mat_kelcey - Network

#nailedit

#nailedit

cython? jython? maybe i meant something else?

cython? jython? maybe i meant something else?

what a dumpster fire...

what a dumpster fire...

asking me to do something "when i have time" is pretty much the best way to ensure it never happens lol

asking me to do something "when i have time" is pretty much the best way to ensure it never happens lol

that's quite the author list...

that's quite the author list...

my track is definitely getting better. starting to pick up some speed!

my track is definitely getting better. starting to pick up some speed!

a quick blog post on using jax to build differentiable kalman...

a quick blog post on using jax to build differentiable kalman filters

https://matpalm.com/blog/differentiable_kalman_filters_in_jax/

#notEverythingUsefulIsANeuralNet

vanilla SGD with a learning rate of 1e-7 and _still_ as unstable as a dog! this one is a tough nut to crack :/

vanilla SGD with a learning rate of 1e-7 and _still_ as unstable as a dog! this one is a tough nut to crack :/

wheeeee!!!!!!!!!!! https://youtu.be/7WCsM-phPlo

wheeeee!!!!!!!!!!!
https://youtu.be/7WCsM-phPlo

just typo'd "enumerage" instead of "enumerate" and it's actually quite applicable given the code i'm...

just typo'd "enumerage" instead of "enumerate" and it's actually quite applicable given the code i'm refactoring

running wavenet on an FPGA at (almost) 200,000 inferences a...

running wavenet on an FPGA at (almost) 200,000 inferences a second.

https://matpalm.com/blog/wavenet_on_fpga/

https://www.youtube.com/watch?v=-14O8rNdFyQ

@WillFlux thanks for your projectf site will, heaps of useful info for a new FPGA user like me

@WillFlux thanks for your projectf site will, heaps of useful info for a new FPGA user like me

the FPGA rabbit hole is deep

the FPGA rabbit hole is deep

c++ on an MCU; "oh boy! this is some hellishly tricky bit manipulation code, but gee it's fast"verilog on an FPGA: hold my...

c++ on an MCU; "oh boy! this is some hellishly tricky bit manipulation code, but gee it's fast"

verilog on an FPGA: hold my beer.

but can it run a neural net?!?!

but can it run a neural net?!?!

you're not going to impress me if this is the first figure in your "deep tech" white paper...

you're not going to impress me if this is the first figure in your "deep tech" white paper...

hand rolling some matrix multiplication for an FPGA for matrices conformable for a specific set of block multiplications. it's something...

hand rolling some matrix multiplication for an FPGA for matrices conformable for a specific set of block multiplications. it's something others have done years and years ago, but not me. so it's lovely learning exercise with a series of "but why is that like that?" followed by "and why is _that_ like that?" love it!

working through this amazing FPGA tutorial series by @shawnhymel...

working through this amazing FPGA tutorial series by @shawnhymel

https://www.youtube.com/playlist?list=PLEBQazB0HUyT1WmMONxRZn9NmQ_9CIKhb

really good stuff!

running a wavenet style neural network eurorack waveshaper at 48,000 inferences / sec! my fastest network yet, and i say "yet"...

running a wavenet style neural network eurorack waveshaper at 48,000 inferences / sec! my fastest network yet, and i say "yet" because i just ordered a eurorack / FPGA adapter.

i feel the need, the need for audio rate speed!

http://matpalm.com/blog/wavenet_on_mcu/

https://www.youtube.com/watch?v=W2E7iZeZDlM

the CMSIS dsp library for arm has a python wrapper that allows you to prototype using python so you can get your algorithm correct before...

the CMSIS dsp library for arm has a python wrapper that allows you to prototype using python so you can get your algorithm correct before porting to c++

trouble is , it keeps crashing for me...

i _guess_ core dumps with no errors are the TRUE authentic embedded experience lol