import os
import numpy as np
from utils import NumExt
np.random.seed(19)
def gen_golden_data_tprelu(case_name, param):
dtype = param.dtype
row, col = [param.tile_row, param.tile_col]
h_valid, w_valid = [param.valid_row, param.valid_col]
input1 = NumExt.astype(np.random.randint(1, 10, size=[row, col]), dtype)
input2 = NumExt.astype(np.random.randint(1, 10, size=[row, col]), dtype)
golden = NumExt.zeros([row, col], dtype)
golden[:h_valid, :w_valid] = NumExt.astype(
np.where(input1 > 0, input1, input1 * input2), dtype
)[:h_valid, :w_valid]
NumExt.write_array("input1.bin", input1, dtype)
NumExt.write_array("input2.bin", input2, dtype)
NumExt.write_array("golden.bin", golden, dtype)
return input1, input2, golden
class TPreluParams:
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 = NumExt.get_short_type_name(param.dtype)
return f"TPRELUTest.case_{dtype_str}_{param.global_row}x{param.global_col}_{param.tile_row}x{param.tile_col}_" + \
f"{param.valid_row}x{param.valid_col}"
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 = [
TPreluParams(np.float32, 64, 64, 64, 64, 64, 64),
TPreluParams(np.int32, 64, 64, 64, 64, 64, 64),
TPreluParams(np.int16, 64, 64, 64, 64, 64, 64),
TPreluParams(np.float16, 16, 256, 16, 256, 16, 256),
]
if os.getenv("PTO_CPU_SIM_ENABLE_BF16") == "1":
case_params_list.append(TPreluParams(NumExt.bf16, 16, 256, 16, 256, 16, 256))
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_tprelu(case_name, param)
os.chdir(original_dir)