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authorJohn Langford <jl@hunch.net>2011-08-16 06:48:13 +0400
committerJohn Langford <jl@hunch.net>2011-08-16 06:48:13 +0400
commita29e25d6a9c65ea1f9863d6121b0b9573d670b20 (patch)
tree90a8dbafe9b0f63716f4493212d4a1cd95ab8868
parentb0f8f3f5d2776af173b4c6513be494df57de3e88 (diff)
various cleanup and organization6.0
Diffstat
-rw-r--r--Makefile15
-rw-r--r--cluster/Makefile51
-rw-r--r--cluster/README_cluster (renamed from README_cluster)37
-rw-r--r--cluster/allreduce_master.cc (renamed from allreduce_master.cc)0
-rwxr-xr-xcluster/mapscript.sh (renamed from mapscript.sh)2
-rwxr-xr-xcluster/runvw.sh (renamed from runvw.sh)0
-rw-r--r--lda.cc80
-rw-r--r--lda.h13
-rw-r--r--lda_core.cc2
-rw-r--r--lda_core.h4
-rw-r--r--main.cc2
-rwxr-xr-xonline_cluster/cluster_command (renamed from cluster_command)0
-rwxr-xr-xtest/RunTests2
-rw-r--r--test/pred-sets/ref/0002c.predict146828
-rw-r--r--test/test-sets/ref/0002c.stderr30
-rw-r--r--test/train-sets/ref/0002a.stderr30
-rw-r--r--test/train-sets/ref/0002c.stderr24
-rw-r--r--vw.cc10
18 files changed, 73543 insertions, 73587 deletions
diff --git a/Makefile b/Makefile
index 3b175fdf..a03d0b76 100644
--- a/Makefile
+++ b/Makefile
@@ -22,7 +22,7 @@ FLAGS = $(ARCH) $(WARN_FLAGS) $(OPTIM_FLAGS) -D_FILE_OFFSET_BITS=64 -I $(BOOST_I
# for valgrind
#FLAGS = -Wall $(ARCH) -ffast-math -D_FILE_OFFSET_BITS=64 -I $(BOOST_INCLUDE) -g -O0
-BINARIES = vw allreduce_master active_interactor lda
+BINARIES = vw allreduce_master active_interactor
MANPAGES = vw.1
#all: $(BINARIES) $(MANPAGES)
@@ -55,13 +55,10 @@ gd_mf.o: gd.h
%.o: %.cc
$(COMPILER) $(FLAGS) -c $< -o $@
-allreduce_master: allreduce_master.o
- $(COMPILER) $(FLAGS) -o $@ $+
+allreduce_master:
+ cd cluster; make; cd ..
-vw: hash.o global_data.o delay_ring.o message_relay.o io.o parse_regressor.o parse_primitives.o unique_sort.o cache.o simple_label.o parse_example.o multisource.o sparse_dense.o network.o parse_args.o allreduce.o accumulate.o gd.o gd_mf.o cg.o bfgs.o noop.o parser.o vw.o loss_functions.o sender.o main.o
- $(COMPILER) $(FLAGS) -L$(BOOST_LIBRARY) -o $@ $+ $(LIBS)
-
-lda: hash.o global_data.o delay_ring.o message_relay.o io.o parse_regressor.o parse_primitives.o unique_sort.o cache.o simple_label.o parse_example.o multisource.o sparse_dense.o network.o parse_args.o allreduce.o accumulate.o gd.o lda_core.o noop.o parser.o loss_functions.o sender.o lda.o
+vw: hash.o global_data.o delay_ring.o message_relay.o io.o parse_regressor.o parse_primitives.o unique_sort.o cache.o simple_label.o parse_example.o multisource.o sparse_dense.o network.o parse_args.o allreduce.o accumulate.o gd.o lda_core.o gd_mf.o cg.o bfgs.o noop.o parser.o vw.o loss_functions.o sender.o main.o
$(COMPILER) $(FLAGS) -L$(BOOST_LIBRARY) -o $@ $+ $(LIBS)
active_interactor: active_interactor.cc
@@ -74,10 +71,10 @@ offset_tree: hash.o io.o parse_regressor.o parse_primitives.o cache.o sparse_de
test: .FORCE
@echo "vw running test-suite..."
- @(cd test && ./RunTests -f -E 0.001 ../vw ../lda)
+ @(cd test && ./RunTests -f -E 0.001 ../vw ../vw)
install: vw
cp $(BINARIES) /usr/local/bin
clean:
- rm -f *.o $(BINARIES) *~ $(MANPAGES)
+ rm -f *.o $(BINARIES) *~ $(MANPAGES); cd cluster; make clean; cd ..
diff --git a/cluster/Makefile b/cluster/Makefile
new file mode 100644
index 00000000..27a9a7a1
--- /dev/null
+++ b/cluster/Makefile
@@ -0,0 +1,51 @@
+COMPILER = g++
+LIBS = -l boost_program_options -l pthread -l z
+
+#LIBS = -l boost_program_options-gcc34 -l pthread -l z
+BOOST_INCLUDE = /usr/include
+#BOOST_INCLUDE = /usr/local/include
+BOOST_LIBRARY = /usr/local/lib
+
+ARCH = -march=nocona
+OPTIM_FLAGS = -O3 -fomit-frame-pointer -ffast-math -fno-strict-aliasing
+WARN_FLAGS = -Wall #-Werror
+
+# for normal fast execution.
+FLAGS = $(ARCH) $(WARN_FLAGS) $(OPTIM_FLAGS) -D_FILE_OFFSET_BITS=64 -I $(BOOST_INCLUDE) #-DVW_LDA_NO_SSE
+
+# for parallelization
+#FLAGS = -Wall $(ARCH) -ffast-math -Wno-strict-aliasing -D_FILE_OFFSET_BITS=64 -I $(BOOST_INCLUDE) -O3 -fopenmp
+
+# for profiling
+#FLAGS = -Wall $(ARCH) -ffast-math -D_FILE_OFFSET_BITS=64 -I $(BOOST_INCLUDE) -pg -g
+
+# for valgrind
+#FLAGS = -Wall $(ARCH) -ffast-math -D_FILE_OFFSET_BITS=64 -I $(BOOST_INCLUDE) -g -O0
+
+BINARIES = allreduce_master
+
+all: $(BINARIES)
+
+%.1: %
+ help2man --no-info --name="Vowpal Wabbit -- fast online learning tool" ./$< > $@
+
+%.o: %.cc %.h
+ $(COMPILER) $(FLAGS) -c $< -o $@
+
+%.o: %.cc
+ $(COMPILER) $(FLAGS) -c $< -o $@
+
+allreduce_master: allreduce_master.o
+ $(COMPILER) $(FLAGS) -o $@ $+
+
+.FORCE:
+
+test: .FORCE
+ @echo "vw running test-suite..."
+ @(cd test && ./RunTests -f -E 0.001 ../vw ../lda)
+
+install: allreduce_master
+ cp $(BINARIES) /usr/local/bin
+
+clean:
+ rm -f *.o $(BINARIES) *~ $(MANPAGES)
diff --git a/README_cluster b/cluster/README_cluster
index 0acb9d7b..907ef265 100644
--- a/README_cluster
+++ b/cluster/README_cluster
@@ -1,5 +1,6 @@
-The implementation of Non-linear (Preconditioned) Conjugate Gradient
-works on clusters (both Hadoop and otherwise) now.
+The implementation of Non-linear (Preconditioned) Conjugate Gradient,
+LBFGS, online learning, and adaptive online elarning works on clusters
+(both Hadoop and otherwise) now.
To build the code, run make.
@@ -14,8 +15,9 @@ done using the helper daemon 'allreduce_master'.
To run the code on Hadoop clusters:
Connect to the master node for the Hadoop cluster:
-./allreduce_master <n>
-where <n> is the number of mappers you are going to launch.
+./allreduce_master <n> <m>
+where <n> is the number of mappers you are going to launch and <m> is
+the number of spanning trees it should setup.
Start the map-reduce job using Hadoop streaming:
@@ -32,6 +34,9 @@ allreduc_master runs. The trained model is saved to the file
To modify the arguments to VW, edit the script runvw.sh. Arguments to
hadoop can be directly added in the hadoop streaming command.
+See the 'mapscript.sh' which uses 'runvw.sh' for an advanced example
+of running VW in a Hadoop enviornmnent.
+
***********************************************************************
To run the code on non-Hadoop clusters:
@@ -80,21 +85,13 @@ mappers and then let them communicate amongst themselves.
allreduce.h: This is the header file for the workers. It provides a
struct socks, that contains a socket to the parent and sockets for up
-to two children. Also provides the following functions:
-
-all_reduce_init(string master_location, node_socks* socks): Takes as
-input the hostname of the master as a string, and a pointer to the
-struct socks which will be populated with the parent and children
-sockets at the end. This routine checks in with the master, gets the
-tree structure and sets up communication with the parent and the
-children for the rest of the algorithm.
-
-all_reduce(char* buffer, int n, node_socks socks): Performs AllReduce
-on the entries of buffer that is n bytes, with the parent and children
-specified in socks object. It is implicitly assumed that the buffer
-contains floats so that addition is defined on chunks of 4 bytes.
+to two children. Also provides the following function:
-all_reduce_close(node_socks socks): Closes the sockets at the end.
+void all_reduce(char* buffer, int n, string master_location): Performs
+AllReduce on the entries of buffer that is n bytes, with the parent
+and children specified in socks object. It is implicitly assumed that
+the buffer contains floats so that addition is defined on chunks of 4
+bytes.
The header also defines a constant const int buf_size which is the
buffer size (in bytes) used for communication.
@@ -110,6 +107,6 @@ a call to pass_down.
#########################################################################
-cg.cc: Conjugate gradient code with appropriate calls to all_reduce
-whenever communication is needed. Uses routines accumulate and
+cg.cc, gd.cc, lbfgs.cc: learning algorithms which use all_reduce
+whenever communication is needed. Uses routines accumulate and
accumulate_scalar to reduce vectors and scalars resp.
diff --git a/allreduce_master.cc b/cluster/allreduce_master.cc
index 4af743dd..4af743dd 100644
--- a/allreduce_master.cc
+++ b/cluster/allreduce_master.cc
diff --git a/mapscript.sh b/cluster/mapscript.sh
index 110d8331..f8173a07 100755
--- a/mapscript.sh
+++ b/cluster/mapscript.sh
@@ -15,4 +15,4 @@ killall allreduce_master
master=`hostname`
mapcommand="runvw.sh $out_directory $master"
echo $mapcommand
-hadoop jar $HADOOP_HOME/hadoop-streaming.jar -Dmapred.job.queue.name=search -Dmapred.min.split.size=$mapsize -Dmapred.reduce.tasks=0 -Dmapred.job.map.memory.mb=3000 -Dmapred.child.java.opts="-Xmx100m" -Dmapred.task.timeout=600000000 -input $in_directory -output $out_directory -file vw -file runvw.sh -mapper "$mapcommand" -reducer NONE \ No newline at end of file
+hadoop jar $HADOOP_HOME/hadoop-streaming.jar -Dmapred.job.queue.name=search -Dmapred.min.split.size=$mapsize -Dmapred.reduce.tasks=0 -Dmapred.job.map.memory.mb=3000 -Dmapred.child.java.opts="-Xmx100m" -Dmapred.task.timeout=600000000 -input $in_directory -output $out_directory -file ../vw -file runvw.sh -mapper "$mapcommand" -reducer NONE \ No newline at end of file
diff --git a/runvw.sh b/cluster/runvw.sh
index 21740d13..21740d13 100755
--- a/runvw.sh
+++ b/cluster/runvw.sh
diff --git a/lda.cc b/lda.cc
deleted file mode 100644
index 265855ba..00000000
--- a/lda.cc
+++ /dev/null
@@ -1,80 +0,0 @@
-#include <math.h>
-#include <iostream>
-#include <fstream>
-#include <float.h>
-#include <pthread.h>
-#include <time.h>
-#include <sys/socket.h>
-#include <arpa/inet.h>
-#include "example.h"
-#include "delay_ring.h"
-#include "parse_args.h"
-#include "simple_label.h"
-#include "gd.h"
-#include "lda_core.h"
-
-int main(int argc, char *argv[])
-{
- string final_regressor_name;
-
- parser* p = new_parser(&simple_label);
- regressor regressor1;
-
- gd_vars *vars = (gd_vars*) malloc(sizeof(gd_vars));
-
- po::options_description desc("VW options");
-
- po::variables_map vm = parse_args(argc, argv, desc, *vars,
- regressor1, p,
- final_regressor_name);
-
- if (!global.quiet && !vm.count("conjugate_gradient"))
- {
- const char * header_fmt = "%-10s %-10s %8s %8s %10s %8s %8s\n";
- fprintf(stderr, header_fmt,
- "average", "since", "example", "example",
- "current", "current", "current");
- fprintf(stderr, header_fmt,
- "loss", "last", "counter", "weight", "label", "predict", "features");
- cerr.precision(5);
- }
-
- size_t num_threads = global.num_threads();
- gd_thread_params t = {vars, num_threads, regressor1, &final_regressor_name};
-
- start_parser(num_threads, p);
- initialize_delay_ring();
- start_lda(t);
- end_lda();
-
- destroy_delay_ring();
- end_parser(p);
-
- finalize_regressor(final_regressor_name,regressor1);
- finalize_source(p);
- free(p);
-
- float weighted_labeled_examples = global.weighted_examples - global.weighted_unlabeled_examples;
- float best_constant = (global.weighted_labels - global.initial_t) / weighted_labeled_examples;
- float constant_loss = (best_constant*(1.0 - best_constant)*(1.0 - best_constant)
- + (1.0 - best_constant)*best_constant*best_constant);
-
- if (!global.quiet)
- {
- cerr.precision(4);
- cerr << endl << "finished run";
- cerr << endl << "number of examples = " << global.example_number;
- cerr << endl << "weighted example sum = " << global.weighted_examples;
- cerr << endl << "weighted label sum = " << global.weighted_labels;
- cerr << endl << "average loss = " << global.sum_loss / global.weighted_examples;
- cerr << endl << "best constant = " << best_constant;
- if (global.min_label == 0. && global.max_label == 1. && best_constant < 1. && best_constant > 0.)
- cerr << endl << "best constant's loss = " << constant_loss;
- cerr << endl << "total feature number = " << global.total_features;
- if (global.active_simulation)
- cerr << endl << "total queries = " << global.queries << endl;
- cerr << endl;
- }
-
- return 0;
-}
diff --git a/lda.h b/lda.h
deleted file mode 100644
index 5fa539a4..00000000
--- a/lda.h
+++ /dev/null
@@ -1,13 +0,0 @@
-/*
-Copyright (c) 2009 Yahoo! Inc. All rights reserved. The copyrights
-embodied in the content of this file are licensed under the BSD
-(revised) open source license
- */
-
-#ifndef LDA_H
-#define LDA_H
-
-void start_lda(gd_thread_params t);
-void end_lda();
-
-#endif
diff --git a/lda_core.cc b/lda_core.cc
index 47888ab9..da3daa14 100644
--- a/lda_core.cc
+++ b/lda_core.cc
@@ -13,7 +13,7 @@ embodied in the content of this file are licensed under the BSD
#include "constant.h"
#include "sparse_dense.h"
#include "gd.h"
-#include "lda.h"
+#include "lda_core.h"
#include "cache.h"
#include "multisource.h"
#include "simple_label.h"
diff --git a/lda_core.h b/lda_core.h
index 5fa539a4..851177fb 100644
--- a/lda_core.h
+++ b/lda_core.h
@@ -4,8 +4,8 @@ embodied in the content of this file are licensed under the BSD
(revised) open source license
*/
-#ifndef LDA_H
-#define LDA_H
+#ifndef LDA_CORE_H
+#define LDA_CORE_H
void start_lda(gd_thread_params t);
void end_lda();
diff --git a/main.cc b/main.cc
index df04dea8..4363809a 100644
--- a/main.cc
+++ b/main.cc
@@ -9,8 +9,6 @@ embodied in the content of this file are licensed under the BSD
#include <stdlib.h>
int main(int argc, char *argv[]) {
- srand48(100001);
- drand48();
gd_vars *vars = vw(argc, argv);
float weighted_labeled_examples = global.weighted_examples - global.weighted_unlabeled_examples;
diff --git a/cluster_command b/online_cluster/cluster_command
index 75105b31..75105b31 100755
--- a/cluster_command
+++ b/online_cluster/cluster_command
diff --git a/test/RunTests b/test/RunTests
index 0956777b..67c6dd02 100755
--- a/test/RunTests
+++ b/test/RunTests
@@ -70,7 +70,7 @@ sub which_lda() {
}
} elsif (@ARGV == 0 || @ARGV == 1) {
foreach my $dir ('.', '..', split(':', $ENV{PATH})) {
- my $exe = "$dir/lda";
+ my $exe = "$dir/vw";
if (-x $exe) {
printf STDERR "Testing lda: %s\n", $exe;
return $exe;
diff --git a/test/pred-sets/ref/0002c.predict b/test/pred-sets/ref/0002c.predict
index e162f186..10aa94b1 100644
--- a/test/pred-sets/ref/0002c.predict
+++ b/test/pred-sets/ref/0002c.predict
@@ -1,74746 +1,74746 @@
-0.581965 PFF/20091028
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-0.133707 ERY/20091028
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-0.473777 OEF/20091028
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-0.499683 IJJ/20091028
-0.448974 PIN/20091028
-0.586620 XLB/20091028
-0.697324 ECH/20091028
-0.513191 TYH/20091028
-0.570974 VAW/20091028
-0.509297 DBP/20091028
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-0.528804 PRF/20101124
-0.513627 TLH/20101124
-0.481255 EPP/20101124
-0.567653 XLE/20101124
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-0.336315 VXZ/20101124
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-0.438612 DGP/20101124
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0.496305 DBC/20101124
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-0.524395 VBR/20101124
-0.538968 MZZ/20101124
-0.512498 IWD/20101124
-0.627178 PCY/20101124
-0.493294 EWI/20101124
-0.507203 IJH/20101124
-0.490940 EEM/20101124
-0.514724 EWM/20101124
-0.505348 SDY/20101124
-0.512084 ILF/20101124
-0.593181 JJG/20101124
-0.463510 TBT/20101124
-0.485314 XLF/20101124
-0.619714 ERX/20101124
-0.473451 SHV/20101124
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0.492677 EWX/20101124
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-0.592260 FXB/20101124
-0.532527 PHO/20101124
-0.546248 IGE/20101124
-0.503737 BGZ/20101124
-0.493703 UDN/20101124
-0.560182 CSJ/20101124
-0.524637 GXG/20101124
-0.473401 USD/20101124
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-0.457023 EWJ/20101124
-0.521113 BRF/20101124
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0.501893 VEU/20101124
-0.528300 XLU/20101124
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-0.505473 FGD/20101124
-0.487755 FXF/20101124
-0.539965 LQD/20101124
-0.499854 SCZ/20101124
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-0.482868 VPL/20101124
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-0.526549 ICF/20101124
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-0.489049 VOT/20101124
-0.552885 CIU/20101124
-0.532281 EWG/20101124
-0.547081 EWT/20101124
-0.514329 GSG/20101124
-0.442930 KRE/20101124
-0.479263 LVL/20101124
-0.633765 UNG/20101124
-0.510481 MUB/20101124
-0.508639 VT/20101124
-0.555195 DAG/20101124
-0.447014 PPH/20101124
-0.497082 VSS/20101124
-0.511060 DBB/20101124
-0.520851 XLP/20101124
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0.572668 NLR/20101124
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diff --git a/test/test-sets/ref/0002c.stderr b/test/test-sets/ref/0002c.stderr
index ea5acd10..45fe8f7b 100644
--- a/test/test-sets/ref/0002c.stderr
+++ b/test/test-sets/ref/0002c.stderr
@@ -9,21 +9,21 @@ predictions = 0002c.predict
only testing
average since example example current current current
loss last counter weight label predict features
-0.002275 0.002275 3 3.0 0.5498 0.5361 184
-0.031363 0.060452 6 6.0 0.2681 0.6669 184
-0.027944 0.023842 11 11.0 0.4315 0.6007 184
-0.042074 0.056203 22 22.0 0.5519 0.4997 184
-0.025586 0.009098 44 44.0 0.5514 0.5331 184
-0.024017 0.022411 87 87.0 0.5140 0.5308 184
-0.018522 0.013026 174 174.0 0.5596 0.4973 184
-0.016111 0.013700 348 348.0 0.5475 0.4388 184
-0.015104 0.014098 696 696.0 0.3421 0.7898 184
-0.014822 0.014540 1392 1392.0 0.4996 0.5059 184
-0.013015 0.011209 2784 2784.0 0.5090 0.3870 184
-0.012227 0.011438 5568 5568.0 0.6413 0.7549 184
-0.011122 0.010017 11135 11135.0 0.3869 0.4848 184
-0.011120 0.011118 22269 22269.0 0.5063 0.4510 184
-0.015804 0.020488 44537 44537.0 0.4905 0.5219 184
+0.002276 0.002276 3 3.0 0.5498 0.5361 184
+0.031357 0.060437 6 6.0 0.2681 0.6668 184
+0.027939 0.023839 11 11.0 0.4315 0.6007 184
+0.042069 0.056199 22 22.0 0.5519 0.4997 184
+0.025585 0.009101 44 44.0 0.5514 0.5331 184
+0.024013 0.022405 87 87.0 0.5140 0.5308 184
+0.018521 0.013029 174 174.0 0.5596 0.4972 184
+0.016111 0.013701 348 348.0 0.5475 0.4388 184
+0.015105 0.014098 696 696.0 0.3421 0.7898 184
+0.014822 0.014539 1392 1392.0 0.4996 0.5059 184
+0.013016 0.011211 2784 2784.0 0.5090 0.3869 184
+0.012228 0.011440 5568 5568.0 0.6413 0.7550 184
+0.011123 0.010018 11135 11135.0 0.3869 0.4848 184
+0.011121 0.011119 22269 22269.0 0.5063 0.4510 184
+0.015806 0.020491 44537 44537.0 0.4905 0.5220 184
finished run
number of examples = 74746
diff --git a/test/train-sets/ref/0002a.stderr b/test/train-sets/ref/0002a.stderr
index 2fc2b9a2..8f3de1e9 100644
--- a/test/train-sets/ref/0002a.stderr
+++ b/test/train-sets/ref/0002a.stderr
@@ -10,27 +10,27 @@ power_t = 0
learning_rate set to 10
average since example example current current current
loss last counter weight label predict features
-0.146972 0.146972 3 3.0 0.5498 0.2139 197
-0.088641 0.030310 6 6.0 0.2681 0.3526 197
-0.054448 0.013417 11 11.0 0.4315 0.3625 197
-0.053599 0.052749 22 22.0 0.5519 0.5999 197
-0.029409 0.005219 44 44.0 0.5514 0.6246 197
-0.021991 0.014401 87 87.0 0.5140 0.4801 197
-0.015192 0.008392 174 174.0 0.5596 0.5443 197
-0.010529 0.005867 348 348.0 0.5475 0.5316 197
-0.006646 0.002762 696 696.0 0.3421 0.3795 197
-0.004007 0.001367 1392 1392.0 0.4996 0.5423 197
-0.002428 0.000850 2784 2784.0 0.5090 0.5234 197
-0.001479 0.000529 5568 5568.0 0.6413 0.6282 197
-0.001100 0.000722 11135 11135.0 0.3869 0.4154 197
+0.146961 0.146961 3 3.0 0.5498 0.2139 197
+0.088648 0.030335 6 6.0 0.2681 0.3526 197
+0.054454 0.013420 11 11.0 0.4315 0.3625 197
+0.053602 0.052750 22 22.0 0.5519 0.5997 197
+0.029411 0.005220 44 44.0 0.5514 0.6246 197
+0.021991 0.014399 87 87.0 0.5140 0.4802 197
+0.015191 0.008391 174 174.0 0.5596 0.5442 197
+0.010529 0.005866 348 348.0 0.5475 0.5316 197
+0.006645 0.002762 696 696.0 0.3421 0.3795 197
+0.004006 0.001366 1392 1392.0 0.4996 0.5423 197
+0.002427 0.000849 2784 2784.0 0.5090 0.5234 197
+0.001478 0.000529 5568 5568.0 0.6413 0.6282 197
+0.001100 0.000721 11135 11135.0 0.3869 0.4154 197
0.000929 0.000758 22269 22269.0 0.5063 0.5059 197
-0.000975 0.001022 44537 44537.0 0.4905 0.4694 197
+0.000975 0.001021 44537 44537.0 0.4905 0.4694 197
finished run
number of examples = 74746
weighted example sum = 6.952e+04
weighted label sum = 3.511e+04
-average loss = 0.00102
+average loss = 0.001019
best constant = 0.5051
best constant's loss = 0.25
total feature number = 14724962
diff --git a/test/train-sets/ref/0002c.stderr b/test/train-sets/ref/0002c.stderr
index ec6a9013..a0248823 100644
--- a/test/train-sets/ref/0002c.stderr
+++ b/test/train-sets/ref/0002c.stderr
@@ -10,18 +10,18 @@ power_t = 0
learning_rate set to 10
average since example example current current current
loss last counter weight label predict features
-0.134688 0.134688 3 3.0 0.5498 0.2361 184
-0.092259 0.049829 6 6.0 0.2681 0.3301 184
-0.056900 0.014471 11 11.0 0.4315 0.3670 184
-0.055001 0.053101 22 22.0 0.5519 0.5812 184
-0.030241 0.005482 44 44.0 0.5514 0.6247 184
-0.022347 0.014269 87 87.0 0.5140 0.4977 184
-0.015489 0.008632 174 174.0 0.5596 0.5369 184
-0.010741 0.005992 348 348.0 0.5475 0.5198 184
-0.006942 0.003144 696 696.0 0.3421 0.4123 184
-0.004398 0.001854 1392 1392.0 0.4996 0.5300 184
+0.134680 0.134680 3 3.0 0.5498 0.2361 184
+0.092270 0.049860 6 6.0 0.2681 0.3301 184
+0.056909 0.014476 11 11.0 0.4315 0.3670 184
+0.055007 0.053106 22 22.0 0.5519 0.5810 184
+0.030246 0.005484 44 44.0 0.5514 0.6247 184
+0.022351 0.014273 87 87.0 0.5140 0.4978 184
+0.015492 0.008632 174 174.0 0.5596 0.5369 184
+0.010742 0.005992 348 348.0 0.5475 0.5198 184
+0.006943 0.003144 696 696.0 0.3421 0.4124 184
+0.004398 0.001853 1392 1392.0 0.4996 0.5300 184
0.002638 0.000877 2784 2784.0 0.5090 0.5345 184
-0.001586 0.000535 5568 5568.0 0.6413 0.6246 184
+0.001586 0.000535 5568 5568.0 0.6413 0.6245 184
0.001166 0.000745 11135 11135.0 0.3869 0.4439 184
0.000921 0.000677 22269 22269.0 0.5063 0.5029 184
0.000937 0.000953 44537 44537.0 0.4905 0.4607 184
@@ -30,7 +30,7 @@ finished run
number of examples = 74746
weighted example sum = 6.952e+04
weighted label sum = 3.511e+04
-average loss = 0.0009583
+average loss = 0.0009579
best constant = 0.5051
best constant's loss = 0.25
total feature number = 13753264
diff --git a/vw.cc b/vw.cc
index c172fd70..ddf19f6d 100644
--- a/vw.cc
+++ b/vw.cc
@@ -12,14 +12,16 @@ embodied in the content of this file are licensed under the BSD
#include <time.h>
#include <sys/socket.h>
#include <arpa/inet.h>
+#include <sys/timeb.h>
#include "parse_regressor.h"
#include "parse_example.h"
#include "parse_args.h"
#include "gd.h"
#include "gd_mf.h"
+#include "lda_core.h"
#include "cg.h"
#include "bfgs.h"
-#include "lda.h"
+#include "lda_core.h"
#include "noop.h"
#include "vw.h"
#include "simple_label.h"
@@ -28,7 +30,6 @@ embodied in the content of this file are licensed under the BSD
#include "message_relay.h"
#include "multisource.h"
#include "allreduce.h"
-#include <sys/timeb.h>
gd_vars* vw(int argc, char *argv[])
{
@@ -90,6 +91,11 @@ gd_vars* vw(int argc, char *argv[])
{
setup_gd_mf(t);
destroy_gd_mf();
+ }
+ else if (global.lda > 0)
+ {
+ start_lda(t);
+ end_lda();
}
else
{
generated by cgit v1.2.3 (git 2.25.1) at 2024-07-01 10:00:20 +0300