From 7061eb283969f9a020c08349454447564e4dd5b3 Mon Sep 17 00:00:00 2001
From: SiCong Li <sicong.li@arm.com>
Date: Fri, 8 Jan 2021 15:16:02 +0000
Subject: Implement MLGO module

* Implement MLGOHeuristics which provides a query and a loading
  interface

* Implement a top-down parser MLGOParser for parsing dotmlgo

* Add validation tests for MLGOHeuristics

Resolves COMPMID-3840, COMPMID-3841
Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: Iae96d2779524b2dd83623d1a3a30ef57823ae084
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4941
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
---
 src/runtime/CL/mlgo/Utils.cpp | 143 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 143 insertions(+)
 create mode 100644 src/runtime/CL/mlgo/Utils.cpp

(limited to 'src/runtime/CL/mlgo/Utils.cpp')

diff --git a/src/runtime/CL/mlgo/Utils.cpp b/src/runtime/CL/mlgo/Utils.cpp
new file mode 100644
index 0000000000..bd06bdf521
--- /dev/null
+++ b/src/runtime/CL/mlgo/Utils.cpp
@@ -0,0 +1,143 @@
+/*
+ * Copyright (c) 2021 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.
+ */
+#include "src/runtime/CL/mlgo/Utils.h"
+
+namespace arm_compute
+{
+namespace mlgo
+{
+std::ostream &operator<<(std::ostream &os, const GEMMConfigNative &config)
+{
+    return os << "Native:{"
+           << "m0: " << config.m0 << ", "
+           << "n0: " << config.n0 << ", "
+           << "k0: " << config.k0 << ", "
+           << "}";
+}
+std::ostream &operator<<(std::ostream &os, const GEMMConfigReshapedOnlyRHS &config)
+{
+    return os << "ReshapedOnlyRHS:{"
+           << "m0: " << config.m0 << ", "
+           << "n0: " << config.n0 << ", "
+           << "k0: " << config.k0 << ", "
+           << "h0: " << config.h0 << ", "
+           << "interleave_rhs: " << config.interleave_rhs << ", "
+           << "transpose_rhs: " << config.transpose_rhs << ", "
+           << "export_cl_image: " << config.export_cl_image
+           << "}";
+}
+std::ostream &operator<<(std::ostream &os, const GEMMConfigReshaped &config)
+{
+    return os << "Reshaped:{"
+           << "m0: " << config.m0 << ", "
+           << "n0: " << config.n0 << ", "
+           << "k0: " << config.k0 << ", "
+           << "v0: " << config.v0 << ", "
+           << "h0: " << config.h0 << ", "
+           << "interleave_lhs: " << config.interleave_lhs << ", "
+           << "interleave_rhs: " << config.interleave_rhs << ", "
+           << "transpose_rhs: " << config.transpose_rhs << ", "
+           << "export_cl_image: " << config.export_cl_image
+           << "}";
+}
+std::ostream &operator<<(std::ostream &os, const HeuristicType &ht)
+{
+    switch(ht)
+    {
+        case HeuristicType::GEMM_Type:
+        {
+            os << "GEMM_Type";
+            break;
+        }
+        case HeuristicType::GEMM_Config_Reshaped_Only_RHS:
+        {
+            os << "GEMM_Config_Reshaped_Only_RHS";
+            break;
+        }
+        case HeuristicType::GEMM_Config_Reshaped:
+        {
+            os << "GEMM_Config_Reshaped";
+            break;
+        }
+        default:
+        {
+            os << "Unknown";
+            break;
+        }
+    }
+    return os;
+}
+std::ostream &operator<<(std::ostream &os, const DataType &dt)
+{
+    switch(dt)
+    {
+        case DataType::F32:
+        {
+            os << "F32";
+            break;
+        }
+        case DataType::F16:
+        {
+            os << "F16";
+            break;
+        }
+        case DataType::QASYMM8:
+        {
+            os << "QASYMM8";
+            break;
+        }
+        default:
+        {
+            os << "Unknown";
+            break;
+        }
+    }
+    return os;
+}
+std::ostream &operator<<(std::ostream &os, const HeuristicTree::Index &index)
+{
+    HeuristicType ht;
+    std::string   ip;
+    DataType      dt;
+    std::tie(ht, ip, dt) = index;
+    os << "Index(";
+    os << "HeuristicType=" << ht << ",";
+    os << "IP=" << ip << ",";
+    os << "DataType=" << dt;
+    os << ")";
+    return os;
+}
+
+namespace parser
+{
+std::ostream &operator<<(std::ostream &os, CharPosition pos)
+{
+    os << "(Ln: " << pos.ln << ", Col: " << pos.col << ")";
+    return os;
+}
+} // namespace parser
+
+} // namespace mlgo
+
+} // namespace arm_compute
\ No newline at end of file
-- 
cgit v1.2.1