Updated dependencies, required python version and bumped version

Author: fjwillemsen

kernel_tuner/backends/hypertuner.py

@@ -101,8 +101,9 @@ def compile(self, kernel_instance):
         # any additional settings
         override = { 
             "experimental_groups_defaults": { 
-                "repeats": 10,
-                "samples": self.iterations 
+                "repeats": 25,
+                "samples": self.iterations,
+                "minimum_fraction_of_budget_valid": 0.01, 
             }
         }
 

kernel_tuner/hyper.py

@@ -152,7 +152,7 @@ def put_if_not_present(target_dict, key, value):
     elif strategy_to_tune.lower() == "bayes_opt":
         hyperparams = {
             # 'covariancekernel': ["constantrbf", "rbf", "matern32", "matern52"],
-            # 'covariancelengthscale': [1.0, 1.5, 2.0],
+            'covariancelengthscale': [1.0, 1.5, 2.0],
             'method': ["poi", "ei", "lcb", "lcb-srinivas", "multi", "multi-advanced", "multi-fast", "multi-ultrafast"],
             'samplingmethod': ["random", "LHS"],
             'popsize': [10, 20, 30]

pyproject.toml

@@ -5,7 +5,7 @@ build-backend = "poetry.core.masonry.api"
 [project]
 name = "kernel_tuner"
 description = "An easy to use CUDA/OpenCL kernel tuner in Python"
-version = "1.0" # adhere to PEP440 versioning: https://packaging.python.org/en/latest/guides/distributing-packages-using-setuptools/#id55
+version = "1.1.0" # adhere to PEP440 versioning: https://packaging.python.org/en/latest/guides/distributing-packages-using-setuptools/#id55
 readme = "README.md"
 license = "Apache-2.0"
 authors = [
@@ -44,13 +44,13 @@ classifiers = [
 ]
 
 # ATTENTION: if anything is changed here, run `poetry update`
-requires-python = ">=3.10,<3.15"  # NOTE when changing the Python versions, also change the test versions in the Noxfile and GitHub Actions
+requires-python = ">=3.10,<4" # <4 is because of hip-python-fork  # NOTE when changing the Python versions, also change the test versions in the Noxfile and GitHub Actions
 dependencies = [
     "numpy (>=1.26.0,<2.0.0)",    # Python 3.12 requires numpy at least 1.26, CuPy does not support 2.0
     "scipy>=1.14.1",
     "packaging",        # required by file_utils
     "jsonschema",
-    "python-constraint2>=2.1.0",
+    "python-constraint2>=2.2.0",
     "xmltodict",
     "pandas>=2.0.0",
     "scikit-learn>=1.0.2",