SAMPFUNCS acts as an extension of CLEO. Ensure CLEO is fully installed and functional.
SAMPFUNCS is typically installed by placing the sampfuncs.asi and sampfuncs.dll files directly into the root folder of the GTA: San Andreas installation directory. It requires an ASI loader (like dsound.dll or vorbisFile.dll ) to be present in the same directory to initiate the loading process.
def _validate_inputs( labels: np.ndarray, batch_size: int, extra_strata: Mapping[str, np.ndarray] | None, ) -> Tuple[np.ndarray, int, dict]: """Internal sanity checks and canonicalisation.""" if labels.ndim != 1: raise ValueError("`labels` must be a 1‑D array of class identifiers.") if not isinstance(batch_size, int) or batch_size <= 0: raise ValueError("`batch_size` must be a positive integer.")
To run SAMPFUNCS on an R5 client, you must use a specifically modified, unofficial port or an address-remapping ASI plugin designed to bridge the R1 tool to the R5 game structure. Technical Prerequisites sampfuncs 037 r5
Conflict with graphic modification plugins like DirectX 2.0 or ENB Series.
# ---------------------------------------------------------- # 5️⃣ Create cyclic iterators for each stratum # ---------------------------------------------------------- # If a stratum has fewer samples than required for one full batch, # we will “re‑use” its indices across epochs (the classic oversampling # trick). The iterator is therefore infinite. stratum_iters: dict[int, Iterator[int]] = {} for stratum_id, arr in strata_to_indices.items(): if len(arr) == 0: # Should never happen, but guard against pathological input. continue # Cycle the array, then take slices on demand. stratum_iters[stratum_id] = cycle(arr)
Remove the current .asi and replace it with the dedicated R5 compatibility patch. Alternatively, downgrade your SA-MP client to 0.3.7-R1. 2. "SAMPFUNCS compiled for another version of SA-MP" Cause: Version mismatch in the plugin's internal checks. SAMPFUNCS acts as an extension of CLEO
Restored compatibility for SF-plugins across different SA-MP versions. DirectX 9 Requirement:
: Fixed black bars appearing near text characters and improved font rasterization for larger sizes. Installation Basics SAMPFUNCS typically operates as a single file, SAMPFUNCS.asi
# Convert everything to int64 for consistent hashing later. labels = labels.astype(np.int64, copy=False) It requires an ASI loader (like dsound
Setting this to true allows you to open multiple instances of GTA SA simultaneously, which is highly useful for testing scripts or managing multiple accounts.
Change your default Windows keyboard language layout to English (US) before launching the game, or ensure DrawConsole = true is set in sf_settings.ini . 4. Cleo Scripts Using SAMPFUNCS Opcodes Fail to Load
: The primary developer of SAMPFUNCS has not released a version that natively hooks into the 0.3.7-R5 client.