Validate exhaustive autotuning for FP8 Inductor templates (#355)

Summary:
Pull Request resolved: #355

X-link: pytorch/pytorch#161442

Validate exhaustive autotuning for FP8 Inductor templates: scaled MM templates require `block_k >= 32`. Before, exhaustive autotuning defaulted to a limited set of autotuning configs, as limitations for exhaustively autotuning on FP8 shapes had not been tested.

Differential Revision: D80958642

Author: jananisriram

tritonbench/operators/fp8_gemm/fp8_gemm.py

@@ -17,6 +17,8 @@
 
 from .tutorial import matmul as tutorial_matmul
 
+torch._dynamo.config.recompile_limit = 10000  # Set high recompile limit to allow for exhausting autotuning
+
 logger = logging.getLogger(__name__)
 try:
     from .persistent import (