Topics tagged gpu

Topic	Replies	Views	Activity
Out of Memory when using pm.sampling.jax.sample_blackjax_nuts v5 gpu , modeling , jax	2	85	March 23, 2023
Reduce memory requirements on the GPU when sampling with pm.sampling_jax.sample_numpyro_nuts() v5 gpu	3	52	March 15, 2023
Pymc, numpyro GPs and Transform RVs memory behaviour v5 gpu , gaussian_process , sampling	9	224	December 21, 2022
Set up environment for JAX sampling with GPU support in PyMC v4 Sharing gpu , sampling , ubuntu	15	4874	September 28, 2022
NUTS sampling with GPU acceleration in PyMC4 gpu , hierarchical	8	1230	July 14, 2022
GPU acceleration with Aesara v5 gpu , aesara	2	378	July 9, 2022
With all the changes, what are the options for ADVI training on GPUs? Questions gpu	6	542	July 4, 2022
Pymc3 / pymc v4 GPU example for a basic hierarchical model with NUTS sampling version agnostic gpu	1	539	April 6, 2022
Support multiple tensor backends via NEP-47 (Python array API standard) Development development , gpu	4	601	July 1, 2021
Can't use GPU using Aesara Questions gpu	0	484	April 23, 2021
Initialization and sampling error when running on GPUs Questions gpu	0	411	September 28, 2020
Sampling became much slower after upgrading pymc3 Questions gpu	3	1836	April 12, 2020
Can PyMC3 (or even PyMC4) make use of the AMD Radeon "Navi" 5500M GPU in a Macbook Pro 16? Questions gpu , theano	2	822	March 25, 2020
Pymc3 GPU on windows and on linux Questions gpu	6	3056	August 1, 2019
Massive slow down when moving from 3.6 to 3.7 Development development , gpu	2	1451	July 14, 2019
Using pycuda in theano operation Questions gpu , theano	2	871	June 28, 2019
Using Multiple GPU's Questions gpu , theano	0	404	August 28, 2018
Setup environment for using GPU with Theano Questions gpu	1	2949	July 24, 2018
PyMC3 Pickle Issue with GPU Questions gpu , theano	3	2084	July 24, 2018
Optimization suggestion for Hierarchical Model using NUTS on CPU/GPU Questions gpu , theano	7	1079	June 4, 2018
Gpu and cpu showing different log prob numbers Questions gpu , theano	2	418	May 21, 2018
Gpu much slower than cpu Questions gpu	3	1696	May 14, 2018
Different precision between gpu and cpu Questions gpu	1	532	May 7, 2018
Bayesian NN classifier predicts data from 0 to 0.5 and not 0 to 1 Questions gpu , theano	6	619	November 22, 2017
GPU utilization is high but memory usage is very low leading to subpar sampling performance Questions gpu , theano	2	5047	August 26, 2017
Leveraging the GPU in PyMC3 Questions gpu , theano	5	7329	August 12, 2017
The new minibatch interface Questions gpu	6	578	July 17, 2017
Core Dump Error when Run GP Regression example Questions gpu	5	956	July 4, 2017