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[WIP] GNN Cost Model addition #17551

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[WIP] GNN Cost Model addition #17551

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b43fc37
added code to xgboost so we can lower states on the fly
dwijenchawra Dec 3, 2024
66b505c
adding gnnmodel to auto_scheduler namespace
dwijenchawra Dec 4, 2024
a7ecd8f
1 more namespace addition
dwijenchawra Dec 4, 2024
4600a21
extracting ast into graph working
dwijenchawra Dec 4, 2024
1ab4822
tvm objects not serializable :(
dwijenchawra Dec 4, 2024
6370f18
parallel lowering and ast generation in python
dwijenchawra Dec 4, 2024
cb6405d
Merge branch 'apache:main' into main
dwijenchawra Dec 4, 2024
8214ebf
remove unused files
dwijenchawra Dec 4, 2024
2c3582d
updates
dwijenchawra Dec 5, 2024
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2 changes: 1 addition & 1 deletion python/tvm/auto_scheduler/__init__.py
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Expand Up @@ -38,7 +38,7 @@
LayoutRewriteOption,
get_shape_from_rewritten_layout,
)
from .cost_model import RandomModel, XGBModel
from .cost_model import RandomModel, XGBModel, GNNModel
from .dispatcher import ApplyHistoryBest, ApplyHistoryBestOrSample, DispatchContext
from .measure import (
LocalBuilder,
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1 change: 1 addition & 0 deletions python/tvm/auto_scheduler/cost_model/__init__.py
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Expand Up @@ -19,3 +19,4 @@

from .cost_model import RandomModel
from .xgb_model import XGBModel
from .gnn_model import GNNModel
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