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Showing posts with the label Numba

Efficient Way To Process Pandas Dataframe Timeseries With Numba

I have a DataFrame with 1,500,000 rows. It's one-minute level stock market data that I bought f… Read more Efficient Way To Process Pandas Dataframe Timeseries With Numba

Is It Safe To Implement Cuda Gridsync() In Numba Like This

Numba lacks the cuda-C command gridsync() so there is not a canned method for syncing across an ent… Read more Is It Safe To Implement Cuda Gridsync() In Numba Like This

Numba Environment Variable Not Set Through .numba_config.yaml

Some environment variables can be set for numba, as specified in the doc: https://numba.pydata.org/… Read more Numba Environment Variable Not Set Through .numba_config.yaml

How To Efficiently Create A Tuple Of Length N With Code That Will Compile With Numba?

I timed two ways to create a tuple of length N. This is very fast: def createTuple(): for _ in … Read more How To Efficiently Create A Tuple Of Length N With Code That Will Compile With Numba?

Parallelizing A Maximum Over An Nd-array Using Numba

I am trying to use Numba to parallelize a Python function which takes two numpy ndarrays, alpha and… Read more Parallelizing A Maximum Over An Nd-array Using Numba

Why Launching A Numba Cuda Kernel Works With Up To 640 Threads, But Fails With 641 When There's Plenty Of Gpu Memory Free?

I have a Numba cuda kernel which I can launch with up to 640 threads and 64 blocks on an RTX 3090. … Read more Why Launching A Numba Cuda Kernel Works With Up To 640 Threads, But Fails With 641 When There's Plenty Of Gpu Memory Free?

Cuda Api Error On Python With Numba

I'm kind of new to numba and was trying to speed up my monte carlo method with it. Im currently… Read more Cuda Api Error On Python With Numba

Numba V0.44: Cannot Reflect Element Of Reflected Container

I am new to numba and am struggling at every turn to get what I think is simple to work in nopython… Read more Numba V0.44: Cannot Reflect Element Of Reflected Container