From cd3d80f3e9a66800ea2bd5ec1a81066d31db6b74 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 18:10:50 +0100 Subject: [PATCH 01/65] Initialize branch --- runcard.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runcard.yml b/runcard.yml index 861c3bd..6d5e7af 100644 --- a/runcard.yml +++ b/runcard.yml @@ -1,7 +1,7 @@ ################################################### # PDF Set # ################################################### -pdf: PN3_GLOBAL_NNPDF31_nnlo_as_0118_070219-001 +pdf: 130920-nnpdf40_jcm_iterated_70k_epochs ################################################### # Size of compressed PDF replicas # @@ -36,7 +36,7 @@ est_dic: ######################################################### # Enhance statistics of Prior # ######################################################### -enhance : True +enhance : False nbgen : 160 ######################################################### @@ -73,7 +73,7 @@ gan_opt : rms epochs : 5000 # [Batch size] -batch_size : 64 +batch_size : 32 # Intermediate steps to train the # Critic & Generator From 9f1fd7c06c1eca3ad66e2a4ed838da71daf59c39 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 21:28:35 +0100 Subject: [PATCH 02/65] Assign new version --- src/pycompressor/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pycompressor/__init__.py b/src/pycompressor/__init__.py index 3dc1f76..5becc17 100644 --- a/src/pycompressor/__init__.py +++ b/src/pycompressor/__init__.py @@ -1 +1 @@ -__version__ = "0.1.0" +__version__ = "1.0.0" From 115496349efeb7a14979c6b289150f3090574fe9 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 21:29:10 +0100 Subject: [PATCH 03/65] Fetch both prior and enhanced (if it exists) sets --- src/pycompressor/compressing.py | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/src/pycompressor/compressing.py b/src/pycompressor/compressing.py index ac97b1d..fd2a9c4 100644 --- a/src/pycompressor/compressing.py +++ b/src/pycompressor/compressing.py @@ -13,7 +13,7 @@ log = logging.getLogger(__name__) # Initial scale (in GeV) -Q0 = 1.65 +Q0 = 1 # Total number of flavour to 2nf+1=7 NF = 3 @@ -68,7 +68,6 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): sub.call(["evolven3fit", f"{outfolder}", f"{nbgen}"]) # Add symbolic Links to LHAPDF dataDir postgans(str(pdf), outfolder, nbgen) - pdf = str(pdf) + "_enhanced" splash() # Create output folder @@ -77,14 +76,23 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): # Create output folder for ERF stats out_folder = pathlib.Path().absolute() / "erfs_output" out_folder.mkdir(exist_ok=True) - log.info("Loading PDF set:") + + log.info("Loading PDF sets:") xgrid = XGrid().build_xgrid() + # Load Prior Sets prior = PdfSet(pdf, xgrid, Q0, NF).build_pdf() + # Load Enhanced Sets + try: + postgan = pdf + "_enhanced" + enhanced = PdfSet(postgan, xgrid, Q0, NF).build_pdf() + except RuntimeError as excp: + log.warning(excp) + enhanced = PdfSet(pdf, xgrid, Q0, NF).build_pdf() + # Set seed np.random.seed(0) - # Init. compressor class - comp = compress(prior, est_dic, compressed, out_folder) + comp = compress(prior, enhanced, est_dic, compressed, out_folder) # Start compression depending on the Evolution Strategy erf_list = [] final_result = {"pdfset_name": pdf} @@ -92,7 +100,7 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): log.info(f"Compressing replicas using {minimizer} algorithm:") if minimizer == "genetic": # Run compressor using GA - nb_iter = 15000 + nb_iter = 20000 with trange(nb_iter) as iter_range: for i in iter_range: iter_range.set_description("Compression") From c382c147bbbda411439ce1118b0a12285f20285e Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 21:29:43 +0100 Subject: [PATCH 04/65] Minimize the compression of any given sets w.r.t. prior --- src/pycompressor/compressor.py | 56 ++++++++-------------------------- 1 file changed, 13 insertions(+), 43 deletions(-) diff --git a/src/pycompressor/compressor.py b/src/pycompressor/compressor.py index 4292c5d..eea8a0d 100644 --- a/src/pycompressor/compressor.py +++ b/src/pycompressor/compressor.py @@ -30,10 +30,11 @@ class compress: Size of the reduced/compressed replicas """ - def __init__(self, prior, est_dic, nb_reduc, folder): + def __init__(self, prior, enhanced, est_dic, nb_reduc, folder): self.prior = prior self.est_dic = est_dic self.nb_reduc = nb_reduc + self.enhanced = enhanced # Init. ErfComputation class. This also computes # the one-time computation of the estimators # for the prior @@ -42,8 +43,8 @@ def __init__(self, prior, est_dic, nb_reduc, folder): self.index = np.arange(1, self.nb_reduc + 1, 1) def error_function(self, index): - """Sample a subset of replicas as given by the index. Then computes the - corrresponding ERF value. + """Sample a subset of replicas as given by the index. Then computes + the corrresponding ERF value. Parameters ---------- @@ -55,7 +56,7 @@ def error_function(self, index): float Value of the ERF """ - reduc_rep = self.prior[index] + reduc_rep = self.enhanced[index] # Compute Normalized Error function erf_res = self.err_func.compute_tot_erf(reduc_rep) return erf_res @@ -75,12 +76,13 @@ def final_erfs(self, index): Dictionary containing the list of estimators and their respective values """ - selected_replicas = self.prior[index] + selected_replicas = self.enhanced[index] erfs = self.err_func.compute_all_erf(selected_replicas) return erfs def genetic_algorithm(self, nb_mut=5): - """Look for the combination of replicas that gives the best ERF value. + """Look for the combination of replicas that gives the best ERF + value. Parameters ---------- @@ -90,13 +92,13 @@ def genetic_algorithm(self, nb_mut=5): Returns ------- tuple(float, array_like) - The first argument is the value of the best ERF while the second - contains the index of the reduced PDF + The first argument is the value of the best ERF while the + second contains the index of the reduced PDF """ nmut = nb_mut # Compute ERF berf = self.error_function(self.index) - # Construc mutation matrix + # Construct mutation matrix mut = np.full((nmut, self.index.shape[0]), self.index) # Perform mutation for i in range(nmut): @@ -111,7 +113,7 @@ def genetic_algorithm(self, nb_mut=5): else: _nmut = 4 for _ in range(_nmut): - p = np.random.randint(1, self.prior.shape[0]) + p = np.random.randint(1, self.enhanced.shape[0]) k = np.random.randint(1, self.nb_reduc) mut[i][k] = p # Compute ERF for the new sample @@ -119,7 +121,7 @@ def genetic_algorithm(self, nb_mut=5): for m in range(nmut): erf[m] = self.error_function(mut[m]) # Perform Selection - besterf = np.min(erf) # Find the lowest ERF + besterf = np.min(erf) # Find the lowest ERF idx = np.where(erf == besterf)[0][0] # Find index of the lowest ERF # Update index if besterf < berf: @@ -210,35 +212,3 @@ def minimize_erf(index): selected_modulo = selected_index % self.prior.shape[0] erf_cma = self.error_function(selected_modulo) return erf_cma, selected_modulo - - -# def cma_erf(index, err_comp, prior): -# """Top level function that defines the ERF function that is going -# to be minimized. -# -# Parameters -# ---------- -# index: array_like -# Array containing the index of the replicas -# err_comp: class -# Class containing the method that computes the ERFs -# prior: array_like -# Array of PDF replicas (prior/reduced/random) -# -# Returns -# ------- -# result: float -# Value of the ERF -# """ -# # TODO: (use) cma_erf(ind, self.err_func, self.prior) -# # Convert float array into int -# index_int = index.astype(int) -# index_modulo = index_int % prior.shape[0] -# # Check Duplicates and if so returns NaN -# duplicates, counts = np.unique(index_modulo, return_counts=True) -# if duplicates[counts > 1].shape[0] != 0: -# return np.NaN -# reduc_rep = prior[index_modulo] -# # Compute Normalized Error function -# erf_res = err_comp.compute_tot_erf(reduc_rep) -# return erf_res From c59a13c97b059d1bc67a8ca48278c8fa7f1f2ca7 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 21:35:49 +0100 Subject: [PATCH 05/65] Fixed test accordingly --- tests/test_erf_compressor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_erf_compressor.py b/tests/test_erf_compressor.py index c428344..b873eef 100644 --- a/tests/test_erf_compressor.py +++ b/tests/test_erf_compressor.py @@ -36,7 +36,7 @@ # Compressor class -COMP = compressor.compress(PRIOR, ESTIMATORS, NB_REDUCED, "TEST") +COMP = compressor.compress(PRIOR, PRIOR, ESTIMATORS, NB_REDUCED, "TEST") def get_subset(n): From 65b737b43ae0c618927109cacbe228a1c7c377d5 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 18:41:27 +0100 Subject: [PATCH 06/65] Tag new version --- src/pycompressor/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pycompressor/__init__.py b/src/pycompressor/__init__.py index 3dc1f76..d3ec452 100644 --- a/src/pycompressor/__init__.py +++ b/src/pycompressor/__init__.py @@ -1 +1 @@ -__version__ = "0.1.0" +__version__ = "0.2.0" From 75e27a684cd6ae3cfdc7dfe08c79b36a6580c308 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 18:41:57 +0100 Subject: [PATCH 07/65] Fix slight ambiguity in the computation of the mutation matrix --- src/pycompressor/compressor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pycompressor/compressor.py b/src/pycompressor/compressor.py index 4292c5d..df15946 100644 --- a/src/pycompressor/compressor.py +++ b/src/pycompressor/compressor.py @@ -112,7 +112,7 @@ def genetic_algorithm(self, nb_mut=5): _nmut = 4 for _ in range(_nmut): p = np.random.randint(1, self.prior.shape[0]) - k = np.random.randint(1, self.nb_reduc) + k = np.random.randint(self.nb_reduc) mut[i][k] = p # Compute ERF for the new sample erf = np.zeros(nmut) From 14d84930062a8bd52978b937e44489c54d792435 Mon Sep 17 00:00:00 2001 From: Tanjona Rabemananjara Date: Tue, 17 Nov 2020 18:56:16 +0100 Subject: [PATCH 08/65] Update Miniconda --- .github/workflows/pytest.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml index 01aae5d..47868f8 100644 --- a/.github/workflows/pytest.yml +++ b/.github/workflows/pytest.yml @@ -16,7 +16,7 @@ jobs: steps: - uses: actions/checkout@v1 - name: Setup Conda - uses: goanpeca/setup-miniconda@v1 + uses: conda-incubator/setup-miniconda@v2 with: python-version: ${{ matrix.python-version }} auto-update-conda: true From 94072d411a9855876e366e41307953cf147acf6d Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 19:23:39 +0100 Subject: [PATCH 09/65] Initialize Random Number Generator --- src/pycompressor/compressing.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/pycompressor/compressing.py b/src/pycompressor/compressing.py index ac97b1d..d97937b 100644 --- a/src/pycompressor/compressing.py +++ b/src/pycompressor/compressing.py @@ -6,6 +6,7 @@ import subprocess as sub from tqdm import trange +from numpy.random import Generator, PCG64 from pycompressor.pdfgrid import XGrid from pycompressor.pdfgrid import PdfSet from pycompressor.compressor import compress @@ -13,7 +14,7 @@ log = logging.getLogger(__name__) # Initial scale (in GeV) -Q0 = 1.65 +Q0 = 1 # Total number of flavour to 2nf+1=7 NF = 3 @@ -80,11 +81,10 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): log.info("Loading PDF set:") xgrid = XGrid().build_xgrid() prior = PdfSet(pdf, xgrid, Q0, NF).build_pdf() - # Set seed - np.random.seed(0) - # Init. compressor class - comp = compress(prior, est_dic, compressed, out_folder) + # Set seed + rndgen = Generator(PCG64(seed=0)) + comp = compress(prior, est_dic, compressed, out_folder, rndgen) # Start compression depending on the Evolution Strategy erf_list = [] final_result = {"pdfset_name": pdf} @@ -92,7 +92,7 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): log.info(f"Compressing replicas using {minimizer} algorithm:") if minimizer == "genetic": # Run compressor using GA - nb_iter = 15000 + nb_iter = 25000 with trange(nb_iter) as iter_range: for i in iter_range: iter_range.set_description("Compression") From cdefb7100afaaa0620b64ab5ebad4a32949d882c Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 19:24:34 +0100 Subject: [PATCH 10/65] Initialize primary index to be random --- src/pycompressor/compressor.py | 63 +++++++++------------------------- 1 file changed, 16 insertions(+), 47 deletions(-) diff --git a/src/pycompressor/compressor.py b/src/pycompressor/compressor.py index 4292c5d..d403bbd 100644 --- a/src/pycompressor/compressor.py +++ b/src/pycompressor/compressor.py @@ -30,20 +30,20 @@ class compress: Size of the reduced/compressed replicas """ - def __init__(self, prior, est_dic, nb_reduc, folder): + def __init__(self, prior, est_dic, nb_reduc, folder, rndgen): self.prior = prior + self.rndgen = rndgen self.est_dic = est_dic self.nb_reduc = nb_reduc - # Init. ErfComputation class. This also computes - # the one-time computation of the estimators - # for the prior - self.err_func = ErfComputation(prior, est_dic, nb_reduc, folder) # Init. index for ERF computation - self.index = np.arange(1, self.nb_reduc + 1, 1) + self.index = rndgen.integers(1, prior.shape[0], self.nb_reduc + 1) + # Init. ErfComputation class. This also computes the one-time computation + # of the estimators for the prior. + self.err_func = ErfComputation(prior, est_dic, nb_reduc, folder, rndgen) def error_function(self, index): - """Sample a subset of replicas as given by the index. Then computes the - corrresponding ERF value. + """Sample a subset of replicas as given by the index. Then computes + the corrresponding ERF value. Parameters ---------- @@ -90,8 +90,8 @@ def genetic_algorithm(self, nb_mut=5): Returns ------- tuple(float, array_like) - The first argument is the value of the best ERF while the second - contains the index of the reduced PDF + The first argument is the value of the best ERF while the + second contains the index of the reduced PDF """ nmut = nb_mut # Compute ERF @@ -101,7 +101,8 @@ def genetic_algorithm(self, nb_mut=5): # Perform mutation for i in range(nmut): # Define mutation rate - r = np.random.uniform(0, 1) + # r = np.random.uniform(0, 1) + r = self.rndgen.uniform(0, 1) if r <= 0.3: _nmut = 1 elif r > 0.3 and r <= 0.6: @@ -111,15 +112,15 @@ def genetic_algorithm(self, nb_mut=5): else: _nmut = 4 for _ in range(_nmut): - p = np.random.randint(1, self.prior.shape[0]) - k = np.random.randint(1, self.nb_reduc) + p = self.rndgen.integers(1, self.prior.shape[0]) + k = self.rndgen.integers(self.nb_reduc) mut[i][k] = p # Compute ERF for the new sample erf = np.zeros(nmut) for m in range(nmut): erf[m] = self.error_function(mut[m]) # Perform Selection - besterf = np.min(erf) # Find the lowest ERF + besterf = np.min(erf) # Find the lowest ERF idx = np.where(erf == besterf)[0][0] # Find index of the lowest ERF # Update index if besterf < berf: @@ -148,7 +149,7 @@ def cma_algorithm( float Value of the ERF """ - init_index = np.random.choice( + init_index = self.rndgen.choice( self.prior.shape[0], self.nb_reduc, replace=False @@ -210,35 +211,3 @@ def minimize_erf(index): selected_modulo = selected_index % self.prior.shape[0] erf_cma = self.error_function(selected_modulo) return erf_cma, selected_modulo - - -# def cma_erf(index, err_comp, prior): -# """Top level function that defines the ERF function that is going -# to be minimized. -# -# Parameters -# ---------- -# index: array_like -# Array containing the index of the replicas -# err_comp: class -# Class containing the method that computes the ERFs -# prior: array_like -# Array of PDF replicas (prior/reduced/random) -# -# Returns -# ------- -# result: float -# Value of the ERF -# """ -# # TODO: (use) cma_erf(ind, self.err_func, self.prior) -# # Convert float array into int -# index_int = index.astype(int) -# index_modulo = index_int % prior.shape[0] -# # Check Duplicates and if so returns NaN -# duplicates, counts = np.unique(index_modulo, return_counts=True) -# if duplicates[counts > 1].shape[0] != 0: -# return np.NaN -# reduc_rep = prior[index_modulo] -# # Compute Normalized Error function -# erf_res = err_comp.compute_tot_erf(reduc_rep) -# return erf_res From a19cb812e12724d215b120429aef53947cac69f2 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 19:25:23 +0100 Subject: [PATCH 11/65] Use RDG to compute random trials --- src/pycompressor/errfunction.py | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/src/pycompressor/errfunction.py b/src/pycompressor/errfunction.py index 756601f..f7e5554 100644 --- a/src/pycompressor/errfunction.py +++ b/src/pycompressor/errfunction.py @@ -11,7 +11,7 @@ log = logging.getLogger(__name__) -def randomize_rep(replica, number): +def randomize_rep(replica, number, rndgen): """Extract a subset of random replica from the prior in a nun- redundant way (no duplicates). @@ -27,7 +27,7 @@ def randomize_rep(replica, number): array_like Randomized array of shape=(number, flavours, x-grid) """ - index = np.random.choice(replica.shape[0], number, replace=False) + index = rndgen.choice(replica.shape[0], number, replace=False) return replica[index] @@ -183,7 +183,7 @@ def estimate(prior, est_dic): return reslt -def normalization(prior, est_prior, rndm_size, est_dic, trials, folder): +def normalization(prior, est_prior, rndm_size, est_dic, trials, folder, rndgen): """Compute normalization for each Estimator. The normalization is computed by calculating the ERF of the given estimator for each trials as given generally by eq.(9) of the paper (https://arxiv.org/pdf/1504.06469). @@ -215,7 +215,7 @@ def normalization(prior, est_prior, rndm_size, est_dic, trials, folder): with trange(trials) as iter_trial: for t in iter_trial: iter_trial.set_description("Random Trial") - randm = randomize_rep(prior, rndm_size) + randm = randomize_rep(prior, rndm_size, rndgen) est_cl = Estimators(randm) # Normalization for Moment Estimators for es in est_dic["moment_estimators"]: @@ -272,13 +272,21 @@ class ErfComputation: Number of trials """ - def __init__(self, prior, est_dic, nreduc, folder, trials=1000): + def __init__(self, prior, est_dic, nreduc, folder, rndgen, trials=1000): self.prior = prior self.est_dic = est_dic # Compute estimators for PRIOR replicas self.pestm = estimate(prior, est_dic) # Compute normalizations for each estimator - self.normz = normalization(prior, self.pestm, nreduc, est_dic, trials, folder) + self.normz = normalization( + prior, + self.pestm, + nreduc, + est_dic, + trials, + folder, + rndgen + ) def __repr__(self): return "Normalizations: {}".format(self.normz) From 54f887fcb773acf7a95848f5f522cf88fe36ad05 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 19:26:27 +0100 Subject: [PATCH 12/65] Turn off enhancement --- runcard.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/runcard.yml b/runcard.yml index 861c3bd..006fae2 100644 --- a/runcard.yml +++ b/runcard.yml @@ -36,7 +36,7 @@ est_dic: ######################################################### # Enhance statistics of Prior # ######################################################### -enhance : True +enhance : False nbgen : 160 ######################################################### From 2055f19ee263f0f3e1f066d3f2e7a438aff8951d Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 18:10:50 +0100 Subject: [PATCH 13/65] Initialize branch --- runcard.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/runcard.yml b/runcard.yml index 006fae2..6d5e7af 100644 --- a/runcard.yml +++ b/runcard.yml @@ -1,7 +1,7 @@ ################################################### # PDF Set # ################################################### -pdf: PN3_GLOBAL_NNPDF31_nnlo_as_0118_070219-001 +pdf: 130920-nnpdf40_jcm_iterated_70k_epochs ################################################### # Size of compressed PDF replicas # @@ -73,7 +73,7 @@ gan_opt : rms epochs : 5000 # [Batch size] -batch_size : 64 +batch_size : 32 # Intermediate steps to train the # Critic & Generator From 586f0ad27a6998270860f2546907924e099638bc Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 21:29:10 +0100 Subject: [PATCH 14/65] Init. Random Number Generator (RDG) --- src/pycompressor/compressing.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/src/pycompressor/compressing.py b/src/pycompressor/compressing.py index d97937b..7630006 100644 --- a/src/pycompressor/compressing.py +++ b/src/pycompressor/compressing.py @@ -69,7 +69,6 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): sub.call(["evolven3fit", f"{outfolder}", f"{nbgen}"]) # Add symbolic Links to LHAPDF dataDir postgans(str(pdf), outfolder, nbgen) - pdf = str(pdf) + "_enhanced" splash() # Create output folder @@ -78,13 +77,23 @@ def compressing(pdf, compressed, minimizer, est_dic, enhance, nbgen): # Create output folder for ERF stats out_folder = pathlib.Path().absolute() / "erfs_output" out_folder.mkdir(exist_ok=True) - log.info("Loading PDF set:") + + log.info("Loading PDF sets:") xgrid = XGrid().build_xgrid() + # Load Prior Sets prior = PdfSet(pdf, xgrid, Q0, NF).build_pdf() + # Load Enhanced Sets + try: + postgan = pdf + "_enhanced" + enhanced = PdfSet(postgan, xgrid, Q0, NF).build_pdf() + except RuntimeError as excp: + log.warning(excp) + enhanced = PdfSet(pdf, xgrid, Q0, NF).build_pdf() # Set seed rndgen = Generator(PCG64(seed=0)) - comp = compress(prior, est_dic, compressed, out_folder, rndgen) + comp = compress(prior, enhanced, est_dic, compressed, out_folder, rndgen) + # Set seed # Start compression depending on the Evolution Strategy erf_list = [] final_result = {"pdfset_name": pdf} From d7f06b8dc01e958caa69fabb71d02faeb9357f16 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 21:32:52 +0100 Subject: [PATCH 15/65] Propagate RDG into the compressor class --- src/pycompressor/compressor.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/src/pycompressor/compressor.py b/src/pycompressor/compressor.py index d403bbd..331056e 100644 --- a/src/pycompressor/compressor.py +++ b/src/pycompressor/compressor.py @@ -30,11 +30,12 @@ class compress: Size of the reduced/compressed replicas """ - def __init__(self, prior, est_dic, nb_reduc, folder, rndgen): + def __init__(self, prior, enhanced, est_dic, nb_reduc, folder, rndgen): self.prior = prior self.rndgen = rndgen self.est_dic = est_dic self.nb_reduc = nb_reduc + self.enhanced = enhanced # Init. index for ERF computation self.index = rndgen.integers(1, prior.shape[0], self.nb_reduc + 1) # Init. ErfComputation class. This also computes the one-time computation @@ -55,7 +56,7 @@ def error_function(self, index): float Value of the ERF """ - reduc_rep = self.prior[index] + reduc_rep = self.enhanced[index] # Compute Normalized Error function erf_res = self.err_func.compute_tot_erf(reduc_rep) return erf_res @@ -75,12 +76,13 @@ def final_erfs(self, index): Dictionary containing the list of estimators and their respective values """ - selected_replicas = self.prior[index] + selected_replicas = self.enhanced[index] erfs = self.err_func.compute_all_erf(selected_replicas) return erfs def genetic_algorithm(self, nb_mut=5): - """Look for the combination of replicas that gives the best ERF value. + """Look for the combination of replicas that gives the best ERF + value. Parameters ---------- @@ -96,12 +98,11 @@ def genetic_algorithm(self, nb_mut=5): nmut = nb_mut # Compute ERF berf = self.error_function(self.index) - # Construc mutation matrix + # Construct mutation matrix mut = np.full((nmut, self.index.shape[0]), self.index) # Perform mutation for i in range(nmut): # Define mutation rate - # r = np.random.uniform(0, 1) r = self.rndgen.uniform(0, 1) if r <= 0.3: _nmut = 1 From c08bd9ba15c9fd7dcaa3008ffbc1fd15c56f29ca Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 16 Nov 2020 21:35:49 +0100 Subject: [PATCH 16/65] Fixed test accordingly --- tests/test_erf_compressor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_erf_compressor.py b/tests/test_erf_compressor.py index c428344..b873eef 100644 --- a/tests/test_erf_compressor.py +++ b/tests/test_erf_compressor.py @@ -36,7 +36,7 @@ # Compressor class -COMP = compressor.compress(PRIOR, ESTIMATORS, NB_REDUCED, "TEST") +COMP = compressor.compress(PRIOR, PRIOR, ESTIMATORS, NB_REDUCED, "TEST") def get_subset(n): From 7931ded6ef342bdc319e28a2fb99ad1b325ced36 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 22:57:29 +0100 Subject: [PATCH 17/65] Fix random sampling to take into account all the members from the enhanced set --- src/pycompressor/compressor.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/pycompressor/compressor.py b/src/pycompressor/compressor.py index 331056e..6f5b112 100644 --- a/src/pycompressor/compressor.py +++ b/src/pycompressor/compressor.py @@ -37,7 +37,7 @@ def __init__(self, prior, enhanced, est_dic, nb_reduc, folder, rndgen): self.nb_reduc = nb_reduc self.enhanced = enhanced # Init. index for ERF computation - self.index = rndgen.integers(1, prior.shape[0], self.nb_reduc + 1) + self.index = rndgen.integers(1, enhanced.shape[0], self.nb_reduc + 1) # Init. ErfComputation class. This also computes the one-time computation # of the estimators for the prior. self.err_func = ErfComputation(prior, est_dic, nb_reduc, folder, rndgen) @@ -113,7 +113,7 @@ def genetic_algorithm(self, nb_mut=5): else: _nmut = 4 for _ in range(_nmut): - p = self.rndgen.integers(1, self.prior.shape[0]) + p = self.rndgen.integers(1, self.enhanced.shape[0]) k = self.rndgen.integers(self.nb_reduc) mut[i][k] = p # Compute ERF for the new sample From 9ef2cab2184348c517e8dc0d138bbe6dba5caac7 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Tue, 17 Nov 2020 22:57:42 +0100 Subject: [PATCH 18/65] Fix version --- src/pycompressor/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pycompressor/__init__.py b/src/pycompressor/__init__.py index d3ec452..5becc17 100644 --- a/src/pycompressor/__init__.py +++ b/src/pycompressor/__init__.py @@ -1 +1 @@ -__version__ = "0.2.0" +__version__ = "1.0.0" From 415217844dfd33083de8d850603103d6c3af12b7 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Wed, 18 Nov 2020 16:06:02 +0100 Subject: [PATCH 19/65] Add some study plots for wiki --- plots/ERF_per_iteration.png | Bin 0 -> 87976 bytes plots/ToT_ERFs.png | Bin 0 -> 98143 bytes plots/correlation.png | Bin 0 -> 122756 bytes plots/percentage.png | Bin 0 -> 88120 bytes plots/pycompressor_validation.png | Bin 0 -> 630364 bytes 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 plots/ERF_per_iteration.png create mode 100644 plots/ToT_ERFs.png create mode 100644 plots/correlation.png create mode 100644 plots/percentage.png create mode 100644 plots/pycompressor_validation.png diff --git a/plots/ERF_per_iteration.png b/plots/ERF_per_iteration.png new file mode 100644 index 0000000000000000000000000000000000000000..b89f2a8abd61e8a317887502d4c54ee7db8cc124 GIT binary patch literal 87976 zcmeFaby$__wmyuylx2aah_oV#ihzi8DkTP>fJjaSDJkg=mkU8sk&rGCl@gFH1DJ%A zbSsliCk>PM#)C|BueJC7opZk5`L6GeJ+I59Gv4=oVmu@6agVVc%gajd-9@vDgoI?T z%q58%BqTdaNJzGK{=Ne~*>RJx82Tm2@IZwpt4?cIcr*rZdxV<++=V@b4-J_4MQ#>enWZ%K31fAz? 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