import os
import argparse
import numpy as np
np.random.seed(9)
def gen_golden_data(tilingKey=1,M=0,K=0,N=0):
if tilingKey == 1:
x1_gm = np.random.uniform(1, 10, [M, K]).astype(np.float16)
x2_gm = np.random.uniform(1, 10, [K, N]).astype(np.float16)
golden = (np.matmul(x1_gm.astype(np.float32), x2_gm.astype(np.float32))).astype(np.float32)
elif tilingKey == 2:
x1_gm = np.random.uniform(1, 10, [M, K]).astype(np.float16)
x2_gm = np.random.uniform(1, 10, [K, N]).astype(np.float16)
golden = (np.matmul(x1_gm.astype(np.float32), x2_gm.astype(np.float32))).astype(np.float32)
x1_gm = x1_gm.transpose()
elif tilingKey == 3:
x1_gm = np.random.uniform(1, 10, [M, K]).astype(np.float32)
x2_gm = np.random.uniform(1, 10, [K, N]).astype(np.float32)
golden = (np.matmul(x1_gm.astype(np.float32), x2_gm.astype(np.float32))).astype(np.float32)
elif tilingKey == 4:
x1_gm = np.random.uniform(1, 10, [M, K]).astype(np.float32)
x2_gm = np.random.uniform(1, 10, [K, N]).astype(np.float32)
golden = (np.matmul(x1_gm.astype(np.float32), x2_gm.astype(np.float32))).astype(np.float32)
x1_gm = x1_gm.transpose()
elif tilingKey == 5:
x1_gm = np.random.uniform(1, 10, [M, K]).astype(np.int8)
x2_gm = np.random.uniform(1, 10, [K, N]).astype(np.int8)
golden = (np.matmul(x1_gm.astype(np.float32), x2_gm.astype(np.float32))).astype(np.int32)
x2_gm = x2_gm.transpose()
if tilingKey <= 4:
golden = golden.astype(np.float32)
else:
golden = golden.astype(np.int32)
os.system("mkdir -p input")
os.system("mkdir -p output")
x1_gm.tofile("./input/x1_gm.bin")
x2_gm.tofile("./input/x2_gm.bin")
golden.tofile("./output/golden.bin")
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument('-key', type=int, default=1, choices=range(1,6))
parser.add_argument('-m', type=int)
parser.add_argument('-k', type=int)
parser.add_argument('-n', type=int)
args = parser.parse_args()
gen_golden_data(args.key, args.m, args.k, args.n)