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Benchmark suite to evaluate Data Parallel Extensions for Python

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Add CHANGELOG to track changes. - [x] Have you provided a meaningful PR description? - [x] Have you added a test, reproducer or referred to an issue with a reproducer?...

This is a request to add documentation for CUDA devices. For example, it would be great to see: - Instructions for setting up the Conda environment and a `.yaml` file...

Much performance downgrade: https://github.com/IntelPython/dpbench/pull/307

They should share code with numba, the only difference is decorator, Do not copypaste them

The dpex_k implementation for DBSCAN currently fails execution with a rather cryptic message stating: > "Datatypes of array passed to @numba_dpex.kernel has to be the same. Passed datatypes: "... The...

This issue is to track sporadic failures in CI. This issue is going to be updated with each failure in order to try to track it's source. ``` Default async_handler...

dpbench -i dpnp run --no-dpbench --polybench --npbench --no-skip-expected-failures --precision=single -r=1 -p=S -t=10 --no-validate Benchmarks that cause this warning: cavity_flow channel_flow compute contour_integral conv2d_bias crc16 lenet mlp nbody resnet scattering_self_energies softmax...

Implement single precision data support for the initialization step. Change common creation functions inside workload to `*_like` creation functions. (zeros -> zeros_like)

See details: https://github.com/IntelPython/dpbench/pull/168