/** * \file dnn/src/common/fakequant.cpp * MegEngine is Licensed under the Apache License, Version 2.0 (the "License") * * Copyright (c) 2014-2021 Megvii Inc. All rights reserved. * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or * implied. */ #include "megdnn/oprs.h" #include "src/common/utils.h" namespace megdnn { void FakeQuantBase::deduce_layout_fwd(const TensorLayout& input, TensorLayout& output) { output = TensorLayout(input); } void FakeQuantBase::check_layout_fwd( const TensorLayout& input, const TensorLayout& scale, const TensorLayout& zero_point, const TensorLayout& output) { megdnn_assert(input.dtype == dtype::Float32()); megdnn_assert(scale.dtype == dtype::Float32()); megdnn_assert(zero_point.dtype == dtype::Float32()); TensorLayout expected; deduce_layout_fwd(input, expected); megdnn_assert_eq_layout(expected, output); } void FakeQuantForward::deduce_layout( const TensorLayout& input, const TensorLayout& /*scale*/, const TensorLayout& /*zero_point*/, TensorLayout& output) { deduce_layout_fwd(input, output); } void FakeQuantForward::check_exec( const TensorLayout& input, const TensorLayout& scale, const TensorLayout& zero_point, const TensorLayout& output, size_t workspace_in_bytes) { check_layout_fwd(input, scale, zero_point, output); auto required_workspace_space = get_workspace_in_bytes(input, scale, zero_point, output); megdnn_assert(workspace_in_bytes >= required_workspace_space); } void FakeQuantBackward::check_exec( const TensorLayout& diff, const TensorLayout& input, const TensorLayout& scale, const TensorLayout& zero_point, const TensorLayout& grad, size_t workspace_in_bytes) { megdnn_assert_eq_shape(input, diff); megdnn_assert_eq_shape(input, grad); auto required_worspace_space = get_workspace_in_bytes(diff, input, scale, zero_point, grad); megdnn_assert(workspace_in_bytes >= required_worspace_space); } } // namespace megdnn