{"id": "F01_arith_add", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "001_add-two-ints", "nl": "Write a function `add` that takes two i32 values and returns their sum.", "canonical_fn_name": "add", "canonical_signature": "(i32, i32) -> i32", "inputs": [{"type": "i32", "value": 7}, {"type": "i32", "value": 3}], "result_type": "i32", "expected_output": 10, "expected_stdout_regex": "^10\\b"}
{"id": "F02_arith_mul_i64", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "003_multiply-ints", "nl": "Write a function `mul` that multiplies two i64 values and returns their product.", "canonical_fn_name": "mul", "canonical_signature": "(i64, i64) -> i64", "inputs": [{"type": "i64", "value": 6}, {"type": "i64", "value": 7}], "result_type": "i64", "expected_output": 42, "expected_stdout_regex": "^42\\b"}
{"id": "F03_arith_addf_f32", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "004_add-floats", "nl": "Write a function `addf` that takes two f32 values and returns their sum.", "canonical_fn_name": "addf", "canonical_signature": "(f32, f32) -> f32", "inputs": [{"type": "f32", "value": 1.5}, {"type": "f32", "value": 2.25}], "result_type": "f32", "expected_output": 3.75, "expected_stdout_regex": "^3\\.75\\b"}
{"id": "F04_arith_const42", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "005_integer-constant", "nl": "Write a function that returns the constant integer 42 as an i32.", "canonical_fn_name": "const42", "canonical_signature": "() -> i32", "inputs": [], "result_type": "i32", "expected_output": 42, "expected_stdout_regex": "^42\\b"}
{"id": "F05_arith_chain_addmul", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "008_chain-add-then-multiply", "nl": "Write a function that computes `(a + b) * c` on i32 inputs and returns the i32 result.", "canonical_fn_name": "fma_like", "canonical_signature": "(i32, i32, i32) -> i32", "inputs": [{"type": "i32", "value": 2}, {"type": "i32", "value": 3}, {"type": "i32", "value": 4}], "result_type": "i32", "expected_output": 20, "expected_stdout_regex": "^20\\b"}
{"id": "F06_arith_band", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "016_bitwise-and", "nl": "Write a function that computes the bitwise AND of two i32 values.", "canonical_fn_name": "band", "canonical_signature": "(i32, i32) -> i32", "inputs": [{"type": "i32", "value": 12}, {"type": "i32", "value": 10}], "result_type": "i32", "expected_output": 8, "expected_stdout_regex": "^8\\b"}
{"id": "F07_arith_inc", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "033_increment-by-one", "nl": "Write a function that takes an i32 and returns it incremented by 1.", "canonical_fn_name": "inc", "canonical_signature": "(i32) -> i32", "inputs": [{"type": "i32", "value": 41}], "result_type": "i32", "expected_output": 42, "expected_stdout_regex": "^42\\b"}
{"id": "F08_arith_double_f32", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "034_double-value", "nl": "Write a function that doubles an f32 value.", "canonical_fn_name": "dbl", "canonical_signature": "(f32) -> f32", "inputs": [{"type": "f32", "value": 3.5}], "result_type": "f32", "expected_output": 7.0, "expected_stdout_regex": "^7(\\.0+)?\\b"}
{"id": "F09_arith_square_i32", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "040_square", "nl": "Write a function that computes x squared for an i32 x.", "canonical_fn_name": "square", "canonical_signature": "(i32) -> i32", "inputs": [{"type": "i32", "value": 7}], "result_type": "i32", "expected_output": 49, "expected_stdout_regex": "^49\\b"}
{"id": "F10_arith_cube_f32", "dialect": "arith+func", "source_benchmark": "mlir_spec_150", "source_id": "041_cube", "nl": "Write a function that computes x * x * x for an f32 x.", "canonical_fn_name": "cube", "canonical_signature": "(f32) -> f32", "inputs": [{"type": "f32", "value": 2.0}], "result_type": "f32", "expected_output": 8.0, "expected_stdout_regex": "^8(\\.0+)?\\b"}
{"id": "F11_linalg_fill_zero_1d", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "06_fill-zero-1d", "nl": "Write a function that fills a 1-D f32 memref with zeros.", "canonical_fn_name": "f0", "canonical_signature": "(memref<?xf32>) -> ()", "memref_inputs": [{"name": "m", "shape": [4], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "m", "shape": [4], "dtype": "f32"}], "expected_stdout_regex": "data\\s*=\\s*\\[\\s*0(\\.0+)?\\s*,\\s*0(\\.0+)?\\s*,\\s*0(\\.0+)?\\s*,\\s*0(\\.0+)?\\s*\\]"}
{"id": "F12_linalg_fill_value_2d", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "07_fill-value-param", "nl": "Write a function that fills a 2-D f32 memref with a given f32 value passed as a parameter.", "canonical_fn_name": "fp", "canonical_signature": "(f32, memref<?x?xf32>) -> ()", "scalar_inputs": [{"type": "f32", "value": 5.0}], "memref_inputs": [{"name": "m", "shape": [2, 2], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "m", "shape": [2, 2], "dtype": "f32"}], "expected_stdout_regex": "(5(\\.0+)?[^\\d]+){4}"}
{"id": "F13_linalg_fill_i32_const", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "08_fill-i32", "nl": "Write a function that fills a 1-D i32 memref with the integer constant 7.", "canonical_fn_name": "f7", "canonical_signature": "(memref<?xi32>) -> ()", "memref_inputs": [{"name": "m", "shape": [4], "dtype": "i32", "init": "alloc_only"}], "memref_print": [{"name": "m", "shape": [4], "dtype": "i32"}], "expected_stdout_regex": "(7[^\\d]+){4}"}
{"id": "F14_linalg_copy_1d", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "09_copy-1d", "nl": "Write a function that copies a 1-D f32 memref into another 1-D f32 memref of the same shape.", "canonical_fn_name": "c1", "canonical_signature": "(memref<?xf32>, memref<?xf32>) -> ()", "memref_inputs": [{"name": "s", "shape": [4], "dtype": "f32", "init": "fill", "fill_value": 3.5}, {"name": "d", "shape": [4], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "d", "shape": [4], "dtype": "f32"}], "expected_stdout_regex": "(3\\.5[^\\d]+){4}"}
{"id": "F15_linalg_copy_2d_static", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "10_copy-2d-static", "nl": "Write a function that copies a 4x4xf32 static memref into another 4x4xf32 memref.", "canonical_fn_name": "c2", "canonical_signature": "(memref<4x4xf32>, memref<4x4xf32>) -> ()", "memref_inputs": [{"name": "s", "shape": [4, 4], "dtype": "f32", "init": "fill", "fill_value": 1.25, "static": true}, {"name": "d", "shape": [4, 4], "dtype": "f32", "init": "alloc_only", "static": true}], "memref_print": [{"name": "d", "shape": [4, 4], "dtype": "f32"}], "expected_stdout_regex": "(1\\.25[^\\d]+){4}"}
{"id": "F16_linalg_add_elemwise", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "20_add-elemwise", "nl": "linalg.add elementwise on two 1-D f32 memrefs", "canonical_fn_name": "ae", "canonical_signature": "(memref<?xf32>, memref<?xf32>, memref<?xf32>) -> ()", "memref_inputs": [{"name": "a", "shape": [4], "dtype": "f32", "init": "fill", "fill_value": 2.0}, {"name": "b", "shape": [4], "dtype": "f32", "init": "fill", "fill_value": 3.0}, {"name": "c", "shape": [4], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "c", "shape": [4], "dtype": "f32"}], "expected_stdout_regex": "(5(\\.0+)?[^\\d]+){4}"}
{"id": "F17_linalg_mul_elemwise_2d", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "22_mul-elemwise-2d", "nl": "linalg.mul elementwise on two 2-D f32 memrefs (2x2)", "canonical_fn_name": "me", "canonical_signature": "(memref<?x?xf32>, memref<?x?xf32>, memref<?x?xf32>) -> ()", "memref_inputs": [{"name": "a", "shape": [2, 2], "dtype": "f32", "init": "fill", "fill_value": 3.0}, {"name": "b", "shape": [2, 2], "dtype": "f32", "init": "fill", "fill_value": 4.0}, {"name": "c", "shape": [2, 2], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "c", "shape": [2, 2], "dtype": "f32"}], "expected_stdout_regex": "(12(\\.0+)?[^\\d]+){4}"}
{"id": "F18_linalg_matmul_2x2", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "02_matmul-static-2x2", "nl": "Write a function that performs matrix multiplication of two 2x2 f32 memrefs and writes the result into the output 2x2 f32 memref.", "canonical_fn_name": "mm22", "canonical_signature": "(memref<2x2xf32>, memref<2x2xf32>, memref<2x2xf32>) -> ()", "memref_inputs": [{"name": "A", "shape": [2, 2], "dtype": "f32", "init": "fill", "fill_value": 1.0, "static": true}, {"name": "B", "shape": [2, 2], "dtype": "f32", "init": "fill", "fill_value": 1.0, "static": true}, {"name": "C", "shape": [2, 2], "dtype": "f32", "init": "fill", "fill_value": 0.0, "static": true}], "memref_print": [{"name": "C", "shape": [2, 2], "dtype": "f32"}], "expected_stdout_regex": "(2(\\.0+)?[^\\d]+){4}"}
{"id": "F19_linalg_exp_elemwise", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "24_exp-elemwise", "nl": "linalg.exp elementwise on a 1-D f32 memref", "canonical_fn_name": "ee", "canonical_signature": "(memref<?xf32>, memref<?xf32>) -> ()", "memref_inputs": [{"name": "x", "shape": [4], "dtype": "f32", "init": "fill", "fill_value": 0.0}, {"name": "y", "shape": [4], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "y", "shape": [4], "dtype": "f32"}], "expected_stdout_regex": "(1(\\.0+)?[^\\d]+){4}"}
{"id": "F20_linalg_abs_elemwise", "dialect": "linalg+memref", "source_benchmark": "linalg_spec_30", "source_id": "26_abs-elemwise", "nl": "linalg.abs elementwise on a 1-D f32 memref", "canonical_fn_name": "ab", "canonical_signature": "(memref<?xf32>, memref<?xf32>) -> ()", "memref_inputs": [{"name": "x", "shape": [4], "dtype": "f32", "init": "fill", "fill_value": -2.5}, {"name": "y", "shape": [4], "dtype": "f32", "init": "alloc_only"}], "memref_print": [{"name": "y", "shape": [4], "dtype": "f32"}], "expected_stdout_regex": "(2\\.5[^\\d]+){4}"}
{"id": "F21_stablehlo_add_1d_f32", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "01_add-1d", "nl": "Write a function that adds two 1-D f32 tensors of 16 elements using stablehlo.add.", "canonical_fn_name": "a", "canonical_signature": "(tensor<16xf32>, tensor<16xf32>) -> tensor<16xf32>", "iree_inputs": ["16xf32=1.0", "16xf32=2.0"], "expected_output_pattern": "16xf32=3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3"}
{"id": "F22_stablehlo_multiply_2d", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "04_multiply-2d", "nl": "Write a function that multiplies two 4x4 f32 tensors elementwise using stablehlo.multiply.", "canonical_fn_name": "mul", "canonical_signature": "(tensor<4x4xf32>, tensor<4x4xf32>) -> tensor<4x4xf32>", "iree_inputs": ["4x4xf32=3.0", "4x4xf32=4.0"], "expected_output_pattern": "4x4xf32=\\[12 12 12 12\\]\\[12 12 12 12\\]\\[12 12 12 12\\]\\[12 12 12 12\\]"}
{"id": "F23_stablehlo_subtract_1d_i32", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "03_subtract-1d-i32", "nl": "Write a function that subtracts two 1-D i32 tensors of 16 elements using stablehlo.subtract.", "canonical_fn_name": "s", "canonical_signature": "(tensor<16xi32>, tensor<16xi32>) -> tensor<16xi32>", "iree_inputs": ["16xi32=10", "16xi32=4"], "expected_output_pattern": "16xi32=6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6"}
{"id": "F24_stablehlo_abs_f32", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "06_abs-f32", "nl": "Write a function that computes the elementwise absolute value of a 1-D f32 tensor.", "canonical_fn_name": "ab", "canonical_signature": "(tensor<16xf32>) -> tensor<16xf32>", "iree_inputs": ["16xf32=-2.5"], "expected_output_pattern": "16xf32=2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5"}
{"id": "F25_stablehlo_exp_1d", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "07_exp-1d", "nl": "Write a function that computes the elementwise exponential of a 1-D f32 tensor.", "canonical_fn_name": "ex", "canonical_signature": "(tensor<16xf32>) -> tensor<16xf32>", "iree_inputs": ["16xf32=0.0"], "expected_output_pattern": "16xf32=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1"}
{"id": "F26_stablehlo_transpose_2d", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "09_transpose-2d", "nl": "Write a function that transposes a 4x8 f32 tensor producing an 8x4 tensor.", "canonical_fn_name": "t", "canonical_signature": "(tensor<4x8xf32>) -> tensor<8x4xf32>", "iree_inputs": ["4x8xf32=1.5"], "expected_output_pattern": "8x4xf32="}
{"id": "F27_stablehlo_add_2d_dyn", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "02_add-2d-dynamic", "nl": "Write a function that adds two 2x4 f32 tensors using stablehlo.add.", "canonical_fn_name": "a2", "canonical_signature": "(tensor<2x4xf32>, tensor<2x4xf32>) -> tensor<2x4xf32>", "iree_inputs": ["2x4xf32=2.0", "2x4xf32=2.5"], "expected_output_pattern": "2x4xf32=\\[4.5 4.5 4.5 4.5\\]\\[4.5 4.5 4.5 4.5\\]"}
{"id": "F28_stablehlo_divide_f64", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "05_divide-f64", "nl": "Write a function that divides two 1-D f64 tensors of 8 elements using stablehlo.divide.", "canonical_fn_name": "d", "canonical_signature": "(tensor<8xf64>, tensor<8xf64>) -> tensor<8xf64>", "iree_inputs": ["8xf64=12.0", "8xf64=4.0"], "expected_output_pattern": "8xf64=3 3 3 3 3 3 3 3"}
{"id": "F29_stablehlo_dot_matmul", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "17_dot_general-matmul", "nl": "Write a function that performs a matmul of two f32 tensors via stablehlo.dot_general (lhs 4x8, rhs 8x4).", "canonical_fn_name": "dm", "canonical_signature": "(tensor<4x8xf32>, tensor<8x4xf32>) -> tensor<4x4xf32>", "iree_inputs": ["4x8xf32=1.0", "8x4xf32=1.0"], "expected_output_pattern": "4x4xf32=\\[8 8 8 8\\]\\[8 8 8 8\\]\\[8 8 8 8\\]\\[8 8 8 8\\]"}
{"id": "F30_stablehlo_transpose_3d", "dialect": "stablehlo", "source_benchmark": "stablehlo_spec_30", "source_id": "10_transpose-3d", "nl": "Write a function that transposes a 2x3x4 f32 tensor with permutation [2, 0, 1] producing a 4x2x3 tensor.", "canonical_fn_name": "t3", "canonical_signature": "(tensor<2x3x4xf32>) -> tensor<4x2x3xf32>", "iree_inputs": ["2x3x4xf32=2.5"], "expected_output_pattern": "4x2x3xf32="}