tinygrad

tinygrad copied to clipboard

Remove VALIDHACKS

2

Symbolic should be able to infer when you don't need it.

geohot

Use local memory in kernels ($1000 bounty)

5

Claim the bounty by implementing this and having tinygrad generate GEMM kernels for NVIDIA that are faster than torch/cuBLAS. Clean code only, must be merged to claim bounty.

geohot

n step optim + sgd w/ momentum

4

Actually getting weird behaviour. For values of 10, 20, 50 for the number of steps, either all four tests fail or pass (in a 10:1 scale). But in 100 steps,...

JJJJJJJJJJJJJJJl

Optim tests run for multiple steps

4

TomFinet

Closes: #627

dc-dc-dc

SymbolicShapeTracker

4

Right now, the transformer can't be jitted. You should be able to pass in a symbolic number and use it in shapes, forcing the codegen to generate kernels that can...

geohot

WASM URL fetching doesn't work

1

https://tinygrad.org/recognize.html Submitting several JPEGs via the URL didn't work. Results in "processing" URL attempted: https://medlineplus.gov/images/Xray.jpg From Chrome debugger: ``` Access to fetch at 'https://medlineplus.gov/images/Xray.jpg' from origin 'https://tinygrad.org' has been blocked...

wkoszek

Feature request : MPS Backend from LiuLiu's codebase

7

Check out @liuliu 's NNC, maybe someone should use his mps backend in tinygrad. its much much faster and better written.

brappier

geohot

Test CUDA, and add cuda graph support to the JIT

2

geohot