JIT API

@jit Decorator

The @jit decorator compiles Triton kernels with TeraXLang extensions.

from teraxlang import jit

@jit
def kernel(X, Y, Z, **kwargs):
    # Your kernel code here
    pass

Config

Configuration for kernel autotuning.

from teraxlang import Config

config = Config(
    {"BLOCK_M": 128, "BLOCK_N": 256},
    {"BLOCK_M": 256, "BLOCK_N": 128},
)

@autotune Decorator

Automatically tune kernel configurations.

from teraxlang import autotune, Config

@autotune(
    configs=[
        Config({"BLOCK_M": 128, "BLOCK_N": 256}),
        Config({"BLOCK_M": 256, "BLOCK_N": 128}),
    ],
    key="M * N",
)
def kernel(X, Y, Z, **kwargs):
    ...

@heuristics Decorator

Apply heuristics to choose configurations.

from teraxlang import heuristics

@heuristics({
    "BLOCK_M": lambda M: 128 if M < 1024 else 256,
})
def kernel(X, Y, Z, **kwargs):
    ...