From 24485ab39cd38de6e61472839dba9bcb7c6398b3 Mon Sep 17 00:00:00 2001 From: jeremie Date: Fri, 21 Jul 2023 15:55:31 -0400 Subject: [PATCH 1/6] cpu support --- benchmarks/aicrowd-bench.jl | 8 +- benchmarks/regressor.jl | 13 +- experiments/readme_plots_cpu.jl | 60 ++++--- experiments/readme_plots_gpu.jl | 24 ++- figures/gaussian-sinus-binary-gpu.png | Bin 0 -> 84427 bytes figures/gaussian-sinus-binary.png | Bin 0 -> 84095 bytes figures/gaussian-sinus-gpu.png | Bin 84188 -> 0 bytes figures/gaussian-sinus-oblivious-gpu.png | Bin 0 -> 84452 bytes figures/gaussian-sinus-oblivious.png | Bin 0 -> 82090 bytes ...ic-sinus.png => logistic-sinus-binary.png} | Bin figures/logistic-sinus-oblivious.png | Bin 0 -> 79932 bytes figures/quantiles-sinus-binary.png | Bin 0 -> 81600 bytes figures/quantiles-sinus-oblivious.png | Bin 0 -> 80609 bytes figures/quantiles_sinus.png | Bin 81524 -> 0 bytes figures/regression-sinus-binary-gpu.png | Bin 0 -> 79099 bytes figures/regression-sinus-binary.png | Bin 0 -> 80758 bytes figures/regression-sinus-oblivious-gpu.png | Bin 0 -> 79486 bytes figures/regression-sinus-oblivious.png | Bin 0 -> 80712 bytes figures/regression-sinus2-binary.png | Bin 0 -> 78044 bytes figures/regression-sinus2-oblivious.png | Bin 0 -> 78550 bytes figures/regression_sinus.png | Bin 80758 -> 0 bytes figures/regression_sinus2.png | Bin 77914 -> 0 bytes figures/regression_sinus_gpu.png | Bin 79236 -> 0 bytes src/fit.jl | 150 +++++++++++++++++- src/models.jl | 110 +++++++++---- 25 files changed, 293 insertions(+), 72 deletions(-) create mode 100644 figures/gaussian-sinus-binary-gpu.png create mode 100644 figures/gaussian-sinus-binary.png delete mode 100644 figures/gaussian-sinus-gpu.png create mode 100644 figures/gaussian-sinus-oblivious-gpu.png create mode 100644 figures/gaussian-sinus-oblivious.png rename figures/{logistic-sinus.png => logistic-sinus-binary.png} (100%) create mode 100644 figures/logistic-sinus-oblivious.png create mode 100644 figures/quantiles-sinus-binary.png create mode 100644 figures/quantiles-sinus-oblivious.png delete mode 100644 figures/quantiles_sinus.png create mode 100644 figures/regression-sinus-binary-gpu.png create mode 100644 figures/regression-sinus-binary.png create mode 100644 figures/regression-sinus-oblivious-gpu.png create mode 100644 figures/regression-sinus-oblivious.png create mode 100644 figures/regression-sinus2-binary.png create mode 100644 figures/regression-sinus2-oblivious.png delete mode 100644 figures/regression_sinus.png delete mode 100644 figures/regression_sinus2.png delete mode 100644 figures/regression_sinus_gpu.png diff --git a/benchmarks/aicrowd-bench.jl b/benchmarks/aicrowd-bench.jl index 562ffe83..c2c8190f 100644 --- a/benchmarks/aicrowd-bench.jl +++ b/benchmarks/aicrowd-bench.jl @@ -47,11 +47,13 @@ config = EvoTreeRegressor(T=Float32, max_depth=5, rowsample=0.5, colsample=0.8, - nrounds=400, eta=0.05) + nrounds=400, + tree_type="oblivious", + eta=0.05) # @time m = fit_evotree(config; x_train, y_train, print_every_n=25); -@time m = fit_evotree(config; x_train, y_train, x_eval, y_eval, early_stopping_rounds = 50, print_every_n=25, metric=:logloss); -pred_eval_evo = m(x_eval) |> vec +@time m = fit_evotree(config; x_train, y_train, x_eval, y_eval, early_stopping_rounds=50, print_every_n=25, metric=:logloss); +pred_eval_evo = m(x_eval) |> vec; params_xgb = [ "objective" => "reg:logistic", diff --git a/benchmarks/regressor.jl b/benchmarks/regressor.jl index 3182fc49..b9312f44 100644 --- a/benchmarks/regressor.jl +++ b/benchmarks/regressor.jl @@ -11,9 +11,10 @@ import CUDA nobs = Int(1e6) num_feat = Int(100) nrounds = 200 +tree_type = "binary" T = Float64 nthread = Base.Threads.nthreads() -@info "testing with: $nobs observations | $num_feat features. nthread: $nthread" +@info "testing with: $nobs observations | $num_feat features. nthread: $nthread | tree_type : $tree_type" seed!(123) x_train = rand(T, nobs, num_feat) y_train = rand(T, size(x_train, 1)) @@ -48,7 +49,7 @@ params_xgb = Dict( dtrain = DMatrix(x_train, y_train) watchlist = Dict("train" => DMatrix(x_train, y_train)); -@time m_xgb = xgboost(dtrain; watchlist, nthread=nthread, verbosity=0, eval_metric = metric_xgb, params_xgb...); +@time m_xgb = xgboost(dtrain; watchlist, nthread=nthread, verbosity=0, eval_metric=metric_xgb, params_xgb...); # @btime m_xgb = xgboost($dtrain; watchlist, nthread=nthread, verbosity=0, eval_metric = metric_xgb, params_xgb...); @info "predict" @time pred_xgb = XGBoost.predict(m_xgb, x_train); @@ -90,7 +91,7 @@ watchlist = Dict("train" => DMatrix(x_train, y_train)); @info "EvoTrees" verbosity = 1 -params_evo = EvoTreeRegressor( +params_evo = EvoTreeRegressor(; loss=loss_evo, nrounds=nrounds, alpha=0.5, @@ -102,7 +103,8 @@ params_evo = EvoTreeRegressor( rowsample=0.5, colsample=0.5, nbins=64, - rng=123, + tree_type, + rng=123 ) @info "EvoTrees CPU" @@ -115,6 +117,9 @@ device = "cpu" # @time m_evo = fit_evotree(params_evo; x_train, y_train, device, verbosity, print_every_n=100); @info "train - eval" @time m_evo = fit_evotree(params_evo; x_train, y_train, x_eval=x_train, y_eval=y_train, metric=metric_evo, device, verbosity, print_every_n=100); +# using Plots +# plot(m_evo, 2) + @time m_evo = fit_evotree(params_evo; x_train, y_train, x_eval=x_train, y_eval=y_train, metric=metric_evo, device, verbosity, print_every_n=100); @info "predict" @time pred_evo = m_evo(x_train); diff --git a/experiments/readme_plots_cpu.jl b/experiments/readme_plots_cpu.jl index 11e685d3..e431f3d9 100644 --- a/experiments/readme_plots_cpu.jl +++ b/experiments/readme_plots_cpu.jl @@ -9,6 +9,8 @@ using EvoTrees using EvoTrees: predict, sigmoid, logit # using ProfileView +tree_type = "binary" + # prepare a dataset Random.seed!(123) features = rand(10_000) .* 5 @@ -28,8 +30,9 @@ x_train, x_eval = X[i_train, :], X[i_eval, :] y_train, y_eval = Y[i_train], Y[i_eval] # linear -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:mse, + alpha=1, nrounds=200, nbins=64, lambda=0.01, @@ -39,7 +42,8 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, - rng=122, + tree_type, + rng=122 ) @time model = fit_evotree( @@ -52,6 +56,8 @@ params1 = EvoTreeRegressor( print_every_n=25, early_stopping_rounds=20 ); + +# plot(model, 2) # laptop: 51.651 ms (237548 allocations: 23.94 MiB) # @btime model = fit_evotree(params1; x_train, y_train, x_eval = x_eval, y_eval = y_eval, metric = :mse, print_every_n = 999, verbosity=0); # Profile.clear() # in case we have any previous profiling data @@ -68,7 +74,7 @@ model, logger = fit_evotree( print_every_n=10, return_logger=true ); -plot(logger[:metrics]) +# plot(logger[:metrics]) # @btime model = grow_gbtree($X_train, $Y_train, $params1, X_eval = $X_eval, Y_eval = $Y_eval, print_every_n = 25, metric=:mae) @time pred_train_linear = model(x_train); @@ -77,7 +83,7 @@ mean((pred_train_linear .- y_train) .^ 2) mean((pred_eval_linear .- y_eval) .^ 2) # linear weighted -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; T=Float64, loss=:linear, nrounds=500, @@ -89,7 +95,8 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, - rng=123, + tree_type, + rng=123 ) # W_train = ones(eltype(Y_train), size(Y_train)) .* 5 @@ -119,7 +126,7 @@ mean(abs.(pred_train_linear_w .- y_train)) sqrt(mean((pred_train_linear_w .- y_train) .^ 2)) # logistic / cross-entropy -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:logistic, nrounds=200, nbins=64, @@ -130,6 +137,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type ) @time model = fit_evotree( @@ -149,7 +157,7 @@ params1 = EvoTreeRegressor( sqrt(mean((pred_train_logistic .- y_train) .^ 2)) # L1 -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:l1, alpha=0.5, nrounds=500, @@ -161,6 +169,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree( params1; @@ -218,10 +227,10 @@ plot!( linewidth=1.5, label="L1", ) -savefig("figures/regression_sinus.png") +savefig("figures/regression-sinus-$tree_type.png") # Poisson -params1 = EvoTreeCount( +params1 = EvoTreeCount(; loss=:poisson, nrounds=500, nbins=64, @@ -232,6 +241,7 @@ params1 = EvoTreeCount( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree( params1; @@ -247,17 +257,18 @@ params1 = EvoTreeCount( sqrt(mean((pred_train_poisson .- y_train) .^ 2)) # Gamma -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:gamma, nrounds=500, nbins=64, lambda=0.1, gamma=0.1, - eta=0.02, + eta=0.1, max_depth=6, min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree( params1; @@ -273,7 +284,7 @@ params1 = EvoTreeRegressor( sqrt(mean((pred_train_gamma .- y_train) .^ 2)) # Tweedie -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:tweedie, nrounds=500, nbins=64, @@ -284,6 +295,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree( params1; @@ -333,14 +345,14 @@ plot!( linewidth=1.5, label="Tweedie", ) -savefig("figures/regression_sinus2.png") +savefig("figures/regression-sinus2-$tree_type.png") ############################### ## Quantiles ############################### # q50 -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:quantile, alpha=0.5, nrounds=500, @@ -352,6 +364,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree( params1; @@ -369,7 +382,7 @@ params1 = EvoTreeRegressor( sum(pred_train_q50 .< y_train) / length(y_train) # q20 -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:quantile, alpha=0.2, nrounds=300, @@ -381,13 +394,14 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree(params1; x_train, y_train, x_eval, y_eval, print_every_n=25); @time pred_train_q20 = model(x_train) sum(pred_train_q20 .< y_train) / length(y_train) # q80 -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:quantile, alpha=0.8, nrounds=300, @@ -399,6 +413,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type, ) @time model = fit_evotree(params1; x_train, y_train, x_eval, y_eval, print_every_n=25) @time pred_train_q80 = model(x_train) @@ -439,13 +454,12 @@ plot!( linewidth=1.5, label="Q80", ) -savefig("figures/quantiles_sinus.png") - +savefig("figures/quantiles-sinus-$tree_type.png") ############################### ## gaussian ############################### -params1 = EvoTreeMLE( +params1 = EvoTreeMLE(; T=Float64, loss=:gaussian, nrounds=500, @@ -458,6 +472,7 @@ params1 = EvoTreeMLE( rowsample=1.0, colsample=1.0, rng=123, + tree_type, ) @time model = fit_evotree( @@ -524,13 +539,13 @@ plot!( linewidth=1.5, label="q80", ) -savefig("figures/gaussian-sinus.png") +savefig("figures/gaussian-sinus-$tree_type.png") ############################### ## Logistic ############################### -params1 = EvoTrees.EvoTreeMLE( +params1 = EvoTrees.EvoTreeMLE(; loss=:logistic, nrounds=500, nbins=64, @@ -541,6 +556,7 @@ params1 = EvoTrees.EvoTreeMLE( min_weight=1.0, rowsample=1.0, colsample=1.0, + tree_type, rng=123, ) @@ -609,4 +625,4 @@ plot!( linewidth=1.5, label="q80", ) -savefig("figures/logistic-sinus.png") +savefig("figures/logistic-sinus-$tree_type.png") diff --git a/experiments/readme_plots_gpu.jl b/experiments/readme_plots_gpu.jl index 16649fc7..12548780 100644 --- a/experiments/readme_plots_gpu.jl +++ b/experiments/readme_plots_gpu.jl @@ -10,7 +10,9 @@ using EvoTrees: predict, sigmoid, logit # using ProfileView # prepare a dataset +tree_type = "oblivious" device = "gpu" + Random.seed!(123) features = rand(10_000) .* 5 X = reshape(features, (size(features)[1], 1)) @@ -29,7 +31,7 @@ x_train, x_eval = X[i_train, :], X[i_eval, :] y_train, y_eval = Y[i_train], Y[i_eval] # linear -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:linear, nrounds=500, nbins=64, @@ -40,6 +42,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type ) # @time model = fit_evotree(params1; x_train, y_train); @@ -65,7 +68,7 @@ mean(abs.(pred_train_linear .- y_train)) sqrt(mean((pred_train_linear .- y_train) .^ 2)) # logistic / cross-entropy -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; T=Float32, loss=:logistic, nrounds=500, @@ -77,6 +80,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type ) @time model = fit_evotree( @@ -94,7 +98,7 @@ params1 = EvoTreeRegressor( sqrt(mean((pred_train_logistic .- y_train) .^ 2)) # poisson -params1 = EvoTreeCount( +params1 = EvoTreeCount(; T=Float32, loss=:poisson, nrounds=500, @@ -106,6 +110,7 @@ params1 = EvoTreeCount( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type ) @time model = fit_evotree( @@ -123,7 +128,7 @@ params1 = EvoTreeCount( sqrt(mean((pred_train_poisson .- y_train) .^ 2)) # gamma -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; T=Float32, loss=:gamma, nrounds=500, @@ -135,6 +140,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type ) @time model = fit_evotree( @@ -153,7 +159,7 @@ sqrt(mean((pred_train_gamma .- y_train) .^ 2)) # tweedie -params1 = EvoTreeRegressor( +params1 = EvoTreeRegressor(; loss=:tweedie, nrounds=500, nbins=64, @@ -164,6 +170,7 @@ params1 = EvoTreeRegressor( min_weight=1.0, rowsample=0.5, colsample=1.0, + tree_type ) @time model = fit_evotree( @@ -229,13 +236,13 @@ plot!( linewidth=1.5, label="Tweedie", ) -savefig("figures/regression_sinus_gpu.png") +savefig("figures/regression-sinus-$tree_type-gpu.png") ############################### ## gaussian ############################### -params1 = EvoTreeGaussian( +params1 = EvoTreeGaussian(; nrounds=500, nbins=64, lambda=0.1, @@ -246,6 +253,7 @@ params1 = EvoTreeGaussian( rowsample=0.5, 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"oblivious" ? grow_otree! : grow_tree! + grow!( tree, cache.nodes, params, @@ -93,6 +94,7 @@ function grow_tree!( for n ∈ sort(n_current) if depth == params.max_depth || nodes[n].∑[end] <= params.min_weight pred_leaf_cpu!(tree.pred, n, nodes[n].∑, params, ∇, nodes[n].is) + popfirst!(n_next) else update_gains!(nodes[n], js, params, feattypes, monotone_constraints) best = findmax(findmax.(nodes[n].gains)) @@ -145,6 +147,152 @@ function grow_tree!( end +# grow a single oblivious tree +function grow_otree!( + tree::Tree{L,K}, + nodes::Vector{N}, + params::EvoTypes{L}, + ∇::Matrix, + edges, + js, + out, + left, + right, + x_bin, + feattypes::Vector{Bool}, + monotone_constraints +) where {L,K,N} + + # reset nodes + for n in nodes + n.∑ .= 0 + n.gain = 0.0 + @inbounds for i in eachindex(n.h) + n.h[i] .= 0 + n.gains[i] .= 0 + end + end + + # reset + n_next = [1] + n_current = copy(n_next) + depth = 1 + + # initialize summary stats + nodes[1].∑ .= dropdims(sum(Float64, view(∇, :, nodes[1].is), dims=2), dims=2) + nodes[1].gain = get_gain(params, nodes[1].∑) + # grow while there are remaining active nodes + while length(n_current) > 0 && depth <= params.max_depth + offset = 0 # identifies breakpoint for each node set within a depth + + min_weight_flag = false + for n in n_current + nodes[n].∑[end] <= params.min_weight ? min_weight_flag = true : nothing + end + if depth == params.max_depth || min_weight_flag + for n in n_current + # @info "length(nodes[n].is)" length(nodes[n].is) depth n + pred_leaf_cpu!(tree.pred, n, nodes[n].∑, params, ∇, nodes[n].is) + popfirst!(n_next) + end + else + # update histograms + for n_id in eachindex(n_current) + n = n_current[n_id] + if n_id % 2 == 0 + if n % 2 == 0 + @inbounds for j in eachindex(nodes[n].h) + nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n+1].h[j] + end + else + @inbounds for j in eachindex(nodes[n].h) + nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n-1].h[j] + end + end + else + update_hist!(L, nodes[n].h, ∇, x_bin, nodes[n].is, js) + end + end + + # initialize gains for node 1 in which all gains of a given depth will be accumulated + if depth > 1 + @inbounds for j in js + nodes[1].gains[j] .= 0 + end + end + gain = 0 + # update gains based on the aggregation of all nodes of a given depth. One gains matrix per depth (vs one per node in binary trees). + for n ∈ sort(n_current) + update_gains!(nodes[n], js, params, feattypes, monotone_constraints) + if n > 1 # accumulate gains in node 1 + for j in js + nodes[1].gains[j] .+= nodes[n].gains[j] + end + end + gain += nodes[n].gain + end + for n ∈ sort(n_current) + if n > 1 + for j in js + nodes[1].gains[j] .*= nodes[n].gains[j] .> 0 #mask ignore gains if any node isn't eligible (too small per leaf weight) + end + end + end + # find best split + best = findmax(findmax.(nodes[1].gains)) + best_gain = best[1][1] + best_bin = best[1][2] + best_feat = best[2] + if best_gain > gain + params.gamma + for n in sort(n_current) + tree.gain[n] = best_gain - nodes[n].gain + tree.cond_bin[n] = best_bin + tree.feat[n] = best_feat + tree.cond_float[n] = edges[best_feat][best_bin] + tree.split[n] = best_bin != 0 + + _left, _right = split_set_threads!( + out, + left, + right, + nodes[n].is, + x_bin, + tree.feat[n], + tree.cond_bin[n], + feattypes[best_feat], + offset, + ) + + offset += length(nodes[n].is) + nodes[n<<1].is, nodes[n<<1+1].is = _left, _right + nodes[n<<1].∑ .= nodes[n].hL[best_feat][:, best_bin] + nodes[n<<1+1].∑ .= nodes[n].hR[best_feat][:, best_bin] + nodes[n<<1].gain = get_gain(params, nodes[n<<1].∑) + nodes[n<<1+1].gain = get_gain(params, nodes[n<<1+1].∑) + + if length(_right) >= length(_left) + push!(n_next, n << 1) + push!(n_next, n << 1 + 1) + else + push!(n_next, n << 1 + 1) + push!(n_next, n << 1) + end + popfirst!(n_next) + end + else + for n in n_current + pred_leaf_cpu!(tree.pred, n, nodes[n].∑, params, ∇, nodes[n].is) + popfirst!(n_next) + end + end + end + n_current = copy(n_next) + depth += 1 + end # end of loop over active ids for a given depth + return nothing +end + + """ fit_evotree( params::EvoTypes{L}, diff --git a/src/models.jl b/src/models.jl index b0fd1420..fe5f8663 100644 --- a/src/models.jl +++ b/src/models.jl @@ -40,38 +40,6 @@ function mk_rng(int::Integer) return rng end -# check model parameter if it's valid -function check_parameter(::Type{<:T}, value, min_value::Real, max_value::Real, label::Symbol) where {T<:Number} - min_value = max(typemin(T), min_value) - max_value = min(typemax(T), max_value) - try - convert(T, value) - @assert min_value <= value <= max_value - catch - error("Invalid value for parameter `$(string(label))`: $value. `$(string(label))` must be of type $T with value between $min_value and $max_value.") - end -end - -# check model arguments if they are valid -function check_args(args::Dict{Symbol,Any}) - - # Check integer parameters - check_parameter(Int, args[:nrounds], 0, typemax(Int), :nrounds) - check_parameter(Int, args[:max_depth], 1, typemax(Int), :max_depth) - check_parameter(Int, args[:nbins], 2, 255, :nbins) - - # check positive float parameters - check_parameter(Float64, args[:lambda], zero(Float64), typemax(Float64), :lambda) - check_parameter(Float64, args[:gamma], zero(Float64), typemax(Float64), :gamma) - check_parameter(Float64, args[:min_weight], zero(Float64), typemax(Float64), :min_weight) - - # check bounded parameters - check_parameter(Float64, args[:alpha], zero(Float64), one(Float64), :alpha) - check_parameter(Float64, args[:rowsample], eps(Float64), one(Float64), :rowsample) - check_parameter(Float64, args[:colsample], eps(Float64), one(Float64), :colsample) - check_parameter(Float64, args[:eta], zero(Float64), typemax(Float64), :eta) -end - mutable struct EvoTreeRegressor{L<:ModelType} <: MMI.Deterministic nrounds::Int lambda::Float64 @@ -84,6 +52,7 @@ mutable struct EvoTreeRegressor{L<:ModelType} <: MMI.Deterministic nbins::Int alpha::Float64 monotone_constraints::Any + tree_type::String rng::Any end @@ -103,6 +72,7 @@ function EvoTreeRegressor(; kwargs...) :nbins => 32, :alpha => 0.5, :monotone_constraints => Dict{Int,Int}(), + :tree_type => "binary", :rng => 123, ) @@ -150,6 +120,7 @@ function EvoTreeRegressor(; kwargs...) args[:nbins], args[:alpha], args[:monotone_constraints], + args[:tree_type], args[:rng], ) @@ -172,6 +143,7 @@ mutable struct EvoTreeCount{L<:ModelType} <: MMI.Probabilistic nbins::Int alpha::Float64 monotone_constraints::Any + tree_type::String rng::Any end @@ -190,6 +162,7 @@ function EvoTreeCount(; kwargs...) :nbins => 32, :alpha => 0.5, :monotone_constraints => Dict{Int,Int}(), + :tree_type => "binary", :rng => 123, ) @@ -214,6 +187,7 @@ function EvoTreeCount(; kwargs...) args[:nbins], args[:alpha], args[:monotone_constraints], + args[:tree_type], args[:rng], ) @@ -235,6 +209,7 @@ mutable struct EvoTreeClassifier{L<:ModelType} <: MMI.Probabilistic colsample::Float64 nbins::Int alpha::Float64 + tree_type::String rng::Any end @@ -252,6 +227,7 @@ function EvoTreeClassifier(; kwargs...) :colsample => 1.0, :nbins => 32, :alpha => 0.5, + :tree_type => "binary", :rng => 123, ) @@ -275,6 +251,7 @@ function EvoTreeClassifier(; kwargs...) args[:colsample], args[:nbins], args[:alpha], + args[:tree_type], args[:rng], ) @@ -297,6 +274,7 @@ mutable struct EvoTreeMLE{L<:ModelType} <: MMI.Probabilistic nbins::Int alpha::Float64 monotone_constraints::Any + tree_type::String rng::Any end @@ -316,6 +294,7 @@ function EvoTreeMLE(; kwargs...) :nbins => 32, :alpha => 0.5, :monotone_constraints => Dict{Int,Int}(), + :tree_type => "binary", :rng => 123, ) @@ -351,6 +330,7 @@ function EvoTreeMLE(; kwargs...) args[:nbins], args[:alpha], args[:monotone_constraints], + args[:tree_type], args[:rng], ) @@ -379,6 +359,7 @@ mutable struct EvoTreeGaussian{L<:ModelType} <: MMI.Probabilistic nbins::Int alpha::Float64 monotone_constraints::Any + tree_type::String rng::Any end function EvoTreeGaussian(; kwargs...) @@ -396,6 +377,7 @@ function EvoTreeGaussian(; kwargs...) :nbins => 32, :alpha => 0.5, :monotone_constraints => Dict{Int,Int}(), + :tree_type => "binary", :rng => 123, ) @@ -420,6 +402,7 @@ function EvoTreeGaussian(; kwargs...) args[:nbins], args[:alpha], args[:monotone_constraints], + args[:tree_type], args[:rng], ) @@ -447,8 +430,60 @@ function Base.show(io::IO, config::EvoTypes) end end -# check model arguments if they are valid (eg, after mutation when tuning hyperparams) -# Note: does not check consistency of model type and loss selected +""" + check_parameter(::Type{<:T}, value, min_value::Real, max_value::Real, label::Symbol) where {T<:Number} + +Check model parameter if it's valid +""" +function check_parameter(::Type{<:T}, value, min_value::Real, max_value::Real, label::Symbol) where {T<:Number} + min_value = max(typemin(T), min_value) + max_value = min(typemax(T), max_value) + try + convert(T, value) + @assert min_value <= value <= max_value + catch + error("Invalid value for parameter `$(string(label))`: $value. `$(string(label))` must be of type $T with value between $min_value and $max_value.") + end +end + +""" + check_args(args::Dict{Symbol,Any}) + +Check model arguments if they are valid +""" +function check_args(args::Dict{Symbol,Any}) + + # Check integer parameters + check_parameter(Int, args[:nrounds], 0, typemax(Int), :nrounds) + check_parameter(Int, args[:max_depth], 1, typemax(Int), :max_depth) + check_parameter(Int, args[:nbins], 2, 255, :nbins) + + # check positive float parameters + check_parameter(Float64, args[:lambda], zero(Float64), typemax(Float64), :lambda) + check_parameter(Float64, args[:gamma], zero(Float64), typemax(Float64), :gamma) + check_parameter(Float64, args[:min_weight], zero(Float64), typemax(Float64), :min_weight) + + # check bounded parameters + check_parameter(Float64, args[:alpha], zero(Float64), one(Float64), :alpha) + check_parameter(Float64, args[:rowsample], eps(Float64), one(Float64), :rowsample) + check_parameter(Float64, args[:colsample], eps(Float64), one(Float64), :colsample) + check_parameter(Float64, args[:eta], zero(Float64), typemax(Float64), :eta) + + try + tree_type = string(args[:tree_type]) + @assert tree_type ∈ ["binary", "oblivious"] + catch + error("Invalid input for `tree_type` parameter: `$(args[:tree_type])`. Must be of one of `binary` or `oblivious`") + end + +end + +""" + check_args(model::EvoTypes{L}) where {L} + +Check model arguments if they are valid (eg, after mutation when tuning hyperparams) +Note: does not check consistency of model type and loss selected +""" function check_args(model::EvoTypes{L}) where {L} # Check integer parameters @@ -466,4 +501,11 @@ function check_args(model::EvoTypes{L}) where {L} check_parameter(Float64, model.rowsample, eps(Float64), one(Float64), :rowsample) check_parameter(Float64, model.colsample, eps(Float64), one(Float64), :colsample) check_parameter(Float64, model.eta, zero(Float64), typemax(Float64), :eta) + + try + tree_type = string(model.tree_type) + @assert tree_type ∈ ["binary", "oblivious"] + catch + error("Invalid input for `tree_type` parameter: `$(model.tree_type)`. Must be of one of `binary` or `oblivious`") + end end \ No newline at end of file From 863b2d6f151226c1feeb22406e42acf090c3fb80 Mon Sep 17 00:00:00 2001 From: jeremie Date: Fri, 21 Jul 2023 16:12:00 -0400 Subject: [PATCH 2/6] gpu support --- experiments/readme_plots_gpu.jl | 6 +- figures/gaussian-sinus-oblivious-gpu.png | Bin 84452 -> 82993 bytes src/fit.jl | 2 +- src/gpu/fit.jl | 156 ++++++++++++++++++++++- 4 files changed, 158 insertions(+), 6 deletions(-) diff --git a/experiments/readme_plots_gpu.jl b/experiments/readme_plots_gpu.jl index 12548780..2c2da009 100644 --- a/experiments/readme_plots_gpu.jl +++ b/experiments/readme_plots_gpu.jl @@ -135,7 +135,7 @@ params1 = EvoTreeRegressor(; nbins=64, lambda=0.1, gamma=0.1, - eta=0.03, + eta=0.1, max_depth=6, min_weight=1.0, rowsample=0.5, @@ -165,7 +165,7 @@ params1 = EvoTreeRegressor(; nbins=64, lambda=0.1, gamma=0.1, - eta=0.05, + eta=0.1, max_depth=6, min_weight=1.0, rowsample=0.5, @@ -247,7 +247,7 @@ params1 = EvoTreeGaussian(; 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zy8&@3D4?CME4#Yx1ouj!AAqp{0%ve=4b2X0R2%CnH>|CdvH3Mzv07#!)3wy4CL>^k zDLnI^RY`$^f*@WrV}KBZ?zR8^+y7h4CWR*dJ@!1+b5;gR8= 0 && depth <= params.max_depth + offset = 0 # identifies breakpoint for each node set within a depth + + min_weight_flag = false + for n in n_current + nodes[n].∑[end] <= params.min_weight ? min_weight_flag = true : nothing + end + if depth == params.max_depth || min_weight_flag + for n in n_current + # @info "length(nodes[n].is)" length(nodes[n].is) depth n + pred_leaf_cpu!(tree.pred, n, nodes[n].∑, params, ∇, nodes[n].is) + popfirst!(n_next) + end + else + # update histograms + for n_id in eachindex(n_current) + n = n_current[n_id] + if n_id % 2 == 0 + if n % 2 == 0 + @inbounds for j in eachindex(nodes[n].h) + nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n+1].h[j] + end + else + @inbounds for j in eachindex(nodes[n].h) + nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n-1].h[j] + end + end + else + update_hist_gpu!(nodes[n].h, h∇, ∇, x_bin, nodes[n].is, jsg, js) + end + end + + # initialize gains for node 1 in which all gains of a given depth will be accumulated + if depth > 1 + @inbounds for j in js + nodes[1].gains[j] .= 0 + end + end + gain = 0 + # update gains based on the aggregation of all nodes of a given depth. One gains matrix per depth (vs one per node in binary trees). + for n ∈ sort(n_current) + update_gains!(nodes[n], js, params, feattypes, monotone_constraints) + if n > 1 # accumulate gains in node 1 + for j in js + nodes[1].gains[j] .+= nodes[n].gains[j] + end + end + gain += nodes[n].gain + end + for n ∈ sort(n_current) + if n > 1 + for j in js + nodes[1].gains[j] .*= nodes[n].gains[j] .> 0 #mask ignore gains if any node isn't eligible (too small per leaf weight) + end + end + end + # find best split + best = findmax(findmax.(nodes[1].gains)) + best_gain = best[1][1] + best_bin = best[1][2] + best_feat = best[2] + if best_gain > gain + params.gamma + for n in sort(n_current) + tree.gain[n] = best_gain - nodes[n].gain + tree.cond_bin[n] = best_bin + tree.feat[n] = best_feat + tree.cond_float[n] = edges[best_feat][best_bin] + tree.split[n] = best_bin != 0 + + _left, _right = split_set_threads_gpu!( + out, + left, + right, + nodes[n].is, + x_bin, + tree.feat[n], + tree.cond_bin[n], + feattypes[best_feat], + offset, + ) + + offset += length(nodes[n].is) + nodes[n<<1].is, nodes[n<<1+1].is = _left, _right + nodes[n<<1].∑ .= nodes[n].hL[best_feat][:, best_bin] + nodes[n<<1+1].∑ .= nodes[n].hR[best_feat][:, best_bin] + nodes[n<<1].gain = get_gain(params, nodes[n<<1].∑) + nodes[n<<1+1].gain = get_gain(params, nodes[n<<1+1].∑) + + if length(_right) >= length(_left) + push!(n_next, n << 1) + push!(n_next, n << 1 + 1) + else + push!(n_next, n << 1 + 1) + push!(n_next, n << 1) + end + popfirst!(n_next) + end + else + for n in n_current + pred_leaf_cpu!(tree.pred, n, nodes[n].∑, params, ∇, nodes[n].is) + popfirst!(n_next) + end + end + end + n_current = copy(n_next) + depth += 1 + end # end of loop over current nodes for a given depth + return nothing end \ No newline at end of file From 74fb7af1e72a8cf4adc967addff8aca003481e31 Mon Sep 17 00:00:00 2001 From: jeremie Date: Fri, 21 Jul 2023 16:17:24 -0400 Subject: [PATCH 3/6] hist substract only on active columns --- src/fit.jl | 8 ++++---- src/gpu/fit.jl | 8 ++++---- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/src/fit.jl b/src/fit.jl index f956020e..bd1dd5e9 100644 --- a/src/fit.jl +++ b/src/fit.jl @@ -77,11 +77,11 @@ function grow_tree!( n = n_current[n_id] if n_id % 2 == 0 if n % 2 == 0 - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n+1].h[j] end else - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n-1].h[j] end end @@ -201,11 +201,11 @@ function grow_otree!( n = n_current[n_id] if n_id % 2 == 0 if n % 2 == 0 - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n+1].h[j] end else - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n-1].h[j] end end diff --git a/src/gpu/fit.jl b/src/gpu/fit.jl index aa285868..30d9bd00 100644 --- a/src/gpu/fit.jl +++ b/src/gpu/fit.jl @@ -76,11 +76,11 @@ function grow_tree!( n = n_current[n_id] if n_id % 2 == 0 if n % 2 == 0 - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n+1].h[j] end else - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n-1].h[j] end end @@ -210,11 +210,11 @@ function grow_otree!( n = n_current[n_id] if n_id % 2 == 0 if n % 2 == 0 - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n+1].h[j] end else - @inbounds for j in eachindex(nodes[n].h) + @inbounds for j in js nodes[n].h[j] .= nodes[n>>1].h[j] .- nodes[n-1].h[j] end end From 82672ee39d669dd14fcad54597d77b6dba01f02b Mon Sep 17 00:00:00 2001 From: jeremie Date: Fri, 21 Jul 2023 16:17:49 -0400 Subject: [PATCH 4/6] bump version --- Project.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Project.toml b/Project.toml index 1bd06cae..cde30189 100644 --- a/Project.toml +++ b/Project.toml @@ -1,7 +1,7 @@ name = "EvoTrees" uuid = "f6006082-12f8-11e9-0c9c-0d5d367ab1e5" authors = ["jeremiedb "] -version = "0.15.0" +version = "0.15.1" [deps] BSON = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0" From 46e4012e8f7d7190820d6e00298866d5b0c1a204 Mon Sep 17 00:00:00 2001 From: jeremie Date: Tue, 25 Jul 2023 00:50:03 -0400 Subject: [PATCH 5/6] add tests for oblivious & docs --- .../src/assets/gaussian-sinus-binary.png | Bin docs/src/assets/gaussian_sinus.png | Bin 94434 -> 0 bytes docs/src/assets/quantiles-sinus-binary.png | Bin 0 -> 81600 bytes docs/src/assets/quantiles_sinus.png | Bin 91095 -> 0 bytes docs/src/assets/regression-sinus-binary.png | Bin 0 -> 80758 bytes docs/src/assets/regression_sinus.png | Bin 88255 -> 0 bytes docs/src/assets/regression_sinus2.png | Bin 87906 -> 0 bytes docs/src/tutorials/examples-API.md | 6 +- experiments/readme_plots_gpu.jl | 2 +- src/MLJ.jl | 15 ++ test/oblivious.jl | 152 ++++++++++++++++++ test/runtests.jl | 1 + 12 files changed, 172 insertions(+), 4 deletions(-) rename figures/gaussian-sinus.png => docs/src/assets/gaussian-sinus-binary.png (100%) delete mode 100644 docs/src/assets/gaussian_sinus.png create mode 100644 docs/src/assets/quantiles-sinus-binary.png delete mode 100644 docs/src/assets/quantiles_sinus.png create mode 100644 docs/src/assets/regression-sinus-binary.png delete mode 100644 docs/src/assets/regression_sinus.png delete mode 100644 docs/src/assets/regression_sinus2.png create mode 100644 test/oblivious.jl diff --git a/figures/gaussian-sinus.png b/docs/src/assets/gaussian-sinus-binary.png similarity index 100% rename from figures/gaussian-sinus.png rename to docs/src/assets/gaussian-sinus-binary.png diff --git a/docs/src/assets/gaussian_sinus.png b/docs/src/assets/gaussian_sinus.png deleted file mode 100644 index 79d001462d786ab5f4945ad8b1752fe4528baf56..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 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tree_type="oblivious", + nrounds=200, + nbins=32, + rng=123, + ) + + model, cache = EvoTrees.init(config, x_train, y_train) + preds_ini = model(x_eval) + mse_error_ini = mean(abs.(preds_ini .- y_eval) .^ 2) + model = fit_evotree( + config; + x_train, + y_train, + x_eval, + y_eval, + metric=metric, + print_every_n=25 + ) + + preds = model(x_eval) + mse_error = mean(abs.(preds .- y_eval) .^ 2) + mse_gain_pct = mse_error / mse_error_ini - 1 + @test mse_gain_pct < -0.75 + + end +end + +@testset "oblivious count" begin + + config = EvoTreeCount( + tree_type="oblivious", + nrounds=200, + nbins=32, + rng=123, + ) + + model, cache = EvoTrees.init(config, x_train, y_train) + preds_ini = model(x_eval) + mse_error_ini = mean(abs.(preds_ini .- y_eval) .^ 2) + model = fit_evotree( + config; + x_train, + y_train, + x_eval, + y_eval, + metric=:poisson, + print_every_n=25 + ) + + preds = model(x_eval) + mse_error = mean(abs.(preds .- y_eval) .^ 2) + mse_gain_pct = mse_error / mse_error_ini - 1 + @test mse_gain_pct < -0.75 + +end + +@testset "oblivious MLE" begin + @testset for loss in [:gaussian_mle, :logistic_mle] + + config = EvoTreeMLE( + loss=loss, + tree_type="oblivious", + nrounds=200, + nbins=32, + rng=123, + ) + + model, cache = EvoTrees.init(config, x_train, y_train) + preds_ini = model(x_eval)[:, 1] + mse_error_ini = mean(abs.(preds_ini .- y_eval) .^ 2) + model = fit_evotree( + config; + x_train, + y_train, + x_eval, + y_eval, + metric=loss, + print_every_n=25 + ) + + preds = model(x_eval)[:, 1] + mse_error = mean(abs.(preds .- y_eval) .^ 2) + mse_gain_pct = mse_error / mse_error_ini - 1 + @test mse_gain_pct .< 0.75 + + end +end + +@testset "oblivious classifier" begin + + config = EvoTreeClassifier( + tree_type="oblivious", + nrounds=200, + nbins=32, + rng=123, + ) + + model, cache = EvoTrees.init(config, x_train, y_train_c) + preds_ini = model(x_eval) + acc_ini = mean(map(argmax, eachrow(preds_ini)) .== y_eval_c) + + model = fit_evotree( + config; + x_train, + y_train=y_train_c, + x_eval, + y_eval=y_eval_c, + metric=:mlogloss, + print_every_n=25 + ) + + preds = model(x_eval) + acc = mean(map(argmax, eachrow(preds)) .== y_eval_c) + + @test acc > 0.9 + +end diff --git a/test/runtests.jl b/test/runtests.jl index a7126a98..891f6d34 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -9,6 +9,7 @@ using Test @testset "Internal API" begin include("core.jl") + include("oblivious.jl") include("tables.jl") include("monotonic.jl") end From bae8ba737347da17fc2e71f6e6ee370e513964bb Mon Sep 17 00:00:00 2001 From: jeremie Date: Fri, 28 Jul 2023 15:52:37 -0400 Subject: [PATCH 6/6] change MLE/Gaussian min-weight --- src/MLJ.jl | 10 +++++----- src/models.jl | 4 ++-- test/issue-243.jl | 8 ++++++++ 3 files changed, 15 insertions(+), 7 deletions(-) create mode 100644 test/issue-243.jl diff --git a/src/MLJ.jl b/src/MLJ.jl index 8ab8bf4c..bdf1ad8f 100644 --- a/src/MLJ.jl +++ b/src/MLJ.jl @@ -188,7 +188,7 @@ A model type for constructing a EvoTreeRegressor, based on [EvoTrees.jl](https:/ - `max_depth=5`: Maximum depth of a tree. Must be >= 1. A tree of depth 1 is made of a single prediction leaf. A complete tree of depth N contains `2^(N - 1)` terminal leaves and `2^(N - 1) - 1` split nodes. Compute cost is proportional to `2^max_depth`. Typical optimal values are in the 3 to 9 range. -- `min_weight=0.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. +- `min_weight=1.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. - `rowsample=1.0`: Proportion of rows that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `colsample=1.0`: Proportion of columns / features that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `nbins=32`: Number of bins into which each feature is quantized. Buckets are defined based on quantiles, hence resulting in equal weight bins. Should be between 2 and 255. @@ -307,7 +307,7 @@ EvoTreeClassifier is used to perform multi-class classification, using cross-ent - `max_depth=5`: Maximum depth of a tree. Must be >= 1. A tree of depth 1 is made of a single prediction leaf. A complete tree of depth N contains `2^(N - 1)` terminal leaves and `2^(N - 1) - 1` split nodes. Compute cost is proportional to `2^max_depth`. Typical optimal values are in the 3 to 9 range. -- `min_weight=0.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. +- `min_weight=1.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. - `rowsample=1.0`: Proportion of rows that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `colsample=1.0`: Proportion of columns / features that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `nbins=32`: Number of bins into which each feature is quantized. Buckets are defined based on quantiles, hence resulting in equal weight bins. Should be between 2 and 255. @@ -431,7 +431,7 @@ EvoTreeCount is used to perform Poisson probabilistic regression on count target - `max_depth=5`: Maximum depth of a tree. Must be >= 1. A tree of depth 1 is made of a single prediction leaf. A complete tree of depth N contains `2^(N - 1)` terminal leaves and `2^(N - 1) - 1` split nodes. Compute cost is proportional to 2^max_depth. Typical optimal values are in the 3 to 9 range. -- `min_weight=0.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. +- `min_weight=1.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. - `rowsample=1.0`: Proportion of rows that are sampled at each iteration to build the tree. Should be `]0, 1]`. - `colsample=1.0`: Proportion of columns / features that are sampled at each iteration to build the tree. Should be `]0, 1]`. - `nbins=32`: Number of bins into which each feature is quantized. Buckets are defined based on quantiles, hence resulting in equal weight bins. Should be between 2 and 255. @@ -560,7 +560,7 @@ EvoTreeGaussian is used to perform Gaussian probabilistic regression, fitting μ - `max_depth=5`: Maximum depth of a tree. Must be >= 1. A tree of depth 1 is made of a single prediction leaf. A complete tree of depth N contains `2^(N - 1)` terminal leaves and `2^(N - 1) - 1` split nodes. Compute cost is proportional to 2^max_depth. Typical optimal values are in the 3 to 9 range. -- `min_weight=0.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. +- `min_weight=8.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. - `rowsample=1.0`: Proportion of rows that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `colsample=1.0`: Proportion of columns / features that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `nbins=32`: Number of bins into which each feature is quantized. Buckets are defined based on quantiles, hence resulting in equal weight bins. Should be between 2 and 255. @@ -697,7 +697,7 @@ EvoTreeMLE performs maximum likelihood estimation. Assumed distribution is speci - `max_depth=5`: Maximum depth of a tree. Must be >= 1. A tree of depth 1 is made of a single prediction leaf. A complete tree of depth N contains `2^(N - 1)` terminal leaves and `2^(N - 1) - 1` split nodes. Compute cost is proportional to 2^max_depth. Typical optimal values are in the 3 to 9 range. -- `min_weight=0.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. +- `min_weight=8.0`: Minimum weight needed in a node to perform a split. Matches the number of observations by default or the sum of weights as provided by the `weights` vector. Must be > 0. - `rowsample=1.0`: Proportion of rows that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `colsample=1.0`: Proportion of columns / features that are sampled at each iteration to build the tree. Should be in `]0, 1]`. - `nbins=32`: Number of bins into which each feature is quantized. Buckets are defined based on quantiles, hence resulting in equal weight bins. Should be between 2 and 255. diff --git a/src/models.jl b/src/models.jl index fe5f8663..74495393 100644 --- a/src/models.jl +++ b/src/models.jl @@ -288,7 +288,7 @@ function EvoTreeMLE(; kwargs...) :gamma => 0.0, # min gain to split :eta => 0.1, # learning rate :max_depth => 5, - :min_weight => 1.0, # minimal weight, different from xgboost (but same for linear) + :min_weight => 8.0, # minimal weight, different from xgboost (but same for linear) :rowsample => 1.0, :colsample => 1.0, :nbins => 32, @@ -371,7 +371,7 @@ function EvoTreeGaussian(; kwargs...) :gamma => 0.0, # min gain to split :eta => 0.1, # learning rate :max_depth => 5, - :min_weight => 1.0, # minimal weight, different from xgboost (but same for linear) + :min_weight => 8.0, # minimal weight, different from xgboost (but same for linear) :rowsample => 1.0, :colsample => 1.0, :nbins => 32, diff --git a/test/issue-243.jl b/test/issue-243.jl new file mode 100644 index 00000000..2b00768a --- /dev/null +++ b/test/issue-243.jl @@ -0,0 +1,8 @@ +using JLD2, EvoTrees +data = JLD2.load("data/data.jld2") +x_train = data["X"] +y_train = data["y"] + +config = EvoTrees.EvoTreeMLE(; nrounds=100, eta=0.05, min_weight=2) +model = fit_evotree(config, metric=:gaussian_mle, x_train=x_train, y_train=y_train, x_eval=x_train, y_eval=y_train, print_every_n=1) +EvoTrees.predict(model, x_train)

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