Official audio is available at https://pytorch-dev-podcast.simplecast.com/.
So far these are raw transcripts from Deepgram, I'll be doing some light editing as I go through them myself.
- 2022-06-11 Learning Rate Schedulers
- 2022-06-06 Weak References
- 2022-05-29 Strides
- 2022-05-08 Aotautograd
- 2022-04-06 Dispatcher Questions With Sherlock
- 2022-04-04 Torch Vs Aten Apis
- 2022-03-29 New Ci
- 2022-03-22 Python Exceptions
- 2021-09-20 All About Nvidia Gpus
- 2021-09-15 Tensor Subclasses And Liskov Substitution Principle
- 2021-09-09 Half Precision
- 2021-09-01 Dataloader With Multiple Workers Leaks Memory
- 2021-08-17 Batching
- 2021-08-09 Multiple Dispatch In Torch Function
- 2021-08-03 Multithreading
- 2021-07-26 Asynchronous Versus Synchronous Execution
- 2021-07-23 Gradcheck
- 2021-07-21 Torch Deterministic
- 2021-07-20 Reference Counting
- 2021-07-12 Memory Layout
- 2021-07-11 Pytorch Probot
- 2021-07-08 Api Design Via Lexical And Dynamic Scoping
- 2021-07-07 Intro To Distributed
- 2021-07-06 Double Backwards
- 2021-07-05 Functional Modules
- 2021-06-24 Cuda Graphs
- 2021-06-23 Default Arguments
- 2021-06-22 Anatomy Of A Domain Library
- 2021-06-21 Tensoraccessor
- 2021-06-20 Random Number Generators
- 2021-06-18 Vmap
- 2021-06-16 Expect Tests
- 2021-06-15 Xla
- 2021-06-14 Th
- 2021-06-13 Torchscript
- 2021-06-10 Cmake
- 2021-06-09 Torchdeploy
- 2021-06-08 C Frontend
- 2021-06-07 Pyobject Preservation
- 2021-06-06 Mobile Selective Build
- 2021-06-03 Torch Nn
- 2021-06-02 Code Generation
- 2021-06-01 Why Is Autograd So Complicated
- 2021-05-31 Torch Function
- 2021-05-26 Tensoriterator
- 2021-05-25 Native Functions Yaml
- 2021-05-24 Serialization
- 2021-05-23 Continuous Integration
- 2021-05-20 Stacked Diffs And Ghstack
- 2021-05-19 Shared Memory
- 2021-05-18 Automatic Mixed Precision
- 2021-05-17 Conjugate Views
- 2021-05-16 History And Constraints Of Tensor
- 2021-05-13 How New Operators Are Authored
- 2021-05-12 The Life And Death Of Variable
- 2021-05-11 Backend Extensibility
- 2021-05-10 The Road To Structured Kernels
- 2021-05-06 Functionalization
- 2021-05-05 Just Enough Cuda To Be Dangerous
- 2021-05-04 Inference Mode
- 2021-05-03 Vectorization
- 2021-04-30 Dynamic Library Structure
- 2021-04-29 History And Constraints Of The Dispatcher
- 2021-04-28 Pytorch Python Bindings