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Running
on
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Running
on
Zero
Update optimization.py
Browse files- optimization.py +4 -3
optimization.py
CHANGED
@@ -8,7 +8,7 @@ from torchao.quantization import quantize_
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from torchao.quantization import Float8DynamicActivationFloat8WeightConfig
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import spaces
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import torch
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from torch.utils._pytree import tree_map
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P = ParamSpec('P')
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@@ -39,10 +39,11 @@ def optimize_pipeline_(pipeline: Callable[P, Any], *args: P.args, **kwargs: P.kw
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with spaces.aoti_capture(pipeline.transformer) as call:
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pipeline(*args, **kwargs)
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dynamic_shapes = tree_map(lambda t: None, call.kwargs)
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dynamic_shapes |= TRANSFORMER_DYNAMIC_SHAPES
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quantize_(pipeline.transformer, Float8DynamicActivationFloat8WeightConfig())
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exported = torch.export.export(
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mod=pipeline.transformer,
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from torchao.quantization import Float8DynamicActivationFloat8WeightConfig
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import spaces
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import torch
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from torch.utils._pytree import tree_map, tree_map_only
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P = ParamSpec('P')
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with spaces.aoti_capture(pipeline.transformer) as call:
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pipeline(*args, **kwargs)
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#dynamic_shapes = tree_map(lambda t: None, call.kwargs)
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dynamic_shapes = tree_map_only((torch.Tensor, bool), lambda x: None, call.kwargs)
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dynamic_shapes |= TRANSFORMER_DYNAMIC_SHAPES
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#quantize_(pipeline.transformer, Float8DynamicActivationFloat8WeightConfig())
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exported = torch.export.export(
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mod=pipeline.transformer,
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