import os
import numpy as np
np.random.seed(19)
def gen_golden_data_tors(case_name, param):
dtype = param.dtype
row, col = [param.tile_row, param.tile_col]
row_valid, col_valid = [param.valid_row, param.valid_col]
input1 = np.random.randint(1, 10, size=[row, col]).astype(dtype)
scalar = np.random.randint(1, 10, size=[1, 1]).astype(dtype)
golden = (input1 | scalar).astype(dtype)
output = np.zeros([row, col]).astype(dtype)
for h in range(row):
for w in range(col):
if h >= row_valid or w >= col_valid:
golden[h][w] = output[h][w]
input1.tofile("input1.bin")
scalar.tofile("scalar.bin")
golden.tofile("golden.bin")
class TOrsParams:
def __init__(self, dtype, global_row, global_col, tile_row, tile_col, valid_row, valid_col):
self.dtype = dtype
self.global_row = global_row
self.global_col = global_col
self.tile_row = tile_row
self.tile_col = tile_col
self.valid_row = valid_row
self.valid_col = valid_col
def generate_case_name(param):
dtype_str = {
np.float32: 'float',
np.float16: 'half',
np.int8: 'int8',
np.int32: 'int32',
np.int16: 'int16'
}[param.dtype]
def substring(a, b) -> str:
return f"_{a}x{b}"
name = f"TORSTest.case_{dtype_str}"
name += substring(param.global_row, param.global_col)
name += substring(param.tile_row, param.tile_col)
name += substring(param.valid_row, param.valid_col)
return name
if __name__ == "__main__":
script_dir = os.path.dirname(os.path.abspath(__file__))
testcases_dir = os.path.join(script_dir, "testcases")
if not os.path.exists(testcases_dir):
os.makedirs(testcases_dir)
case_params_list = [
TOrsParams(np.int32, 64, 64, 64, 64, 64, 64),
TOrsParams(np.int16, 64, 64, 64, 64, 64, 64),
]
for i, param in enumerate(case_params_list):
case_name = generate_case_name(param)
if not os.path.exists(case_name):
os.makedirs(case_name)
original_dir = os.getcwd()
os.chdir(case_name)
gen_golden_data_tors(case_name, param)
os.chdir(original_dir)