From e7cfaa78a8b844d6b1c386993b9bb70617e4589d Mon Sep 17 00:00:00 2001 From: annamariadziubyna <73058800+annamariadziubyna@users.noreply.github.com> Date: Fri, 22 Dec 2023 11:07:12 +0100 Subject: [PATCH 1/2] add RAU benchmark --- benchmarks/pegasus_rau_bench.jl | 163 + benchmarks/run_bench.sh | 2 +- .../P8/RAU/SpinGlass/inst3-5/003_sg.txt | 9284 +++++++++++++++++ .../P8/RAU/SpinGlass/inst3-5/004_sg.txt | 9284 +++++++++++++++++ .../P8/RAU/SpinGlass/inst3-5/005_sg.txt | 9284 +++++++++++++++++ 5 files changed, 28016 insertions(+), 1 deletion(-) create mode 100644 benchmarks/pegasus_rau_bench.jl create mode 100644 test/instances/pegasus_random/P8/RAU/SpinGlass/inst3-5/003_sg.txt create mode 100644 test/instances/pegasus_random/P8/RAU/SpinGlass/inst3-5/004_sg.txt create mode 100644 test/instances/pegasus_random/P8/RAU/SpinGlass/inst3-5/005_sg.txt diff --git a/benchmarks/pegasus_rau_bench.jl b/benchmarks/pegasus_rau_bench.jl new file mode 100644 index 00000000..7093e756 --- /dev/null +++ b/benchmarks/pegasus_rau_bench.jl @@ -0,0 +1,163 @@ +using MPI +using LinearAlgebra +using MKL +using SpinGlassEngine +using SpinGlassNetworks +using SpinGlassTensors +using SpinGlassExhaustive +using Logging +using CSV +using DataFrames +using Memoization +using JSON3 + +function brute_force_gpu(ig::IsingGraph; num_states::Int) + brute_force(ig, :GPU, num_states=num_states) +end + +MPI.Init() +size = MPI.Comm_size(MPI.COMM_WORLD) +rank = MPI.Comm_rank(MPI.COMM_WORLD) + +M, N, T = 7, 7, 3 +INSTANCE_DIR = "$(@__DIR__)/../test/instances/pegasus_random/P8/RAU/SpinGlass/inst3-5" +OUTPUT_DIR = "$(@__DIR__)/results/pegasus_random/P8/RAU/droplets/final_bench" + +if !Base.Filesystem.isdir(OUTPUT_DIR) + Base.Filesystem.mkpath(OUTPUT_DIR) +end + +BETAS = [0.5,] +LAYOUT = (GaugesEnergy,) +TRANSFORM = all_lattice_transformations + +GAUGE = NoUpdate +STRATEGY = Zipper +SPARSITY = Sparse +graduate_truncation = :graduate_truncate + +INDβ = [3,] +MAX_STATES = [64, 256, 1024] +BOND_DIM = [4, 8, ] + +MAX_SWEEPS = [0,] +VAR_TOL = 1E-16 +TOL_SVD = 1E-16 +ITERS_SVD = 2 +ITERS_VAR = 1 +DTEMP_MULT = 2 +METHOD = :psvd_sparse +I = [1,] +eng = [40, ] +hamming_dist = 74 +disable_logging(LogLevel(1)) +BLAS.set_num_threads(1) + +function pegasus_sim(inst, trans, β, Layout, bd, ms, eng, hamming_dist, mstates) + δp = 0.0 + + cl_h = clustered_hamiltonian( + ising_graph(INSTANCE_DIR * "/" * inst), + spectrum=full_spectrum, + cluster_assignment_rule=pegasus_lattice((M, N, T)) + ) + + params = MpsParameters(bd, VAR_TOL, ms, TOL_SVD, ITERS_SVD, ITERS_VAR, DTEMP_MULT, METHOD) + search_params = SearchParameters(mstates, δp) + + net = PEPSNetwork{SquareCrossDoubleNode{Layout}, SPARSITY}(M, N, cl_h, trans) + ctr = MpsContractor{STRATEGY, GAUGE}(net, [β/6, β/3, β/2, β], graduate_truncation, params) + sol1, schmidts = low_energy_spectrum(ctr, search_params, merge_branches(ctr, :fit, SingleLayerDroplets(eng, hamming_dist, :hamming))) + + sol2 = unpack_droplets(sol1, β) + ig_states = decode_clustered_hamiltonian_state.(Ref(cl_h), sol2.states) + + ldrop = length(sol2.states) + cRAM = round(Base.summarysize(Memoization.caches) * 1E-9; sigdigits=2) + clear_memoize_cache() + sol1, ctr, cRAM, schmidts, ldrop, sol2, ig_states +end + +function run_bench(inst::String, β::Real, t, l, bd, ms, eng, hamming_dist, mstates, i) + hash_name = hash(string(inst, β, t, l, bd, ms, eng, hamming_dist, mstates, i)) + out_path = string(OUTPUT_DIR, "/", hash_name, ".json") + + if isfile(out_path) + println("Skipping for $β, $t, $l, $bd, $eng, $hamming_dist, $ms, $mstates.") + else + data = try + tic_toc = @elapsed sol, ctr, cRAM, schmidts, ldrop, droplets, ig_states = pegasus_sim(inst, t, β, l, bd, ms, eng, hamming_dist, mstates) + + data = DataFrame( + :instance => inst, + :β => β, + :Layout => l, + :transform => t, + :energy => sol.energies[begin], + :probabilities => sol.probabilities, + :discarded_probability => sol.largest_discarded_probability, + :statistic => minimum(values(ctr.statistics)), + :max_states => mstates, + :bond_dim => bd, + :max_sweeps => ms, + :eng => eng, + :hamming_dist => hamming_dist, + :drop_eng => [droplets.energies], + :drop_states => [droplets.states], + :ig_states => [ig_states], + :drop_prob => [droplets.probabilities], + :drop_degeneracy => [droplets.degeneracy], + :drop_ldp => [droplets.largest_discarded_probability], + :drop_number => ldrop, + :iters_svd => ITERS_SVD, + :iters_var => ITERS_VAR, + :dtemp_mult => DTEMP_MULT, + :var_tol => VAR_TOL, + :time => tic_toc, + :cRAM => cRAM, + :schmidts => schmidts + ) + catch err + data = DataFrame( + :instance => inst, + :β => β, + :Layout => l, + :transform => t, + :max_states => mstates, + :eng => eng, + :hamming_dist => hamming_dist, + :droplets => droplets, + :drop_eng => [droplets.energies], + :drop_states => [droplets.states], + :ig_states => [ig_states], + :drop_prob => [droplets.probabilities], + :drop_degeneracy => [droplets.degeneracy], + :drop_ldp => [droplets.largest_discarded_probability], + :drop_number => ldrop, + :iters_svd => ITERS_SVD, + :iters_var => ITERS_VAR, + :dtemp_mult => DTEMP_MULT, + :bond_dim => bd, + :max_sweeps => ms, + :var_tol => VAR_TOL, + :error => err + ) + end + + json_data = JSON3.write(data) + open(out_path, "w") do io + print(io, json_data) + end + + end +end + +all_params = collect( + Iterators.product( + readdir(INSTANCE_DIR, join=false), BETAS, TRANSFORM, LAYOUT, BOND_DIM, MAX_SWEEPS, eng, hamming_dist, MAX_STATES, I) +) + +for i ∈ (1+rank):size:length(all_params) + run_bench(all_params[i]...) + GC.gc() +end diff --git a/benchmarks/run_bench.sh b/benchmarks/run_bench.sh index 0acb37d4..f7167e3f 100755 --- a/benchmarks/run_bench.sh +++ b/benchmarks/run_bench.sh @@ -1 +1 @@ - mpiexec -n 1 ~/julia-1.8.1/bin/julia ./pegasus_bench2.jl + mpiexec -n 1 ~/julia-1.8.1/bin/julia ./pegasus_rau_bench.jl diff --git a/test/instances/pegasus_random/P8/RAU/SpinGlass/inst3-5/003_sg.txt 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-0.581432034448683 +1172 1165 0.2622746401738796 +1172 1166 -0.35201793832189243 +1172 1171 -0.4719263005095524 +1172 1173 -0.6167498532068709 +1172 1174 0.10597184543584182 +1172 1175 0.7748341045664859 +1172 1176 0.5878374799311608 +1173 1174 0.7489955822175969 +1175 1176 -0.30471290512600113 From 99966290bda1e402a930772ea0b6866b903cf653 Mon Sep 17 00:00:00 2001 From: Bartek Date: Fri, 22 Dec 2023 10:38:55 +0000 Subject: [PATCH 2/2] clean bench script --- benchmarks/pegasus_rau_bench.jl | 28 ++++++++++++++++------------ benchmarks/run_bench.sh | 2 +- 2 files changed, 17 insertions(+), 13 deletions(-) diff --git a/benchmarks/pegasus_rau_bench.jl b/benchmarks/pegasus_rau_bench.jl index 7093e756..8b8e182f 100644 --- a/benchmarks/pegasus_rau_bench.jl +++ b/benchmarks/pegasus_rau_bench.jl @@ -1,23 +1,26 @@ -using MPI +#using MPI using LinearAlgebra using MKL using SpinGlassEngine using SpinGlassNetworks using SpinGlassTensors -using SpinGlassExhaustive +#using SpinGlassExhaustive using Logging using CSV using DataFrames using Memoization using JSON3 +#= function brute_force_gpu(ig::IsingGraph; num_states::Int) brute_force(ig, :GPU, num_states=num_states) end +=# + +#MPI.Init() +size = 1 #MPI.Comm_size(MPI.COMM_WORLD) +rank = 0 #MPI.Comm_rank(MPI.COMM_WORLD) -MPI.Init() -size = MPI.Comm_size(MPI.COMM_WORLD) -rank = MPI.Comm_rank(MPI.COMM_WORLD) M, N, T = 7, 7, 3 INSTANCE_DIR = "$(@__DIR__)/../test/instances/pegasus_random/P8/RAU/SpinGlass/inst3-5" @@ -29,10 +32,10 @@ end BETAS = [0.5,] LAYOUT = (GaugesEnergy,) -TRANSFORM = all_lattice_transformations +TRANSFORM = all_lattice_transformations GAUGE = NoUpdate -STRATEGY = Zipper +STRATEGY = Zipper SPARSITY = Sparse graduate_truncation = :graduate_truncate @@ -48,10 +51,11 @@ ITERS_VAR = 1 DTEMP_MULT = 2 METHOD = :psvd_sparse I = [1,] -eng = [40, ] -hamming_dist = 74 +eng = [40, ] +hamming_dist = 74 + disable_logging(LogLevel(1)) -BLAS.set_num_threads(1) +#BLAS.set_num_threads(1) function pegasus_sim(inst, trans, β, Layout, bd, ms, eng, hamming_dist, mstates) δp = 0.0 @@ -61,7 +65,7 @@ function pegasus_sim(inst, trans, β, Layout, bd, ms, eng, hamming_dist, mstates spectrum=full_spectrum, cluster_assignment_rule=pegasus_lattice((M, N, T)) ) - + params = MpsParameters(bd, VAR_TOL, ms, TOL_SVD, ITERS_SVD, ITERS_VAR, DTEMP_MULT, METHOD) search_params = SearchParameters(mstates, δp) @@ -87,7 +91,7 @@ function run_bench(inst::String, β::Real, t, l, bd, ms, eng, hamming_dist, msta else data = try tic_toc = @elapsed sol, ctr, cRAM, schmidts, ldrop, droplets, ig_states = pegasus_sim(inst, t, β, l, bd, ms, eng, hamming_dist, mstates) - + data = DataFrame( :instance => inst, :β => β, diff --git a/benchmarks/run_bench.sh b/benchmarks/run_bench.sh index f7167e3f..6dd0a1de 100755 --- a/benchmarks/run_bench.sh +++ b/benchmarks/run_bench.sh @@ -1 +1 @@ - mpiexec -n 1 ~/julia-1.8.1/bin/julia ./pegasus_rau_bench.jl + mpiexec -n 1 ~/julia-1.9.0/bin/julia ./pegasus_rau_bench.jl