Ck tile engine gemm (#2982)

* Partial Progress : CK Tile Engine GEMM

* Partial Progress : CK Tile Engine GEMM

* Partial Progress : Working GEMM Code

* Partial Progress : Working GEMM Code

* Changinf jenkins to remove preshuffle

* Partial Progress : CK TILE ENGINE GEMM Debugging

* Partial Progress : Removing changes that are not GEMM

* Partial Progress : Validation of full block size in GEMM

* Changes in Jenkins to run only fp16 and bf16

* Addressing Review Comments

* Partial Progress : Addressing CI issues

* Partial Progress - Runing GEMM for fp16,bf16 and rcr

* Clang

* Adding fp8 and bf8

* Adding fp8 and bf8

* Adding additional architrcture

* Limited datatypes and layouts

* Adding k_block_per_cu in test config

* Changes to faling CI errors

* Changes to faling CI errors

* Validation for GEMM

* Adding Layout support

* Adding Validations

* Adding layout in jenkins

* Update on Jenkins

* Distribution validation for GEMM

* Resolving merge conflicts

* Solving merge conflicts

tile_engine/ops/gemm/gemm_benchmark.py

@@ -273,48 +273,6 @@ class GemmBenchmark:
                 print(f"Error reading JSON file {json_file}: {e}")
             return None
 
-    def parse_benchmark_output(self, output: str) -> Optional[Dict]:
-        """Parse the benchmark output format - extract JSON directly"""
-        try:
-            # Find JSON block between asterisk markers
-            lines = output.split("\n")
-            json_start = -1
-            json_end = -1
-
-            for i, line in enumerate(lines):
-                if line.strip().startswith("{"):
-                    json_start = i
-                elif line.strip().endswith("}") and json_start != -1:
-                    json_end = i
-                    break
-
-            if json_start != -1 and json_end != -1:
-                json_text = "\n".join(lines[json_start : json_end + 1])
-                data = json.loads(json_text)
-
-                # Return the complete JSON data as-is, just add some convenience fields
-                result = data.copy()
-                if "perf_result" in data:
-                    perf = data["perf_result"]
-                    # Add convenience fields for backward compatibility
-                    result["time_ms"] = perf.get("latency(ms)", 0)
-                    result["tflops"] = perf.get("tflops(TFlops)", 0)
-                    result["bandwidth_gb_s"] = perf.get("bandwidth(GB/s)", 0)
-
-                return result
-
-            return None
-
-        except json.JSONDecodeError as e:
-            if self.verbose:
-                print(f"Failed to parse JSON: {e}")
-                print(f"Output was: {output[:200]}...")
-            return None
-        except Exception as e:
-            if self.verbose:
-                print(f"Error parsing output: {e}")
-            return None
-
     def benchmark_problem_size(
         self,
         kernels: List[Path],