He CPU or one of your com

thread in the block is sent to an SP; When the number of blocks is several times the number of processing cores, the GPU computing capability can be fully utilized: if it is too small, it cannot reflect its computing speed advantage over the traditional method. Thread: has its own private register and local memory; Threads in the same block can communicate with each other through the shared storage and synchronization mechanism. Actual running unit: Warp (thread bundle), which is determined b