import os
import numpy as np
np.random.seed(19)
def gen_golden_data(case_name, param):
dtype = param.dtype
dst_tile_row, dst_tile_col = param.dst_tile_row, param.dst_tile_col
src0_tile_row, src0_tile_col = param.src0_tile_row, param.src0_tile_col
src1_tile_row, src1_tile_col = param.src1_tile_row, param.src1_tile_col
v_valid_row, v_valid_col0, v_valid_col1 = param.valid_row, param.valid_col0, param.valid_col1
input1_valid = np.random.uniform(-1000, 1000, size=(v_valid_row, v_valid_col0)).astype(dtype)
input2_valid = np.random.uniform(-1000, 1000, size=(v_valid_row, v_valid_col1)).astype(dtype)
input1 = np.zeros([src0_tile_row, src0_tile_col]).astype(dtype)
input2 = np.zeros([src1_tile_row, src1_tile_col]).astype(dtype)
input1[0:v_valid_row, 0:v_valid_col0] = input1_valid
input2[0:v_valid_row, 0:v_valid_col1] = input2_valid
golden = np.zeros([dst_tile_row, dst_tile_col]).astype(dtype)
golden[0:v_valid_row, 0:v_valid_col0] = input1[0:v_valid_row, 0:v_valid_col0]
golden[0:v_valid_row, v_valid_col0:v_valid_col0 + v_valid_col1] = input2[0:v_valid_row, 0:v_valid_col1]
input1.tofile("input1.bin")
input2.tofile("input2.bin")
golden.tofile("golden.bin")
class TConcatParams:
def __init__(self, dtype, dst_h, dst_w, src0_h, src0_w, src1_h, src1_w, valid_row, valid_col0, valid_col1):
self.dtype = dtype
self.dst_tile_row = dst_h
self.dst_tile_col = dst_w
self.src0_tile_row = src0_h
self.src0_tile_col = src0_w
self.src1_tile_row = src1_h
self.src1_tile_col = src1_w
self.valid_row = valid_row
self.valid_col0 = valid_col0
self.valid_col1 = valid_col1
def generate_case_name(param):
dtype_str = {
np.float32: 'float',
np.float16: 'half',
np.int8: 'int8',
np.int32: 'int32',
np.int16: 'int16'
}[param.dtype]
return f"TCONCATTest.case_{dtype_str}_{param.dst_tile_row}x{param.dst_tile_col}_\
{param.src0_tile_row}x{param.src0_tile_col}_{param.src1_tile_row}x{param.src1_tile_col}_\
{param.valid_row}x{param.valid_col0}_{param.valid_row}x{param.valid_col1}"
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 = [
TConcatParams(np.float32, 64, 128, 64, 64, 64, 64, 64, 64, 64),
TConcatParams(np.int32, 64, 128, 64, 64, 64, 64, 64, 64, 64),
TConcatParams(np.float16, 16, 256, 16, 128, 16, 128, 16, 128, 128),
TConcatParams(np.float32, 16, 64, 16, 32, 16, 32, 16, 32, 32),
TConcatParams(np.int16, 32, 256, 32, 128, 32, 128, 32, 128, 128),
TConcatParams(np.float16, 16, 128, 16, 64, 16, 64, 16, 63, 64),
TConcatParams(np.float32, 16, 64, 16, 32, 16, 32, 16, 31, 32),
TConcatParams(np.int16, 32, 256, 32, 128, 32, 128, 32, 127, 128),
]
for param in 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(case_name, param)
os.chdir(original_dir)