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| 1 | +# SPDX-FileCopyrightText: 2026 ETH Zurich and University of Bologna |
| 2 | +# |
| 3 | +# SPDX-License-Identifier: Apache-2.0 |
| 4 | + |
| 5 | +import numpy as np |
| 6 | +import onnx_graphsurgeon as gs |
| 7 | + |
| 8 | +from Deeploy.DeeployTypes import ConstantBuffer, DeploymentEngine, DeploymentPlatform, NetworkContext, NodeMapper, \ |
| 9 | + NodeTemplate, StructBuffer, TopologyOptimizer, TransientBuffer, VariableBuffer |
| 10 | +from Deeploy.Targets.Generic.Layers import AddLayer |
| 11 | +from Deeploy.Targets.Generic.Parsers import AddParser |
| 12 | +from Deeploy.Targets.Generic.Templates import AllocateTemplate as BasicAllocateTemplate |
| 13 | +from MagiaDeeployTarget.Bindings import MagiaAddBindings |
| 14 | +from MagiaDeeployTarget.Templates import AllocateTemplate, FreeTemplate |
| 15 | + |
| 16 | + |
| 17 | +AddMapper = NodeMapper(AddParser(), MagiaAddBindings) |
| 18 | + |
| 19 | +MagiaMapping = {'Add': AddLayer([AddMapper])} |
| 20 | + |
| 21 | + |
| 22 | +class MagiaVariableBuffer(VariableBuffer): |
| 23 | + |
| 24 | + initTemplate = AllocateTemplate.magiaInitTemplate |
| 25 | + allocTemplate = AllocateTemplate.magiaAllocateTemplate |
| 26 | + deallocTemplate = FreeTemplate.magiaFreeTemplate |
| 27 | + |
| 28 | + def _bufferRepresentation(self): |
| 29 | + buffRepr = { |
| 30 | + "type": self._instance, |
| 31 | + "name": self.name, |
| 32 | + "size": int(np.prod(self.shape)), |
| 33 | + "_memoryLevel": getattr(self, "_memoryLevel", None), |
| 34 | + } |
| 35 | + return buffRepr |
| 36 | + |
| 37 | + |
| 38 | +class MagiaTransientBuffer(TransientBuffer): |
| 39 | + |
| 40 | + initTemplate = AllocateTemplate.magiaInitTemplate |
| 41 | + allocTemplate = AllocateTemplate.magiaAllocateTemplate |
| 42 | + deallocTemplate = FreeTemplate.magiaFreeTemplate |
| 43 | + |
| 44 | + def _bufferRepresentation(self): |
| 45 | + buffRepr = { |
| 46 | + "type": self._type, |
| 47 | + "name": self.name, |
| 48 | + "size": self.size, |
| 49 | + "_memoryLevel": getattr(self, "_memoryLevel", None), |
| 50 | + } |
| 51 | + return buffRepr |
| 52 | + |
| 53 | + |
| 54 | +class MagiaConstantBuffer(ConstantBuffer): |
| 55 | + |
| 56 | + initTemplate = AllocateTemplate.magiaGlobalInitTemplate |
| 57 | + allocTemplate = AllocateTemplate.magiaGlobalAllocateTemplate |
| 58 | + deallocTemplate = FreeTemplate.magiaGlobalTemplate |
| 59 | + |
| 60 | + def _bufferRepresentation(self): |
| 61 | + buffRepr = super()._bufferRepresentation() |
| 62 | + buffRepr["_memoryLevel"] = getattr(self, "_memoryLevel", None) |
| 63 | + return buffRepr |
| 64 | + |
| 65 | + |
| 66 | +class MagiaStructBuffer(StructBuffer): |
| 67 | + |
| 68 | + initTemplate = BasicAllocateTemplate.referenceStructInitTemplate |
| 69 | + allocTemplate = BasicAllocateTemplate.referenceStructAllocateTemplate |
| 70 | + deallocTemplate = NodeTemplate("") |
| 71 | + |
| 72 | + |
| 73 | +MagiaOptimizer = TopologyOptimizer( |
| 74 | + [ |
| 75 | + # Insert here the ONNX optimization passes. |
| 76 | + ], |
| 77 | + name = "MagiaOptimizer") |
| 78 | + |
| 79 | +_includeList = ["tile.h", "idma.h", "redmule.h", "eventunit.h"] |
| 80 | + |
| 81 | + |
| 82 | +class MagiaMeshEngine(DeploymentEngine): |
| 83 | + |
| 84 | + def __init__(self, |
| 85 | + name: str, |
| 86 | + Mapping = MagiaMapping, |
| 87 | + initCode: str = "", |
| 88 | + includeList: list[str] = _includeList, |
| 89 | + n_tiles: int = 4) -> None: |
| 90 | + super().__init__(name, Mapping, initCode, includeList) |
| 91 | + self.n_tiles = n_tiles |
| 92 | + |
| 93 | + |
| 94 | +class MagiaPlatform(DeploymentPlatform): |
| 95 | + |
| 96 | + def __init__(self, |
| 97 | + engines = [MagiaMeshEngine("MagiaMesh")], |
| 98 | + variableBuffer = MagiaVariableBuffer, |
| 99 | + constantBuffer = MagiaConstantBuffer, |
| 100 | + structBuffer = MagiaStructBuffer, |
| 101 | + transientBuffer = MagiaTransientBuffer) -> None: |
| 102 | + super().__init__(engines, variableBuffer, constantBuffer, structBuffer, transientBuffer) |
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