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feat: IGL reduction #4295

Merged
merged 21 commits into from Apr 5, 2023
Merged

feat: IGL reduction #4295

merged 21 commits into from Apr 5, 2023

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cheng-tan
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@cheng-tan cheng-tan commented Dec 1, 2022 •
edited

  • Added CB_WITH_OBSERVATIONS label type for IGL problems
  • In json parser, if the label type is CB_WITH_OBSERVATIONS, "o" will be parsed and added as the last example (observation example) when constructing vw examples
  • Updated shared feature merger to not merge observation example
  • Update learn/predict in IGL reduction to use inverse kinematics approach
  • Updated stats print in IGL reduction

@cheng-tan cheng-tan changed the title WIP: IGL reduction [wip] IGL reduction Dec 1, 2022
@cheng-tan cheng-tan marked this pull request as draft December 1, 2022 14:56
@cheng-tan cheng-tan force-pushed the igl-reduction-cleanup branch 3 times, most recently from a00ff2a to a7ab250 Compare December 6, 2022 16:19
jackgerrits
jackgerrits requested changes Dec 6, 2022
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test/unit_test/igl_test.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/gd.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/shared_feature_merger.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/shared_feature_merger.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/shared_feature_merger.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/interaction_ground.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/interaction_ground.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/interaction_ground.cc Outdated
multi_learner *pi_learner = as_multiline(stack_builder.setup_base_learner());

// 1. fetch already allocated coin reduction
auto* ftrl_coin = pi_learner->get_learner_by_name_prefix("ftrl-Coin");
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Nit: Provide a better error message if the user didn't supply coin.

vowpalwabbit/core/src/reductions/interaction_ground.cc Outdated Show resolved Hide resolved
vowpalwabbit/core/src/reductions/interaction_ground.cc Outdated Show resolved Hide resolved
@lalo lalo changed the title [wip] IGL reduction feat: [wip] IGL reduction Jan 5, 2023
@cheng-tan cheng-tan force-pushed the igl-reduction-cleanup branch 6 times, most recently from f3080de to efc10bb Compare January 24, 2023 16:40
@cheng-tan cheng-tan force-pushed the igl-reduction-cleanup branch 2 times, most recently from b6f6217 to dddf73a Compare January 24, 2023 20:55
@cheng-tan cheng-tan force-pushed the igl-reduction-cleanup branch 2 times, most recently from 3e81c3b to c764e99 Compare February 3, 2023 22:35
@cheng-tan cheng-tan marked this pull request as ready for review March 1, 2023 00:56
@cheng-tan cheng-tan force-pushed the igl-reduction-cleanup branch 3 times, most recently from 9f0d953 to 7492dbd Compare March 1, 2023 02:12
@cheng-tan cheng-tan changed the title feat: [wip] IGL reduction feat: IGL reduction Mar 1, 2023
@cheng-tan cheng-tan force-pushed the igl-reduction-cleanup branch 2 times, most recently from 29dcc42 to 220af1d Compare March 2, 2023 16:59
jackgerrits
jackgerrits reviewed Apr 5, 2023
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vowpalwabbit/core/include/vw/core/reductions/ftrl.h Outdated
#include <cstddef>
#include <cstdint>

namespace
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Anonymous namespaces should not be used in headers. This should be in a namespace like VW::reductions

jackgerrits
jackgerrits reviewed Apr 5, 2023
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vowpalwabbit/core/src/cb_with_observations_label.cc Outdated
VW::label_parser_reuse_mem& /*reuse_mem*/, const std::vector<VW::string_view>& /*words*/,
VW::io::logger& /*logger*/)
{
// TODO: implement text format parsing for cb with observations
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If this is not implemented please make it throw so a user knows it not there

@cheng-tan cheng-tan merged commit 6b0ff6e into master Apr 5, 2023
114 checks passed
@cheng-tan cheng-tan deleted the igl-reduction-cleanup branch April 5, 2023 15:17
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@byronxu99 byronxu99 byronxu99 left review comments

@bassmang bassmang bassmang left review comments

@lalo lalo lalo approved these changes

@jackgerrits jackgerrits jackgerrits approved these changes

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@cheng-tan @lalo @jackgerrits @byronxu99 @bassmang