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soda-inria
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sklearn-numba-dpex
Experimental plugin for scikit-learn to be able to run (some estimators) on Intel GPUs via numba-dpex.
BSD 3-Clause "New" or "Revised" License
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WIP: Feature/upgrade dpex syntax
#123
ZzEeKkAa
opened
6 months ago
0
MNT Bump dependencies to latest versions
#122
fcharras
closed
8 months ago
0
Add workarounds for https://github.com/numba/numba/issues/9242
#121
Hardcode84
opened
11 months ago
0
MNT remove hacks after some stability issues have been fixed upstream
#120
fcharras
closed
11 months ago
1
MNT use latest numba_dpex dev version that fixes stability issues
#119
fcharras
closed
11 months ago
0
MNT Update dependencies
#118
fcharras
closed
11 months ago
3
MNT remove done todos
#117
fcharras
closed
11 months ago
0
MNT Minor maintenance and fix
#116
fcharras
closed
1 year ago
0
FIX Workaround wrong compiled code on cpu
#115
fcharras
closed
1 year ago
1
MNT Synchronize with sklearn 1.4
#114
fcharras
closed
1 year ago
0
Fix/single out 906 unit test
#113
fcharras
closed
1 year ago
0
Fix/fix docker build pipeline
#112
fcharras
closed
1 year ago
0
FEA kneighbors driver
#111
fcharras
opened
1 year ago
0
ENH Reuse TopK buffers
#110
fcharras
opened
1 year ago
1
Fix docker build pipeline
#109
fcharras
closed
1 year ago
8
Assume private arrays are created already initialized to zero
#108
fcharras
closed
1 year ago
0
Improve performance accross several kernels with better parameters
#107
fcharras
closed
1 year ago
3
FEA extending top-k to multi row inputs
#106
fcharras
closed
1 year ago
1
Fix monkey patching hack
#105
fcharras
closed
1 year ago
4
FIX fix performance regression seen in `numba_dpex==0.20.0dev3`
#104
fcharras
closed
1 year ago
0
Inline comments that hint at possible future optimizations in some kernels
#103
fcharras
opened
1 year ago
0
FEA Implement an optimized sliding window matmul kernel
#102
fcharras
closed
1 year ago
14
Move reduction kernels to reduction module
#101
fcharras
closed
1 year ago
1
Hotfix strict convergence check
#100
fcharras
closed
1 year ago
2
Hotfix strict convergence check initialization
#99
fcharras
closed
1 year ago
0
ENH Use a 2D grid of work items where applicable
#98
fcharras
closed
1 year ago
1
`test_predict_kmeans` sklearn test can sometimes fail because of non-deterministic cluster relocation
#97
fcharras
opened
1 year ago
1
Fix work around #906
#96
fcharras
closed
1 year ago
2
Measure GPU occupancy when running the benchmark on a Flex 170 on Intel DevCloud
#95
ogrisel
opened
1 year ago
4
Leverage the lightweight dpcpp-llvm-spirv dependency
#94
ogrisel
opened
1 year ago
0
MNT bump dependencies and update, including removing hacks required by 0.19.0
#93
fcharras
closed
1 year ago
1
Fix conda-install mistake in readme
#92
fcharras
closed
1 year ago
0
MNT Tests now rely on fallback rather than on raising NotSupportedByEngineError
#91
fcharras
opened
1 year ago
0
ENH Add CLI to the benchmark script.
#90
fcharras
closed
1 year ago
2
FEAT: implement convert to sklearn types
#89
fcharras
closed
1 year ago
2
ENH small cleaning and optimizations accross the repo
#88
fcharras
closed
1 year ago
8
Improve understandability of the sum reduction kernels
#87
ogrisel
closed
1 year ago
3
FIX make test_error_raised_on_invalid_group_sizes pass on smaller GPUs
#86
ogrisel
closed
1 year ago
1
Fix issues seen on devcloud with flex170 gpu
#85
fcharras
closed
1 year ago
2
Fix a bug that caused some kmeans helper kernels to not be correctly cached
#84
fcharras
closed
1 year ago
1
Update dockerfile
#83
fcharras
closed
1 year ago
1
MAINT update dependencies to 2023 releases + numba_dpex 0.19.0
#82
fcharras
closed
1 year ago
6
FEA 1D Radix `topk` and application to cluster relocation in `KMeans`
#81
fcharras
closed
1 year ago
9
FEAT implement sum over axis0
#80
fcharras
closed
1 year ago
11
ENH Enhances and refactors sum kernel
#79
fcharras
closed
1 year ago
2
Fix sklearnex benchmark compatibility issues with 2023.0.0 release
#78
fcharras
closed
1 year ago
0
Update dockerfile to up to date versions
#77
fcharras
closed
1 year ago
0
Temporarily pin dpcpp runtime in conda install
#76
fcharras
closed
1 year ago
0
Add kmeans_dpcpp to benchmark
#75
fcharras
closed
1 year ago
5
ENH Adapt to latest commits of the `feature/engines` branch
#74
fcharras
closed
1 year ago
19
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