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🎧Podcast
🎧Hajime Morrita, Jun Mukai
#111: Formal Algorithms for Transformers
#111: Formal Algorithms for Transformers
Release Date:
2023-04-04 23:52:10
勤務先への脅威に怯える森田が Transformer を復習しました。
#111: Formal Algorithms for Transformers
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Title
#111: Formal Algorithms for Transformers
Copyright
Hajime Morrita, Jun Mukai
Release Date
2023-04-04 23:52:10
flashback
2024-09-11
#138: Distilling the Knowledge in a Neural Network
2024-08-13
#137: Optimal Quantile Approximation in Streams
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#136: Distinct Elements in Streams: An Algorithm for the (Text) Book
2024-07-02
#135: In-Datacenter Performance Analysis of a Tensor Processing Unit
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#134: LoRA: Low-Rank Adaptation of Large Language Models
2024-05-21
#133: Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations
2024-05-02
#132: High-Resolution Image Synthesis with Latent Diffusion Models
2024-04-23
#131: FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
2024-04-05
#130: Diffusion models from scratch, from a new theoretical perspective
2024-03-26
#129: Programming Massively Parallel Processors (Ch.4- Ch.6)
2024-03-10
#128: Faiss: A library for efficient similarity search and clustering of dense vectors.
2024-02-29
#127: Programming Massively Parallel Processors (Ch.1- Ch.3)
2024-01-30
#126: Vector Database Management Systems
2024-01-23
#125: Always-on Vision Processing Unit for Mobile Applications
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#124: GAIA: a benchmark for General AI Assistants
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#123: SYCL 2020 Specification
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#122: Lifting the veil on Meta’s microservice architecture
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#121: The SPACE of Developer Productivity
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#120: On-demand Container Loading in AWS Lambda
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#119: Overlapping Experiment Infrastructure
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#118: Pathways: Asynchronous Distributed Dataflow for ML
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#117: DuckDB: an Embeddable Analytical Database
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#116: Asymmetric numeral systems
2023-05-23
#115: Constitutional AI: Harmlessness from AI Feedback
2023-05-18
#114: Invisinets: Removing Networking from Cloud Networks
2023-05-02
#113: Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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#112: SkyPilot: An Intercloud Broker for Sky Computing
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#111: Formal Algorithms for Transformers
2023-03-24
#110.5
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#110: Perseus: A Fail-Slow Detection Framework for Cloud Storage Systems
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#109: A Measure of Transaction Processing Power
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#108: The Verse Calculus
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#107: Simple Ideas That Changed Printing and Publishing
2022-12-13
#106: Human-level play in the game of Diplomacy by combining language models with strategic reasoning
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#105: Volcano – An Extensible and Parallel Query Evaluation System
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#104: It’s Time to Replace TCP in the Datacenter
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#103: GPU-Accelerated Path Rendering
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#102: Do Developers Really Know How to Use Git Commands? A Large-scale Study Using Stack Overflow
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#101: Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics
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#100 AMA!
2022-10-05
#99.5 AMA?
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#99: The Prusti Project: Formal Verification for Rust
2022-09-14
#98: Dynamo: Amazon’s Highly Available Key-value Store
2022-08-23
#97: Using Lightweight Formal Methods to Validate a Key-Value Storage Node in Amazon S3
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#96: Amazon DynamoDB: A Scalable, Predictably Performant, and Fully Managed NoSQL Database Service
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#95: CockroachDB: The Resilient Geo-Distributed SQL Database
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#94: Mesos: A Platform for Fine-Grained Resource Sharing in the Data Cente
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#93: SEQUEL: A structured English query language
2022-05-13
#92: Software Development Waste
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#91: Serverless in the Wild
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#90: Evaluation of splittable pseudo-random generators
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#89: Conflict-free Replicated Data Types
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#88: A History of Haskell: being lazy with class
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#87: From Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of Transient Functional Containers
2020-10-20
#86: JavaScript: the first 20 years
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#85: Continuous Profiling: Where Have All the Cycles Gone?
2020-10-13
#84: Profiling a warehouse-scale computer
2020-10-08
#83: Dynamic Instrumentation of Production Systems
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#82: Glass: A New Media for a New Era?
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#81: gprof: a Call Graph Execution Profiler
2020-09-26
#80.5
2019-10-07
#80: TrueSkill™ Ranking System
2019-09-25
#79: Adversarial Examples Are Not Bugs, They Are Features
2019-09-07
#78: Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
2019-09-04
#77: Orca: Differential Bug Localization in Large-Scale Services
2019-08-22
#76: XPC: Architectural Support for Secure and Efficient Cross Process Call
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#75: To Unify or Not to Unify: A Case Study on Unified Builds in WebKit
2019-08-17
#74: FaceNet: A Unified Embedding for Face Recognition and Clustering
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#73: Understanding Real-World Concurrency Bugs in Go
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#72: How (and How Not) to Write a Good Systems Paper
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#71: Machine Learning at Facebook: Understanding Inference at the Edge
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#70: Reality Engine Graphics
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#69: Bandana: Using Non-Volatile Memory for Storing Deep Learning Models
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#68: Introduction to MCMC
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#67: Towards Federated Learning at Scale: System Design
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#66: The Rendering Equation
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#65: Communication-Efficient Learning of Deep Networks from Decentralized Data
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#64: Automating Chaos Experiments in Production
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#63: Programming with Algebraic Effects and Handlers
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#62 – A History Of Erlang
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#61 – Spectre is Here to Stay
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#60 – XGBoost: A Scalable Tree Boosting System
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#59 – Do Developers Learn New Tools On The Toilet?
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#58 – Gradient Boosting Decision Trees
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#57 – Asynchronous Functional Reactive Programming for GUIs
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#56 – Cloud Programming Simplified
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#55 – Functional Reactive Programming from First Principles
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#54 – Tales of the Tail
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#53 – BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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#52 – Convolutional Color Constancy
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#51 – Attention Is All You Need
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#50 – Geodesic Discrete Global Grid Systems
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#49 – Mind the Gap: Analyzing the Performance of WebAssembly vs. Native Code
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#48 – Real-time Personalization using Embeddings for Search Ranking at Airbnb
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#47 – Engineering the Servo Web Browser Engine using Rust
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#46 – An Introduction to Neural Information Retrieval
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#45 – Why Amazon Chose TLA +
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#44 – Firecracker
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#43 – Capsicum: practical capabilities for UNIX
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#42 – kvm: the Linux Virtual Machine Monitor