Enable multi-task attribution for Shapley #1173
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This pull request was exported from Phabricator. Differential Revision: D48696578 |
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
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This pull request was exported from Phabricator. Differential Revision: D48696578 |
aobo-y
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
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This pull request was exported from Phabricator. Differential Revision: D48696578 |
aobo-y
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Oct 30, 2023
Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Oct 30, 2023
Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
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aobo-y
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Oct 31, 2023
Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
aobo-y
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Oct 31, 2023
Summary: Support multi-task attribution in `ShapleyValues` and `ShapleyValueSampling`. Assuming the return of `forward_fun` is in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,) Reviewed By: vivekmig Differential Revision: D48696578
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This pull request has been merged in 61c3898. |
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Summary:
Support multi-task attribution in
ShapleyValuesandShapleyValueSampling.Assuming the return of
forward_funis in (*output_shape), the attribution result will be in (*output_shape, *input_shape[1:]). Existing use cases becomes just special cases where output_shape is (1,) or (batch_size,)Differential Revision: D48696578