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Diffstat (limited to 'compiler/enco/core/src/IRValidator.cpp')
-rw-r--r-- | compiler/enco/core/src/IRValidator.cpp | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/compiler/enco/core/src/IRValidator.cpp b/compiler/enco/core/src/IRValidator.cpp new file mode 100644 index 000000000..1337b88e4 --- /dev/null +++ b/compiler/enco/core/src/IRValidator.cpp @@ -0,0 +1,85 @@ +/* + * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved + * + * 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. + */ + +#include "IRValidator.h" + +#include <cassert> + +namespace enco +{ + +coco::FeatureShape output_shape(coco::Conv2D *conv2D) +{ + auto load = conv2D->arg()->asLoad(); + assert(load); + + auto ifm = load->object()->asFeature(); + assert(ifm); + + auto ker = conv2D->ker(); + auto stride = conv2D->stride(); + auto pad = conv2D->pad(); + + auto striding_width = ifm->shape().width() + pad->left() + pad->right() - ker->shape().width(); + auto striding_height = ifm->shape().height() + pad->top() + pad->bottom() - ker->shape().height(); + + // Normally the formula is round(striding_width)/stride->horizontal. + // in coco IR, striding_width should be a multiple of stride->horizontal(), so round(...) was + // removed. So does striding_height. + assert(striding_width % stride->horizontal() == 0); + assert(striding_height % stride->vertical() == 0); + + auto ofm_width = striding_width / stride->horizontal() + 1; + auto ofm_height = striding_height / stride->vertical() + 1; + + return coco::FeatureShape(ifm->shape().batch(), ker->shape().count(), ofm_height, ofm_width); +} + +bool validate_output_shape(Code *code) +{ + auto module = code->module(); + + // for each eval ( conv2d ( ... ) ), check the output shape of conv2D matches output of eval + for (auto blk = module->block()->head(); blk; blk = blk->next()) + { + for (auto instr = blk->instr()->head(); instr; instr = instr->next()) + { + auto eval = instr->asEval(); + if (eval == nullptr) + continue; + + auto op = eval->op(); + if (!op->asConv2D()) + continue; + + auto conv2D = op->asConv2D(); + auto expected_shape = output_shape(conv2D); + + auto eval_out = eval->out()->asFeature(); + assert(eval_out); + + auto actual_shape = eval_out->shape(); + + if (actual_shape != expected_shape) + return false; + } + } + return true; +} + +bool validate(Code *code) { return validate_output_shape(code); } + +} // namespace enco |