From f4261adf78bdb9f8b2d6f2970636125096c173cb Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Mon, 2 Dec 2019 11:58:19 +0000 Subject: COMPMID-2779: Add support for generating synthetic int8 graphs. Adds SyntheticDataTypeMutator, which is responsible for mutating graphs to int8 and thus enable performance analysis on a wider range of models. Change-Id: I9a00f0ae59421ab11952660f5115b5dcd9314aaf Signed-off-by: Georgios Pinitas Reviewed-on: https://review.mlplatform.org/c/2418 Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Michele Di Giorgio --- .../graph/mutators/DepthConcatSubTensorMutator.h | 1 + arm_compute/graph/mutators/GraphMutators.h | 1 + .../graph/mutators/GroupedConvolutionMutator.h | 1 + .../graph/mutators/InPlaceOperationMutator.h | 1 + .../graph/mutators/NodeExecutionMethodMutator.h | 1 + arm_compute/graph/mutators/NodeFusionMutator.h | 1 + .../graph/mutators/SplitLayerSubTensorMutator.h | 1 + .../graph/mutators/SyntheticDataTypeMutator.h | 45 ++++++++++++++++++++++ 8 files changed, 52 insertions(+) create mode 100644 arm_compute/graph/mutators/SyntheticDataTypeMutator.h (limited to 'arm_compute/graph/mutators') diff --git a/arm_compute/graph/mutators/DepthConcatSubTensorMutator.h b/arm_compute/graph/mutators/DepthConcatSubTensorMutator.h index 11fc82ffa1..14a427ba7c 100644 --- a/arm_compute/graph/mutators/DepthConcatSubTensorMutator.h +++ b/arm_compute/graph/mutators/DepthConcatSubTensorMutator.h @@ -39,6 +39,7 @@ class DepthConcatSubTensorMutator final : public IGraphMutator public: // Inherited methods overridden virtual void mutate(Graph &g) override; + MutationType type() const override; const char *name() override; }; } // namespace graph diff --git a/arm_compute/graph/mutators/GraphMutators.h b/arm_compute/graph/mutators/GraphMutators.h index f6e390eaff..6ae06990a4 100644 --- a/arm_compute/graph/mutators/GraphMutators.h +++ b/arm_compute/graph/mutators/GraphMutators.h @@ -30,5 +30,6 @@ #include "arm_compute/graph/mutators/NodeExecutionMethodMutator.h" #include "arm_compute/graph/mutators/NodeFusionMutator.h" #include "arm_compute/graph/mutators/SplitLayerSubTensorMutator.h" +#include "arm_compute/graph/mutators/SyntheticDataTypeMutator.h" #endif /* ARM_COMPUTE_GRAPH_GRAPH_MUTATORS_H */ diff --git a/arm_compute/graph/mutators/GroupedConvolutionMutator.h b/arm_compute/graph/mutators/GroupedConvolutionMutator.h index b6dac71182..01c9d0ee2c 100644 --- a/arm_compute/graph/mutators/GroupedConvolutionMutator.h +++ b/arm_compute/graph/mutators/GroupedConvolutionMutator.h @@ -39,6 +39,7 @@ class GroupedConvolutionMutator final : public IGraphMutator public: // Inherited methods overridden virtual void mutate(Graph &g) override; + MutationType type() const override; const char *name() override; }; } // namespace graph diff --git a/arm_compute/graph/mutators/InPlaceOperationMutator.h b/arm_compute/graph/mutators/InPlaceOperationMutator.h index 43e88383b9..7932b6245c 100644 --- a/arm_compute/graph/mutators/InPlaceOperationMutator.h +++ b/arm_compute/graph/mutators/InPlaceOperationMutator.h @@ -36,6 +36,7 @@ class InPlaceOperationMutator final : public IGraphMutator public: // Inherited methods overridden virtual void mutate(Graph &g) override; + MutationType type() const override; const char *name() override; }; } // namespace graph diff --git a/arm_compute/graph/mutators/NodeExecutionMethodMutator.h b/arm_compute/graph/mutators/NodeExecutionMethodMutator.h index 59df8181c5..3de940654b 100644 --- a/arm_compute/graph/mutators/NodeExecutionMethodMutator.h +++ b/arm_compute/graph/mutators/NodeExecutionMethodMutator.h @@ -41,6 +41,7 @@ class NodeExecutionMethodMutator final : public IGraphMutator public: // Inherited methods overridden virtual void mutate(Graph &g) override; + MutationType type() const override; const char *name() override; }; } // namespace graph diff --git a/arm_compute/graph/mutators/NodeFusionMutator.h b/arm_compute/graph/mutators/NodeFusionMutator.h index a4dd5c925d..b99ee79f94 100644 --- a/arm_compute/graph/mutators/NodeFusionMutator.h +++ b/arm_compute/graph/mutators/NodeFusionMutator.h @@ -37,6 +37,7 @@ class NodeFusionMutator final : public IGraphMutator public: // Inherited methods overridden virtual void mutate(Graph &g) override; + MutationType type() const override; const char *name() override; }; } // namespace graph diff --git a/arm_compute/graph/mutators/SplitLayerSubTensorMutator.h b/arm_compute/graph/mutators/SplitLayerSubTensorMutator.h index 29d061febb..c9747fd889 100644 --- a/arm_compute/graph/mutators/SplitLayerSubTensorMutator.h +++ b/arm_compute/graph/mutators/SplitLayerSubTensorMutator.h @@ -39,6 +39,7 @@ class SplitLayerSubTensorMutator final : public IGraphMutator public: // Inherited methods overridden virtual void mutate(Graph &g) override; + MutationType type() const override; const char *name() override; }; } // namespace graph diff --git a/arm_compute/graph/mutators/SyntheticDataTypeMutator.h b/arm_compute/graph/mutators/SyntheticDataTypeMutator.h new file mode 100644 index 0000000000..74f4b56acd --- /dev/null +++ b/arm_compute/graph/mutators/SyntheticDataTypeMutator.h @@ -0,0 +1,45 @@ +/* + * Copyright (c) 2019 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ARM_COMPUTE_GRAPH_SYNTHETIC_DATA_TYPE_MUTATOR_H +#define ARM_COMPUTE_GRAPH_SYNTHETIC_DATA_TYPE_MUTATOR_H + +#include "arm_compute/graph/Graph.h" +#include "arm_compute/graph/IGraphMutator.h" + +namespace arm_compute +{ +namespace graph +{ +/** Mutation pass to create synthetic graphs of a given data type */ +class SyntheticDataTypeMutator final : public IGraphMutator +{ +public: + // Inherited methods overridden + virtual void mutate(Graph &g) override; + MutationType type() const override; + const char *name() override; +}; +} // namespace graph +} // namespace arm_compute +#endif /* ARM_COMPUTE_GRAPH_SYNTHETIC_DATA_TYPE_MUTATOR_H */ -- cgit v1.2.1