Using torch.randint() and torch.randint_like() to create Random Tensors in PyTorch

Introduction

In this article, we will show you how to create random tensors in PyTorch with torch.randint() and torch.randint_like() functions. These functions are very useful to initialize Select Category @clarecorthell 3D 3D OBJECT RECONSTRUCTION 3D SHAPE REPRESENTATION ABSTRACTIVE TEXT SUMMARIZATION ACL 2019 Action Recognition Adaptation adaptive neural mt Admin Panels AdMob Ads Advanced ADVERSARIAL ATTACK ADVERSARIAL TRAINING AI AI-Jobs Airplane Ajax Algorithm Algorithms alignments AlphaFold Amazon AMI AMR Analysing Word Translation in Neural MT Transformer Layers Analysis Analytics Analytics Vidhya Analyzer Animation Anime Annotation Annotation Tool annotations Announcement ANOMALY DETECTION Ansible AntiCaptcha Apache Apache Spark API App Apriori Archives Arduino Arrays Art Artificial intelligence ASCII Art ASPECT-BASED SENTIMENT ANALYSIS Assembler Assistant Astronomy Astropy Async Asynchronous Asyncio Attack Attention Attributes Audio Audio and Acoustics Audio Processing augmentation augmenting self-attention with persistent memory Authentication Authorization Autoencoder automatic metrics in MT Automation Automl 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Scientists Data Sharing Data structure Data Visualization Database Dataset Datasets Date and Time ddos Debugger decoding Decrypt Deep DEEP ATTENTION Deep Learning Deep Transformer Models DENOISING denoising parallel corpora dependencies Dependency Injection Desktop Detection Developer Tools DevOps Tools Diablo DIALOGUE UNDERSTANDING Dictionary Differentiable DIMENSIONALITY REDUCTION Directory Discord Discord-py dissemination Distributed Distributed Synchronous SGD Django DNS Docker Document Documentation DOM Domain Domain Adaptation for Neural MT Domain Differential Adaptation DOMAIN GENERALIZATION Download Drawing Dropbox Dumper Dungeondraft Duolingo DVC Dynamic E-Commerce Earth Echo State EDGE DETECTION Editor Education EFNMT eink Email Embedded Development Emojis Emulation Encoder Encryption End-to-End Entertainment Environment Error Estimation Metric Estimators of Quality Ethereum Evaluating Human-Machine Parity in Language Translation Evaluation Event Excel Exploit Extractor Eyetracking Face Detection Face recognition FACE SKETCH SYNTHESIS Facebook Fashion FastAPI Feed Fetching FEW-SHOT LEARNING ffmpeg Field File Management Files Filter Finder Firewall Firmware Flag Flappy Bird Flask Fonts Form Formula Forum Fractals Framework Frequency FTP Function Functional Fusion 360 Fuzzing Fuzzy Matches in Neural MT Games Gateway gender bias Generator Genetic Geolocation Geometric Geoscience Gesture Github GitLab Gmail Google Google Earth GPU Grabber Graph GRAPH CLASSIFICATION GRAPH EMBEDDING graph neural networks Graphics Graphics and multimedia GraphQL Graphs & Networks Groovy GUI Guide Hackathon Hacking hacktoberfest HandWiki Handwriting Hardware Hardware and devices Hash hcaptcha HDFS Healthcare Heatmap Helper Highlighting Histogram Home Assistant Hooks Html HTTP human translation Human-computer interaction Human-Machine Parity Humans Hunting hybrid unsupervised MT HYPERPARAMETER OPTIMIZATION Icon identification Image Image Analysis IMAGE CAPTIONING IMAGE 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Low-Resource Languages low-resource neural machine translation Low-Resource NMT Machine Learning machine translation Machine Translation Summit 2019 Machine Translationese MachineLearning macOS Management System manual evaluation mapping Maps Markdown Markup Tags Matching Math Maths Matplotlib Matrix Matting Meaning Preservation Media MediaPipe Medical, health and genomics Memory Menu Merging Terminology Message Messenger META-LEARNING Metadata Methods METRIC LEARNING metrics microservices MIDI Minecraft Mixed Multi-Head Self-Attention for Neural MT MKDocs MLflow Model Deployment Models Monitor Monitoring mosaic Motion MOTION PLANNING Movies Mozilla MQTT MT automatic evaluation MT evaluation MT Summit 2019 MULTI-ARMED BANDITS Multilingual Denoising Pre-training Multilingual e-disclosure multiprocessing Music Music player napari NATURAL LANGUAGE INFERENCE Natural Language Processing NATURAL LANGUAGE UNDERSTANDING Nearest Neighbor MT Network NETWORK PRUNING Neural end-to-end SLT system Neural Machine Translation (NMT) Neural MT Neural MT with Subword Units Using BPE-Dropout Neural Network Neuron Interaction Based Representation Composition News NLP NMT Noisy Channel Modeling for Neural MT non-autoregressive NMT Non-Autoregressive Translation non-autoregressive translation (NAT) Norm-Based Curriculum Learning NoSQL Notes Notifications Notify Notion Numpy NVIDIA obfuscation Obfuscator OBJECT DETECTION Object Tracking Oblique Observability Obsidian OCR ONNX OpenAI OpenCV Opensea OpenVINO OPTICAL CHARACTER RECOGNITION OPTICAL FLOW ESTIMATION Optimization ORM osint-tool Overcorrection Recovery Package PaddlePaddle Pandas Papers PARAPHRASE GENERATION Paraphrases in Multilingual Neural MT Parser Parsing Password Patch Pattern Matching Patterns PDF PERSIAN SENTIMENT ANALYSIS Phone number Physics Piano pip-tools Pipeline Pivot-based Transfer Learning for Neural Machine Translation between non-English languages Pivoting Planning Plasma Plot Plotting Plover PNG POC Podcast 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Stream Streamlit Strings Structure Structured Data Students StyleGAN Sub-word Units Sublime Text Sudoku SUPER RESOLUTION Super-Resolution Supervised SVG Swift Switch synchronous bidirectional NMT Synthesis Systems and networking Tableau tables Tag Tagged Back-Translation Target Conditioned Sampling target lemma annotations Task taskbar Teachers Technique Telecom Telegram Tello Template tensorflow Terminal Terminology Terminology Constraints Tesla Testing Text TEXT CLASSIFICATION TEXT GENERATION Text Processing Text-to-Image Text-to-Speech The Neural MT Weekly Tic-Tac-Toe Tiktok Time TIME SERIES Timer Timezones Tkinter Todo tokenisation Tokens Tool Toolbox Toolkit Topic Modeling TOPIC MODELS Tracing Tracker Tracking Trading Traffic Transaction TRANSFER LEARNING Transformer Translating Translationese Translation Tree TUI Tutorial Tweet Twitch Twitter Types TypeScript Uncategorized Unstructured Data Unsupervised Unsupervised Adaptation of NMT with Iterative Back-Translation Unsupervised 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