# Copyright 2019 Huawei Technologies Co., Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """save gpu param""" import os import hashlib import _akg.tvm from _akg.tvm import schedule from _akg.utils import validation_check as vc_util def get_dim(dim, axis=True): """get dim info""" dims_str = { "grid_dim0": "// attr [iter_var(blockIdx.x, , blockIdx.x)] thread_extent = ", "grid_dim1": "// attr [iter_var(blockIdx.y, , blockIdx.y)] thread_extent = ", "grid_dim2": "// attr [iter_var(blockIdx.z, , blockIdx.z)] thread_extent = ", "block_dim0": "// attr [iter_var(threadIdx.x, , threadIdx.x)] thread_extent = ", "block_dim1": "// attr [iter_var(threadIdx.y, , threadIdx.y)] thread_extent = ", "block_dim2": "// attr [iter_var(threadIdx.z, , threadIdx.z)] thread_extent = " } dim_to_axis = { "grid_dim0": '"blockIdx.x" : ', "grid_dim1": '"blockIdx.y" : ', "grid_dim2": '"blockIdx.z" : ', "block_dim0": '"threadIdx.x" : ', "block_dim1": '"threadIdx.y" : ', "block_dim2": '"threadIdx.z" : ' } if axis: return dim_to_axis.get(dim) return dims_str.get(dim) def parse_params(file, dim, ir): """parse parameters""" dim_str = get_dim(dim, axis=False) pos = ir.find(dim_str) if pos != -1: index = pos + len(dim_str) param_temp = get_dim(dim) while ir[index].isdigit(): param_temp += ir[index] index += 1 file.write(param_temp + ",\n") else: param_temp = get_dim(dim) + '1' file.write(param_temp + ",\n") @vc_util.check_input_type(schedule.Schedule, (list, tuple), tuple) def save_gpu_params(s, args, kernel_info): """save gpu parameters""" ptx_code = kernel_info[0] file_name = kernel_info[1] kernel_name = kernel_info[2] ir = str(_akg.tvm.lower(s, args, simple_mode=True)) file_path = os.path.realpath(file_name) if os.path.exists(file_path): os.remove(file_path) sha256 = hashlib.sha256() sha256.update(ptx_code.encode("utf-8")) hash_str = sha256.hexdigest() with os.fdopen(os.open(file_path, os.O_WRONLY | os.O_CREAT, 0o400), 'w') as fo: fo.write("{\n") fo.write('"kernelName" : ' + '"' + kernel_name + "_kernel0" + '",\n') parse_params(fo, "grid_dim0", ir) parse_params(fo, "grid_dim1", ir) parse_params(fo, "grid_dim2", ir) parse_params(fo, "block_dim0", ir) parse_params(fo, "block_dim1", ir) parse_params(fo, "block_dim2", ir) fo.write('"sha256" : ' + '"' + hash_str + '"\n') fo.write("}\n")