tag:blogger.com,1999:blog-90229123847261134632024-02-07T12:33:45.989-08:00Linux InternalsKrishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.comBlogger19125tag:blogger.com,1999:blog-9022912384726113463.post-78095734367630000332015-06-18T11:45:00.001-07:002015-06-18T11:45:51.597-07:00Intro to Go Programming Package Creation<div dir="ltr" style="text-align: left;" trbidi="on">
Go tools requires code organization in specific way for easy build, deploy your go code. The following section describes the process.<br />
<br />
1) Create a specific directory $HOME/mygo<br />
2) Set the environment variable GOPATH=$HOME/mygo<br />
3) Create a unique namespace mkdir $GOPATH/src/github.com/nf<br />
<br />
Develop your code inside the namespace<br />
<br />
mkdir $GOPATH/src/github.com/nf/hello<br />
cd $GOPATH/src/github.com/nf/hello<br />
>> write your hello.go<br />
<br />
build and install your hello.go with go install command in the current directory the binary will be installed in $GOPATH/bin directory<br />
<br />
Lets create our own package to by used by other go program such as hello.go<br />
<br />
mkdir $GOPATH/src/github.com/nf/string<br />
cd $GOPATH/src/github.com/nf/string/string.go<br />
>> write your string.go<br />
<br />
================<br />
<div class="p1">
<span class="s1">package string</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
<span class="s1">func Reverse(s string) string {</span></div>
<div class="p1">
<span class="s1"> b := []byte(s)</span></div>
<div class="p1">
<span class="s1"> for i:=0; i < len(s)/2; i++ {</span></div>
<div class="p1">
<span class="s1"> j := len(s)-i-1</span></div>
<div class="p1">
<span class="s1"> ch := b[i]</span></div>
<div class="p1">
<span class="s1"> b[i] = b[j]</span></div>
<div class="p1">
<span class="s1"> b[j] = ch</span></div>
<div class="p1">
<span class="s1"> }</span></div>
<div class="p1">
<span class="s1"> return (string(b))</span></div>
<br />
<div class="p1">
<span class="s1">}</span></div>
<div class="p1">
<span class="s1">===============</span></div>
<div class="p1">
run go install in the string directory to create package string the output string.a will appear in </div>
<div class="p1">
$GOPATH/pkg/linux_amd64/github.com/nf/string.a </div>
<div class="p1">
<br /></div>
<div class="p1">
Now lets use our string package in our hello.go</div>
<div class="p1">
<br /></div>
<div class="p1">
cd $GOPATH/src/github.com/nf/hello.go</div>
<div class="p1">
<br /></div>
<div class="p1">
===============</div>
<div class="p1">
<span class="s1">package main</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
<span class="s1">import (</span></div>
<div class="p1">
<span class="s1"> "fmt"</span></div>
<div class="p1">
<span class="s1"> "github.com/nf/string"</span></div>
<div class="p1">
<span class="s1">)</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
<span class="s1">func main() {</span></div>
<div class="p1">
<span class="s1"> fmt.Println(string.Reverse("Hello World!!"))</span></div>
<div class="p1">
</div>
<div class="p1">
<span class="s1">}</span></div>
<div class="p1">
<span class="s1">================</span></div>
<div class="p1">
<span class="s1"><br /></span></div>
<div class="p1">
<span class="s1">build the hello.go with go install</span></div>
<div class="p1">
<span class="s1"><br /></span></div>
<div class="p1">
<span class="s1">Cool!!</span></div>
<div class="p1">
<span class="s1"><br /></span></div>
<div class="p1">
<span class="s1">Let's write test program to test the package</span></div>
<div class="p1">
<span class="s1">cd $GOPATH/src/github.com/nf/string/</span></div>
<div class="p1">
vi string_test.go</div>
<div class="p1">
<br /></div>
<div class="p1">
<br /></div>
<div class="p1">
======================</div>
<div class="p1">
<span class="s1">package string</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
<span class="s1">import "testing"</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
<span class="s1">func Test(t *testing.T) {</span></div>
<div class="p1">
<span class="s1"> var tests = []struct {</span></div>
<div class="p1">
<span class="s1"> s, want string</span></div>
<div class="p1">
<span class="s1"> } {</span></div>
<div class="p1">
<span class="s1"> {"Backward", "drawkcaB"},</span></div>
<div class="p1">
<span class="s1"> {"Hello, # %", "% # ,olleH"},</span></div>
<div class="p1">
<span class="s1"> {"", ""},</span></div>
<div class="p1">
<span class="s1"> }</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
<span class="s1"> for _, c:= range tests {</span></div>
<div class="p1">
<span class="s1"> got := Reverse(c.s)</span></div>
<div class="p1">
<span class="s1"> if got != c.want {</span></div>
<div class="p1">
<span class="s1"> t.Errorf("Reverse(%q) == %q, want %q", c.s, got, c.want)</span></div>
<div class="p1">
<span class="s1"> }</span></div>
<div class="p1">
<span class="s1"> }</span></div>
<div class="p2">
<span class="s1"></span><br /></div>
<div class="p1">
</div>
<div class="p1">
<span class="s1">}</span></div>
<div class="p1">
<span class="s1"><br /></span></div>
<div class="p1">
<span class="s1">===============</span></div>
<div class="p1">
<br /></div>
run go test (If no error great, else fix the issue)<br />
<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-42489341862507887922015-05-31T21:17:00.002-07:002015-05-31T21:17:55.588-07:00Visualize CPU on your System<div dir="ltr" style="text-align: left;" trbidi="on">
Visual Representation of CPU on your system<br />
=============================<br />
$ lstopo<br />
<br />
<br />
<img alt="" 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" /><br />
<br />
<br />
Learn about your CPU (Via lscpu)<br />
=====================<br />
$ lscpu<br />
<br />Architecture: x86_64<br />CPU op-mode(s): 32-bit, 64-bit<br />Byte Order: Little Endian<br />CPU(s): 8<br />On-line CPU(s) list: 0-7<br />Thread(s) per core: 2<br />Core(s) per socket: 4<br />Socket(s): 1<br />NUMA node(s): 1<br />Vendor ID: GenuineIntel<br />CPU family: 6<br />Model: 60<br />Stepping: 3<br />CPU MHz: 3201.250<br />BogoMIPS: 6385.14<br />Virtualization: VT-x<br />L1d cache: 32K<br />L1i cache: 32K<br />L2 cache: 256K<br />L3 cache: 8192K<br />NUMA node0 CPU(s): 0-7<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-58094196334837707042015-02-02T14:18:00.000-08:002015-02-02T14:18:10.278-08:00get_user_pages example<div dir="ltr" style="text-align: left;" trbidi="on">
#include <linux/module.h><br />#include <linux/init.h><br />#include <linux/fs.h><br />#include <linux/device.h><br />#include <asm/uaccess.h><br />#include <linux/pagemap.h><br />#include <linux/slab.h><br />#include <linux/sched.h><br />#include <linux/mm.h><br /><br />static struct class *sample_class;<br /><br />static int sample_open(struct inode *inode, struct file *file)<br />{<br /> printk(KERN_INFO "%s\n", __FUNCTION__);<br /> return (0);<br />}<br /><br />static int sample_release(struct inode *inode, struct file *file)<br />{<br /> printk(KERN_INFO "%s\n", __FUNCTION__);<br /> return (0);<br /><br />}<br /><br />static ssize_t sample_write(struct file *file, const char __user *buf, size_t count, loff_t *off)<br />{<br /> int res;<br /> struct page *page;<br /> char *myaddr;<br /> printk(KERN_INFO "%s\n", __FUNCTION__);<br /> down_read(&current->mm->mmap_sem);<br /> res = get_user_pages(current, current->mm,<br /> (unsigned long)buf,<br /> 1,<br /> 1, <br />
1,<br /> &page,<br /> NULL);<br /> if (res) {<br /> printk(KERN_INFO "Got mmaped.\n");<br /> myaddr = kmap(page);<br /> printk(KERN_INFO "%s\n", myaddr);<br /> strcpy(myaddr, "Mohan");<br /> page_cache_release(page);<br /> }<br /> up_read(&current->mm->mmap_sem);<br /> return (0);<br />}<br /><br />static struct file_operations sample_ops = {<br /> .owner = THIS_MODULE,<br /> .open = sample_open,<br /> .release = sample_release,<br /> .write = sample_write<br />};<br /><br />static int __init sample_init(void)<br />{<br /> int ret;<br /> ret = register_chrdev(42, "Sample", &sample_ops);<br /> sample_class = class_create(THIS_MODULE, "Sample");<br /> device_create(sample_class, NULL, MKDEV(42, 0), NULL, "Sample");<br /> return (ret);<br />}<br />
<br />static void __exit sample_exit(void)<br />{<br /> device_destroy(sample_class, MKDEV(42, 0));<br /> class_destroy(sample_class);<br /> unregister_chrdev(42, "Sample");<br />}<br /><br />module_init(sample_init);<br />module_exit(sample_exit);<br /><br />MODULE_LICENSE("GPL");<br />
<br />
<br />
<br />
<br />
<br />
======<br />
<br />
obj-m += sample.o<br />KDIR := /lib/modules/$(shell uname -r)/build<br />PWD := $(shell pwd)<br /><br />all:<br /> $(MAKE) -C $(KDIR) M=$(PWD) modules<br /><br />clean:<br /> $(MAKE) -C $(KDIR) M=$(PWD) clean<br />
<br />
<br />
========<br />
<br /><br />#include <stdio.h><br />#include <fcntl.h><br />#include <stdlib.h><br />#include <string.h><br /><br />int<br />main()<br />{<br /> int fd;<br /> char *ptr;<br /> fd = open("/dev/Sample", O_RDWR);<br /> if (fd < 0) {<br /> perror("error");<br /> }<br /> posix_memalign((void **)&ptr, 4096, 4096);<br /> memcpy(ptr, "krishna", strlen("krishna")); //Write String to Driver<br /> write(fd, ptr, 4096);<br /> printf("data is %s\n", ptr); //Read Data from Driver<br /> close(fd);<br />}<br /><br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-8886890239225645032014-10-28T15:38:00.000-07:002014-10-28T15:38:02.462-07:00mongodb storage engine<div dir="ltr" style="text-align: left;" trbidi="on">
<pre><code>Download mongodb and rocksdb</code></pre>
<pre><code> </code></pre>
<pre><code>$ git clone https://github.com/mongodb/mongo.git
$ git clone https://github.com/facebook/rocksdb.git</code></pre>
<pre><code> </code></pre>
<pre><code>Build Rocksdb</code></pre>
<pre><code> </code></pre>
<pre></pre>
<pre></pre>
<pre><code></code><code>$ cd rocksdb
$ make static_lib
$ cp librocksdb.a /usr/local/lib
$ cp -r include/* /usr/local/include</code></pre>
<pre><code> </code></pre>
<pre><code>Build mongodb</code></pre>
<pre><code> </code></pre>
<pre></pre>
<pre><code></code><code>$ cd ..
$ cd mongo</code></pre>
<pre><code> </code></pre>
<pre><code>For MAC </code></pre>
<pre><code>$ scons --rocksdb --rocksdb --libc++ --osx-version-min-10.7 mongo mongod</code></pre>
<pre><code> </code></pre>
<pre><code>For Linux</code></pre>
<pre><code> </code></pre>
<pre><code>$ scons --rocksdb --rocksdb </code><code>mongo mongod</code></pre>
<pre><code> </code></pre>
<pre><code>Kickoff parallel build with -j <n></code></pre>
<pre><code> </code></pre>
<pre><code> </code></pre>
<pre><code>Experiment with mongod/rocksdb in local build directory without installing </code></pre>
<pre><code> </code></pre>
<pre><code></code><code>$ mkdir ./data
$ ./mongod --dbpath ./data --storageEngine=rocksExperiment </code></pre>
<pre><code> </code></pre>
<pre><code> </code></pre>
<pre><code>Ready to interact with mongodb with rocksdb storage engine</code></pre>
<pre><code> </code>
<code>$ ./mongo</code></pre>
<pre><code> </code></pre>
<pre><code> </code></pre>
<pre><code>Sample Program to Interface with RocksDB</code></pre>
<pre><code>========================================</code></pre>
<pre><code> </code></pre>
<pre><code>#include <iostream>
#include "rocksdb/db.h"
using namespace std;
int
main()
{</code></pre>
<pre><code> std::string value;
std::string key1, key2;
rocksdb::DB* db;
rocksdb::Options options;
options.create_if_missing = true;
rocksdb::Status status = rocksdb::DB::Open(options, "/tmp/testdb", &db);
cout << status.ToString() + "\n";
key1 = string("foo");
value = string("data");
rocksdb::Status s = db->Get(rocksdb::ReadOptions(), key1, &value);
if (s.ok()) {
s = db->Put(rocksdb::WriteOptions(), key1, value);
cout << "Key Found " + key1 + " Value " + value + "\n";
} else {
cout << "Key Not Found Insert Key\n";
s = db->Put(rocksdb::WriteOptions(), key1, value);
if (s.ok()) {
s = db->Get(rocksdb::ReadOptions(), key1, &value);
if (s.ok()) {
cout << "Key Found " + key1 + " Value " + value + "\n";
}
}
}
//db->Delete(rocksdb::WriteOptions(), key1);
/* Close DB */
delete db;
}</code></pre>
<pre><code>
</code></pre>
<pre><code>Compile Sample Program</code></pre>
<pre><code>======================</code></pre>
<pre><code>g++ -std=c++0x rocks_db.cpp -lrocksdb -lpthread -lz</code></pre>
<pre><code>
</code></pre>
<pre><code> </code></pre>
</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-32125760154345045452014-09-05T23:31:00.003-07:002014-09-05T23:31:38.141-07:00CPUID Instructions<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "Courier New",Courier,monospace;">CPUID instructions are complex instructions. It can be used to extract processor properties. CPUID instruction is a serializing instruction, i.e when executed, all concurrent, speculative and pipelined executions are stopped.</span><br />
<span style="font-family: "Courier New",Courier,monospace;"><br /></span>
<span style="font-family: "Courier New",Courier,monospace;">Information such as Processor, Cache/TLB, Cache Parameters, Performance Monitoring, L2 Cache information can be retrieved from user-space.</span><br />
<br />
<br />
Refer to Intel Developer Instruction Manual.<br /><br /><span style="font-family: Times,"Times New Roman",serif;">typedef struct cpuid {<br /> uint32_t eax;<br /> uint32_t ebx;<br /> uint32_t ecx;<br /> uint32_t edx;<br />} cpuid_t;<br /><br />static cpuid_t<br />get_cpu_id(uint32_t id)<br />{<br /> cpuid_t cpu;<br /> asm("mov %%ebx, %%esi\n\t"<br /> "cpuid\n\t"<br /> "xchg %%esi, %%ebx"<br /> : "=a" (cpu.eax),<br /> "=S" (cpu.ebx),<br /> "=c" (cpu.ecx),<br /> "=d" (cpu.edx)<br /> : "a" (id)<br /> );<br /> return (cpu);<br />}<br /><br />int<br />main()<br />{<br /> cpuid_t cpu;<br /> char name[100];</span><br />
<span style="font-family: Times,"Times New Roman",serif;"> /* issue CPUID 0 instruction to read CPU information */<br /> cpu = get_cpu_id(0);<br /> printf("cpu.eax is %d\n", cpu.eax);<br /> sprintf(n, "%.4s%.4s%.4s\n", (char *)&cpu.ebx, (char *)&cpu.ecx, (char *)&cpu.edx);</span><br />
<span style="font-family: Times,"Times New Roman",serif;"> printf("processor name is %s\n", name);</span><br />
<span style="font-family: Times,"Times New Roman",serif;"><br /> cpu = get_cpu_id(1);<br /> printf("Processor Type is %x\n", (cpu.eax & 0x00003000));<br /> printf("Family Type is %x\n", (cpu.eax & 0x00000F00) >> 8);</span><br />
<span style="font-family: Times,"Times New Roman",serif;"><br /> cpu = get_cpu_id(0x80000008);<br /> printf("cache info phyMemory size %x\n", 1 << (cpu.eax & 0x0000000F));<br /> printf("cache info virtMemory %x\n", 1 << (cpu.eax >> 8));</span><br />
<span style="font-family: Times,"Times New Roman",serif;">}</span></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-6071681813603268602014-08-25T21:32:00.003-07:002014-12-10T11:47:14.258-08:00DPDK playground<div dir="ltr" style="text-align: left;" trbidi="on">
Compile DPDK library<br />
=============== <br />
make config T=x86_64-native-linuxapp-gcc<br />
or<br />
make config T=i686-native-linuxapp-gcc<br />
<br />
make<br />
<br />
/* With No Huge Page*/<br />
build/app/testpmd -c f -n 1 -w 02:00.0 --no-huge<br />
<br />
or<br />
<br />
/* With Huge Page */ <br />
build/app/testpmd -c f -n 1 -w 02:00.0<br />
<br />
<br />
To view the current setting using the /proc entry for huge page<br />
# cat /proc/sys/vm/nr_hugepages 0 <br />
<br />
<br />
To set the number of huge pages using /proc entry: <br />
# echo 5 > /proc/sys/vm/nr_hugepages<br />
<br />
Mount hugetlbfs<br />
<br />
<br />
#mount -t hugetlbfs nodev /mnt/huge/<br />
<br />
<br />
Build Applications<br />
============<br />
<br />
make install T=x86_64-native-linuxapp-gcc</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-66308894628289729442014-06-29T01:45:00.000-07:002014-08-02T11:02:23.821-07:00LinkedList in Kernel Example<div dir="ltr" style="text-align: left;" trbidi="on">
#include <linux/kernel.h><br />
#include <linux/module.h><br />
#include <linux/list.h><br />
#include <linux/slab.h><br />
<br />
struct object_list {<br />
int id;<br />
struct list_head list;<br />
};<br />
<br />
LIST_HEAD(obj_context);<br />
<br />
static int __init<br />
my_init(void)<br />
{<br />
struct object_list *obj;<br />
obj = kmalloc(sizeof(struct object_list), GFP_KERNEL);<br />
obj->id = 5;<br />
<br />
list_add(&obj->list, &obj_context);<br />
<br />
return (0);<br />
}<br />
<br />
static void __exit<br />
my_fini(void)<br />
{<br />
struct list_head *pos, *q;<br />
<br />
list_for_each_safe(pos, q, &obj_context) {<br />
struct object_list *obj = NULL;<br />
obj = list_entry(pos, struct object_list, list);<br />
list_del(pos);<br />
kfree(obj);<br />
}<br />
return;<br />
}<br />
<br />
module_init(my_init);<br />
module_exit(my_fini);<br />
<br />
MODULE_DESCRIPTION("Sample Code");<br />
MODULE_LICENSE("GPL");<br />
MODULE_AUTHOR("Krishna Mohan");<br />
<br />
<br />
I was an working on porting driver in user space and didn't want to write my own implementation. I copied the code from the kernel and tried in userspace and as expected it worked fine. I'm doing the same for other function which i will keep posting on my blog.<br />
#include <stdio.h><br />#include <stdlib.h><br /><br />#define offsetof(TYPE, MEMBER) ((size_t) &((TYPE *)0)->MEMBER)<br /><br />struct list_head {<br /> struct list_head *next, *prev;<br />};<br /><br />struct nvme_ns {<br /> struct list_head list;<br /> int num;<br />};<br /><br />static inline void INIT_LIST_HEAD(struct list_head *list)<br />{<br /> list->next = list;<br /> list->prev = list;<br />}<br /><br />static inline void __list_add(struct list_head *_new,<br /> struct list_head *prev,<br /> struct list_head *next)<br />{<br /> next->prev = _new;<br /> _new->next = next;<br /> _new->prev = prev;<br /> prev->next = _new;<br />}<br /><br />
<br />
static inline void list_add_tail(struct list_head *_new, struct list_head *head)<br />{<br /> __list_add(_new, head->prev, head);<br />}<br /><br />#define container_of(ptr, type, member) ({ \<br /> const typeof( ((type *)0)->member ) *__mptr = (ptr); \<br /> (type *)( (char *)__mptr - offsetof(type, member) ); })<br /><br />#define list_entry(ptr, type, member) \<br /> container_of(ptr, type, member)<br /><br />#define list_for_each_entry(pos, head, member) \<br /> for (pos = list_entry((head)->next, typeof(*pos), member); \<br /> &pos->member != (head); \<br /> pos = list_entry(pos->member.next, typeof(*pos), member))<br /><br />#define list_for_each_entry_safe(pos, n, head, member) \<br /> for (pos = list_entry((head)->next, typeof(*pos), member), \<br /> n = list_entry(pos->member.next, typeof(*pos), member); \<br /> &pos->member != (head); \<br /> pos = n, n = list_entry(n->member.next, typeof(*n), member))<br /><br /><br />static inline void __list_del(struct list_head *prev, struct list_head *next)<br />{<br /> next->prev = prev;<br /> prev->next = next;<br />}<br /><br />#define LIST_POISON1 ((void *) 0x00100100)<br />#define LIST_POISON2 ((void *) 0x00200200)<br /><br />static inline void list_del(struct list_head *entry)<br />{<br /> __list_del(entry->prev, entry->next);<br /> entry->next = (struct list_head *) LIST_POISON1;<br /> entry->prev = (struct list_head *) LIST_POISON2;<br />}<br />
<br />
<br />
int<br />main()<br />{<br /> struct list_head name;<br /> struct nvme_ns *ns, *next;<br /><br /> INIT_LIST_HEAD(&name);<br /><br /> ns = malloc(sizeof(struct nvme_ns));<br /> printf("alloc %p\n", ns);<br /> ns->num = 1;<br /><br /> list_add_tail(&ns->list, &name);<br /><br /> ns = malloc(sizeof(struct nvme_ns));<br /> printf("alloc %p\n", ns);<br /> ns->num = 2;<br /> list_add_tail(&ns->list, &name);<br /><br /> list_for_each_entry(ns, &name, list)<br /> printf("num is %d\n", ns->num);<br /><br /> list_for_each_entry_safe(ns, next, &name, list) {<br /> list_del(&ns->list);<br /> printf("free %p\n", ns);<br /> free(ns);<br /> }<br /> return (0);<br />}<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-9019388979367270862014-06-19T00:11:00.001-07:002014-06-19T00:11:07.535-07:00Devtools installation on Centos<div dir="ltr" style="text-align: left;" trbidi="on">
Default gcc fails to compile linux 3.x source code. It required me to upgrade<br />
devtools for CentOS.<br />
<br />
<code>cd /etc/yum.repos.d</code><br />
<br />
<code></code><code>wget http://people.centos.org/tru/devtools-2/devtools-2.repo</code><br />
<br />
<code></code><code>yum install devtoolset-2-gcc<br />
yum install devtoolset-2-binutils</code><br />
<br />
<code>export PATH=/opt/rh/.....:$PATH</code><br />
<br />
<code>check gcc -v which should be higher then default gcc version.</code><br />
<code> </code></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-74162369176878810752014-05-12T16:21:00.003-07:002014-06-04T11:24:14.609-07:00All About Ftrace<div dir="ltr" style="text-align: left;" trbidi="on">
Ftrace is a Kernel function tracer. It uses the file system debugfs.<br />
<br />
To use Ftrace, these options needs to be enabled if it's not.<br />
<br />
CONFIG_FTRACE,<br />
CONFIG_HAVE_DYNAMIC_FTRACE,<br />
CONFIG_HAVE_FUNCTION_TRACER,<br />
CONFIG_HAVE_FUNCTION_GRAPH_TRACER,<br />
CONFIG_STACKTRACE<br />
<br />
To mount debugfs<br />
<br />
mount -t debugfs nodev /sys/kernel/debug<br />
<br />
If /sys/kernel/debug is present re-run the above command again. <br />
<br />
ftrace directory will be created under /sys/kernel/debug/tracing<br />
<br />
The directory contains all the control knobs in regard to kernel tracing.<br />
<br />
Some of the important files can be referred when using ftrace<br />
1) available_filter_funtions: All the functions ftrace is able to trace.<br />
2) available_tracer: List all the tracer compiled into the kernel.<br />
3) current_tracer: shows the currently selected tracer.<br />
4) trace : It holds the output of what being traced in readable format.<br />
5) trace_options: To control the level of output in trace output<br />
To enable block tracing echo block > trace_options<br />
To disable block tracing echo noblock > trace_options<br />
<br />
<br />
6) tracing_enabled : To start or stop tracing activity<br />
<br />
<br />
To enable ftrace<br />
<br />
echo function > /sys/kernel/debug/tracing/current_tracer<br />
<br />
To enable/disable tracing<br />
<br />
echo 1 > tracing_on : To enable tracing<br />
echo 0 > tracing_on : To disable tracing<br />
echo > trace : To clear trace log file<br />
<br />
echo nop > current_tracer<br />
<br />
To Trace or Monitor Block IO<br />
echo 1 > events/block/enable (enable block I/O subsystem)<br />
<br />
cat set_event (To display all the subsystem event enabled)<br />
<br />
echo 1 > tracing_on<br />
run your program<br />
echo 0 > tracing_on<br />
<br />
cat trace to output the ftrace output. <br />
<br />
Example of tracing a specific process<br />
<br />
traceme.sh<br />
<br />
#!/bin/sh<br />DEBUGFS=`grep debugfs /proc/mounts | awk '{ print $2; }'`<br />echo nop > $DEBUGFS/tracing/current_tracer<br />echo > $DEBUGFS/tracing/trace<br />echo $1<br />echo $$ > $DEBUGFS/tracing/set_ftrace_pid<br />echo function > $DEBUGFS/tracing/current_tracer<br />#echo function_graph > $DEBUGFS/tracing/current_tracer<br />echo 1 > $DEBUGFS/tracing/tracing_on<br />exec $*<br />#echo nop > $DEBUGFS/tracing/current_tracer<br />echo 0 > $DEBUGFS/tracing/tracing_on<br />
<br />
echo sys_* > set_ftrace_filter<br />
echo vfs_* >> set_ftrace_filter<br />
<br />
traceme.sh ls -al<br />
<br />
<br />
<br />
<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-13982063433158043792014-05-08T17:07:00.001-07:002014-08-01T17:40:35.827-07:00All About NVME<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
NVMe stands for Non-Volatile Memory over PCIe. Designed for SSD and for low latency response.<br />
<br />
Architecture of NVME on linux looks like this<br />
<img alt="" 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" /><br />
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NVMe controller register provides BAR0 and BAR1 for mapping internal control register.<br />
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NVMe HCI model has concept of Completion Queue, Submission Queue and Doorbell register.<br />
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There are 2 type of Queues<br />
1) Admin Queues<br />
2) I/O Queues<br />
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Host Software creates Admin Queue first (Admin Queue Structure Initialization etc..)<br />
<br />
Host uses Admin Commands (Submitted to Admin Queue) to create I/O queue pair (Submission and Completion Queue)<br />
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<br />
Below is the layout of Control Register of NVMe. Host writes to Admin SQ (0x28h) and CQ Base (0x30h) Address in local memory mapped address.<br />
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<img alt="" 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" /><br />
<br />
<br />
Important Registers<br />
Admin Queue Attributes (AQA: 0x24h) ASQ0 Size/ACQ0 Size.<br />
<br />
Assign base address to ASQ and ACQ based on ASQ and ACQ size to submit any admin command.<br />
<br />
<br />
Host create I/O Submission and Completion Queue by putting Admin command in new Admin Queue.<br />
<br />
Some of the Admin Commands are<br />
1) Delete IO SQ<br />
2) Create IO SQ<br />
3) Create IO CQ<br />
4) Delete IO CQ<br />
5) Identify,<br />
6) Firmware Activate/Image Download<br />
<br />
<br />
Multiple I/O Submission Queues are possible<br />
1) Load Distribution across CPU cores<br />
2) One CQ serving multiple SQ.<br />
3) Avoid locking overhead.<br />
4) Queue priority<br />
<br />
Once Submission Queue is created host can submit I/O Commands<br />
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<img alt="" 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a/lXndedX90x9X3NS0T0z4/WgL2hnftkNWskfeDEy9ptNMx7jrOXfbcedV9URiNpH52etu2cbknHzs8Wl7j7rTnvGjHPbctHFeFWtamMaZqux9BL7uv/8mtjdPOnEFon/tYZJzq33LpXXGVt7xv15YMi/qiDAIQqCYBhJ5qzgtWQQACEIAABCAAAQhAoJIE4uVXJngomsc3WS7ad+fhu34f+6F2EnoeX76ilF8SSX7xT9dm1tXYum657K5o77/YPe63TJLAEQoj3kb5EpQWf+YdDd8u/uaVjX2FvJ7GvPIHT8UCzuLP7JU7ZN44ahDa/vaPvKnUnkVqc/E3r2gaT3ni7nOhQtnVSvySn56K5i3XOQogAIHKE2DpVuWnCAMhAAEIQAACEIAABCBQLQKhQNBq+ZZHzkiMKYr8CT2UUJIn8oT1JDRJACmzV5Aia7JEHu9PfSliRpE4WSJPOK5HBWXNiqKdisYJx5OPii5qla48fyKCKl1vR4suCueiFYcwukoCURjBlO6bewhAYHgJENEzvHOH5RCAAAQgAAEIQAACEBgIgdk7WgTNTyeGVoSIlgBlJYlAfjJX2agbtQmFErXTUqm0oCGBxDd5/qWJK5u1EC58uZIiXt6wzw6x6CRxR21dIFF//++MK+J8jfuGd+3YiBbSeNf/9LZGlM8d5nd6CddEZNAa4UZCyhttrLBeOtpHwpA2qM47dl78no1WxqLMOz6yW8Me9SMfxMV5Oe88AcejqzRXRPNkfWLJg0A9CBDRU495xAsIQAACEIAABCAAAQj0jYBECRcmJIrkRfU8fOdjDZvKbsSsqBpPEmW0RCotSuhe+S6gyAZF7LRKWuYlUcoji/SqvFAYkbAikUf9h+KUxnrL+3ZpDCGfNa4nvddSMk/is9//2HuSGCSf9jtq76boptDnPB/2/XSzPb5ES7aHdhZF9bBsK48u+RCoFwGEnnrNJ95AAAIQgAAEIAABCECgLwTiqJ4khYJOOLiLDhJmyizbknjiUToSMPIihXwMCS/ebyhiZAGQGJIWjLxeOl+RM1kpHcHz0qrVjWrhsihl7mMCUp7PEoFC0UhtPfIpa1zZlxelo/qzd3hNYMfEnkjpfli2lSbCPQTqSwChp75zi2cQgAAEIAABCEAAAhDoGYFQXMiKIgkjffKWJaWNCwUjnYLVKklI8WiWosgi9RPam+531qZrTttqtXdNnuDiApX6biXMqI5Eo1AICpdVpe1rxU979XhKC05r8tcIQGlhKz0e9xCAwHATYI+e4Z4/rIcABCAAAQhAAAIQgMBACEhgkVDhAoteQ+EijLAJhYgiY595YmWjWPvOlNnUOOzv8Qefyt3rJk+gSduz7oxp6axS9xrbUythxuuJoYtkoe/pAVvZJO4Sb7wvsU+fvsWyrTRV7iFQXwJE9NR3bvEMAhCAAAQgAAEIQAACPSUQ7ruTXjrl+/ZI9MhbwpQ27tnHn0tntXX/YrCUKt2wrA3pdmXvX3x+zX492ly5TAoFoSLbN3j1+i27C/fpSUcHsWyrJT4qQKBWBBB6ajWdOAMBCEAAAhCAAAQgAIH+EQjFhXBDZkX3hPvz9M+i0R1JopuLWenlW5y2NbqfCzwfTQIs3RrNecdrCEAAAhCAAAQgAAEITJlAcxTJmhO2wv1qwk2b2xnwHR9506QTq9ppP2p1JfJI7NEx8Erh8q1OltGNGj/8hUCdCBDRU6fZxBcIQAACEIAABCAAAQj0kYDvDaMhwyie+3/9UGyFliaV3a9G9cMlSkV71vTRxdJDrTt9nUbdcL+eog7CKKhwQ+iiNkVlWcu3wuge31epqA/KIACB4SdARM/wzyEeQGCkCGz8tf8ZvWqzTUv5/Pwlv4heuv2uaPXtd5eq369Ka28zJx7q5QeWT2nIdd/8xmjtuXOi6Yv2burnhaVXxz6/eMPNU+p/GBqvN/9t0fqHfCg29fG//OthMBkbIQABCNSOgIQcX6Yl4UKbAntET7vRPKHYEZ/A9b7hwSVfXbgJBZwiD8LIp1YbLhf142Vi/8tkg2wXeMJlW0Unj5XpnzoQgMBwECCiZzjmCSshAIEOCEgA2fBv/iqSGFCVNPOD7402+uLfxAJNp0lCkfrY4LBDJ4k86lP+qky+j82Y0ekwtIMABCAAAQiUIhAe1S1xJowgafcY71AYklgSCiF5xvzgxEui7x3+o/gqK7Dk9TWV/DByScLXs4+vOUEsq18tsVIUlKduiTDpo9bDI+vLnn6WZS95EIDA8BAgomd45gpLIQCBgMDKH/3fSBE7eUlih4QeRf8o4mO1Rfb88Q9P5FXvW/46FoUzlTRt59fHAo6S/FH0TshB/rrvcd2/PSxa8aV/mMqQtIUABCAAAQgUEtCx5RI5JLLouuXSO+P6WtbVzrIttVF99eciyZU/uDHa99N7xXlZSceve123I6teP/LC4+Y13mX/dG20+DPvyDxxTJyu/+ltDbPUNs/Hdm2XuHbLpXfFzSSUufjFsq12SVIfAsNLgIie4Z07LIcABAoISAB55h++FY2vWhXXqlJUT4HZhUWKzpllkTpKWpr11DH/a5LYJfFHItjT5ruSon/SS7sKB6EQAhCAAAQg0AGBpqgeExeUOo0eecv7dm1YIBFHETsuXHiBBIyLv3lFU37YrgMXptxEwtYb9tmh0Y8Elov+/heNzZG9QL5cdPIvmqJ53vL+NT5P1RAXy9SPb8ys992KGJqqfbSHAAR6T4CInt4zZgQIQGBABCYiXq6JhQ5Ftwx7mvnB98RLseTXM98+s9AdCUGK9JHvMxbvbZE/1zREr8KGFEIAAhCAAAQ6IBAvufppc8N2o3m8tUSjZ03sUbSOJ70P79Mm7rjntvHeQINOb3jXDpE2kXaBRULVlT+4Kb7ykk4X65RVXp87vW3bSbw6Fd7yxiAfAhCoLgGEnurODZZBAAJdIPDKyomInqK9aiSGKOIn3ORZIsmLv7q5cMNkiUfaEDmMFtIGy2qXXlamMbQ/jyctJ5tYUnZ3I/qmyF3Zv+6fTSz7Ut8eqVTURlFNiujRhtRrzZwe/TGJbgrbtOu7b4b93Nk/jP2UiBRGDIVL6sTT+/cx85bchf1qmd0MYyW2rdoV+a8y+S9uoY2+UbX4pJP2NvJxFTGVXu7n+yOpneZB/pAgAAEIQGBiyZUiWnzPmfA0rk74SDDR5sRFAon3q7qDjuYJfZRwI9vTUUhpDmL0dqvbC4FKfYbCGMu20vS5h0C9CSD01Ht+8Q4CI0/ANz3OEkb00K4H+6xTvCQM6JKgkSUISLQJxQMHrT5dXHj6f3+7lCBTZpLWMVHJxSoJLGWSRApfwpWuPxXf1dfYjOnxhtBpduIi5s9f/It4f6C0wOblz+ZEJHm/We0kqGk5Xlp8Sfvm96rvJ3KFdSTQ+ZW247mzfhg5a3020vsbrf+xiRO+ZMMq85EEAQhAAAJrCChixMWN8JjvThkpSmeeCRZ3XnV/fKpXuNGyL5NSJFG3o2E6tTdsJ+FJUTWy+5bL7kpturx5vIxKAlWvkvb7Cfc6YtlWr0jTLwSqSQChp5rzglUQgEAXCEiE8OiM9BHrEhJc5JEItPJHP2sIOhJBJEhIDJBQMG5RQeFR5S4CyUTlr7KoDhcfVBaLGdZHuBGyoj90hZErWQJSnttrJUfKK2IoS7TKa5eVPxXfvT/56EKSs/VoGDGXWKLylT86s3G8fVj+vPHJOl7eo55Cgc0Fm4mNtT+cK16FvsoGF3k0RxKefDyfI9V5xfwIo3LEVmKPbNUcqq5HZ+m98pSeO/uCKc9D1tyQBwEIQKCKBCRIlBElJG6UiayRCPSJ0z9YytVY0Ck5flaHHzl+UVb2pDyJSrrKpLJ9Smjph+1ZNiuyKjz1i2VbWZTIg0B9CbAZc33nFs8gMNIE9FCuiBMlPbynRZX15u/RiEZR5E1YLkFAkTAuDGgZkSeJJFqupCQBQREhYYSJRAGPEpEo0K1NoD1yZnzl8w1bOn3Tqe/p8RRdEwpoEkjCJK7pchepivZMEr9wPvTemXokTtqW9L3Pmc9RKCppjjzSSZ+TdFSS2vj4mmuVu/incdQ+LRymx+ceAhCAAAQgMEgCioLyJAFLghkJAhAYHQJE9IzOXOMpBGpFQJEfHv1R5JiEBW1cnF7u4/vd6IE+K7JEfSrSQ0eZ+4O+6oVLqBTJk5UkFKxnmyG7KJEWmbLa9DOvU99DG+VjmqlYK0+8XjL/05FHun/FhKpXmViWl3z/nHS5xptu/CW4rLPzDoVCi+q4eJM3RxpHl+ZIR9571I6PqwivaTaO+pFo5P1NRCllz3vaZu4hAAEIQAACgyJwx9X3NYbuxR5Ag/KLcSEAgXIEiOgpx4laEIDAkBGQqCCh5smjvzxJFFBUji/BKYrMCMs8AsX3/JHokxY6QkTaAFlJwlA30viqqUfyyI6p+B768fKy5YVutSrPa+zcssp9PoqigdTOyzU/ZebI5zQcU58fF4m0xMs/L+k9fbLsJA8CEIAABCDQTwK+AbbG1HsdO+/LtrRMrhv7JfXTH8aCAASmToCInqkzpAcIQGAABLJOb/K9V2SOjhNPR2m4mTqBytMr9kBflDxCxetos2ClVkuoXJhJbypcNFZRmZ8e5nv1FNUtKpuK70X9dqusSNAqc4JaaIeicF79f05raVp66ZY3UBTR2rZMS58rJX2e8qK/Wg5CBQhAAAIQgECPCDy+fEUs7mSlN7xrx6xs8iAAgZoTIKKn5hOMexAYJQLh/ji+R0+3hJZBc/RoFokS7fikaJSsfWgG7U+Vxs/jqXwt6/IUvq+S/dgCAQhAAAKjTWDWpjMzAWhjbKJ5MtGQCYHaEyCip/ZTjIMQGC0CisJYy5Zs+clXOg47vdxG+8R4WqtgvxjV8WgPjzRpROoEUUFZhD3yp2jpUFa7vDxFkmg5kcQH7bFTdt8f+a82a82cES9lm4rvebZ1M9+5ZfUpH5ResSVZZZKYpY9HL9PO6/hGzLoXe30W9LkKT+lqpz/qQgACEIAABHpBQKd76Yh5P35e73XaF3vz9II2fUJgOAgQ0TMc84SVEIBAGwTCU5E8oiVsrod2X4JTtN9LWOZ7zvhruOFvlmnaMFipm0t9VtkR4UqK0MmLQgltCeu9+Kub46Kp+B723av3Wfvl+Fg+H62YevST5qgMpyxfNJYv2ZKwE7L3/Xqy2pEHAQhAAAIQGASB/Y7aOz6yXpfeI/IMYhYYEwLVIYDQU525wBIIQKCLBJ47+4LGqU9hZIYP4cKHjj/Pe3D3U70UlePiQniaVHjsemi6xCUXJYo2e27XXe075JElsw47tLC5xnf7FeUUiiOd+l44YJcKw42P00x9ntz+vCHlq0dSzfzge/KqRRt98W/iPXzSp7dJHFr/kA/H7dSXhMNQPNzA2HcqIOUaQwEEIAABCEAAAhCAAAS6RAChp0sg6QYCEKgWgYljsH8WGxU+uLuVEk1cDNjwbw+LJPh4kqCgY9VdWAiP6I5PY0oiayRK6KE/3MxXUSDKU5JIkF5ipfZKRZFEbkf6VW11VLy33/T0v2tEnXhd2SzhQvYrycfnzvphU1ed+t7USQ9vNB9i6ylkmhat8szwOdO8aj5CMU/sfX7FND1HEod8TsNlfxIPlVQm8ZAEAQhAAAIQgAAEIACBKhJgj54qzgo2QQACXSGgB3g91HuEjQQDP4lLD/h6iHehZv1DPmRRHB+aNK6W7UhcCJP60H4x6k99h6KE15PIk94bSGVa+iXRIW5n0SSq184+MooQevofvhUpokcClkSddESK26C6YWST50/F90mAupwhHuKjedkg1bf8yWKaZUK4V1PeHKmdhLNwHyXVddFPcx+WTYiHE/s/ae51FHw3I7ay/CAPAhCAAAQgAAEIQAAC7RJA6GmXGPUhAIGhIqDIjnVM7HFR5CUTbfzhXaLCU8f8r1iw0cN9GJmjh/ywbtrpuNwe9ENhQHX04C+RIR0l4u1X/uhn0ZiJRC4O5R3tnR4vvNcYTxz++dhu7WmTFprrZz5fAAAgAElEQVQ0ttuR189UfM/rsxv5WpYltjMW7dOIepqIjLoml2neuL7cSptX+347a+Zh8vzqM+LL8XzJVrpv9emfFS3vkkjnUVrputxDAAIQgAAEIAABCEBgEATGxsfHBzEuY7ZJYGxsbIE1uTzd7G1bzI5+sviD6WzuIQABCAwVgY2/9j9joU0ij0ddDZUDGAuBmhJ4/8U/iq5+9OEs7xba35BLsgrI6w0B+1sw/qP9H28+ozcD0CsE+kDglL88Lbr7xns00sb2M2RFH4ZkCAiMJAH26BnJacdpCEAAAhCAAAQgAAEIQAACEIAABOpIgKVbdZxVfIIABCAAAQhAAAI9ILDBhhtFr/8vf6qeL3/zXu/swQh0mUdgt3csjO7+za/zismHAAQgAAEINAgQ0cOHAQIQgAAEIAABCEAAAhCAAAQgAAEI1IQAET01mUjcgAAEIAABCEAAAr0m8MeXX46efXpFtM4661697vTpN/R6PPpfQ8C4HyH+JAhAAAIQgEArAgg9rQhRDgEIQAACPSeg089IEIBA9QmsWvmcLx/6Apsx93e+bDPmI/o7IqNBAAIQgMCwEmDp1rDOHHZDAAIQgAAEIAABCEAAAhCAAAQgAIEUAYQePhIQgAAEIAABCEAAAhCAAAQgAAEIQKAmBBB6ajKRuAEBCEAAAhCAAAQgAAEIQAACEIAABBB6+AxAAAIQgAAEIAABCEAAAhCAAAQgAIGaEEDoqclE4gYEIAABCEAAAhCAAAQgAAEIQAACEEDo4TMAAQhAAAIQgAAEIAABCEAAAhCAAARqQgChpyYTiRsQgAAEIAABCEAAAhCAAAQgAAEIQAChh88ABCAAAQhAAAIQgAAEIAABCEAAAhCoCQGEnppMJG5AAAIQgAAEIAABCEAAAhCAAAQgAAGEHj4DEIAABCAAAQhAAAIQgAAEIAABCECgJgQQemoykbgBAQhAAAIQgAAEIAABCEAAAhCAAAQQevgMQAACEIAABCAAAQhAAAIQgAAEIACBmhBA6KnJROIGBCAAAQhAAAIQgAAEIAABCEAAAhBA6OEzAAEIQAACEIAABCAAAQhAAAIQgAAEakIAoacmE4kbEIAABCAAAQhAAAIQgAAEIAABCEAAoYfPAAQgAAEIQAACEIAABCAAAQhAAAIQqAkBhJ6aTCRuQAACEIAABCAAAQhAAAIQgAAEIAABhB4+AxCAAAQgAAEIQAACEIAABCAAAQhAoCYEEHpqMpG4AQEIQAACEIAABCAAAQhAAAIQgAAEEHr4DEAAAhCAAAQgAAEIQAACEIAABCAAgZoQQOipyUTiBgQgAAEIQAACEIAABCAAAQhAAAIQQOjhMwABCEAAAhCAAAQgAAEIQAACEIAABGpCAKGnJhOJGxCAAAQgAAEIQAACEIAABCAAAQhAAKGHzwAEIAABCEAAAhCAAAQgAAEIQAACEKgJAYSemkwkbkAAAhCAAAQgAAEIQAACEIAABCAAAYQePgMQgAAEIAABCEAAAhCAAAQgAAEIQKAmBBB6ajKRuAEBCEAAAhCAAAQgAAEIQAACEIAABBB6+AxAAAIQgAAEIAABCEAAAhCAAAQgAIGaEEDoqclE4gYEIAABCEAAAhCAAAQgAAEIQAACEEDo4TMAAQhAAAIQgAAEIAABCEAAAhCAAARqQgChpyYTiRsQgAAEIAABCEAAAhCAAAQgAAEIQAChh88ABCAAAQhAAAIQgAAEIAABCEAAAhCoCQGEnppMJG5AAAIQgAAEIAABCEAAAhCAAAQgAAGEHj4DEIAABCAAAQhAAAIQgAAEIAABCECgJgQQemoykbgBAQhAAAIQgAAEIAABCEAAAhCAAAQQevgMQAACEIAABCAAAQhAAAIQgAAEIACBmhBA6KnJROIGBCAAAQhAAAIQgAAEIAABCEAAAhBYGwQQqCKB5c89E51/z+0DNe2jr9s5mrP+rIHawOAQSBM4+dfXprP6er/nFltHe265dV/HZDAIpAlU4XfEUX+6e9os7iEAAQhAAAIQgEAlCCD0VGIaMCJN4MFnn4n+/tfXpbP7eq8HWoSeviJnsBIEBv29iP40QugpMU9U6S2BKvyOQOjp7RzTOwQgAAEIQAACnRNA6OmcHS37QGCbbbaJDj300D6MtGaIM888M3rggQf6OiaDQaBdAscff3y7TaZUf8mSJdHSpUun1AeNIdBtAoP4HXHiiSd22w36gwAEIAABCEAAAl0lgNDTVZx01m0Cc+fOjU444YRud1vYnx5oEXoKEVFYAQL9/l5oPISeCkw8JjQRGMTvCIQePoQQgAAEIAABCFSdAJsxV32GsA8CEIAABCAAAQhAAAIQgAAEIAABCJQkgNBTEhTVIAABCEAAAhCAAAQgAAEIQAACEIBA1Qkg9FR9hrAPAhCAAAQgAAEIQAACEIAABCAAAQiUJMAePSVBVbXabU8+Hr3/4h9V1byO7Xr6pRc7btuthl+4bmm04Trrdqs7+oFALQj84J7bo6seeagWvuDE8BKowu+IOv7uzfpE6O8MEgQgAAEIQAACw0UAoWe45muStc+YIHL1ow9Pyidj6gT+kz9upw6RHmpHYPlzz0a6SBAYdQL87h31TwD+QwACEIAABKpLgKVb1Z0bLIMABCAAAQhAAAIQgAAEIAABCEAAAm0RQOhpCxeVIQABCEAAAhCAAAQgAAEIQAACEIBAdQkg9FR3brAMAhCAAAQgAAEIQAACEIAABCAAAQi0RQChpy1cVIYABCAAAQhAAAIQgAAEIAABCEAAAtUlwGbM1Z2btGU3W8bCdGaN77c33743YP8+YePfO2AbGB4CaQKXpzP6fP8NG++iPo/JcBBIE6jC74hR+p2c5q97/V1CggAEIAABCECgggQQeio4KVkmjY+Pr7D8JVlldcwbGxvTH5CDFnp+lHCvI2J8GlIC9t0YtOUX2fdiZH4WDRo242cTqMLvCL4H2XNDLgQgAAEIQAACgyfA0q3BzwEWQAACEIAABCAAAQhAAAIQgAAEIACBrhBA6OkKRjqBAAQgAAEIQAACEIAABCAAAQhAAAKDJ8DSrcHPARYUEFixYkW0ZMmSghrdL9KYJAhUnUC/vxfLli2rOhLsG0ECg/gdMYKYcRkCEIAABCAAgSEjgNAzZBM2aubecsst0cKFo77f5ajNOv6WIcD3ogwl6tSdAL8j6j7D+AcBCEAAAhCAQCcEEHo6oUabfhB40QbR6T7p9P5Gxti660TjL76U3F9pr0+mK5e839PqXZVRVzaQIFA1AunvhT6/r54wcmydKBr378Qdlnd3h8Zvk7R7IKP9Qxl5ZEGg3wTC3xGvt8F3mjCg6TvwuOVl/WwvY+v6VmlHu24oU5k6EIAABCAAAQhAoEoEEHqqNBvY0iBgp5k8bzefTSOxk1aOWFOpSYd5YycnZFl/OsLoFbs+Yu05Sj0NnPvKEbDPadP3wj7CXzcjk+/FeGjvoZ2eCmR9HmsdbZEeq3IwMGhkCYS/I+zzusBAXD4Bo+k78JNOP8NJn1/ptP3ITgyOQwACEIAABCBQCQJsxlyJacCIARKYn4x9+ABtYGgIVIaAPeDqPwD+zq4jkveVsQ1DINBHAmfbWG+z78CWfRyToSAAAQhAAAIQgEBXCCD0dAUjnQwxga8ktuuhdvoQ+4HpEOgWgbcHHb23W53SDwSGhYD9LtjebJ2T2HvMsNiNnRCAAAQgAAEIQMAJIPTwWRhZAsn/1L4tAHDgyMLAcQisIaBIBk9aFkaCwKgRCCM8iWwbtdnHXwhAAAIQgEANCCD01GAScaFjAoemWn7RxB/t2UOCwEgSSEUyiMGcJG8keeD06BGwz7uWLq7ZC24CAZFto/dRwGMIQAACEIDAUBNA6Bnq6cP4Tgkkf8xrH5IwKVR/u077pB0EakAga6+qrLwauIoLEMgkkCXqENmWiYpMCEAAAhCAAASqSgChp6ozg129JhDuQxKOlRZ/em0H/UOgEgRyIhlkG/tXVWKGMKLXBJKIzixRh8i2XsOnfwhAAAIQgAAEukoAoaerOOlsiAiE+5CEZu9vf+xvNER+YCoEukUgK5LB+2b/qm5Rpp8qE1BEp2/CnLaTyLY0Ee4hAAEIQAACEKgsAYSeyk4NhvWKQMY+JOmhPpjO4B4CdSZQEMngbn8lqVNnDPgGgaKITiLb+HxAAAIQgAAEIDA0BBB6hmaqMLSLBFr9z+z3eKjtIm26GgYCRZEMsn9zu9i/ahhmEhs7ImA/86dbw/1bNCayrQUgiiEAAQhAAAIQqAYBhJ5qzANW9IlAsA/J1TlDev4bc8rJhkAdCSiSIe87IX9vs6so2qGOTPBptAhIxFle4PLlVsbJjAWAKIIABCAAAQhAoDoEEHqqMxdY0h8Cc22Yje36Qs5wN1j+NLs2zCknGwK1IpCIn98yp/I2KJe/+9j1raRurfzHGQgkBJ6w120KaHzAyt5pF78bCiBRBAEIQAACEIBANQisXQ0zsAIC/SEwPj5+r0ayB9bcAa3Oy1a4JLcCBRCoEYHw817wvXjR6vGdqNG840ozAft8X6Scgu9A5L8/YAcBCEAAAhCAAASqToCInqrPEPZBAAIQgAAEIAABCEAAAhCAAAQgAIGSBBB6SoKiGgQgAAEIQAACEIAABCAAAQhAAAIQqDoBhJ6qzxD2QQACEIAABCAAAQhAAAIQgAAEIACBkgQQekqCohoEIAABCEAAAhCAAAQgAAEIQAACEKg6AYSeqs8Q9kEAAhCAAAQgAAEIQAACEIAABCAAgZIEEHpKgqIaBCAAAQhAAAIQgAAEIAABCEAAAhCoOgGEnqrPEPZBAAIQgAAEIAABCEAAAhCAAAQgAIGSBBB6SoKiGgQgAAEIQAACEIAABCAAAQhAAAIQqDoBhJ6qzxD2QQACEIAABCAAAQhAAAIQgAAEIACBkgTWLlmPahUiMPej5y8xc+aXMOlgq7Nk2fkffahVXetzzOq81a5P23VQUH+pvT/Gruusn/GsfqztNMt/aaJsfOdl5x9wR1Y98iDQLwJ8R/pFmnEGSWDuR8/bKYrGbi9hQ8uf42Ef9v3ZOorGd7W+L0713fJ3irXV749z7FpqvzMWlLCNKhCAAAQgAAEIQAACXSZARE+XgVasO/2xvTz5wzvXNCvf3Qpfsesau0KRR20kKCn/lYk//nO7oQACw0iA78gwzho2t0vAf47/du4B58/Ia6wy+zkffycyRB41m/i+HHD+SVZP/zlAggAEIAABCEAAAhCoIAEieio4KeVNyo+eSf4IP9D60h/m59j//N6YFWljf9ifZOVHJWPqf2svtv+FfdJtSP7H+PN2LwFIotGcMhFC3p5XCAyWAN+RwfJn9D4RKIyeSUT6c82W+dF4pCidBWm7rM4mlvdEkh9HANnP+mu9npVb5Ob4PrEANB7/ztjKLv3OIEEAAhCAAAQgAAEIVIwAET0Vm5BumaNlVnbpD/sjJ/ock1jTlOwP992TP9iVv6nqhyKPMiUOWd7B0Vh0ctL4Cv4nNwWS26EkwHdkKKcNozsgEIvzY9HipOn8RPhp9JT8TL8hzrCf9VZ/gV0NkUfZdr/afh9cYm83TRoeFP8OIUEAAhCAAAQgAAEIVI4AQk/lpqTrBl2Y9Kg/yhuh9hP/OxsvyVLaIy3wTLJiPDrO8u63a55d2suHBIG6EOA7UpeZxI9cAsvO++gqK5T4b0n77zQlRX/qZ/tSE/+1J1tumvhdMe6i0XkI/7moKIAABCAAAQhAAAIDI8DSrYGh79vAvw9G0nyvTu53S14V8t/0P7dZlul/c+0P+i9a2b32kPB0Vp1Wecn//qY3e97D2tmyso+6Xa26oRwC3SbAd6TbROmvqgT+zQyzZbhjHpUTJULNlyYMHj/MonYyN91vdmjssjjKczy6yPLD3yul/OZ3QSlMVIIABCAAAQhAAAIdE0Do6Rjd0DR8jVuaElMkuFga1x49pZK1T/43uFT1RqXkQeJsy0hv9Kw6iiq63+q8uWVUUXvDUhsCZQnwHSlLinrDTuDPEwdMsG+k2fZO0TyWxu4M8nPfJr9Ljs6tkFPA74IcMGRDAAIQgAAEIACBLhNg6VaXgVauu7Ho8NimNXvsuImJ6DJ2ax9sdpFHS7+0TGxMl9k0M7FLDxk32EOAjmknQaC/BPiO9Jc3ow2EgP181WbLLrbfHRixdfJee7SViOaZkvn8LpgSPhpDAAIQgAAEIACBcgSI6CnHaehqJX/Uf8wMnzhRazxqRO6kBBXt29CzlJzaNfFwMRbtkuwTEY+XvD/aTv6ywKLYzg/b1VHUUM8coOPaEuA7UtupxbEUAfusa9Pk8+JsbbZ83pqTFS1n+yT/d70Ex++CXtKlbwhAAAIQgAAEINBMAKFnqD8RY7fbH/BlPGi92XKZXjqqM/bupNnBocjT1NWECCWhR/tEIPR0xJlG2QT4jmRzIbdmBHSSVplonHNNVD9uML7zu2Aw3BkVAhCAAAQgAIFRJIDQU99Z1zKpA+x/b3+TIbC83Ee3J5aOReM35o2pvXkSwWqeRffMyLA3ryn5EJgKAb4jU6FH22EicKQZe439rM3YeH/8CYX59CHxu6APkBliNAic8penjYajeFlLAsvvfsj9+ri9+d+1dBKnIFABAgg9FZiEzk0Y39lOSLmj3fbah8GEleSo9HFtRPtku320Ud83+SwXfTQeaR+Jni4na8N2qg49Ab4jQz+FOFCGgE5PXFCm4uQ6Y0/FeePRWyeXdTWH3wVdxUlno0zg7hvvGWX38b0+BN5SH1fwBALVI4DQU7056ZdFp9tAp9g1165SYpGJQ/pvX3sYGH+6E4GpnGPjG5SrRy0I9JwA35GeI2aAgROwqE8TeZS0/Esb5ZdZAqZj2bWJs64brc3q7vvB74LuM6XHuhD42AFviA498I11cQc/RozAzbc+Gn3umH8bMa/r4e7Y2Ngl5olvy5F26jHLWGqXlOhb7Lp2fHz8wXQl7vtHAKGnf6yrNpKONbc0piNy9aUtk/Q/vtZuTH/kr1XygSCJHIrmWP1GrGaZwagDgQET4Dsy4Alg+N4T0FLZIMJzRxuxlPBv9a6wy6J0xhfba5nfIfwu6P10MsKIEJi7zUbRgnfMHRFvcRMCEKgQgWcLbNncyvYPy00YkvjzfbvONtHnroK2FPWAAMer9wDqkHR5ndmpP7z1v7g6kaUwJdE8X0sqHVlS5FF1RUVYGt+1cAAKIVA9AnxHqjcnWNQbAgdMdDv27eRnfeEoye+MiaVYY2P637syid8FZShRBwIQgAAEIFAfAhJ/Pm/XnSb63GrXm+rjWvU9Qeip/hz1xMJEqEn+uI+usT/ctTdOfhqLJPLMjyuMRd/Jr5guGf/5RM7YGdpoOV2qey0BsEv7BunS8jASBAZOgO/IwKcAA/pHoCFq2s93F/QzR09+VyTRbtGR5TfP53dBJlAyIQABCEAAAqNBYBdz80YTe35o16zRcHmwXiL0DJb/QEe3B9lr7Y/6kxMjnrA/4D+XFnzsfne7zrE9HHT8udIe5f+wj6JkLx8dmT7P+rhN/YVOJ/fLJ/LGF7cRKRR2w3sI9IQA35GeYKXTihFIfu6+OTbLftbbz+X7Jv2sNqF+7kfPW2Q17JSuOCmSp/TRP/wuSKjxAgEIQAACEBhtAlrepQgfont6/Dlgj54eA6569ybaHG1/0D9qdmpj5viy+xyzOzvByDr7i6TDg+xV0UOT+zfBadl5B5TZ52FyW3Ig0EMCfEd6CJeuK0PAxJ4n7WfzpmbQDXZpWVbGz+ok4FL/QTAeHdeBMM/vgsrMOIZAAAIQgAAEBkZgSxtZ0T3zbe8e7flH6gEBInp6AHXYurQ/1k+1yJ6ZZvcedmnfnjDpf22Vb5svt3+Uuzqy/lfbdXDSj6J71qQ4osgEJBOcmvK5gUCFCPAdqdBkYErPCEjssWtbG0A/84/MGEg/x+fo57V+rmeUF2bxu6AQD4UQgAAEIACBUSOw1MSeHUbN6X75O2YqWr/GYhwITJmA/TDI+8BubJ/lFWUHsH4WWN3LM+p/w/r5bEY+WRCoJAH7LH/dDDsiw7iF9llekpGfm9Wt71fuABRAoAcEuvnznO9ADyaILrtGwD+fxx87Pzrh2AVd65eOINBPAkuuXBYt3PcsDXmh/Z3yoX6OzVhTI2A/g35oPTSdrDW1HuPWv7drrn0WXuhCX3QRECCih48DBCAAAQhAAAIQgAAEIAABCFSSgAkM0+xaJLEzdX3O7neaitHWXsn77duhMDbmfcm4PRvT+t89GUN77HUj/a11or11dC226xPJdaG96ij1TtJrrNGpnTSkTTEB9ugp5kMpBCAAAQhAAAIQgAAEIAABCAyAgAkVW9uwycEtkwyI9xe1OkdaRAhiwSQ83c0wxg9aj7rS6fvKsHl4u70oyrzdqJ9PWdvTrP+70h1z3zkBIno6Z0dLCEAAAhCAAAQgAAEIQAACEOgdAd/fU3vHrWNigLYeiS+79/1FJfY0nezbO3O607PZv23iR962FFMeyPq/NhmjLwfe2Fi/tEvL8Xaz65E2HfjrNutTvQUBhJ4WgCiGAAQgAAEIQAACEIAABCAAgf4SMPFmExtxvl3nmoBwql1NBwFIyLCyfROr9uuvdYyWR8Dm5SYre4Nd7Yg9iuqZldcn+e0TQOhpnxktIAABCEAAAhCAAAQgAAEIQKA/BH6XN4yJCnckUSuNE3wV3WOX9t2ZtDdNUZmNsbaVa98f37PnJHuvpWONZPczknLV095BquP1P+cVLc9tUNkSu5r2ErL7SXv0qE6qP7U9yK5pKRssa9KeRedYXlNUk+7tmsRB/dkV+qk6up+RGmfrpL3K9D70VeM1sQnb2pz8we4Xhnkl3r+7RB2qlCSA0FMSFNUgAAEIQAACEIAABCAAAQhAoD8ETCx40kZaatdRiRDRJHj0wIpLrU/t++PpKHuz3MbO2vB5CytTfdXxpCVkEmYOsoxrgnxFJd1eJIwkY9ye6k9dnGPXpVYebtp8tuVdHPSvt/GYVq1wCVtiw0tWN/RT7XW/MsfGw61M+ySFvmo8sSkSe7Tnzt+p85KpXWGoZLejWY3NmEdz3vEaAhCAAAQgAAEIQGAICZz41aWRLhIERoSATneSqOEbL8tt7ddzp11LTQxa1UUOr7W+dlaUkPo0EUMROhr3/9m1bWociR4n2/Uuq786ETwkhkiYud+uuJ9EoPma3av+Art8zyF725S+ndztYe20JE3jS9yRqCNRZUe71J9EJ92rn0OsbrzHj+VL4JG4pLEWKC+dkv58fNl+XGK7xnEbr7B623m/SR/z7DWsL8Htn+ySHQvsyvNJzU+y6/N6UyJ9wOocVqIeVUoQIKKnBCSqQAACEIAABCAAAQhAAAIQgEB/CZjgsMquBTaqBB+JDUoSXyT+KAJl0rKopE4nL3tJnPGG9l4neUnEmJcILGGfEnOOkVCiTHt9yF5cgT3A+0kEkzOThpuFHbR6r7aWDrZLm0837AraNYI2rNw3Xl5Q0K/EIt/z6Ghr47ZrHC19i321662pPtK+qp1H6vx5wXji8oyVX15UJyjb3Dg3fCrZhmo5BACZA4ZsCEAAAhCAAAQgAAEIVI3A8cfOj044dkHVzMIeCJQisOTKZdHCfc8qVTesZIKBTo7SdbSJAYoo2ceuBXYpUkbLohqRMGG7Nt7fb2NIrEmnMyxDkStz7QrFlqukjqQq+zHwd6fyn013mnGvyBeJMFp+pWKJK5+269aUXYpkUpls0jIx1ZUAtiRhpPu8NDcpkE9ZyX3VaWZxVFGSsnx9IKuDnDyJcgtzytLZu1rGr9OZ3LdPgIie9pnRAgIQgAAEIAABCEAAAhCAAAQGQMAEjdUSNexSFMqcxITzBmBK3pAv5BXk5ScijQQWT4qskUCifXAUtRRvlJyIS7vYW49uUrbEroutTrx5szJykiJ6ilKW0FVUv2zZf5atSL3uEUDo6R5LeoIABCAAAQhAAAIQgAAEIACBLhAw0UInO0m80DHrmSmJdllqhfNcDMmsuCZz4xblAys2X+LlV2aAxKtwqZoifST6xMnqaDmbll6prurp8jTp9K2gTNFARSl3Y+WiRiXKHi1RhypdJoDQ02WgdAcBCEAAAhCAAAQgAAEIQAACUybwb0kPH8vrycQdiR3aRFkp3nMmSJum7nV7QEaesvKEIi2fUlqWvPb8ReKVXR6xpOd1LdWan/jaNH5ST3Vd9FF5npjlPrhPaV88PzwxLF2H+yEhgNAzJBOFmRCAAAQgAAEIQAACEIAABEaIwAXmq0QOHVt+kl1Nx5wn92dbuZY5HWlihws9TyeMFN3SaGPvdYpW0dImLX+Ko1okqljSvjmqr9O9sjZDToaZ2ksy1n32qqvJR+tZGyPLP9mg6KZFdulVPCTuxMneat8iF7Ge8vzUa2N/n6R9fFy9+tG9vZWv4n1dTvtOs2/ttCHtOifAZsyds6MlBCAAAQhAAAIQgAAEIAABCPSAgIQbEyD2sq61ybH2oTnK7rNG0mlRp3mBRBmrt9TuteRJGzWHbXQ0u07tSicJHBpHe+Kky3Tsd89SIuBIpFEkTdpeH/ew5M3P7VW+5fE41/oLN1Ju2J2M04rnvqrXM2fpuG8EiOjpG2oGggAEIAABCEAAAhCAAAQgAIGyBExz0AbBembVPjQSOMIkgUenbekI8rQ48S4rk6jjSXVn2lW0LOkQKw83Odb7mdb1k0E/PXlrY0ic2Tk1vsaSDXOsPI4oSvxcaG/DfXlUJKFqsVjoJi9ZuXiKQ8hG1XUvX3sRuaSTtEh9JkBET5+BMxwEIAABCEAAAhCAAAQgAAEIlCOQiBt+vHqpRtZGy7hOTa6wjQSVRshO0ncYwqOTvHRlJqu/KmwfVkpElklCSyKuNIUJWd626QESkaVwfLUJeEwKPUrZ0+SrlyU+ZLFpMoEcm2QAACAASURBVCnL7lQfheOn/eO+vwSI6Okvb0aDAAQgAAEIQAACEIAABCAAAQhAYDKBJyZnkdMJAYSeTqjRBgIQgAAEIAABCEAAAhCAAAQgAIFWBF7XqoKXWxTRg2XrUq+YAEJPMR9KIQABCEAAAhCAAAQgAAEIQAACEOiMwKzOmtFqKgQQeqZCj7Z9I2C73//Qro0KBpxl5V+3a3pBHYogUBsC9lnfz64FBQ5NV7nqFdShCAJDS8A+23+afL5zf+4ndT4+tE5iOAQgAAEIQGD4Ccwr6cJtJetRrQQBNmMuAYkqlSDw72bFUwWWPGBlF1q43/MFdSiCQJ0I6HhNbQi4Isep71j+HLum5ZSTDYFhJ3CzOXCTXc/kOPJhyz/CrtIh4zn9kA2BShFYcuWy6IRoSaVswhgIlCWw7IG8P1vK9kC9ISRQ9vdwL078GkJc3TEZoac7HOml9wTOtCG+12KYz7copxgCtSEgUdOiFS40h/bPcUoizzes3ss55WRDYKgJ6NQR+w58wpzI+93wGiu72qrdO9SOYjwEUgSW/vKBSBcJAhCAwJAQmD8kdtbKTISeWk1nfZ3Rw6r9Qf8N81D/O5uVfm+Zv80qIA8CNSYgcTNP6JHbp9fYd1yDgAj8i115Qo/KvwAmCNSNwPy3bxMteMfcurmFPyNCQBE9Z513y4h4i5sJgc1LkuDErZKgylRD6ClDiTpVIaCH1jyh5zD9725VDMUOCPSJgMTN5XYpeiediGRIE+G+dgRKRLb9snZO49DIE5DIc8KxC0aeAwCGk4CWHiL0DOfcdWK19spro92NbdSlagsCbMbcAhDF1SGQhN/roTYr/d+sTPIgUGcCibj5pRwfiWTIAUN27QjkLdv9vKJBa+ctDkEAAhCAAAQgAIEWBBB6WgCiuHIEPpthEfuQZEAha2QIaOlKViKSIYsKeXUk4JFtad/OTGdwDwEIQAACo0fAokoW2bXELu3t5tdJ9n73UaJh/u5k1zkpDmIz1kMOW7TR951t1KVqCwIIPS0AUVw5AlmRO+xDUrlpwqB+EdDSFRtL+1eFiUiGfk0A4wycQE5km5YuPjJw4zAAAhCAAAQGRsD0i63tus8MuNiu9IbAR1neNYnwUfsTSiXymL+323VQakLE5vIeTtLsNvpe2UZdqrYggNDTAhDF1SKQhOGHYfrLkyVd1TIUayDQXwJpsfPM/g7PaBAYOIF0ZNtnBm4RBkAAAhCAwMAImLCxiQ2uLR/m2XWyXXPsmWHML7tfbNf9dkn4uLTHUS02xMDTtxMLjgwYaI/HpXbNT4SgXhi5UdlOza5fl61LvdYEEHpaM6JG9QicGZh0SPXMwyII9JdAInb6/lVEMvQXP6NVgIB9B9KRbTdXwCxMgAAEIACBwRH4cTL0YvsdcbRdD4Wm2P0ldr+dXefapWifdw/O1N6OnIhe8vFk8/tUHy1hclhy3yv/39Jb7+g9jwBCTx4Z8itLwH4oKRz/6sRA9iGp7ExhWJ8J+P5VbMLcZ/AMVxkCHtn2Cfs9wSmMlZkWDIEABCDQXwJJdIqEjXMTQSfTgOR3xSeTwjM8qsdeZ9ilvXzOSTdsUab9bu5L2qq99gHSkqlGatG+aNzdZU/Qt/YcKrvH0OsTAy5K+2P3vi/O4Rll/cy6sJ+DjcJYHK8+CrM8pD7aD6+iUL9/Nrd+Y9f6Vq8TD7fPabRlMO5z9guAE1tyQJE9GAL2+dTP7fUzRvcjKe9o8d3JaNoya571qfDmONn3YkXLFlSAQI8I2GdRP/Q3zOj+cct7zK4be/0dsDGeRkzKmAGyIAABCFSDwG6JGX/Xyhz7Wb7KfmcoqkdLuLSfTFPkT6v2Kk9+L52d9BE20T5AR1m5oooUQdRRsvafs4anpBpLyNIeQ4rSObpFxxsn5U+n6+l3mfWhv/HmyY8e/G6TnZVI5p6EO83zHubnte0aZe0lrF1j15TmMz1ur/pF6EmT5r5KBJ4qYcynStRpp8r+VlmX0kK7liTveYFAVQi83Qy5vMCYRwvKOi26KdWwI3W108FpB4EUAYk8Rb8f0p/XbgBM96k/mhE8u0GWPiAAAQh0n8CfJ10+ULLrf7N6EgC2tqttocfaHJi0115AJ0o80rj2AK9oHu2Nc7G9n+n5Kiubkj4k8mgvncOsjzvU1vJn2MvxdklIuqiFcLFjMt6zOeNeZfnay2i6XbHtXUybl+zr+pL1OqpmjLRnk29E/TV7v6CjjoaoEULPEE3WqJq6yy679NX1xx57LNJFgkCVCWy++eaRrn6m2267rZ/DMRYECgnMnDkzmjdPf5f2L91///3RypUcCtI/4owEAQhAoC8EnpjiKF+y9ktNbGmKrJEoYwKD9sDRaVcfsEuRQ+2mQ5MGiiJpiDB6b30fZ2WKGqqDcNHr/zz5WMIxjt6SgOaiWbsT0u36iUjX9f9ERejp9kzRX9cJfPWrX+16n0UdnnfeedH5559fVIUyCAycwN577x0dcMABfbXjve99b1/HYzAIFBGQyNPv3w/HHntshOBZNCuUQQACEBhKApt2anUSKaL/dZhn78cL+lGUUSdCj680WGn953WvU7N6sewqb7yhyhcbM1h7ECkqSntaKrJHpzgfPFSOtGksmzG3CYzqEIAABCAAAQhAAAIQgAAEIFBZAlqKpbRNSQt3TerdXbJ+WE1LqHqSEoGiG6GrvuHyBjmG7pnk6wTLOqa3mlPieJJFzzxprxJ8FNWTO3dWps2vfWNtvTZtqu2Qkjr36d7eq0/teeQbcU9L8neyvCVBWdMm2pavsdRmUVLf3sb3GneaXZ9L7j2v1CbcRPT4LPEKAQhAAAIQgAAEIACBihM48atLI10kCEAgl4AfUDEpakMPztZqN9/Txu71sK/lT1p6JRGgVdJeL2Hy5VRqv6BV4xblTX1bf42Nkq3dOna7ukX7vGLf1y7rIANvc7/Gy+ugD/k+Z70YSkvblPwH5zH2XpsqZy6ns8/ESVamz4QniURafqc9mDJTRhu138rytSG42oZJm2iX3dD5LmsYin16X6o9Qk+KOrcQgAAEIFBfAvaLVRsN+i/8+jpab8+2rIB737XP0iMVsAMTOidwjD3T1PV/rzunQksI1ICAfbe1N45HbZxn9+GJV/uYi9ocWSdNaQ38pxOX9fCfTnPSGXbv0T9e5Bsca/nUDBursY9ORtswq0zfqv+gXXq410libZ8UlQzokUrytakPs1kbUKv/XBEj6WMoX8w/iWc6+evcYG5cVPqSlf9LKHDZvaJlYuHProOs7CE5bvlZJ585E/FT1NAc1be6EhMvVfvkaog6VqY8nf6l/ZzCz6XdTkrqV3bsFdjhIlTL9gg9k3iSAQEIQAACNSawrvl2RI39w7X+EPA9E/ozGqP0goBOqxlKoef4Y+dHJxy7oBdM6BMCPSew5Mpl0cJ9z+r5ODaAojWesEuijkSM0/WwLNHH7mfavU6YUFSH0pGWHwogHjkj8UYP+/HeOokIcHHSJn6xstWWf6S91clYGis8GUsP/F+2S8KBP+yX7jseIIo8+kRRHE3HggeigUSM3P1mrOxJq+vC1012f6o6tjyJPLFvli5KXgf18job+Nc9GNw3YT7D+07mTJ8JzYsEmnDu/T8DGyKP2omZ8XqTvfWTu9KmNuon/X/fKkhgOtnuQ0HnAsuT0PPadAc59012WB3fgFufzcJ9mRB6coiS3T0C9hnU52z97vXYt562N9tvbnO0p+3LPMiwxzbNpbrNsSI89PA/LGn7QRtqzDYatA0txn/OvoYvt6hDMQQgAAEIQAACNSVgfwdI3FDUzBV26YFex5DneXu4lV1obR5SheRB3cWbc6xMD+aePD/s6zS7cRHg9oxxJKb8XA3a7dvqX2v9+ZgSe8Jx9V6RSZ9MZ2bcu2B0ivUhUSpMWnbWabRQxlAdZc3qqFVBI/NTsLQJs1IWO+VL2FkwUSX+VwLM/f5ZCPL1VmJRntDzcKquREaltIDW7t+nTf0mnx/NuaJ9ChNCTyEeCqdKwL5feojW2sKs8MSpdt/r9t+zAXS1ky40nz9sX0LEnnaoDbaufsAT4dHeHPha7/Za9a/2QhtqSf+GYyQIQAACEIAABKpGIHlY39b+Ntcmt1qmFT6kS3w5z64d7ZLwsdzqNZbYWFtFcNxp+R7Bo4frfe16IKlvLxMp+bv/YKuv/iQG+EO42nzaypuW6LTTt0ZI6iv6SEuvQh8UxXOBlbfcu8fqSDDaI6ePf9E4PUoXWr9lomBbChcd2KdonVb9KjJma31W7FXCkOpr3oY+IfQM/RRW1wH7rgyzyNMp2PgHmfmO2NMpQdpBAAIQgAAEIAABCECgSwQSoUViS9byJi3l+o6VKSqm6T+yknZ6+E+nrDwJMhpj23TlrPsO+lbEja4sH7KGmJQnsWeqfUzqtHXG9ValjNDzPqv3hdbdtVXDl2HFe+ekW9q8SwCUkKeon6Otjm9+na46lPccrz6U01Z9o0dU5PGJ0Q+zCxJVuPqThYUQgAAEIAABCEAAAhAYUQL2fL/KrlMTIWREKfTM7bJLwnaxZ6ey+9a0NNb62toqaY8cLUubJPIkHWg5naJ3tKzPj1q/yu7nJe3T4/jG3en8St4T0VPJaRluo0Zc5PHJI7JnuD/GWD+CBA4/TEvgu5ce/t3y6Mc/UcQyCQIQmAqB2VttHX3g/R/qqIvTv53eiqKjbmgEAQhAAAKdEZDQ83u7XlOi+bFW57AS9cpU8SiirNPU4vZJBM/p9la/KLR5t5bz+T48V9gz7b5W5w7Vtfc6dStvfx5VqVxC6KnclAy3QXkiz1rTZ0abHf71aNrs7Us7+NBnF5Su24uKs959aDRr0aGlul553c+jp87z6MBGE/2A0fG7ny3VCZUgAIGBEjjir/6mq+Nf96trEHq6SpTORpXA7K3mRJ1+PxF6RvVTg98QgEAVCJhQ8rI9H/4fs+XzJez5lNX9nrW5qUTd3CrWh5bWaTnW/SWitM6yehJ6/Kh17WXkJ3KlN9b2/Nyxq1SA0FOl2RhyW+xLoZN4fmNX08bL02ZvF21y4LFtiTzDhmLmW98dm5wh9hxhXG61HzLfHzafsBcCEOgdgbMO37J3nde85zsffin66o/9MIvBOHvsBzaNdpy9zmAGr/GoF133XPSv1z9bYw9xDQIQgMBIEjjJvC4j9AjOz+zZ6T1TFHt8E+bFrWjbODqdTZE8itZRu2st72jL02lZ2lzbN2fWRtwb2qUT3IYiIfQMxTRV30j7MihU5560pRJ5FMmz1vRhPF097U3xfYHY8z0Jy4g9xfyqVvrpRRtHn7GraumblzwVnWHXINMd3yi1z2DPTTzkG7+LfnXvCz0fpxcDvOV12queNKwEJPIwh92fveuH9PvcfRL0CAEIQKA+BOwZ6Bl7FvqEeVTmNGP9T9iNVv9/2Otp1rbd48j1zKXlYpkbZmdRtfra4Lppk+ukj6w/eJv6tXpZdXxj7kk2WH2dzJzuo8nerDqh3Xljpn1jM+Y0Ee7bJoDIswaZxJ6ND8hcCiqx5+Ntw6UBBCAAAQhAAAIQgAAEIACBISZg4oRWN1zehgt/b3VX2/PTV+xaZNesNtpS1Qgg9PAxmBIBRJ7J+BB7JjMhBwIQgAAEIAABCEAAAhAYaQL/1bz/9zYJaMmXjkB/2p47dfz5rXb9UOJPm/2MXHWWbo3clHfP4X6JPO9973u7Z3SfemIZV59Aj/Aw559/fqSLBIFRJXDbbbdFw/j7YVTnC78hAAEIQGC0CVhUjzZm1l43J9pVds+eNLRdLENXu4JRup/a3xPRU/sp7o2D/RJ5emN9f3olsqc/nBkFAhCAAAQgAAEIQAACEKg+AYk9dn3BLN3Nrtuqb/HwWkhEz/DO3cAs75fIs/XXlwzMx24NLLHnxXtvjlZd//N0l2zQnCbCfSkC2iC6iptElzKeSrkEdjz8t3HZC4/dFi274P259bxgzn87O5o5Z89oxW0/iB69XH8v2XGHSd4fX3w6uu+shZFey6TN3nZUtOlun4zre7stFn4l2miXjzSa/+Hqk6MnbvxOy+7cBq+4/F8PiVYuv6plu3YqaBPkVhuCb7D94mi9zXeJ/QqTeMmeZ+9VFHj1kpjLxn4ljae5Vrrz9O0aw+bl98suxoEABCAAgXoTMLFHR6jvmizBep+9/1S9Pe6/dwg9/Wc+1CP2S+QZakgp4zc5cGJzZsSeOs0qvkCgNwRcnCgjqqQtkEAg8edV624YbfC6RaUFAxd0nr3nklxxSMJJK5s0rsYfZBI/CRd6zUryVdfK5R+JfnfJ4bn+ZrXtZZ7snf3ub8ZD9FPo6aVP9N07AkuuXBadEC3p3QD0DIEeElj2wIoe9k7XQ0hA/xv0J3Zpo+aFQ2h/ZU1G6Kns1FTPMESezuekhdjzhKnaF3XeOy0hAIE6EVCEzTMWcbL66eVtuaUolT+++OUJoceEmTKCgQQcCTRKWVEuijCSCKFr2oZzCm2SuKQku1W330kikyKK3IYV/3l+kzglmzb6k4/GUT5et0z0VD/8KMO3H3YwxnAQWPrLByJdJAhAAALDSsCeKzcz28+wa/9h9aHqdiP0VH2GKmJfnsgzfdc9o40PPDZaa/r6FbG0umYUiD0/Nr6vM7Hn3upaj2UQgEA/CSi6oxMRQuKOCxkScFot35qViDMSdLKWWKm9BCAJQrNaRPV4NI9EqvSSqV6zk69bLTo9HkZ+aMlYOkmA0hK0VVYuQWgq0VPpvrmHQD8JvOdTi/s5HGNBoKsErvnJtdETjzypPv+5qx3T2dAQsOeej5ux3xsag4fUUISeIZ24fpqd92Wc8ZZ3Ry5e9NOeYR6rQOy5B7FnmGcW2yHQHQJhBI3EklbLpdKjSpRxkUVLlIrax0u8TLxRyorm8b5lk+rNsIiZvP7Ul8qVJKT0W+hRFJRskJijJVlFSUKQ/JCNm9glcayVIFbUH2UQ6DeB93xKh9aQIDCcBO7+1T0u9FwznB5g9VQI2POONobr9MStqQw9cm0RekZuyttzGJGnPV5laiP2lKFEHQiMJgEtN9rgxcXx0iKJEO0u4fLIHLVvta+O780jkaNomZfKJKT4/j9ZoohEHgktGv+lZx5sOXmKppF9oSDkmyQX2ZLVcSxYJZFJT9z0j6VEG3GWDRKl1lpvVmYb2aalXuEyNAlEEsXkZzr5BsYSm3579oLYt7C9uD1p7dNimW/Erf40lt/7RtbbHbIkzte9bNZceFLUV2iLz7vPreqpXDanx03b3+69/PNNr72tIqbyPrPt+NGuLdSHAAQgAIHqE5iCyHOheafj1LWm/bHE04lTLAK3rf/d7XY/u9b8ooyic+3+PFs5cUlQdSTeIvSMxDR35iQiT2fcyrRC7ClDiToQGE0COkVr7od/Egsn2lg4axlSERk91OuBv9W+L41onoJNmDWOBAqJMLGIkLPJsy8BK4oMcpvDE51CP9S/Xw+3iMoJ27nIpDxtKF0mSYzJ4ypuWjqXtc+QxA1dmqMiQSp9+phs0nxKpJG9eWMX2S5uPmdeL9zHSX1nRVLJHxfWNG6WUFc0brpMfvjSt3SZbJBAqaiqrKWAqt/Kj3Sf3EMAAhCAwPATsOfKN5kX7UTyPGL1v2jXmTqSvYiA9T3Nyv/JroMy6invIKtzv73uZX09lFGnllkIPbWc1qk7hcgzdYatekDsaUWo3uV5D7tpr/Ugp+iDsstL/H/Y0w98at/qWGk/UtsjEtK2cN8fAuKvyA+PotFcthONIbFDbfVAnrevjj/8y6My4owiX1yEyRI4fNlW3sO9k9Pn04/z9igTj0iRn7JbdTZ728R+OmWIr5Ns/Kx+uiFiuMijvhSh4v56NI04yIc/vvBMJjsJRLrUTu3Vj+7VxhnKR+euY83T0UBZfquN+PppYWrj/roA5fP5mI3rIpBzlf0SaDrZ+ym0x0WedIRSyEf7JWmcUIgKPwN5fmT5TR4EIAABCAw3AXuulOZwcRteKHpnfxNlnmnVxvoeszqX2jXfLkXvnGHtrvV2Vqwon0/bJcFnud1vauXxJlF1T2vV3UH8a58AIk/7zDptIbFHex1lJO3Zs31GPlkjRkAPiHr43fZjl+ceGS0keshSFMhse8BKizwq10OhyvSQJgGAVG0CEnZcAFGERFZ0SZ4HegD3yBYtHcpKHhmiB/FW4ozaazmOktqlPz+eJ3uzljSF429un2UliRyK2gnry2ePdNFnuKzP02a9Nu5zqiKP+tD3xMeVLaGoJVuV5za7L/HgqaR2ivpxm8Q5PM5d39d2k/oK+3DbNB/6jCg511BgEVePkNK48rHTpLZuu1iEAqTz0edJNm36pk9lDpPnR2ZlMiEAAQhAoA4EDjUnXlPSEYk8+5YReZL+/tpeJfKcbG0ODkUelete+fb2yKT+15PX2r8g9NR+ittzEJGnPV7dqC2xZ9rs7bK6ktizUVYBefUhoAcy/Y9+3qUHNNXRg5MiDbKSogQk8ugBTHUVRRD2p/1C/IFMdf0I6qy+yKsOgYd//pnYGM19kaiQZbFHi0i0yBIV/GFf0WJlkj5XLnB49I6302dKqVVkkOxwEUURJ1lJIoELT4pG6ndyAUwiSp5ope+XUh5blWVxlcDhfabFsjJ+KqoqS8wKl67lcdXcOFefrzJjput42yI+ikZT8n2T0n3k+ZGuxz0EIAABCNSGwGdLevJ7qyeRp3Cplvdlz0lasnWKXVqWdUzRGNbnqVa+1C4t49o66OM+ux+3S5FBTcmyMsssf3e7zknaqe0S5ZVtr3oFfW9tZScFfav/RXZl2Sc7NLbq6JK9i9wOhJ70jIzwvX0wPm7uTzrqjtO1ev+h2Ozwr+eJPb+xeZneewsYoaoE4v+hTx749WDpD6Jurx4Yw2OlQ1HH67j449ESeuDOivqpKoNRtcvnTf5r3tuJxNBDvYsK6c9MGJWTtQwrj7cLOb4fj9fzB/pWkUEuEsivMOIkPZ6EAKUsgSpdV/dZ4kdWvVZ5+i75mEW+hGV5okmeSFTkdyv7XjJuWclt1phF/TvXtFCX1Wdenrd94Q+35lVpCEohz7Bynh+5HVIAAQhAAAJDS8CeY3Yw48uGsR5XVuRJgPjqhy9au/ESkE5K6uxaom5mFfPnc1agE+PC/YAUUXSNlXn/mW1bZVp7iUX6ZR9uJq1mCqu+3MolbMXJ3mt82aGxPc2zNxe7HezRE5AZ5bf2gUDkGeAHYK3p60cSe/5w+mej1Q83bSI/x8y6Sz8k7efX8wM0kaEHSEAPcLr0QKcrjJzwvVj0gMex0gOcpB4NrUgsCTOad821RIaih/nQDH1O1E4CkUehqNyFGok87YgkGnszax8KBRI69EAvm/LEjTQaCZbhSVPpcr/3JVl55Z7/ikXKKK2TLOFqVT+vXKdvpfvMqyt/yy4ty+uj3Xz3M93Oo4NazaWXdxJN5GN6W+035Hstpe0J7zWH6c9Fnh9F/VAGAQhAAAJDS+AdbVh+Zht1VXVuUv/eku2WJfV2tNdypzcEHdvz2E52qwgiRQYdZs9md6jY8mfYy/F2HWXvL7L8xh5BQfPCt4mIc15SaQ/vw/IVyaPlaRpXod6nJnXPsfeKZNrF6q5Su8QOHQsqO44jokdURjzZByFT5Fl//gcj3zB4xBH1xX0XezKWcbnYQ2RPX2aimoNkLfnQQ1cnx0rrgV3LK8IH27Jeu+CgB3W/tBSsnWiTsmNRb4JAp0u4wj1cPPIk/swkS6JaLbVK83fBMezDRR/fwyfdZir3ZQUJj7CR8FK2jewSh3b2ApqKL6Pa9lWBeDaqDPAbAhCAwIgT+K8l/b+wzWiekt02VXu2k0ZBm0OT94td5NF9IrQcl5R9rcMxdrN2ishpiDxJ39Z9Y9nZKYnIEw6xid/IDru2tWvMrtVE9HQ4E3VoliiEp5kvR6T92fiAY6KZb83cJDhdlfsuEiCyp4swa9aVL89Y/cyDDc/CvTm6cax0K2QSc7L+F18igl/tHIvdajzKJwgoekQROX4i1Qbbl/tPKEVwSOzRvEnUkCDigpz6LFqelMfeo4Q033rv/fmyoLx2Yb4Eo6me/JTuT7668Fl2OdoW7/xy3GYtu8T3FTtFy5PyipJH87SKoinqo1tlZSN1XAQrGxGWZZ9z1ve8XaEwqz/yIAABCECg9gQUBVMmXV+m0hTrbDDF9vsn7VdOBNpk9jZfz9hSZzJL8zP3S4q0BCy/lm1qbV0/ZHV0wpifJKb6uldE0GUSeZSB0FOEscZlichzgbnoH9iGt4g8g514iT2bfvwr0WMn/2X0yvMrQ2MU2XOZzd3bO/jhMVinGH1KBPRQHe7D4Z1181jpVgZKKOj2sditxqR8DYFwCZcEirIP6y7GKPJLp0B5NE/WZsFlePvyLfWnPiQe6OG/jGjkbfVZ9nZlxixTx4+j10lPEj1bCTCK5HHhwwULtfElki5kZY0d7suTXpaUVb/XeW6DuEqAyvtslNlfp5WtEvR8KSFCTytavSv/1Bt1UjAJAkNP4LvmwYc69cL+HtZ+Jno4Dvcz0W75HS2d6dSObrVL/NGeK00RHe30nzzfHWjPCXroj1PQr6JQyv1PUTuDtq5bdn+eFa27mlRjWZKzvb2WWS7l/4sjzm2lhK0ibnqVtmqz40Os/k12aUmXkkSfeN8gs1Xfg2NYujUBZqT+ReSp/nSvvckW8Z49a02fmTb2bZZxQTKH6TLua0hAD6ThZsvhA3U3j5Vuha4Xx2K3GpPyZgISapQkULjw14qRPi968FcbfZa8Xdmol3T/EhXC/lReti9vqzaKTspLOkFOywKL6qTb+n5DEjr8+5Ku4/cSarxviRWhWOPihSKV8hh7W3GogtATnmKVdzqbxBkXqMqIcnnsvG0RH43lyzpdTMvrj3wIQAAC7RKwv4Gn2aX9SfSwnv5lovspb4rbrk1VqJ88G7xiUkbUeQAAIABJREFUtnypCvZ0YMOdHbTxvXm+lPVsZHnp06p8WdVvWo2V9NcQdpL/ZNeeOErr2L2idvKuwmiedN9Jn79LXncu6FfjPaR6ssfSqaprt3vYpaNKtXeQkr4Hf01ET0JjVF6SDxaRPEMw4dNmb9/YoDkV2RNHYdlcfljf8CFwBRMLCJTdmFYPlP6gX9BdT4o8UkCd5x3frAdAXXqY1LHYfpx7Twwa0U71GfAlXO0gUOSNxIlNTOhRkpjRKuKlqH/txyPRyKOD2hE79PmZvej0eMmX9m/R58Tb67MjG/V5k33tRB2pvjYj135R6ud1//2meB+q8HOofn1fHvknoebR//Al9RMex0vd/uSjcWSM+hJvF7LUXhxdAMr7LhSxyyv7Y7JsTOOq/3aYynePaJJ/sxdNfE89skdz5eKU+i0rzGXZ6nxko/ikGYdjif1UPmdZ45M3QeD4Y+dHJxy7ABwQGEoCS65cFi3c96yObE+eYy61xjppSFErZ9ifwo1IDitXlI+Wr2gz2kf1INzRQDVqlPApXAtUEXebljGUscl8W23zfKTVVVSLRJyjvZ3lb23vdVqVnpkkgmgDZn1ujrR28ebFqSRdJF7ylKTZ6Qp2r/0TJP5oP50yEUTeRZm+/ThL7Z0Sb/JcNgXfgUsSv3Vy15sQesoSrEG95IcjIs8QzSVizxBNVo9M9YiDLOGkXw9RHgmgB8e8ZSFyX5EFqpsXCdEjRCPVrT4HLkSUdVzCjB70PbpiKg/6GlOfST3QK+kz2M4SHtX9w9Vzgv2G9LfX5CTRpuizNrlFFAuNy//1kDiiR77KZxc40vVVV8Jp+juke21+Pfvd34zFnrzTpSQAteN3evz0fXhcuSKalNrZB0efC+0r5AKci3DhOBJ5fGPv9Pjt3DsfF76yGItveNJbO/1TFwIQgEABAT0E62H9ZHu4bTzUe3098Nrzjo7zvssubVz7nZyH+oIhKBoQgS06HFf7zb7fLol7b7XXY/Q5sEv72Gj10tl2xYKPJYmDqh8mF2++bPXVdjwRS1Q3nY6xDEWSKWqsaYmd3WvZlCLNzrUuDk4attP3j5P2+tyq+WmyRW/s3gVM3W5nl0QoiTmy8ZOpz/jhqmTpJoSehETdX+wDok8MIs8QTjRizxBOWhsm62H2t2cvaKPFmqrdOla67OBlo4/KHotddlzqNRPQg7aLAWXY6DMmUUIP/3o/laU7Gk+CgQQRiSllNwEP7ZQoIRvC6BovlzggYapdkcfbq997vvumxjK1tOAhkUt1ikQa+afvpESTtKg2Vfvy5kv+StjxDaJVz/fgymuTzpdtvodOeAqe+ztVgc/Hk63aTNtFpVDY7fZYaR+5hwAERp7AGQmBE/NI2EOvojy+aOVPpOskD/B6EA6XfOl/HH7uD9VqkzxYx/vl2PWQXV+1K97/RHlWV4KSnq382Gvla1+UE/2hOxlLD+OKOPlOcnkfyvumbFXDomT9TLPyD9slEcFT3GcwloQA33dmnrWRQKDIFR3F7WVNe/Qk/eq4bt/jRX039asMq2dxorFQIhZKipyR2KYkn48r40dSv+glK4KmqH5cpnkzG99lb//JLvEt2sxY5foMhdE4Lt7oMyGxSN0qybfX2qUInjgl8+4RRFnj3G/VJv4nbKJJO32vsrHFWPOoOXHBZ6KniX/12dPcSsSSfbL5oMBmrys7vonQE6Kr6XubfESeIZ9biT0b7nd49NR5+tnalLSM69/t+n66gPv6E9BD1WbmpgSYdja31cOvHiKn8kBdRJd9OYroZJfdebr+g6ZckhDRTn31OnEamv8nT+txFO1StFRQYkpekhDQyj75oKtXUR9rIuDK+5z2R31kRdKl6/m9hJRWYkoRV4lPWQJUO0KwfiboKpq70P48m/Pyw7bt8mnHjzzG5EMAAqNLwB5nNjHv9dCtiImspTcNOFY+KRrD2rtgkYYoEWOplb8rQ7DQg3cohKitHvB3ttfP2+XCjfL10L2/lW2XPIwrT2kLuzSGiyPKU5+HW90dMsaMGylZ+Qx7uc2uhtiQFLkQMMfaS4hqK1m/WtYkESqdivrVkri0HXk+p/vt6X3C8GDzSyJOeoNuiR6+g73mQfPXiAizthLtNM+hgBWLYpYfb5cRJsuXeCYxRn2G868ongvC+eygb9miw3fSYqREndPDubb3R1vdiyw/tFumNuxA6BGOGif7ACDy1GR+/bj7DLHne5pm+8Ij9tRkrsu6EUZWxKcg2YNmmZQ+VrpMG9XReN08FrvsuNSDAAQgAAEIQGDkCbw+IfBv7ZKwv5MlEukhX+lg+5s5FoIsX0KKom30wK6IEF9yo2IlCR9xZIxurL6LRbfbrfqYaWWKxFA/LubsaO/DPVYkhiy1KxZlrK4idL5sl/KzxrTsRpJtElcURZJeyiOxQTYsSAQFLVPSZsz32/22jR5Sb5JnQxfCGhE5Sb5EA9l1hd2nBavYjoCFxKIr7FJ+2ue84XuaLw42gK5Jy/o0sPkkRu9O7G3YkrRb0MhI3uRxDMZJf17SXcRRQJbZTt8S7mR/pg/hAHl9ex05S6opgeQLy3KtGs2vxJ6ND1AU4KQksefjk3LJqD0BbYaqpGOly0TSaLmF18uKHsgCpggBJS3RKDNGVh/kQQACEIAABCAAgS4QmLQkq0Sfi5M6DZFH9/agvMpedEy1oj60BEaCUJgUPRRu6HxZUPjZpL334//h6kd4h/0oQkQP8Kqr5Vr6Y97HlPAzKSW2SICKxRW7tGQnTvZW4oFEhvlWbyfPL/kqUUbRRfLt6MQe9akkcUEikMQb7XcTpiYWVlf+aImc0tywYofv09FCHXaT3yzx8RJ7HYlNuhF68j8LQ11iX/rp5sAkkUfHdb/mqO9HHh0y1E6OqPGIPSM68TluK4pH+6VM9VjpnO7jbEXy+J4pWRuvettOjsUuGpcyCEAAAhCAAAQgkBB4OnndtAMif5608aieRhd6+Leb05MMjxryci1XCtPLyc391uzJVFmeALXU6kpQaqTUmK9J9eO3bov2atE+NE2XVfI9e+bmtM/L9vq+31G6nuf7njxenmah/HvTjTPuL8/Iy8p6XVYmeZ0TQOjpnF1lWyYiz11mYNO6Qok8mx3+9Uj7vZCGm4DEno320/5pk5Iie7Q2lTQiBCTy6IQiJT9W2k9EcgR+Oo6OQ1aSaJM+VroVLj9KWpu86njscANWjau+lSd72jkWu9W4lEMAAhCAAAQgAAEj8PuEQssIdvtbWEmbEHvaM3nzQg7JO3Pyu5E9cZRifk9aApWVNs7K7EKeInqKUhx51MX0eBf7oqs2CKzdRl2qDgGBQOTRRk6NhMgzBJPXponrL/hg9NLD90arrv95uuWP7XPwOvvfgjIqe7ot90NIQEurpnqsdCu3e3ksdquxKYcABCAAAQhAYLQJKILG/r7VcictV5qRjpJJ0dGyo3DTXa1B19Kg9exqiq5J2rUSP6YCP+/0Am3SrJQnrDyVlDctN5uKIUnbVqJWnvDU6dDXW8NJmxpndKblZKQuEiCip4swB92V/dCTcKdIHkSeQU9Gn8bf5MBjohlv0Z5ik9I99nkgdGsSlvpmSOzRSUg6xShr7x0t8dLJSxKEOj26WqfsaDPmrJOINO5vz14w5aO76ztDeAYBCEAAAhCAwBQJ+OlJx+f1Y3//as+bryXlZyavvoGz79XTaG71x+zGj2i8O6/fKeTvmYyRHtPFD49USg/hS9VaRjClG7a4X5aUO8t0dc/349rT5e3eryjZYPOS9ahWkgARPSVBDUm19c1ORJ4hmaxumSmxRykjskdiz1b2Px6PdGss+ukegTLHF3cy2lSOlS46+tlt6fWx2J34TBsIQAACEIAABEaCgMLYl9p1lP7Gtdcz7O9cbUwcJ8vb3V78GHBtHuynXy1JqpwjXcfyz03q+6lbivZR/fS+O0mzKb2o77Nt3L+w/lfbq5+6pXxttKzNmScl2W515asimE6y1xMtL45GsntF3XzVLm3W3O4R64ro8Y2gf2fvj0vskuAlgUx9qvw6u7qRWkUQdWMM+sggQERPBpQ6ZbEnT51mM9+XgsieHfJbUQIBCEAAAhCAAAQgAIHhIGCChDZOfpddEkAkSGh5VmOTYt3bFYs2duk0rThZMy2P8mgeiT1xG8tbaZcLG3+RVO/2i2zRGC8lY75k73WEuXw4rcVgslmii+qvDOxebvfqU0KRfItPzUrqzkvqSRyalJJ6eyUF6tft0tHsulfaN6mX3E7p5cGyrc3u15atS73WBBB6WjMa6hpsvDzU09eW8RJ7ps3erq02VIYABCAAAQhAAAIQgMCwEDABYrVdC8xenQoVR+YESfd7WLn2tZHw0Uh2e4nd7GzXyWG+vZeYsp36TeV36/Ym60grLkJbddz6grSN6QGtXBE8+k9bHaUeJvczfUz4vkGl9PHojSLrV+LQTLuOTPWr+5lW7pFQqeL2b62v0kKP9d7JiWrtGzUiLdYeET9xEwIjQWCt6Vq9R4IABCAAAQhAoK4Elly5LDohWlJX9/Cr5gSWPVB2y5ZiECYgaMmWrrQIktswETCOtgq6clPSt5YyNaVEmJmUr0pWJiEpr0zCiuzMtbVgTAlQEnZCoajJLr9J/GuyoaBfiUgSitJiUVPfLfwS/0yfUwbeZve7ZBrdnOkbVJeoSpVWBBB6WhGiHAIQgAAEIAABCEAAAhUhsPSXD0S6SBCAAASGhIAihMoIPbOHxJ+hMBOhZyimCSMhAAEIQAACEIAABCBgO7O+fZtowTvmggICQ0lAET1nnXfLUNqO0T0nsJuN8P2ejzIiAyD0jMhE4yYEINAZge0OWRJN27DpMLuWHemo8awjyFs27KDCFgu/Em20y0fiY811dPog08w5e0Zz/tvZsQl3nt7d/aLko04qI0EAAhAYdQISeU44dsGoY8D/ISWgpYcIPUM6eZ2bfU/JpuzRUxJUmWoIPWUoUQcCEIAABAZCYL3Nd4lmv/ub8dgIPQOZAgaFAAQgAAEIQKBNAra3jfblKbN/TZs9D2V1nRxWJs0vU4k65Qgg9JTjRC0IQGDECfQzSmdYUSuqqNuRPBJ6FFG1+mmdJEqCAAQgAAEIQAACEKgpgc1r6tdA3ELoGQh2BoUABCAAAQj0j8DDT74cPfxEr06O7Z8fPtLsTadFszcZ7J8w19/zfPSx0x/pv/M9GvHPtl8vOvuIrXrUO91CAAIQgMAIE7izrO9jY2OzLBrqmbL1qZdPYLB/JeXbRQkEIAABCEAAAl0icNF1z0ZnXPJUl3obfDefXrRx9Bm7SBCAAAQgAAEIVJ7AyjYs1CaPv26jPlVzCCD05IAhuzMC75g9I9r11etFx/7Zqyd18NVfPR49+Mzq6Gf3PzuprFcZr91gWnTVh+fF3Wv8b93yZK+GavT7tbe/Jjpwxw3j+znfv7vn4zFA9Qn4hs6PXv6F6IXHbos2+pOPxhsoe3r23ovjzZtVlpW0dEltNt3tk41i1X/SrrwUjqklVZu/7ahog+0XN6qXWYqmzZXVJrRVNrq96bHzNmPu1P8dD/9tYwgx8HttOi2fSO0TWH/LbaKZW85tv2FFWqx8ZFn03CPVOlZaJyAtufjQihBq3wxtjLpw37Pab0gLCEAAAhCAAAQqSwChp7JTM1yGbbjuq6Jvv3PLSEJPXnLx54CHN4yO+eXvowefHfwyAgkyf/WGTaI9Lyi7R1ied+RDoDWB9TbbNdIpWekkMUVXloChPWp0ktWr1p0QD72tRJ9Z1ualZx5Md9d0r3ZzP/yTSe03M+FH4tGDPzk4c/8blYfCkncqe3S5vX988enC8cPCTvwv3TkVSxHY7r2HRm/87yeUqlvFSjd/94Tolu+eWEXTsAkCEIAABCAAAQhUhsBalbEEQ4aawPmLZheKPKFzEoPOX7x1JHFokEmRN7pIEOgXAUXGaFPhhy85PN60WJeifDxJXAmTRBoXeRRJIyHI2ymiR1EuiqIpSupT/Wic9JhqnyU8SeBxkUfRO789e0GjrSKBlFyAKho7Xdau/yEfcXP7ieZJk+UeAhCAAAQgAIFWBGz/l0V2LbFrPLhOsve7t2pbp3Lzd4Zd8jvk8Dnl98JP23OHpVi9ANuiTyJ6WgCiuDUBRcVouZYnLZH6lzufjp5+8Y+NPIk6qqdLy6l0KcJHkT29TIoaYvlULwmPTt8STNJCTJb3EiQkjOSldASNjgyXEKO+JZ7ovUfJSBjx+4d//pmmyBsJLq9YNE0ZmyQsSbDxpDH/+MIz0exFp8dCkS4XTzTeJskSMbVR2zBJYHrJfFRb2Ssb2zn2vB3/8xiSDwEIQAACEIAABMoSMAFja6t7hV0T+zk0N9T/sh1ldc61178wUWLwSw7KOtZBPfNzmjXTXgFpFqdY3ilWPtMYrOqg69wm1ues3EIKekaAiJ6eoR2djvedt0HD2cX/+mC8D04o8qhQ98pXuS/Zes+89UcHEp5CwAhIOMk6Jjzcm2et9db8LvQ9dSSkZLWT6NJq6ZQEnFDk8YlQno87I4gK0ntfJvZYEr2Tnjy1dWGoVURR2LZd/9Pjcg+BYSNw0qlXRe96/znR2KwTG9d2/+Ub0THHXxY9teKFQncuvOj26EMfu7Cp7SavPSlue9+y/I211e8nP/uzpnay4bv/fGPheBRCAAIQqCMBExk2Mb+W2yVhQ2HJc0zIGPPL7rWBofZwOMiuS63+mL3WOX3GnHMW64iD3a9j10TIdhR9oAfOa4NlUp8JENHTZ+B1HG6bWRKGo3iT5VsfL/7DVYKPon0UzaMoH0UCtWpTR2b4NHwEymxe3MqrvM2W8/bZUcSMUl47la0yISfcZDltg8rzksQajSGx5g9JpXDMLHHJ+1K/aheKRHnjeH6eH3n+t+qP8u4TuPH0Y6JHrr8seuKONaLA3H32j7axS69FSW0fuOzC6NmH72tU2/It+0RbvXWfaJePHZ3b9O4ffze6+6LvNo2p+v+fvTcBl6sq87032ICAQMJgC2GIAWRoEDC2CGLnoIkC7QBeAUVmEdqByXuvBPS5QH8KgXs/maS7GVoI0CjgR0C9BE2UE2UQJRAEBRlCIAlBMCRMYdR872/Xfiu79tlTnVNVp3bVfz3Pomqv8V2/XRVq/8+73rWz5TXXr+7JWogrs29bxcIBINIgACG8zPrx4cHEXTcdwiarLyIOfcnTzpwcnHLy0K2bUz51VTB3XuOx79hBpn9anyEGqEAEREAEeofAjdFS9jNRY2ZyWZSZtoMQcZVlxJ59LA9pl+xX4WtctZ+wddf/x2zv3zQG37JyvJuOsYx3k1LFCcijp+I3sBvMd++drWw7VpmEZw/bqciIPAg+C495T5gJjJyVEIVokxfbBwGJNn7SFlvEkmMzB2V+MlZam7gNzOt9fKwHD9s6LMuzxcf4hHk8/ftHN63bwRhcU64kAlkEiJ/jiS1aWYktWHkpz+PHx3UPHsbx93n9aOf18b55dqiuuwksMIHmBx/ZMHhw+jkNggtWUzdn6kEBQk5aiveNizy0RTSi308Pe3+DAOTjIPLcddZxQ+bEDvpUNSHEIKxMGD82FGRWvnh6Pd/zq2ODyXtPCEWXgw6/YcgSXeQZO+btoSgT73v99APDviQ8e5gnnrhG5GFe2nrfAw/YMWwmr54GXLoQARHocQImXuxgS5xk+Zo0kceXb3Ur7b0fbXqxe/XYK7FsiGNzdRJVQR2xgOZHfelPPBxsaUixNkO8iLLqrPyDlq+OjU3MoVIxhqwdMXjw5hnyPx/EHitH4JkUtUuaO5LrbUfSWX2HR0AePcPjpl4xAj994uXQM8ePVSdGTzMJoQhvIIQPtnNlHYHuW714xSsoLbl4k1Wf1ievDDEn7ah4BB7Kv/LescHnZy7O9EqKH7Uen6e21vWCLX+3RuZ68+xSnQiIgAi0igBiDEIOCQ+c93zm2AbvHYQYBBnEl7XMwybunVPUF5HHvXVmfWVK8Imr72nw0mFMEt5Ck6ZdH75HOLrX+iEaMS/2VC3NHqx58iDyuMjia8CDZ5addscWLrx7EIRcvIkLRLN+fFgo2MQTY5FpVxN6bg+OPWpigChE8nkvueAT9TEpR/TZ+r7afAhBaV5EDRPpoqsJnHn2nICsJAIiUEhgYtTirKKWJnSsMIEDoQOvnnGWFxX1SdZbfwQb9wyKV3scoFSvouQ4Wdc2/MlWRyydeELIusvqzo176WSM4X9RfyCj/l4rZ/20a2Wcnl0y5ksrfjytUGXNE5BHT/PM1CNBAFHF4+645wsCB+/jQZrzwF0bCTcuGKW1/cSEmgdMPCZQvB3iiXvY5Ak97lHkbTxgMx5GcZEpLvLgefTlXyypeyJ5EGnm+w/zzsny7EF4+vXiFcEhMxfV+zKOe0EhFuFRpCQCSQLxbVOrW4DkrPS2WEyftDZ5Hjc+bnzrVFlPHR83b3tXmj0q6z4C7qmDgPOxf5s1ZIvWHqddEpBJCC/xdNd3an8Azeo78fhpwX+76fFgox0mhsLNA5GwwxiIRJQhLrnIQzmij4tJtKlycgEmbQ2P//6E0OPGRR7auMcNAlFS5ImPgacPgk9tK9ft9aq59z0dij7xMb3SBae07WRp9qlMBERABHqAwMejNTxZci0/i9oRvHk46QvWCaGEeDcENQ5jAdl73CpRZ28ZrreM9cMjCJGHcXaMjb1uNB8BpYs8e3xdS61PWno4Khzu+tPGpOxTWRXJcltXvqt6soOuMwnIoycTjSrKEkC0IMjyv39k0/oR6+5Zc+o/1kZBTEFYQTBB+EgmymiD6MHx68m4PZRRRxveI6wkAz7/84RacGe8g5J1yfmKrhkfbx0Sc+K1Ex+TtbhXD3ax3jRPJNaByBNP2LfBWqvXj3ZHwErrW2Sj6nufADFtiJlDTguoDIG3b7JzLgiPuZPWyAMpx2Pn+Hv6sX0sS8jx2DyvPZf1R6G0GVXWbQQ8Hs964yYEiDJZCa8aPG0QbN54cVnolYPog1BDWV5f2iIUsRUL7x6PveNxgIjhk0yIPXgSPV1RoWfywITQU4egyHjclImLg3cPGYEn6QWU5MP1gfv/Q0DA5lC4OTMIRR9ylkA0dsza4TDLlr+aNpzKKkTg9FMnBWecOlAhi2WqCKwiMPjrBcHe/zy9W5FkCSBl7f1Xazgn6Vlj1w+ZCPNlq/ujZYId4znUbDoy6oBXUP1hivc2tsfX4X/kA80O3M72ZtteNn4t6GTxRLcVN1GLsgTk0VOWlNrlEkAEQdAgp23d8uPUr9138zB+DmJNMrmHTdppXHttVmvvgogLST4GosuHozbuHZQcv5lrxo97B6UJR9jr5Wk2M9+/3Z9+Mgrb3TzJo6eZO9NfbZf/4QfhgjnCPB6zxylklccpEag5TeyJl8dFJIIsu1fPO+3I97REXxeJ/PSttHYq634CLrYQbLko4e2DoOMBkpc+XAvY/J4DirdWIQa5SOTizesmGJHWXG9owGXmICMqkauWEHYQeBBu2GLFqVt+2lYyro6vbe59tQDKE3cbGpw5bf3ezk/g8tcsLyIXgPJO7EqbR2UiIAIi0EcENhruWk3QYLvTuy0T44a4PA3ZyhF5SO5lFF2WfvH/Ub+SMvYb0SjMjQdRN6UTmjDmlibaqmkBAQk9BYBU3RwBPHPiwZYRfchxDx2EDQSfpFjz0/kvhZOlbd/yLVAukLjw49YhtCDM4H2T5jHU3CqChu1UWeMh8ux09ePhliw8mtLSr58e6r1EuzThKK2/yvqbgB+rzjapLe0En/jpWhtNPC54197fKQVoi/2vGtJ33L4XhX3jx6xzjcjzvB3bTmI+2sVFJub1vnj/YGM7kwebxoY0waqdc/fD2C704NHTbPK+CDhlkrd7OTqVy1+zTtZym5IBnsvM1Q1tiJNDbBz35vHTtlz44ej0oiPW89bhHjp5bVQnAiIgAn1OwLdibVWSg7tJP1KyfbzZ0L9iD2OQtC6ReIOINNLk2wyyBK3towmajk+UZpjZfZCVF/8laVXn36SNo7LhEdDWreFxU6+SBNwDx1+Je8OWKEQZ4vj4li2Gc5EGb5/49i2PvXO7iSYIJIhG8a1c9PW4PXmxeUqaHDaLe9kkt5E1M44EnWZodXfbTcy7hVw2PXwRJ3WOPD1lQVsReRA6agJLTaBhZLZVsXUq73h13/6V7Et/vHEWz+SUzca01IQe4vcg6jB22viMu/jWryW7tvw6vjVs/ME3h+Njc9ZWtpYb0CcDZoktrVx+mudOK8fvxrE8eDIxd0h487B1ilg8bLvCi4dTuLK8cPLWpC1YeXRUJwIiIAIhgZrraRCcZu8PizMxEYIgmRNt61MoLtg1Qg0/9Nh69Xy8bcb75FHB/tdd+g9k9ClVnBR2bDy8g56wzog9a9olJ2QNJ/m6svb9vysatMz6c+c3ezexBtflNmqsfNbWdXsT7dW0gIA8egoAqbq1BBB8vvzLmns6Iye9enzbVXwr1F7RNi/3+HGvHg/OHG7bSrRprdUaTQRGjwBizoLrPh08dydx/VYlxBjKi45XRxBZeNPhoajjCZHmmdu+GZZnJeajPumxwzj0Ze6s+D1ZYw6nnDkQduLHva8ZO3p+OGOqzyoCLvB0YnvUGy9VbwtWqz8rePcg+jz/1ClhwGS8fDwAs2/F8i1cRXPPf6LGc+Jum4VNfWtWlpeQb9nKiuFTNJ/qRUAERKBqBEw4eMhsJnjxoSY87JuwHwWe06o4Bp0gxjV35iCYmrLOLVLKkmJJbWvC8I4nTzpfcOpXMvn2gXJutMnedm08EKMQjA6MxKR6q+ga75snonYpI5QrsrHw5Hm2XOt6q8ubbK/mBQSSH6qC5qoWgUYCfny4b2MqwyceeHnL9RtPnCJQ8bTX31nfvoWXD6IPXjW8J9GfIM9+FLuLRfT1NmXsUBsRKEPg8asGyjTLbVM0BmL5Ni+lAAAgAElEQVRGngcQIgfCDjmZEF3IeQlxZjixdLxf0fg+N+3T1jHS9SNWyYMn7w4Pv863R3m8nbyR2KpF9uPO2YrlZWW2b720qHbkuLd9R7RdLEtk8i1bw9lWlreOdtfhqcO2LIQcjlHPSgfuv2MYSHnuvKfDJggwZAQZxkgGZMYbiDH9aPRLr6z9oZrAzyS8gshFnj7a8pV1R1QuAiLQowQIfkyQZU684q9mF5mQscjyTLvmxKoHLd8Vrf3rVh7fPuSeM8S+OdTqrqFdJAw1xJOxujet/OtWzclYzPVlK0Nooj0PPN+2jMdQ/Ih1xBu8dL5tbaZaezx3OPEqnCeREKCwE3Fqj7id2GblV1u+xsqz/8dTGxDXcGycZv2+Fdnt9mELa2g62VjoClMsw7hs8OX4POc0Pak65BKQR08uHlUWEXBhBa+apHdOXt8N1sz+6Pn2q3ALlwVYZux48GJEHzKxfKjzeD3/d/6qAMd5c5epe+GNv9ab5R0Rz/HoC495T5jz2pWZU21EQAREoNMEXHRZcvfswqkftKPROQmLV9JG29f+qMhJWsmESOPtqEMQ4oQvRBuOUyetZcGWSXmePh6UOWxYkeSeOTURZ5UHa9L8VcGTa6dhUU8AZxJxfOJBk/0Y9ff/06XBFNvKST1iEMJQ/EQvvHtoS10y3TDjD2GRC0XJel2LgAiIQC8SMCGDbUh45ODJgtCy0ESJMFCyvX/Fcjz2zfGR0BKiQASxFxc+ro71Q3BJE0TOt3JEmkmW/xhrT7Bk5qbuVsue3HuIur9FNi2093dbxt56ioQdnxOxpx7s2Roh8tD+uHifjPf+V0PmfCOa0+2jy9C/KkYDWdstLe8W5c/a6zGW/4fl660JrBC/hiPy/E9b34sZ9qp4mASyn7aHOaC69ReBeKBiRI8yYgdxevxEqwf+8voQYC707LzxWjbeWmF9MiCyX+PVgyCERxEePa1KcbvSTgjzebzOYwe1an6NIwIiIAKdIIDogtiDMDP3ojRv9ZoVHK1OJvkJXXj2INwg4iT7cvQ6ZT/4yIah4INARHJvIN67yOTjhg2iRBmePi4mxeu6/T3iiws2Uz51VSjKxLdT8Z5j1/30LW/LuhBtfEuXn9JFOZ46bPfCywcBib6UXX9VY4xL9+5xIchZ4WE0d96SUBhifCUREAER6CcCJiLgwcM/fvtZTnrLcE05IgqiD0JQfZuX9TsvqndkCCo7Wh4iiFhbEh41jBcXaniPJ89hNPCB7C3eQ3tYZnuZJ9qdEruuv7VybKF9cg3MuZ3Vr0jrFy+L2iB84XkTT1yvWzDG/7E290aZHwWXWf7flpsJuNwwqV3Ms4xAptRiAhJ6Wgy034bDs8YFFsSbW/bfMgyynObdQ9m/f3RT23a1cR2Tx92Jc6sHZTZvHoQUrpMBkd3Dx8f6t9+3NvZD/Oj0+FHrcTuxzYWtuMdRv30GtF4REIFqE+DIdBKCzM+/MqUu6FCG2IJIM2fqQWGbnY44JRR3PO3xzdrv3GRfxvzE1feEzRB8EIPG2xHu9PeEyORCkY9PHSLPvZHotNnuNe+feqeKvOHELQSVmifOHcGGW54THrFO5r3H5SFeT9LDhu1eLsYg6Hg/XuOeOoyNoBNPCEW+/Qtxx/t6v7ioVBGUMlMEREAEWkbARIyZlhFbVotlrilHRGErF4JPw4NFVO99Jtj1Q5ZXRGMM2SoVtaddvM/MtIVYm99YHoi1DdvZtfevC0NROe2Ta2DLVukAzdYW4euU2JzYyXWhUJS2hhGU4fb6MZv3rRGMoa4ZBNhLpyQCIyIw9fZng/faNio/qaom8mwQCj55iWPXs2Lq/F/zzgmFFBOP/MSu+Fges8fnTBOM8uamzk/EYgwEG98Oxit1iEcISdT/YN9x4THx7knEGl1koi11SiIgAiJQRQIILpOmXR+KOWyvIsf/tOhrQqhxUcjLvC9iUF5f2j9t4yLiMI4nPHwQgkKPofev1oAPESguDFWNLYINgs7swflDtlIhuJCTIo+vkb6IM/R1Ucjr6Ic3T1hv3j14/sz68WH1YMy8RyCK92Men7NqHGWvCIiACHSKQCR0IPgodYbA54z5c52Zqv9mkdDTf/e85StG6NjvpqeCf//IpvXTr4om+fIvluRutcJDBiEFLyGOVU9LiDtsA4sf0Z7WLquMcelPwhOJhCfP1NtfC9+7wORb0q7dl9hojYm1f37m4rpolKzXtQiMFoGiAMijZZfm7U4CiC+b/fL54AHz6iHmTjxAMmIO9fFtV/FVUEdGsEHswXvHE9uz6P+ybQ1DzEFMWmpePS4YuZBDXbwfc038Ws3TqDuJlbOqLq5ML9c+3sqPZsc7KC3hDYSgQ+yd+ElavKdPVr+0sVQmAiIgAiIgAh0kgCfPLhJ52ktcQk97+fbN6Ageh8xcFHrG4ImDx4t72zgEBBnElTQPnSSoWsydl8OTtZLxebwtYhBCjR/Jnhyj6Jpxp97+57qgRPv3RjGBvC+20o41xbecucdPfItX0XyqrxaBxUvfCn776KvVMrrPrH3p1b/12Yrbu1wCHyPAJL12ys5a1G8nE4DY4uVBmH1cxJ4qe+6U5dOOdmzVigdjbsccGlMEREAEREAEWkiA2D7HmMij4MsthJo2lISeNCoqGzYBPxGrjJhTNAkiDDkrMdcWlz+SVR2WszUsrw1CjQd/zhqo2TUV2e3z5NmVZYvKO0fgpt++FJCVREAEWkMA7x62iCmJgAiMjMDgrxcEZwSDIxtEvUVglAgseHL5KM2saUeZAMfYH2ECD8GclTpAQEJPByBrChEQAREQAREQAREQARFoBYE5tz8ZkJVEQAREoMsJPGv2XW75/5PA0/k7JaGn88w1owiIgAiIgAiIgAiIgAgMi8CkvbYKBj48flh91UkERpsAHj3Tr71/tM3Q/MMjsF5BN7ZlLbVMsL65Ju7cV9Be1W0kIKGnjXA1tAiIgAiIgAiIQG8TWPDU8uCMswcru0hto6jerUPkOePUgeoZLotFwAiw9VBCTzU/Cibc7FtNy/vTagk9/XnftWoREAEREIE+JPD4T64MnrlnsLIrf2XJgq6z/cmnXgjOPDvtQPquM1UGiYAIiIAIiIAI9AkBCT19cqO1TBEQAREQARF4ecmTAVmpdQS22nKD4Mgv7Nq6ATs8krZRdBi4phMBERABERCBDhCQ0NMByJpCBESgewmYG+qJZh1ZSQR6nsDWnzgi2OaTR1Z2nY+ZR9LjP53eVfaP33JMpbfRaBtFV32cZIwIiIAIiIAItISAhJ6WYNQgIiACIiACItD9BN6x2fjgXRMHut/QDAufmTuYUaNiERABERABERABERABJyChR58FERABERABERABEWgDgXPOuyOYPTg/mH3b/ProE8aPDQ48YMfglJP3CsaOeXvmrDfM+GNww01/CHj1RPtjj5oYZsYpk6Z8+upg7n1PB88/dUqZ5mojAiIgAiIgAiLQAwQk9PTATdQSREAEREAERKAVBOZeNDVY8tvZwdKHOBm1lsZPPjDYyjKveYm+T86+IXhp8SpRY9MPTA42231ysNMR5UQG5v75V6YEE4+fVrpPnk2jWYfAEhd43Jb5C5YFCECXXjE3mPXjw4OJu246xMysvsuWvxb2JU87c7KJRR8a0jdeMPX02aENeYJS7gCqFAEREAEREAERqCQBCT2VvG0yWgREQAREQARaR2CBCTR3nXVc8MaLy4YMSh15qYk1CDDJlNcX4YZMm0nTrg/WGzch2b1+jUB013eOy6yvUkXoyWMCC143eN/EBZm585YELsAcdPgNweO/P6FhaS7yuPcOgo4nvHsuvXJuODZjkLLEnoOOuKHBG6hK/GSrCIiACIiACIjAyAisPrLu6i0CIiACIiACIlBlAggxc6YeFIo8eOAgyBxxz8p6fs9njg2X9+D0c8IcT0V98eRZc/2xoYfQLPPUSROSGA8hiPq4N1CVmbJdi5TmdYMHz6ybDwtFILx74l4/cYHonl8dG/aPJ7Z80dfLzznv9gAvn3hijK3fe2Eo8qR5C1WZq2wXAREQAREQAREoR0BCTzlOaiUCIiACIiACPUmALVckRJmP/dusIVu09jjtkoBMeuTGSxsYuAdOVl88gP7bTY8HG+0wMRRxHkgIRZQhMpFff2lZ2K6XUt6WKTx5Vr54ejB571VeTmznIiHk5MXgwYsH0ae2lev2BmQ3zPiDlb8ajnHJhZ/sJZxaiwiIgAiIgAiIQEkCEnpKglIzERABERABEeg1Ah6Phy1VaduyfL149eDtQ6we98pB9EGoQZzJ64tHT10omnFpg1cPnj548zD2J66+J3drV5XYTx6oiTfHnfjTMJ5OmYR3D9mDNRf1OXD/fwibJOMAsVWMwMtZW7qKxlW9CIiACIiACIhA9QkoRk/176FWIAIiIAIiIALDIuBBlxFwihLePvG09OGa98l7Dqht7crrjxhEZr6nbauYB3amDIGn1zx5EFkQbfDQIZYO2QWcsWPWThVh5t63JEQ4cbehwZnT2Ho75oknhB6l3iZw5tlzArKSCIiACIiACGQRkEdPFhmVi4AIiIAIiECPE3ChJy9IchYC71tWpPF2L8dO5WLesv2z7OjW8ksu+ERw/fQD66KOn7aF6LPa+mcGBEtOxtdpZi0IRkoiIAIiIAIiIAIikEZAHj1pVPqw7G+vvhwsvfybwfr7HhWstc2ufUig+5bMPXn9sXnB2jvv1X3GySIREIGeIsD2qnanNddr/xztXkOz4xNHh7wqePIdYfwcPH0IlowXD0GX82L5ZM3JOEr9SeA/5l3cnwvXqnuCwHe/eH7wyNxHWUuxO2hPrFiLEIHRISCPntHh3nWzIvK8/tj9wXMXnRS8cvetXWdfvxmEyPPcRSea+PYt3Y9+u/larwh0kIALPFmnYbXSlDcs2HK/J7Z0IfoQQ4cgzL69Cy6+Fcu3cBWxmv9EjefE3TYraqp6ERABERABERCBPiMgoafPbnjacp//r2mhyONp2bXTJC6kgepQmYs8by5+PJxR96ND4DWNCPQhAd+y5fF28hCwVSt+6pZvufItXHl9qXtpUe3I8V7dquXrx1OHrVlTPn11LpID998xrJ877+nwlRg+fuQ6YyQTQZ3nzqvF8aHu0itrMZI88HOyva5FQAREQAREQAT6l4CEnh6/93jqIBxkJUSeFb+tefDMmDEjOOKII8KmiAvLb/xeVjeVt4lAXOTZYIMNgk9/+tP1+1HkafXm4scCspIIiIAIlCXgosuSu2cXdnnQjka/66zjAl5JG21fC/r7iJ2klUycxuXtqEMM4oQvhCVO2Orl5J45nIYVF2aSa/YgyvFYOx5ImTg+8SDLfoz6+//p0lBAoh4xCGFIp2slyepaBERABERABERAQk+PfwZefeCOcAtQmtjz8uCP6iLPFVdcEey///7BlVdeGZx++ukhlZfn/ChACFLqDIGkyDM4OBjcdNNNDeJblthD+Z/PPcbu8yudMVaziIAI9AQBRBfEHoSZuRdNzVwTR6CTSX5CF0euI9wg4iT74vlD2Q8+smEo+CAQkejT6wnxxQWbKZ+6KhRl4kGXeR8/dj1+ShaijW/p2vq9F4Z9ScTwYbsX8X4QkPDuoez6q4pPS+t13lqfCIiACIiACIjAUAISeoYyqWzJypUrl5vxn0kugC1ASbEHYWD5jJrHDiLPkUceWe92xhlnBJSR8PaR2JMk2vrrNJFn111rQbER3+KeVkmxh2s8sFLSnVZ2d0q5ikRABESgTmDi8bV/PxBkfv6VKXVBhwbE7kGkmTP1oLD9TkecEoo7nvb45iXh22RfxuTYdBKCD2IQR6rTvx8SJ24h2NQ8ce4INtzynHA7F5n3BGMmEa9n4q6Nx6nPuvmwsC8JQcf78Rrf0sXYLgT1A1OtUQREQAREQAREoDwBnbpVnlUlWprYM2O11Vbb1owNw9l7Quz587lfDDY+5jvBG4seqwsDCAhxkcfbe9lRRx0Vij1vLn402OT4C4LV135HJThUycg8kcfXgdhDmj59ev3erbv7PmEspQyRhz+9H2yfh5VVYiFbRUAEOk8Ar55J064PxRy2V5HnpJiBUOOikFd7X8SgvL60f9rGxSuIcfohIdgg6MwenN8g0LB2vHjISZHHudAXUYe+Lgp5Hf3w5gnrzbsHz59ZPz4s3MalJAIiIAIiIAIiIAIQkNDTg58De7Z/LE3s+evzfw6eu+D44G+v145kReRxASENA2LP+PHjwy1dL0ReQRJ70kgNv6yMyOOjJ8We1//0u2DF3F+kTS6RJ42KykRABDIJIL5s9svngwfMq4eYO/FTuBBzqM/adkUdGc8dxJ54cGa2hdH/ZdsahsiDmLTUvHqSglGmYRWvcEEnmN78QvxodryD0hLeQHj83DDjD5kiD0LSyhdr27HTxlCZCIiACIiACIhAbxKQ0NOb9zWIxB7OXGXrzha+zJVvvBa+LRJ5vP3AwEBArBheXezZyLyC/m7Dd/Uouc4tqxmRx62Kiz0SeTp3rzSTCPQDAY5aR4AZrghT1G8n277FFq+1bJ6shGfRpKxKlQ8hQEwfBWMegkUFIiACIiACItD3BBSjp4c/Aib2cA7rdpYXskzz8kEACnbZZZfg/PPPL71yYsUg9nAKFFvAnrWgvzrdqTS+1IbDEXl8oHjMnsTgp9m1tmulElehCIjAaBPAuwchp1/i9Iw2b80vAiIgAiIgAiLQvwQk9PT4vTdhh31aO7/tbW97w0UeRJsxY8Y0tXLEngULFoQiUU2kOEliT1MEVzUeicjjo6SIPf9h9/dsy4rJM8z7om4iIAIiIAIiIAIiIAIiIAIi0AsEJPT0wl3MWYN58axm1Zf99a9/XRORZjgijw+POER/F3v+ctFJYTBgpfIEWiHy+GwJsedf7FZvU94StRQBERABERABERABERABERABEehFAorR04t3NVpTJPJcZ5cHsu0KYaBZT54kHhd7CNR88803N5wAlWyr60YCrRR5fOR4zB4re5Qg3MRnEnsREAERSCPw8tMLgmfmDqZVVaIM+7stzbn9yfAIdCUREAEREAEREAER6BYCEnq65U60x44v2rChyIMnDtuvWpEQe2666abwWPbkcd+tGL9Xx1j2X2eHMY5afT8k9vTqJ0brEoHWE3j8p9MDspIIiIAIiIAIiIAIiEDvEpDQ06P31jw7jrGlXcbyWinyxHHFBYZl104LXn9sXrDhF6b2KNGRLev5/5oWvPrAHS0XedwqiT0juz/qLQL9QuAdm24VrLvp+Mou95UlC4KXlzzZVfZP2murYPCWI7vKpmaMGfz1gmDvf5b41wwztRUBERABERCBbicgoafb79Aw7IuLPFdccUXLPHnSTEFgwFPo5JNPDlb8thavR2JPIylEHti02pMneT8k9iSJ6FoERCBJYOtPHhnseuwZyeLKXM+79Izg/ku1TaoyN0yGioAIiIAIiIAIjAoBBWMeFeztm9REHsS70JNn0qRJ4faqdqeTTjopQFAiIWgsvfyb4clcSkHQKZHHWXMvYuks3QMREAEREAEREAEREAEREAEREIH+IiChp8futwXifcuWtC3LmjNnTij0LF++vO2rZB7EHrxW2KL03EUn9r3Y02mRZ968ecHAwIDf6xvszcFtv/GaQAREQAREIJPAOefdEUz59NVhsGbPW7/3wmDq6bODZctfy+xHxQ0z/hgcdMQNDX033PKcsO/8Bcsy+1J33Ik/bej3/n+6NLj0irmZfVQhAiIgAiIgAiLQWwS0dau37me4Gk5d4vQle/sowZIRAEZyrHpZRIg9bONCbHjBgg4j9mxy/AXB6mu/o+wQPdPORR4W5Nvb2rk4F3leeOEFpglFHvscrGznnBpbBESg9wjMvWhqsOS3s4OlD60SBcZPPjDYyjKveYm+T86+IXhp8fx6s00/MDnYbPfJwU5HnJLZ9cHp5wQLrF98zvd85thg4temBWuuPzazX7dXIPDMvm0VC7cXIQYBCOFl1o8PDybuuumQpWT1RRyiL3namZODU07+UEPfufOWBFM+ddUQEYlyxB/mpp+SCIiACIiACIhAbxOQR0+P3t/oiO11TPBZfP/994fiSyc8exB6EJXw7OGEqefOPcZe++u077jIg5fT/vvv39ZPmUSetuLV4CLQFwQQWn7wkQ0DRJe44MLiqZsz9aAAISctxfvGRR7aIhrR76eHvb9BAPJxfNzknI/ceGlmnzQbuq0MIQaRZ8L4saGwsvLF0+v5nl8dG0zee0Ioxhx0OLp8Y3KRZ+yYt4dCTrzv9dMPDPuS8Oxhnng67oSfhOPS5vmnTqn3dUGI9og+SiIgAiIgAiIgAr1NQEJPD99fE3tetbytiz2IMIgC7U4u9uyyyy7Bm88/Y549J/WN2JMUedodI0kiT7s/zRpfBHqfAGIMgssbLy4L8MCZNO364Ih7VtYz3jUkRCByPBX1xZMHrxyEnFlfmRLO4QmBiEz9HqddUp/vE1ffE2y0w8RQGLo3Q1zq9rsye7DmyZPmdYMHz6ybDwtFIDxs4l4/cYEIQSjpfXPgATuGfb38nPNur3vvMBYiDgIRbXj1RHv6ktK8jLqdp+wTAREQAREQARFojoCEnuZ4Va61iz1m+A1PPvlk6NnTabGHwMz9IPaMsshzu91jbdeq3DdUBovA6BNwTx1EmY/926whW7QQYcgkPG3i6a7vHBdeZvWdePy04L/d9HhduHkgJhQhEpF2tnldTOIakcfnezpqEzasYIqLLUnzH//9CaHHjXvoUO9xdBBmEIKyEh46CDe1rVz88x+E7RkPT560NHHXzcLiZctfTatWmQiIgAiIgAiIQA8RkNDTQzczaymIPVZHYN6fE8OlU2LPmDFjgptuuik0C7HnL3YaV6+mURZ57jaue1m+3by3DohOXutV1FqXCIhACwl4PJ71xk0IEGWyEkIM3j7E6nGvHEQfvG4QZvL6uscOYz8y49J6f/fiSYvfw5j0Y664F1CWfd1WPnmgtr2KuDjJ7VVZtuKRQ0awce+brLaUH7j/P4TVZT10PIBznoCUN5/qREAEREAEREAEqkNAQk917tWwLLWHftJu1vk6y/wqvAmxZ7fddguDBLc7eXwaAjJvfMx32j3dqIw/yiIPAR72sHyn5T0t32j5TbvnF1jehps/KlA0qQiIQCUIeGwcBJyihLcPgo4HSF76cC1g83sOqG3tyuuPcENGtCnjpYOARFsEqCoGZMbj5tijJobCDbF0OHHLT9vKEn7m3leLnTNxt6HBmdPYejsXcNLaeBlbuvAWQuTBLiUREAEREAEREIHeJiChp0fvrz3fb2r5GFve3yzfa5lf8Yda/ozlL7Hso446qq1iD/FpCASNyLPJ8ecHa4zbhmmVRkAgJybPEYlhT7DrRy0/yefA8pgRTKuuIiACPUrAhR4ElWaT90XAKZO83cuxU7my+nlsnviWrqy23Vp+yQWfCAie7IGQEWQQeVz44ej0oiPW89Y2dszaedX1Oub1oM/YpCQCIiACIiACItD7BHS8eg/dY3uY535+0vL/sIx3RzwttIs50ZHbl0eOHpch9nAa10knnZRoPrJLRB6OdidtdMy3e1rk2fALtZNoVvz21lA8I7UjCHOOyBNwyprdU+7xFok7x/VlZKvH64f9c7db+7cS7XQpAiLQxwQ64TWz5nrZMWfi6IkZRJBmtoqlbeuq0m1iCxZ5VfDkO8IYOXjX3DDjjwFePARdzovlk7XeMrF2EHmmfOrq0LMofmJX1pgqrwaBR+7h7zhKIlBNAiteqscJ+3tbwfJqrkJWi0D3E5DQ0/33KNdCe3hna87Wls+ynOd7/6+RyBOOZ+8Re5ba2xtPPvnkMEBzq7ZyIRq5yDP2kKnBWtvsmruGXqhst9iTJ/LE+B1u72/L4Yn4x/65/2N5Rk47VYmACPQJARd4OhEH542XVp24lYUXkYeTvRB52CrWa8m9exB+/Bh1RB/KfSuWb+EqWvv8J2o8J+5WC7KcbM92LTx5XOQpE/cnOYauu5PAd485vzsNk1Ui0ByB/8eaH9RcF7UWAREoS0BCT1lSXdgu2o7zezMt6cWRZu2VyUITe2bYGNta+aMuzIxU7KH/BRdcEE6FyLPu7vskpy28fv2xecHrj7b/GPhCQ6IG6+97ZKmm7RJ7Soo82DjHcppXT9z+/8N9L7UgNRIBEeh5Ar5ly+Pt5C2YrVpk307FViwvK7N966VFtSPHs9reddZx4aleVRd58NRhWxanaXHMeVY6cP8dw0DKc+c9HTYhfo4fuc4YSWGGbV+MyfHspEuvrMVI8sDP8XnYHkZ7PIXw5EmOlWWTyqtBYKsxGwTjx2pHdjXulqxMElj+2mvB/Uv+nCzWtQiIQIsJSOhpMdBODmcP7Lg7bmlizXft9eScub+UtVUn2vJTF3sWLFgQnpTFiVnNJkQe37q0/j5HDkvkYU5EnhdvvbLZ6dvWvqzQgwGtFnuaEHnw0lppn4UTzQwCMmelG60Nn4fLsxqoXAREoH8IuOiy5O7aUed5K8fThi1VeOawpWqj7WuxeThJKxlLh2DKT1pb33qFIMQJXwhLCDnxRB0iD69VF3lYl3vm1EScJXVhJsnWgyjHY+0QKBmRhsw4fkKWH6NOuYs9iEHUu5eQj++eQghC1191YH2M5Py6ri6BIyfuGpwxeaC6C5DlfU1gcP6CYO/LauEd+hqEFi8CbSYgoafNgNs5fLRti9O08rZsYcJ/5dkRiT2b2Xjz5syZ806OXx8cHGxK7EEccpFnnQ/sEzQjjmTZNmnSpPAo+NFKZ5555rCmbpXYkxB5OEL9YMScAqN+UlBPNfF6wu17JdqqiQiIQA8TQFhxzxy2TWUdk47AQyb5CV2IO4g/CDTJvnjmUPeA5Z1NFPK+SUGI8jlTa577zCCYFvQAACAASURBVF31mDzw8ZOt2JI15VNXhadcnXLyXvU4PIg2CDbUk+KnYCHazB6cH3r6cEoX12zzwjPn+adOCT2FEHioD711TMiJJ45zp67Im6ihky5EQAREQAREQAR6joCEnore0iZEngvtgb4e9Sxnua9GHiHhSVnNiD0IEu0IPowNZ5xxRo7J7a0artCDVesNfDZ49f45wcrXXx1WgOaEyMOQu1smFtNjeau2e/gWHjvWhgDMeSkUeyz9ZwnxKG8c1YmACFScAALLz78ypS7aIMaMj45bJ3bP3O9NDbdUkRBi4id07fHNS1L7MiZj/PyrU0IRiMR1XMjB6wdPHtKkadfX5wwLKp443QqPHUQXtlBlHamOiONbsXzJbPdyr5y8vi4Y+fYwP0KdcZiXI93TEtu42M6lJAIiIAIiIAIi0LsEJPRU8N42IfKwutOLlmjjbWNtwiMccBhBAEDsGT9+fOjZs+uu2cGUUwSJgNOnSO7ZUjR/r9W/ufix4LmLTgxFHk/NnMaVxjQa51G7N++ze3RfAbMrrR6hh5g9k3La0uZjNmYZT6GcYVQlAiJQZQJ49SC04FnD9ioy/3gkE0JN0uPH+yLY5PVlrKdtXDx4XETiCHUPAs3caXPS7xNX3xN6HVUtIcDgtYOHDl448YQXDzkp8ngb+oaeO9bXPX+8jn5487hnD54/s358WCjuKImACIiACIiACIgABCT0VOxzYA/la5vJbGwt8+e4G0wUyD22MC7yOArEHtILL7xQ9+xJE3s4lh2vG9olU7+KPS7y/O3VV5JISnn2ECMpi2k04L12z3Jj7ERePRda+ystv2Q57xzW8HMksWfI7VKBCPQVAcSXzX75fLjVipg78VO4EHOoT267ckDUkfHcQexhK5cnBBr6v2zeO75Na6l5BSEYIfz0enJBJ/y/dpPJj2bHOygt4Q2Ex88NM/5Qj9WTjNeT1k9lIiACIiACIiACvU9AQk+F7nEk8vzJTM47ZYtTl9jmwzEep+UtL03kSbZ3sYdAy/vvv3+9OiHyELjhV5YvivdH7Hlz8aPBJsdfEKy+9juSQ/fcdY7Iwz051PIcPHsQc9K2pMEUxmnCWQJWmRg7eHK9bqLPq3afw2DbOcAl9uTAUZUI9AsBjlpHgEl67ZRdf1G/nUwAIm7PWjYP6fMmLCmNjADCjsSdkTFUbxEQAREQARHoRQISeipyV5sQebaLHu5Ps9fMeC423gG29LzTmSBzk+VnTHj4lwMOOCC44oorwlg8LvKwvcvGWWzzHBJ5kbBnq0FQeHPx4+E2pl4Xe165+9Zg2bXT0j5NiDx+T0LBhdg/iD3xo+zjTK1NqnCWGDxX7Il7cvE5KCn2jLN2k/n8pC1EZSIgAiIwEgJ497BFrNfS8hdeCwZ/vaCyy5r3wDOVtV2Gi4AIiIAIiIAIpBOQ0JPOpatKmxV5MN4e1s/OWoSNd4zVFQXrrW8Psvb44V/mcWYQKGIiz7aIPNGcqYJCr4s9OSLPncalLpzEBZfp02t+/LBMEXnCmDnG/bWC+4TYs7O1OYn2Wfc7dm/Wsfd5HmF7Um9jhsJU3niqEwERqCaBZ+4ZDOYFZ1TTeLMa+7st3f/An4O9/3kYe7O6bSGyRwREQAREQAREoGcISOjp8ltpD93bmIl5225YQd1rpGg5zYo8jGcP/ZdbP97WxR67xpMHkadBELDrXLFn7Z0/XGRi8Ppj8wrbdLLBizOvzJzub6++HLw850dp9XjlDAlyHOfjYg/BlxHO3va2t93017/+td4n4o7Idm/aBFHZCfa6qd2PIXMl+3CvEHGsPE/sYVugxJ4kPF2LQI8Q+PO9cwKy0sgJrL/O24J/3ObtIx+oS0bYYfO1usQSmSECIiAC2QTst+y+VnuK5fiBI+fa9Qz7rfub7J7FNTb21daKcAtb2FiLinuMvIXNSST9d1te3ebM/cPtcGezOT5ofe+yvJ9NMXO446hftQhI6Oni+2VfyjIiT6qgkFyWjYVSwxm3ZyXrEtepgX4j0YGtYLfR3q7/EeEgbSwrzxR78O6pWnrx1iubNTn3nsT5uNgTiTyfSf4Db9f32a1rWYwd7pmNV1bs2d3aL2l28WovAiLQfQQ+gCCxby02TvdZ17xF4XpGOW0/bs3gqhM2G2UrNL0IiIAI9AcB+/26hq10luW0E2W/YeXfsDbX2Ovhyd/T/UFIqxSBRgISerr0E9EGkec6W2rRSV172z+Mg1lIqItEB4SeXAHA6lPFnqyxe6g8V+Txdcb5GNPF5slDnKNUFb8kSw+oHMZLyuNp9S725J3ehmfP09xv5s8bT3UiIALdT+AD264dkJVEQAREQAREoKIEvmZ2I/LgvXOR/T6te9zY79UdrIxDaPDGwRP+vKqs0dYxod222hx4OoXbM5T6h8Dq/bPU6qzU/rEaMGuLtmuVEhRsLL7UZUQeHugHiyjx0F/2wT9qx5872VrWD4n/wRRuoXIQzsdeh2yBS8IqyRKxZ77d8sKnORsPb6yDLfM5ykuP2nh4limJgAiIgAiIgAiIgAiIwGgRON4mfsLyVPsd27Ctyq4fsvKjI8NopyQCfU9AQk+XfQTsofoYMyncHpWTvmR1hYJCkyJPW7w27B9ePH/YKnRhE5kgxt2UytjOtquzLad65WQtBj6R6JLVpF4eY5knnHmMnTJiD7ZK7CkkrwYiIAIiIAIiIAIiIALdQCDrt7aVv2l5Nct1Dxl7FvqgZQ44Ia5PQ8qro2Gsnv7saiDOTT3Z9TrR2Cfb6xqWz4muaX+yN6RfrJxx8D6Kj8MfaelT97ixt4zNuJR7ZvzN4315b2WMz7jejvEa1hu1yeKwb8o8SRs3j9pgE+/ja72asqRduh59Atq6Nfr3IP5FR+QpfRpWnun2heNBPy/orndv+9acSMg4Mc/eeJ3ZPmDXRWJX2eFG3M7sL237iCcrGACWxqdsjJ3C07P4n6WNh9hDytvah2dPavymApNVLQIiIAIiIAIi0EICV957fzA4f0ELR9RQItA5Astf41DZYaWLrNd3ERnstWHr1rBGy+9ErJ94LCDe32VzH2Y/namLp3fZRTJ2EHY+FzUiwLMnxvmj1WUGe7Y6YhE9aJkAzfHkcYg2Mhuep8LaslUtPj7F9LvF6s61dgStTk3RPEm7aevzpAVuxlvqu4kBseHQvDWlGqDCthOQ0NN2xMUT2BcDBfeLljsp8uAVUigEFFuvFp0m0ITYs8I+WoVCHmKPreEga1skNHKce3gKW6fXrPlEQAREQAREQARqBJ5ctjwgK4lAnxE439aLqOJCBMsnXs+g5QX2+5TtW61KCDJ1ocN+//qpVXiv3OJCSzQZ9mDHFCt/0+rxbuE5CwHmCcs7Ylv0vDfNrmk/YDkpGFlRmPgDLGLN161fPdaQ9cdLCJFlP8vX2DWCkM+xk7VdQWcrX8deEIoITv0tbKI8JX3bylgndpxq7RbRxvrgDXQL2d4nBSnsYq3huJEN37drxJ4By1lrsiqlThOQ0NNp4on5oi/9dVac501BL7YGzSgy18Yr48kjkacIZJfX22cBz56tzMyizw6eOIViD8u1MS+3trzNExwl9nT5Z0PmiYAIiIAI9DaBI963S3DkxF17e5FaXc8SmLfkmeDkn/6s6fXZ71T+MHmK/VbleWgPy4geoejDYNFv2D2s2YiOWI8Ma/BmYUwbH4EFASQUWqJ2vCDmEDcI+/g9vcjazrG3iCgckhIKUNRb+ZX2Fns3oawgIWrVk3VH9MkKMr2h1YVCj7XjNTfAs9mBSIQd2H609amLQfZ+ZmytePDEvYKSa0Xs4URnhJ6PW5bQYxC6JUnoGcU7YV8MnqqLHtSxsNSDug23jbX9pWXitGQliTxZZCpWHv0Po+y2q1KfIRuzrNjD/6CmYUPFsMlcERABERABEag0gfFjxwQDE8ZXeg0yXgSGS8B+eiLkkEPRw55/8EDZyDLeLWyvyt2yVHLeu1PaeVlS0Lgj5fcwz1ukRxLjvJQybrJoMCrAIycUsSwdZpkDceoilr1HZEFYQWRZWHusDIWWay3Ppj7smZ7+Piq+IaMdQhUJR4S40JO21ifTp1DpaBNQMOZRugNtEnketeXkiTycsDTBvtCvjtKyNW2LCUT/Y0HsKXN61kCZ6W1MtmbtXdAW9f666HNc0FTVIiACIiACIiACIiACItB6Ava7daZlBI41LSNQIJDg4TKSlBZIKK2saI6m+9haFtmgO0Zr8fFdxMIraIfYpIfb+6/HrhF98Dp6w9oRMDl01U9JbC8jPZNSR5GeFTPAVKlYQs8o3C37zrG96nbLRdu1Snlh2Hh48iDy5CU/jv2tvEaqqx6BmNjD8e556Tb7rByT18DrbMxBe79tQVs+vxJ7CiCpWgREQAREQAREQAREYPgE7PernwxFrJzUZL9d8WDhj5Wk96Q2aiwcW6JNvMnbm2w/7Oa2locsD9gAiFdsFYuLOQRzJg5PuB3M0nmWEXTYzkZb98bBG+gk2qUkxCRSw/awWDueVZUqTuDvKm5/5cyPRJ6i07Bw93uvfWkLI+3ZeLtZ23sLQLjIU6ltNgsWLAgGBwcLlqZqCPCvvL2cbZ8HIvy3JMaODfmYjYfYkycihmKltTs4skE3RAREQAREQAREQAREQARaSWBBNBjBjAdyBmZbFemFRBu2diXTIcmC2PV77X0y1s/uUX3zAYZyJsqrst/WiFczo3ye/d7GswevnXpMHu9vbd1eYuzgscPz5Psyxv9zVH6gtU0L2Ex8IVLRjoGM4VXcDQQk9HTwLjQh8pQ6DcvGwzsj76Ge1V1o+aQqPoRPnz49ICuVJ2D3uWyMHQb9z6LPRUzsyYv9hNjzQfs8lvrcll+NWoqACIiACIiACIiACPQ7Afs9yqlV1xgHjvFG7Lg4Jmz4SVOnU295Du0jZi74cFrWXC+395xgRdusRKyfemBne08cILZEkW7M6tSK8mh92NYQENrKEW8+FM3xfHSNmAOX42xtYTDmKBFEmZTqDGBt4/F9vm9jpZ26RX+OtFeqKAEJPR26cfYFGmNT/d5yXgwdvqylHpZtvDIiz5fsi+wujB1aaUumwZ0QgSotnZBWaGUozksy6oqK97EGt1t+uahhFeq55/b5WGq25v2PCIHwY9au0BPHxsOzZztrn+eJxuf6T7Sz9trXW4UPimwUAREQAREQAREQgeoQONpM5fcmIgiCT5rlnArF9qUwIexYO7Yy4aHCliev4pXtUJzclZY4QhyxJ1mH+BMXVJL1rbg+0QZhjRxvnjbeYZENK6weO9milcYDFt9LGyAqK+LJPDyTKVWUgISeDtw4+xJuY9PkbX/BijstTy7zkGzj9bLIwz/KjxkL/pEbkmztWULPsdavcKtbckAbj+8AY3IsYuHx9cn+3XrNWmxtLdt2xefSxpPY0603XHaJgAiIgAiIgAiIQA8TsN+ibGMasN+jxOk5wLKfSMWqETW+avlWa5cMVTHFyr9m2UWda+z9cZbfS8eMdKaVD1p2Lx76nGVDu6dQRreRF9sceOusayNhY1yIwoYGTyZr68fNs6XNt1thBKd0XRcxSzWKOptnb6vkD96+TtoiHl3ZibWmGqbClhGQ0NMylOkD2ReojMhTKoaOjYWse53loiDOVfXkSYfY3tK9ouEvsNeeEXpYk/0D3dIYOzZeM2LPR5i/vbdOo4tAfxLYfeqC4MUVf8tc/EF7rh8c9KH1gn/YYq3MNp2swFZsJt09bXyw/jqtPQciPjZz/GHh68Fn//fiYJ/d1g3OO+rvc5d6632vBCdf4aEK0ptiL0z/+6cIidCZdPns5cH/++Png2MmjxnWvDCn/5mf27gzBmsWERABEegQAft9SSwa8illpozEDo5iD49jjyXGaHCZsbYIJGQSsXFSXWqotLZ49qTWJ8apjVbrsyjZx9pOqDeI3kRjp9mcbIodrGNgSEWsIGozxFYrRxTLXSfDWLMhdvvwka1Dxs6zR3WdIdDaX1udsbkys4ySyMNJXVXcrjVa9/U70cRbRPdrtOxoy7z2WUBsKXN61u22/sII+zYe27L4H1JecDbcah/tRZ5tuUkaVARaTOD6O18MhQ5elUZOANEE4QWmVUgurN06ryd2I1cBuWwUAREQAREQga4jII+eNt0Se8jFpTAvRgozt9qTp9Rx7G1acuWGtXu0qRm9Z8xwApelbhmr3OJiBiP22Fo5QjIvRhQcSsXYsfHesvEOjqbI8y5D7NFnssofHtne1QTSvGMWLn0z+K55cuCpcvoP/xJssdEawR7bFWq4Xb3OThiX5/2DyHOZZTyFeI+XTbsTc3RinnavQ+OLgAiIgAiIgAiMDgF59LSBuz3cHmPDFok8bK86yHJyH2mDRZGXRZntWnqgbv5eTk10OcF496T4aR8z4hcRY4eA31nJAyoXPhVGn1vEnjzPHuZB7Nkta0KVi4AItJYAwg7blVwkYPuO0sgIxLdPIfYoiYAIiIAIiIAIiEC3E+jJh9rRhB6JPEVHnpeKoROJPHknHbFUHtx3twfv4Z44NZq4Rm3uSNBJC+x8pBnVk1vf7DPSTIydws8UYo9xROzhs5fG0u/vvdau1Gd+1D4QmlgEeowA8WR+Zl49CBN4+SAAecLbh21dd/2JnZi1hJjxJctp8XPwYrn+jpfCcUiMRQygpMcJsXKoo/z0654L4wgRJ+j7X8V5spZeePWvYR02kPA2Iv4NHjXJxLy0c3Ela95kv3Zc58VEQkyDp7dhTayHdSVTkqVzhx3s8dIipcXoYXw8i6jzBF/m8nvh/ain/Q4nzB8Sq6iMvR7niHE3MLtcMHTRy72b/D4yX969rBusNy0hsGDZ8mBw/oKWjKVBRKDTBOYteabTU2o+EehLAhJ6WnTb7UGWIFR4iJxVMGSpB94mRB4dZ10APKP6kxnl/8vY/2eRp1VG364vjok9083YrG1XePY8bRwKvcQiTida2wesT57AeRlfEWvfkyJa1994GdiXBHjwXnjnm6Ggs8WeNaGHB/a4UOBgKEMY+s+vvatBFDr64iUNghDtEXwY504bNy7iUIe44CIP11ts3Pgz44vfe6YuGFGPbeQXX924QRghQHJcRCial/p2JdggsJDiAa5ZK3ySXj6+poV/eashkHIae8ZO9s9aR9pc9PX+SeEtOU6z9tKftcTtQ/Th/mNLUvzydW+wzqbaLpiE3+Lr6ffeH5CVREAEREAERCCLgISeLDJNlEciT5ntVXvbg+5g0dA2HgEA8uKpMASePBJ5imBm11+cUYXIsbXlnj0xKhJ7WhpjBwGnpnVK7Mn4XKlYBDpOwEUWfyDnQdxFHrxN/EQmHuSJ58Pryd9/NvjR/xwX2kpb+uBpgrePCwl4ryBaUMdr/DQqRIDQi+d/bVr3DooLAnj0MK97u7igwzhexviIPKF30JQN6uXY5/NiW5Gw0Qxw5rv1vvm5XRDO4nNiCzZRDgMXgbD/8lkvhPzwtqGcds7evWKcMeMUJcZkDPeQcs8rxqQ/HleMS4Zj0kOI8Zux1+1hzmT8Ij4r3NNkud9LWCouVNEdHVn9VmPHBOPHbDCyQdRbBEaJwPLXXgvuX5J/2uEomaZpRaCnCEjoGeHtbELkKfSOwBQbbxt7ebTArDutfjIP7AXtVJ1CIGK8ai/B0DZ4ZR00tLh3SvDEMQ6jJfbsbCRPiryBegeqViICXUrgBXsoJ7mHTFzkodzFgyn/+lQoJiDg8KCOeEBCxIhvQ+L9+mu/LTyWHAEieew4YkPaFjDGOvPgTRq2aRFPaOFfFofzMhZju53nHf3OBg8a7EQk+tiZC+vCRmhgm1Nye5RPx6lWiFFJryZnhSACwzM/t1adZVzkYRyuuT8uApVZCmKZ83Vxp0y/Zuz18ZiHe5aW/HPlddzL845Ka6myVhM48n27BGdMHmj1sBpPBDpCgG2He1+GY7mSCIhAOwlI6BkB3VESeUqd1DWCZfVDV07XyksH2r1du9eFtCbFnlJbDiPPnrkG994cwMTz2RShSWJPDiVViUCLCLDdhoSYQkqLh8MD/Z4m7nhMHMQNvHMoj4s8bhJjnH7d6qFnh3uaeN0/bLmmv214Zay0uSljDLY6kdzOvOPMsY25swSlVANyCpPeKe61RBfiESUZhNvNbH4ycXCykq/FX2GcTIxfJPTss+s76h45CF0kxDjuU1JoS47PdbP2+hgbmKCXZByKgFGMJ187fPAgi3s8pdmhMhEQAREQAREQgc4Q0Klbw+SMEGBdn7ScFefER26lJ49EnmHeL+9m9w1xE6HhwoyhYEz+QkZ9TxUjtFjCe+lLBQsjxs4xBW3CahvvPnvZtqAt35vrIrG0oKmqRUAEhkPAhRN/UPdgyskHdx9781jAZm+bN288wHO8HeLAcJOLJ8Pt36p+CBfnm4cK9oSeOSZsxFPSm6XsvGnsy/CiH55D8S1RvhUPsQUb81Ir7UUUw7Mqfv9dGMOWJKs8u1QnAiIgAiIgAiLQHgLy6BkG10jkKXMaVqkYOjbeAWbGjQWmSOQpAFSy+h3Wjqike1lOOylqiQkVBBdmC13fJFtzS2Ps2HiPGUPEnrxtiKFIau0Osfa1P+X3DXEtVATaT4CtOiQXB3gw/8OK14cE0XVLFkWnanGdJeLErS4jBjW7SgQNMgLLz0/fopQdzc5Rtr3H3iG2DZlr5+JeUlxjZ9nEupKJrVhlkm+xo63H9XFPIMSVPI+a4dqbZRdCGJnPANvT+Oz4ljtEJ2wlK4mACIhANxGw35z7mj2nWJ4Us+tcez/Dfov+ppts7ZQt0R9db7P5bjYG53VqXs3TfgLy6GmScRtEHrwkikQevC20zaXJe5XW3P4BW15GVECoSOvfy2WIPba+Mp49F0T/U8jFETHczBrV9hmkt0bsmR99r9JbqFQERKBpAggBiApxccIfvJOnWTE4bTlFi0Q7xBZEDMrTPDQYgzralX2gp71vYYovyO3x4NHu4cIpYKOd2IrE+tyzx+3ZPDpNDKEjbU1Ju52RM47XD2edbNciP3ThhPp2qTyvnWbtTdqfdc1nBDuIz4Mtvk73Jsvqp3IREAER6CQB+525uWX22d5iOS7yYMY3LN9l9Vdbrh1R2UnjRn+uaSlMRt8qWTBiAhJ6mkBoX34C+LbSkweRJ+9IaqwLY6NYXtmEqWoqAsMiEIk97yvojCdUqW1XNt4Sa7ud5Tyxhz+H/0liTwF1VYtACQKIDgRJdk+PePwW9+xBuIlv9aGPH5fNg7q3+7ht0SEhGsVjyIT9r3surEvGrikykVO9XNhBPPEjwxEMfCxi1qTNSxl2sz0oL35PkQ3N1jtDtkq56IW9Hm+INcXFMMQf1oWd7nnja4JjnKWfmlVkE+MwXvJYc+bCLpJ77aSN1ay9aWN4Gezja/Ny7qt7eblolzeO6kRABESgEwTs9+WGNg+/Q99tGe+dLez36Wqe7Xo/y09YPtTyLGu/mr32fELUsnyOLRShS6kHCWjrVsmbal8EtvLkbUNhJLZXHWH/cOSehhX9A/JFa1tK5ClpopqJQEsI2Of3PvuMlt12VehpxvfBxkPsyRNJXewptd2xJQvVICJQcQIcoZ2X8LKIe9vUgh6PCYUGhImkpw7eOZx05QmBAxHIj1F30cLrGbtMIGBv79uyEKJOvqLRcj/qnVK8aJgX4cC3TcVbM068feNIrb9C+EKEghfHphMYObTBTqPCcwVbEaCScXLgw7H0JGfl60myLLKacfD84V6k3XfG90DI8e1vCDLYT3yfZuzNs4d7juCUFK28D6zin7u8sVQnAiIgAh0g4Dsn9rPfpDOT81Fmv1O3tvKrLCP27GN5SLtkvypf23rZwoZ3E+kay6xbqccIyKOnxA1tQuThobeMyHOdTVsk8uxtY7GVRkkEOk7APntsXSsbULlQMI6+F2U8e1ZE37eOr1kTikAvEOAhnwd+4saknXDFQzoiiXvt+JrpM+t/bTkkJg4CAX3iMXt8u86P/ue4ppElAwpjB+Mk7UGkYt6kYICIQPtkedOGNNnBGeCx4iINrLEFdrz35PeAung57ZJBjOMCTZxx0rz4XPG6+Fzx8rgAtyg6zaxZe5M2+LXfs+Tny8WsTopwWTaqXAREQAQgYL8pd7AXtmpdkybyOCWrY+fEcdH1xdEf5em/juWVlq9OEi2o29fqCU1AX/I5lrGlIcXaDPEiyqqz8g9aZpuZjz1IWXLsrGtry1yIPAg8/KH14qy2Kq82AdzWqr2CNltv34WynjyFng3RFwuRpyUndbV56V05PP+oZRg21j7LyzPqhhTbOANWeNuQCjuNy8Y5MaW8L4uiz/8vbfF50UZxhy3liaPvQF9+jLpq0fYZxMViWZpRjz6wOK142GV3/+6u4NCjP5van3gmSiIAAbx08JBxz5t+pvK9mcuCiy0n0wfev0fwX1f8KFlc6nrbnTMFyaZ+N5SarM2N/DfQ6R+dFJwxeaDNs2l4EWgPgcH5C4K9L5vO4DfYb25Ofm1bsu8MniqINDvaXA8VTWTtaUsftnctsut17D0B4xCKDov3T6uLfue6Z1DadA1eRdaeuEFsKVvdxm94xkmrs7KTre130wa2snNtCAJNFyYbZwfnYe8Rie6y/HUrUzDmQnrVaSCPnpx7ZR98YugUbdfimG6JPDkcVVVdAvYPPp49ZTxxSsXYif4ndrCNyTbHvPSoff8QWZVEQAREoPIEsmLssO3LPYT2NO8mJREQAREQgZYS+Hg02pMlR/1Z1G7zku2Tzb5gBQhFxAJa1373hrGA7P2OludYvsV+3yIeNZ0QZ6wTIg/jIFz52ATUY75vRKJN4dgu8hQ2VINKEyjcclHp1Y3A+EjkKdpeFQZKLprGxuLXW158Eh9i2+jBumhI1YtAxwjYZ7KlMXYQe+w7gdhDyvNuQ+xhC+NgxxariURABESgDQTY5kRMz0rofQAAIABJREFUm6wYO3jzeIydNkyvIUVABERABMoRWFquWWarf7WaOfbbtcGzBmHFftN+2er+aPkzltk21Ww6MuqAV9AK78x7G/tbdk1QZU7QGmh2YLXvTQLy6Em5r6Mg8rD1ZR37ouI9oSQCXUfAPpvEnirr2VPoiWPj4Z6K2HNawWJvi76PBc1ULQIiIALdS4D4NcTsSca18XhHxC5SEgEREAERGHUCGw3XAvu9yulebMOaZO89fk791coReUjuZRRdln7xP46+khzfRngjGoW58SBSEoFAHj2xD0H0xTjfijg+Oi+10pOndHyTPINUJwLtJoDYY98RAotcaznLE4dYPnjiFHqnRWLP2daWc5rzvOcu4/9Z1r7Qe67dDDS+CIiACAyXAGIPQabPO2q4I6ifCNQIXHnv/QFxTpREoIoElr/2WifNZisWW6m2slwYo8fa7BwZ98gwjBzWlqwy80TPqIhISiJQmoCEnghV9AUqEyj5ffbAeV8RYRuPP8/dbbklQWyL5lO9CHSCgH3237LPdtltV4ViDzYj4CDkWJLY04mbqDlEQAREQAQqTeDJZcsDspIIiEAhgblRCzzIk8GU17CyifY79De0sd+iCDVsf2Lr1fOFIwcBHjzx5Nup6D9Qon9mk6Swwx9HrewJ64DYs6ZdvpnZWRUiEBGQ0GMgmhB5Sj242nhsXSkK4kww2iPsi8qWGCURqAyB6H82ZcWeUjF2bMyyYs/HDFRh8PPKwJShIiACIiACItAkgSPet0tw5MRdm+yl5iLQHQTmLXkmOPmnHvO4vTbZ70ti4xC8+FB7vdauZ8ZmnGzvCY6MgHKI5a9GdVNTrEr7w717/3jzl6I3bJ8iJEc9jk7KeMkinsnj4s24ZAO7fsoyQs9Ey6E4pSQCeQT6XuixLyIM8raiOL9Wizx6WM37ZKquqwnExB68287KMZYYO6W2OkZiz6CNlSeShlvGbEx9f3Kgq0oEREAERKB3CYwfOyYYmDC+dxeolYlAawkQ/Jggy4g6nE51kf3mXIToY9ecWPWgZY4XJ3HEeFxEcfEF8eZQq7uGRvaeI8lvifqEL1b3ppV/3d5yMhZzfdnKwu1i9h7voW9bxmMofsS6izfftjZTo9/XnPgVzpNICFDYeZe13SNuJ7ZZOUfDDzkGPjmIrvuHQF8HY7YvBadhzbecFW+ETwIxdMqKPLtZ27yHVMbDk0cPqZBQqjQB/mdk6WxbxJcKFkKMnWMK2oTVNh4BybctaMv39TobU8HmCkCpWgREQAREQAREQAT6mYD9tmQbFh45eO4gtCy0n5BhkGR7/4rleOyb460coSVM1hehB/GGdHWsH4KLl0fV4QuxXhFpJln+Y6w9wZKZm7pbaRgl9x6i7m+RTTx7Ev4De+vJbEGA8jkRe+KBnhF5aH9cvI/e9zeBvhV67MtR5shzD5RceBqWjceD7L0FH6cLrV4iTwEkVVeLgP2PhyDJoyX28D1WEgEREAEREAEREAEREIFUAvZbFQ8eDhTZz3LSW4ZryhFREH0Qgvb1gazfeVG9FyGo7Gj5Ei+ItbXmK4kFxHhxoYb3ePIcRoNYe8SbPSyzvcwT7U6JXdffRrbQPrkG5tzO6pvZLpY2hcp6iMDf9dBaSi+lSZGnMIZOJPJcVmBAqe0rBWOoWgS6koD9j6WlMXZsvMfsezXWFvt7y2n7ouGAZ88HrR3/Yyv8nnYlOBklAiIgAiIgAiIgAiLQEQL2e5EYPeSGwMzR5GzlQrzBK2ZZ3KCoX5oneVoZnkDMgbBUmKwtYs9AsqGVp/aP2tMnbQ3JYQqvo/FS11HYWQ26mkDfefTYF3gbuyN/spz18MgNK33kuUServ58y7gOErD/UeDZ07JtVzYeR4psF30fs1bC9/hPkXib1UblIiACIiACIiACIiACIpBLwH57rrB8XiR+5LZVpQh0O4G+EnoikYcYOnkiDzF0JtgXPNdDwMYiXWBt5cnT7Z9y2dcxAva9aWmMneh7WFbsGdOxhWoiERABERABERABERABERABEehSAn0j9MREnrxb4YGS38prhMJj9ddZPiGvndW9L/JyKGimahHoHQJNiD2321epMMZOTOy5M4cS4u2y6Hue00xVIiACIiACIiACIiACIiACItDbBPpC6LGHv5adhhUTefJO6uJTw0ldHD2tJAJ9RyASe4ixwzbIrLSnVZTadhWJPXtZe8TYvPSoxJ48PKoTAREQAREQAREQAREQARHodQI9L/TYQ1+Z07BOsxtdeBpW5H2AJ08ZkafwpK5e/3Bpff1NwMSZlsbYsfE4peBgyxJ7+vujpdWLgAiIgAiIgAiIgAiIgAjkEOhpoScSecrE0Dk7eojMRBWJPARxzhN58F7YLPJmyBxLFSLQLwQiT5yWxdhpUuw5oF84a50iIAIiIAIiIAIiIAIiIAIi4AR6VuhpQuThpKDcFBN58oI4+0ldS3IHU6UI9BmBmNjTkhg7MbHnSwUob4z+HShopmoREAEREAEREAEREAEREAER6B0CPSf02IMd6Xq7RWU8eVot8uSe1NU7HxutRASaIxCJPS2LsYPYY4nvb5HYc5nEnubulVqLgAiIgAiIgAiIgAiIgAhUm8DfVdv8RutReKykZTF0bLhtbDyOY89L7skjkSePkur6ngDKjH2niLFDytsCSUBlgpkXxrlC7Kl97XOFXcQe5vxPbOj7GyEAIiACIiACIiACIiACIiACPU2gZ4SeURJ5/Dh2PTz29NdEi2sVgSbFni9FXju500diz1JrdGNOQzz8PobQJLEnh5KqOkbg8Auf7thcmkgEqkJg8fNvVcVU2SkCIiACIiACXU2gJ4Qee3hb2yhPt5znJcCNKOUlUNKTRyJPV3+0ZVy3EoiEloPse8aJeHlbLENPnJJizwxru62Nl+eBF/77ILGnWz8Z/WXX7x57rb8WrNWKgAi0jMCZv5gTkJVEQAREQAREIItA5WP0RCJPy07DsvE4qSfvYRGWEnmyPlEqF4GSBCIBp2Uxdmw8tnoh9uQlxJ7r7Hse7uVSEgEREAEREAEREAEREAEREIFeI1Bpj56YyFPmNKzCGDo2XpGHAfefB1PF+ui1b4LWMyoEom1XzF3k2bOJtZlWtO0KsaekZ884azfZ2hf+uzAqYDSpCIiACIiACGQQ+I95F2fUqFgEup/Ad794fvDI3PBv6sd2v7WyUASqS6CyHj2jJfLwYFr0sFndj4MsF4HOE4g8e/YumPksqy/liRN59qxj7QmUnpX2tAo8AZVEQAREQAREQAREQAREQAREoKcIVFLoMZFnU7sLKyyP2JOHLRyWSnnyRA+kPfUB0GJEoBsI2Hdr0Oxo2baryFNnOxszT+zJ+/ejG7DIBhEQAREQAREQAREQAREQARFomkBVt27xAJeXSsXQQeGxQcocx/4Ze3CckTeh6kRABEZGAE8c+0q2LKAyYo+Nx78VeO5I1BnZ7VHvYRDYfNzmwfFf/voweqpLOwksfnphcOPN/ExYlXSf2kl85GNvPk7/hI+cokYQAREQARHoJwJVFXry7lGrRZ5SJ3XlGaQ6ERCBcgRiYs8vrUfWL3sCKn8QESfy3MkcPBJ7drcGOss6k5Iq2kVg3GZbBCd85b+3a3iNO0wCd//uriFCj+7TMGGqmwiIgAiIgAiIQFcSqOTWrRySd1rdwfZwtzKnjVd90d605Dj2EnOpiQiIQEkCiD3WtMy2q7IxdhRwuSR7NRMBERABERABERABERABEag+gV4Teu4pKfJw53YuuH3y5CkApGoRaBeByFOnjNjTLhM0rgiIgAiIgAiIgAiIgAiIgAhUkkCvCT2FN8G2e2xT0IjgrdtbXlzQTtUdJGD3rXCbITGXyrTroNmaagQEIrFnog2RGVDZ7vfauu8jgKyuIiACIiACIiACIiACIiACPUeg74Qeu4MD9mB4h71yclda+o0VPmz5zbRKlY0agWvtvh2QM/seVnd7Tr2qqkngW2b2hTmmIwRx39fIaaMqERABERABERABERABERABEegbAoVeEj1I4ke2psty1kXcni+ZN8FbOW1U1XkCp9mUj+ZMe4vVXaj7lkOomlUXFdz3X1v9DZH3TzVXKKtFQAREQAREQAREQAREQAREoIUE+k7osQfC5eYZQtDmPXM4IgYpdReBx80ctvBkncSEtYgCSj1EgMDM9n0tuu+IgEoiIAIiIAIi0BcE/mXXr/bFOrXInidwqa3woJ5fpRYoAqNEoB+3boH6azm8FyIG5dSrahQI2D3hJLV/zZl6CaJATr2qqkvg8BzTn7U6REAlERABERABERABERABERABERABI9B3Hj3RXZ+Xc/f/R06dqkaXwJU2fda2O/15a3TvTTtnz4u9dHkkArZzfo0tAiIgAiIgAl1D4PSPTgrOmDzQNfbIEBFohsDg/AXB3pdNb6aL2oqACAyDQF969EQPhl/K4HVjRrmKR5mA3TfiJmUF5v3JKJun6dtEILrvt2YMf25GuYpFQAREQAREQAREQAREQAREoC8J9KXQE93p/0q54wrCnAKly4rS4vCcFokBXWaqzGkhgaNTxiL49gsp5SoSAREQAREQAREQAREQAREQgb4l0LdCjz0gvmp3/YbEnVcQ5i7/KkRxeAjOG09XdrnZMm+EBOy+L7EhCKIeT2mi3whnUncREAEREAEREAEREAEREAERqDaBvhV6otsWP62HI5oVhLkan+cTY2beGYkA1bBcVo6EwDdjnQmaruDbI6GpviIgAiIgAiIgAiIgAiIgAj1JoN+FHj+ym5urI5qr8xGPx+OJP/xXZwWydDgE5sQ6xcW+4YylPiIgAiIgAiIgAiIgAiIgAiLQkwT6WugxjwA/sputQDqiuSIfcbtt8aDMeScyVWRFMrMMgej76kHUFXy7DDS1EQEREAEREAEREAEREAER6DsC/Xq8evxGh0GZo4fIvvsAVHjB08z2ByLRp8LLkOlNEiCO1s5N3vfXrU/WaW1NTq/mIiACIiACIiACIiACIiACItDdBCoh9Ky22mp43pRJJ1jbE8o0TLaxfpcly2LXe9uD5WBOvaraRMDuy4ANfVvW8AX3LatbXvmQz5Dd+9XyOqiudQTsfo6x0ZYVjTjc73ly3Ixxxto9V7yuJCxdi4AIiIAIiIAIiMAoE7DfbvuaCadYnhQz5Vx7P8N+v/1mJObZ2Fdb/0Mtb2FjLRrJWGX72pzzre27La/eLscDm+ODNv5dlvezOWaWtU3tqk2gr7duVfvWyXoREAEREAEREAEREAEREAER6H0CJlasYXnQVnqL5bjIw+K/YfkuhBrL+gNt738ctMISBCrh0ePr+MlPOhuW49prrw1+8IMflMCoJu0m8PnPfz445JBD2j1Nw/if/OQnOzqfJltFYKeddgrOPvvsjiI59dRTgwcffLCjc2oyERABERABERABERCBUgS+Zq0QePDeuSjucWPazg5WxsE6eOPca/m8UiN2QSNbx4R2mxF5OkkAazfoLhtfHj1ddkNkjgiIgAiIgAiIgAiIgAiIgAiIQAOB4+3qCctTk9uq7PohKz86ak07JRHoewISevr+IyAAIiACIiACIiACIiACIiACItD9BLLi2Fj5m5ZXi3vIEJvG8krLxPVpSHl1NIzV03+Q6/gAdr1ONPbJ9sq2snOia9qf7G3pFytnHLyP6smu50f1dY8bu2ZsxmUsz4y/ebwv762M8RnX2zFew3qjNlkc9k2ZJ2nj5lEbbOJ9fK1slxtiV9JOXXeeQKW2bnUej2YUAREQAREQgSB48aUXg4ce/oNQ9ACBtPt49++IUanUCwR2/8c9emEZuWsYnL8gOGP2YG4bVYpAtxJYsGzY511cZGv6LiKDvTZs3WrDWq+xMeNxgHhPDKDDTEiiLp7eZRezEu2x87moEQGePTHOH60uM9iz1a1hbYglQIDmeCIO0TesfiOz4Xkq7D1b1eLjU0y/W6zuXGtH0OrUFM2TtJu2Pk9a4Ga8pb6bGBAbDs1bU6oBKmw7AQk9bUesCURABERABKpOAHHg0KM/W/VlyP4MArq3GWAqWPzoA4sraHVzJs954smArCQCfUbgfFsvoooLESyfeD2DlhdE27dahQRBpi50mIjhp1bhvXKLCy3RZNiDHVPwKrJ6vFsWWkaAYavZjthm5XjsTLNM+wHLScHIisJ0sGXEmq9bv3qsIeuOlxAiy36Wr4mEGp9jJ2u7gs5Wvo69IBQhCn0LmyhPSd+2MtaJHadau0W0sT54AxHwGrEoKUhhF2sNx41s+L5dI/YMWM5ak1UpdZqAhJ5OE9d8IiACIiAClSWw9jvWDrbYTh7Klb2BMrxnCTwy99GeXVtyYZPevVUwMGF8sljXIlAJAnj0TL/3/qZtNWFhpXU6xcSFGfaK6x6iRyj6MJiV87KHNRvREesMYqnBm4UxbXwEFgSQUGiJ2vHicYOwL0AwsbZz7C0iyiF2Tfwgytk6daW9xd5NKCtIiFr1ZN0RfbKCTG9odaHQY+14zQ3wHAk02IHtR1ufuhhk72fG1ooHT9wrKLlWxJ6zrA1Cz8ctS+gxCN2S/s5uzkC3GNPFdhwQ/ePRxSY2mHa7fUnfyjPW1rON1VfhaeWAvHV0oq5C35F5dt9z/WErcN/5XI52+qxxemy0jWhi/kV236tkbxNL676miDxf/8+Tus8wWSQCfU7gX3b9at8QQOQ5Y/JA36xXC+0tAmw9HI7Q4xTsNw9CDjkUPew3Gx4oG1nGu4XtVblblnycgte7U+q9LClo3GE2hSJPLOHRQ3qkoTQIXkpcp10ORoV45IQilqXDLD8WrT0ssPeILAgriCwL7T3FXF9reTb1FGSkv4/Kb8hoh1BFOtByXOhJW6vcCzMgj3YxHj23jbYRFZj/BLORXJU01gzNfeC3ehTaKq1pNNlX5Tuyt0EaLACl+14AyKovK27SVS0uNGtO7CqLZIwIiIAIiIAIiIAIdICACRUzmcaEjuvshZgzCCTnWHkYx2aY6bWUfmllKc0aipruY3bjEbSjjfLvlvEKIiFiuddSuBUsKj/cXu+17HFzEH3ItGWLFSeUJUUoqv2P/c9wkZJeTSlTUcUI6NStit0wmSsCIiACIiACIiACIiACIiAC/ULARAs/Garh5Kv4+iPPlMujsveUYMMfxptJb2+m8UjaIuRYHrAx1rTMVrGvx8YjmDNxeMLtYJbOs4w7D9vZaOveOHgDZbkgL4rGa9geFptj7dh7va0oAQk9Fb1xMlsEREAEREAEREAEREAEREAE+oDAgmiNBDPOS2yrIr2QaMTWrmQ6JFkQu35vSt3uUdnPUuraUmQCDkfGz4yJOR4Dh5g8Dcna/CZqO2AVW0SV70u2i67/HL0eaKIRp3wlk3sS3ZCs0HV1CEjoqc69kqUiIAIiIAIiIAIiIAIiIAIi0FcETMBgqxIixyQTJjj5qsGzBw8Xyxy7zralOVF7GLngQ58dHJq95wSrcItTRiLWT30Oe08cIAIxk27M6NOS4mh9BG5mznqya7ZbfSgqeJ5ry7RjbaGHTywRqoHEtq4hCQHJCuH5bsvfj8YO20Xz+lo50l6pogSI0aMkAiIgAiIgAiIgAiIgAiIgAiIgAt1K4GgzDE+VMA6NCRJpdnIqFNuXwoTgY+3YyoSHCluevIpXtkN5bJt4Oe+Jb4PYkyznVK/wdKs2JuIuskaON0+b5rDIhhVWj51s0UrjAYvvpQ0QlRXxZB7f4pUzjKq6lUCm0LP9uDWD9dbuDoef3z3WdByrlvLebMO/C8ZZ7rbUDi7dttbFz78VPG15NNM/btOxLbmllvnw4jeCl179W6m2ZRtt9A47rmC9sq3b127FG0GwaGn7xi8z8ubm3LsOO6K7LC21cxqWvtxlRskcERABERABERABEegAgcgLZcDEDTxtOJXXT6RidkQNjt671dolgw9PsfKvWXZRB0+W4yynbc9iLNKZlgctu2cLfc5COKpVt++/NgfeOuvaDNgYF6Kw4WKrrx8fb+/9uHm2tPl2K4zjlK7rImapxlJn8+xtlftY9nXSFvHoyk6sNdUwFbaMQKZ6cepnNgo+sG13xGHa4YT5LVvwcAY6YPf1gq/t22y8ruHM1FyfdnDptrV+b+ay4GLLo5muOmGz0Zx+yNyHX/h00GqRb4/tguCTE4dM1fGCR54Ogv/3px2ftmHCgy2U3Xu665aH9v1kbhD81LKSCIiACIiACIiACPQrgUjoQOyIH/udiSMSOziKPTyOPZYYo8FlxtoikJBJnOaV6lJDpbXFsye1PjFObbRaHzxkknNOqDeI3kRjp9mcbIodrGNgSEWsIGozxFYrRxTLXSfDWLMhdvvweRzybFJd+wl0h8tO+9epGURABERABERABERABERABERABERABESg5wlkevR048pPPfXUjpr17LPPdnQ+TZZN4Be/+EXwwAMPZDdQTU8ReOKJJ4JOf9+ZU0kEREAEREAEREAEREAEREAEqk6gUkLPgw8+WHXesn+YBBDdJLwNE14Fu73yyiuBvu8VvHEyWQREQAREQAREQAREQAREYNQJVELomX78pqMKatxGa4zq/P08OTGDPtBlwZD7+X60e+2bbxwE//0T7Z4lf3xsUBIBERABERABERABERABERCBqhKohNDTLUGhq3qTq2w3p51144lnVWbazbZz2lU3BkLuZmayTQREQAREoL8InPmLOQFZSQREQAREQASyCCgYcxYZlYuACIiACIiACIiACIiACIiACIiACIhAxQhUwqOnYkxlrgiIgAiIgAh0HYHLjv9RaNPGW4wNDvjGRwvtu+V7vwoW/+nZYPsPTQg+/Ln3FbYfzQZu61rmFnjw6fsEvJZJv/3xA8H9s/4Utm+mX3Lsh++YH/z6h/eGxV+66LPJ6hFdMzb3IJ58vR/41M7BLlO2q1f98MyZwUt/eSVIlo/IAHXuOgKnf3RScMbkga6zSwaJQBkCg/MXBHtfNr1MU7URAREYAQF59IwAnrqKgAiIgAiIQNUI/GXhslDc6KXkQsjrK94InrhvUemlPXxH7bS9d++2eWlxqPTgI2zIfUK4mTe7t+7VCLGouwiIgAiIgAiIQAkC8ugpAUlNREAEREAERKCXCODJMsHEjfU2XrcnlsVabjevHISe+Sb0JD1g0hZJO9qT6N9t6S9PLQu9c9Lu0X5f+6duM1f2iIAIiIAIiIAIdBEBefR00c2QKSJQFQK7fvyU4NhLVgb/fNKsqpgsO0VABBIEZn//Nz3FZPsPvTtcD9vNXMDJW6B7/rCVbdx278xrqjoREAEREIEeILDaaqvta3nQ8spYPsfef7AHlld6CbbezS2z7iSHdUoPooZdT2DUPXq2PnwwWGODLQpBLX/wh8ErC+8IXnrslsK2b1trg2DMTp8L1ttmv+Dt79yp3v7NFxYGy//wg4Cx/vr6C6njYAs2kZ657ZthW6XWEuDevGvv7xQOWuZ+xQfx+73RxOMaxi7z2cEe7GLOx68aKLRNDURABESgqgQQNtgW5Fu44jFeqrom7MYrx7eksSUrb13u+eP9qrxu2S4CIiACIpBPAGHDWvzKcu0vAo3Nv2GX37A219jr0StXrnwzf7Rq10ai1l0pq3AOWxiD8nugUwZSUXcQGHWhpywGHsLJyx/8UCjAZCUe8jfZk8/p0ISIQx158czjS4lGQ0dRSacI+P3a0O7pwpsOD1579sHUqRHzEGriol68oX92Xln4ueBpu+9ZIl/q4CoUAREQgR4jsIN5vsy/b43Q8+V+i/8yki1cCCsP3Tk/3GLkCYGFMRGUksmDFrMd6XOn7xsKM/H+BEXeZfJ2uSJNcky/ds8c1sW2rDyhx2PzMJ97AsXHTdpFXd66smzycsZDWMOueGKLGaySHkUeOJu2sPVrtmzRNisYc5EdbkM8RhPjYUOZ7W5F46teBERABLqNgAkbG5pNCyO7zrXXi+JChtXva2UXWz7U8hZ2vbfVr+y2dbTCHlvbajbOtdFY+9kyZ/I+Kp9mb3mIRvAaiNropcIEukboyfOewUMHccYf2F977oFUT5st9r8qWHeLD4W3Ay8OvH/wAvIU9v+Hz4eCwLh9LzKxx35AlfAQqvD97WrTi7xn8NB5p913BJ9x+3wv1dOG+819J7kH0NK5l9TXTV/uOQKgt11w3ae7mouMEwEREIF2E/jw5yYGM/73L8ItTr/+4dyg2ZgvCAZs/YoLPG4zIgKZk7ryxAMXK+JrxR7iBy3+05+btolxECwQerAvK74N7VxwSQZhbsW6kuu55Xu/Du1JSwhf5E6ckhU/GSxuC7w8f/Tovtq9kHZLVCYCItB7BG6MllQXNuJLROwwoWNrK+OBArFnH8uhANKDaXtbE15N57rIwxojYesU47C7XU5CHLOy53tw/X21pK4RevKo44GBEPS2t68fbsfiwT25pcof5BkH74+4wONj04fsgtC7PvLtYIUJQfLwyKM/enWIcG+++FQw/uCbQ7GHex8X5hAANzPBjsT95r4nE+LPc3eeG95n7jsiH5+VuBiU7KNrERABEeh1AnjU4DlTE1XMs8eEmTwPmDgPxBgXefCI+cCndqoLOggav70ZoebZ8LjxNa0+LdAxIgwZIYj+jMM1opOLDogxaX3z7g3CzW9//GA9KHPamrDRhZf4+K1YV9I2bGEu1reXCV/x+RBe3FY8q+K2ckR70vspOXYz17D049+xgbnc44p7z+eANuvZK6KTkgiIgAj0AgETLHawdUyyfE1c2EiuDaHD2hL7AaHnYoSfqIyYNbis0v+weD9rk1fnXkK+VQxPoittjIcSY8y3a9qsHokt9WobP7XOylHkv2oZW0lzLE+1/oWB96L58erJSjdbBbxYm4SeLEoVKa9UMOYXH62Jqzys85Dvybf4cM1DfZrIE78fiEaIOx7LpyL3qi/NZLuiLmDVAAAgAElEQVSWb9lKbs3Cy4t7iJjDlqy8xGfCxR22gsU/P3n9VNc+AgR0/sxp94RBnT1Ttv7GE3In3eHDxzb0+9x3Hg8oI/k443aYPGSMjbeaGDD+Eec93zAn/SnPS/T9wGemNfSbfOz1QXKeCRMPrLehT1aiL7YWzZvVX+Ui0AoCDQ/7JjSkeeekzcO2J2+739c+3OC1g3iAd5CLCAgIWQmRB68fRBAS4hMeJX6d5QWTNR7l9EXsIbElLC25Nw/zxbdMtWpdPifCEWINCTErKVq5yEU9bcvyT1tTUZnfB2yAcXxbHZ8D9+hC9GmnHUV2ql4EREAEWkzAf4ydVTSuiSArrA3blhBexhW1T6s3EYZ0tdURVDYeD4gtUX+0OgSgYSfrf7J1Jr6OizyMhTBzl9WdM+yBV3X0bQ9/bsFYGmKUCVRK6GHLlqfVzbvH0/rm6UHigb+MpwbtXjLRCFFoON48CA6IDNsf/3g94y3C1jCl1hNwoScuzvB+vW1r/1Yuvfc/St1HAnEj+DxvW7vin5+yFuMJhHdR/L5TViaYeNk5+qHdWuuMDYUahJOkGELZAd+8Z4iA4lw+fOglATneD2GIMvpmJReHaMP88UR/yhF8knW0c0EqKcog6nDqmItMtJ0/9wZ7YKtt0aA+LTGHC0S0VxKB0SQwOdqq41umytjiQglCRVocHsb4wKdrXiGIBlmCDbGCkgmhZuMtxoTFr68YXjxMF1Sy5vb4PDvs2Sgqt2pdvibWgmcOOWsL23obv6OO4MWlq+IcJbmM5Br+Lt5keesgeLnolYwjNJK51VcEREAERpnAx6P5nyxpx8+idrW/GJTsFGv2BXuPCIMHz7o4CpHt/Y6W8by5xQQZvGWaTtYP76TvRuPsGBt7XStjPgJKD3v/bdQX0ejrNvbw/gfc9KrUoZ0EKiX0vH2TVe7EiDWe2NJDerGJeDt49SAKJbeAFcFGzOFhP3myE/FfCAhM7B+l1hJwTx62cXlax3i78INoVybxmWF7F/c9/vkp6ss83HPEvTSvIuo8NlTRWKoPQnEEoQZB5Lc3Tg0uPW61MN941vuDxQ/NDsUWPF6Snj0ILS6qPPTrS4PpJ29Y7/eXJ+dmese4EAR7hBXvx5w//ObWYRmJdnHRhjLEGheQsA0bvR9zkhCZ4rZim/cN3yQSY7JG+r/4l3SPg2QfXYtAuwjg1eIP/zzguwdK1nwIQi7cJAMIx/vE6xY//GzqcFkiUVz8SO1YUMjcPnZStOCaNZDiQZhbua4C88Jtcr5dijhF7U7On3tNzkrjtvv7sCpLmMvqp3IREAER6CECS0e4ln+1/nNMKDkl8hAKh4u2TH05Gvszw5zjyKgfsYbqW8Cieb4V1WX/1TNnUhN5ELbwFEKMOj+nqaoqRKASMXqcp3vMJLdm+cN31qlMrbofCEp+LDixYhAMfE4/7Ys2m+xZiwvTqnn7eRwElLT7u6bF7CHBfzheWc0w9dg+zIM3kHuNuWcXNhIriCDPzQhIzdjQK20RUtwb5/+ePyUUOzzxnjKEIDxedtnnlODX17Bdupa4Js372TmhQOTJ++EJlBSHaLP9P9W2dSGqzL70oHo/3ngZ3jz0XW+Txr/wuxcP7bDNk1+7F1DcVoQj34LGWuNrpL+8eRpugS66gABbdxBAeMAnZgwP/FmCwBsxLxvfYpW1BMZo1TYg4stkiVBpQZ/x6mE9eO/EvVieiE69wsMmbn871wVbhJ3RFlC4F/HTvLLu24uxE9Sy2qhcBERABHqUwEbDXZeJJZzuhavqu+193qldeBmxRazZ5K7ir9j4WX0JpIwXUd78DX0jkQcPCkSeKc30zTJC5d1BoBJCDw/SiDzuNcHDtqf4tpm/2YN4OxMnQJEQeTiePZ5c9EEUQPRhm5Ae+kd2N+BIPB0S4l5c4Ftj/S3D8naLPHzuXGhKHvGOyESZB/fe6H3/EgYNV8om4CIHXi9JAcR7IeTQDs8XF3rcC4Y29986dAsy3kGU412TTIhCcWEoWc/1S8/ND4WeuFCESOOi1MO/qnnpxPsyJ14+2Ba3lXWR6Ut5fJ148viWLvf8SbNHZSLQaQJs4frhmTNDbxfiuVT99CW8dVgH6yG4M14+vHcPn2S8nHbxds+d+Pi1bVI175mNtxwbHpXeTen1V2seT91kk2xpJDA4f0FwxuxBYRGBShJYsGx5J+1mKxZbqbay3BAIOcMI3z7ySEZ9XvGwtmTlDeh1iDf2HhGppcmGZTvYHy27yKMtWy0lPLqDdY3Qg6eMe8vkISkTbDmv/3DreNh3UelZi+2TllyMQJAiblCZeEFp4/RLGTyJd1OUEFRGS0BxcZEtflkeYwiPtCNm0GjZWcSwW+pd6MkSebAT8YSEKOIeMS7A0M9j4CTX5P2S5WnXjLv59rWAzQgvLujE28ZFn0UP12xKjpX0EPJ6vHoYEw+muMjkW8PisXySY+paBEaDgG/h8tOX3h15viRtWXOdNepFvgUq2cav3ZtnrVifrLZF5XjtkMsmvHXw2sELCHEHccVj8ySDMDNmO9bF+j0IsgeeTtqPCNWpxHa2A77x0U5Np3naSGDOE08GZCUREIFCAu46fpq1TJ6axf/QJpoHS3halYkeCDX8VZ+tV2VOnMKDJ54I5kyi/0BDTZMXSWEHLxsre8KGQexZ0y5HJMhE47PNi/XiXXT0SMdscolq3gECXSP05K3Vt8wgpCQftv/22ot5XVtW5w/8eOnkeepwjHd8u1HLDOjDgfCc4n6nCWbt9uRx3MQCIsUDgSdvhXsaEcsHQTD5GU227+drD3bsQZWLWCC2IO74lqoskYdx8uLdMC/bq5IBlfPmjwdmfuOVWoDlvPbxOrx1PPAz4paLUO7N04woVXZOtROBkRKIb+G63bZKrbfR0HgutWDJFmPKtkUhUmR5xsQFDLxWRiNhG0IP27UQidybJxmEGdvasS6fj7GzRKq/PNXcvy3D4Thu+3cGwY9rsXcQ54q23A1nDvXpLIFJ794qGJgwvrOTajYRaBEBPHqm33t/i0bLH8bEi4dM1MBb5VB7vdau44E9+YsfwZERUA6xzJHlpFXxAaICe6nFjFh1zbtVwWNr5S9F1WyfWsfmcuGnsVf6Fc/kcfFmXEozgpUi9HCSWOFR6in9wyKzDYFrlmUCL59rduYfPZs1kMq7nkDXCD14QjQbGBm6PPD7Uemhx82qGM1tgV/WC8W3FrXFiB4ZFMHs8asGhrUa36a3ZrSFa1iDlOjkAZ/Lepxx3yX0lABbsklcbCnZZUgzxKL9Tp41JH6Pe9o891QtkHPyqPQhAzVRgCCF1w7Cjgs92IGXj9c1MZyaikDHCHz48+8LZpz7i3CbU5bHzqr4N/MDTs5KC6r825trp2TiPZNW34kF4cXjcYLiMXLiQZjjdnR6XXj83G/H2rc7wd85EIMpS3TiviPgIfhlnc7Vbls1fjkCiDxnTB4o11itRKDLCLD1sFNCT7R0gh8TZBlRh20ZF5m4sQjRx675i8aDlglETOLEqbiI4uIL4s2hVof3C2IJp1vdEvUJX6zuTSv/ur3lZCzm+rKVhdvFInHl2/YWDxqCKbvg5OLNt63NVCvHc4fAyOE8iYQAhZ0cpb5H3E5ss3KOdb/Gyhs8l5KD2PX3LSPyxO1IaaaiqhPoGqFnJCDxoiEIcjPiCg/wxF9BJBqOwFRkb/wo8KK2qm+eAF40m1g3hDdYl/Xw4XNCIGdOaMvzzGreolqPt719/eF27Yt+iByIN2x5auZocWLokPKEn/hWqzhMPHmow+OHmD//f3v3AnVXWd/7foUNyCYHBBGlQGwSdrmpFQULka2EowxJcMAWt2LbQBW6AQcyLOyegJchl+GFcBQ4BxhU2gISasW20LBHEzrAQyKFcBdq5aokkBCxCEQwKYLb9/x/M89/8az5zjnXXLe55lrr+4wxWe+c87l+5nLI+vM8z8yaTZM10yeePbTtTJuR8IvOHpHv3+PLt3w2D8u2OnMkd7UCCgroR74vOcpqXYGSR+58Mtloefllt1v+dzRfH55s6GxBHt94eNgBA83e0Vg8oKJgTt6Mln6Py2cyKWD2/avuatn3KHnzlgV58oJpct/WZgIp+WviewmY6TmoD5rh9Kr1R8Ecr0+zrx665dHkmckma8ZT1veAawgggMAoCFjg4wULhGhGjjZEU6BFryHP6/rpdu/vrMx6ZbDPOHiz1O4pmOLJgzpxXXpjldYZK/DycEY7CuDcHBXw4E26XwpIaUPS5r48CuxYfd6mgj1xu/pbM5Nef4tJ+q6dWxkFqNQ3JQWjMnIll1oCSXmZuF5vgbEI9GgGhX7Aa18c7eFTJinIo9dlK+n13GUDBWpLb1ciDVdAz8FncmlvnLLBut3+z68kgaGt7CjzXfE2tPm2lpKRehPw4IdmtnQS6PFlWSqnYE/WEq6sfXbUWw+waEPlrCCP8mSVjZeCaT+frH2FVLdeBa+kV6/HeTS+ePkWy7Z6++5QujoBBQE8kJPVqoIB2rz5VgscKAihN2LpSCcFF/KWdqXzDupc7fumzGpDe+XkpX6PSzOK1L6WcCXH6X8/rWnNrnE7LeOKX0u/qwXdPGm2jZI2ye7GVGVeDgE878+0zoT68964lpWfawgggMAoCITAzVwLbCyw/mqZlgc71H0FX75jx752aDbOOsvXnO1iZS+280ftuv8QUEDlKDu0UZbyN5Pl1duujrf8qu9yOzxQozKn2e146ZgCSQrezLN72i9Hs2yUkrbtur9lK1xOAk/qi2b1aJlZPAbN4rne7rfbu0dtkSZEYKtxGKd+5OsHuWZ36E1N7VIym+ftf5hk04/3MkEe34dFe7AwW6edcDX3/e1rettVmWei74bnKxu00WwxJX/zVjUjG99WPNASv2Y9PVoFRE7+1lRy+AyeeBaMv2Y9XS5rVo7yFM0C0n0PxqTr87dn6bq/oj2dx4M3CjylA0HxEi3lY9lWWo/zOgsokFOUNBvkk+csSGb/pAMDuqZ7ChgNO6lvHhjJ2oQ53b9+j0uBmbSRAkq6dsKSo5PAk/cv/fp19Vfl4xlIvbyuXs9DmzFnPRd/ZnGgKW3DOQIIIDDqAgqg2HG8HXoFuR861/WLbXxayqVZMy0bqIX7nn+unT9ix+ZQx7SlUiG/8sVlWoI8bml57rJjfpQ3yWfnXl7Bo2YK+dNj0JKtdkGeJFAUtRMbpP/ueg+guK/8PVyBsZjRo0CNfvRrho4OzfaIX8WdJt59waXNN2hlbfSbzq9z1amlPgomqY28tyvNPm5ZEhRQvWVmjGS1xbVyAgrw6fXreiZ6pnrVeV7SBtnNGVxhk+e8vPF1fY80W0wzwHxz6HQ53d/D2ld64sr3lAocpuuYlHNtUuxBnqP+7Jbkleh6nbonBWsUeFHS9XjmjvLqnvIoeOOvXlcA5eCPXpA5K0f1KLikfXIUINJ+PB5sUjnV5cGarGegPmjGjpZ+qb9q02f6aENpL5v1ynfVpwCVxutv2+KV6lnKXKtK4H9c+t9LN6WAR5n8ChpkBQ7yGlJgo2hWjcp1+oatvLb8uoIlnb5rqp/jaldXUf8UBMqawbPwsx/IHLYCbEVJz9WX5xXl4x4CCCAwiQIWBNEGygr4kBAYeYGxCPToKSiwojck6Qf9rP92bfKjXIGAOOCjGR36Ue6zMxSI6WTjXL1WXT/o9aNfe7GoTS+vdhV0UN3Jvj8//tuR/3LUfQBy3mBLqvS85f97Jz+QBPzi4J2eh565z/RSsO7Z/+9LpYem75Bmf6ketZOuX/V6AEntlpkdVrrxEcioAIpm3rRLV57y+hpg7c+j4IkCLQrceGAnrkPBmPi15LqnoIvevuWBEw+eeDndz5rVc/eNZzeO3e++JDikYE06qS0Fb7JmGSlQo36ojxrrJ7/603TxhoI3cbAqPQ7V7fsHdbJcbVpDXEAAAQQQQAABBBBAAAEESgiMTaBHY9WMDgVi9MPejzyDbt7ypeDRc3dumdFTVL+CD4PY6DdvLJN8XYE8PXfN6NGyLJ/VlWWivHrunQZjnrn5s409jrwsCfbk1a+6mcGVpT79mgIf2s/GZ9PE++Mo6KJgSN7MF82o0RKpOCij+hSM0fWsQI+uq714Zo16pXb8UB90X8Eg/R0vw1IQZ/2jt04rr76qn+2CN9obSIEi9TO9vGu6DlcQQAABBBBAAAEEEEAAgd4ExirQIwptmrvdW76VzPDQDJt47xYFXzTTxvf06YZOszZ8OU96PyD90H/JgkEEebqR7b6MnoeWTOl5+AyeuDaf2VV2X550T/Q8tQF3ekaY8qltnz2WLjfO5wp+5M1iKTvubutQcCUrEBQHjNIBFZ3f/tQpzeVe6T7qfjzrKOt+Ufl0/vjc+6WADwkBBBBAAAEEEEAAAQQQGLTA0AM9P712ft/HqOVUOsruvxN3QD/qH710r8I+ef3M4Chkyr2pwEvZt2TlVpJx4/XnfXrG3eJLmumTt++Sl1T93XynilvmbhmBordbeXnfL0czZ7LeylWmnX7n0ZIt71dWcKrf7VEfAggggAACCCCAAAIIIDAWb93iMSKAwHgLxK9F/8AffyvZL8eTlltpY2RftlWXmTPeL/VTQZ66BJ/G+5vC6BBAAAEEEEAAAQQQQGDoM3p4BAgggEA7AQVJtD+PAjpaCpW1qbLqKNoYuV0b/bqvjabjN3n5HkL9qp96EEAAAQQQQAABBBBAAIEiAQI9RTrcQwCB2ggoiKPXoyuIkt502TdFjmf+DKvj2u/HAz3qjwJUzOYZ1tOgXQQQQAABBBBAAAEEJk+AQM/kPXNGjMDICiiIoiP96vU6DajbTabrNAb6ggACCCCAAAIIIIAAAqMrwB49o/vs6DkCCCCAAAIIIIAAAggggAACCCDQIsCMHr4QCCCAAAIIIIAAAgiMiMB531/V0EFCAAEEEEAgT6BtoGend3yysdvhX80rn3u93SvKcwt2eGObN85q7HXCyqTUun88obFp3R0d1tDf7LP+27WNmbMObejV6/18Ffd2b3lH0lG92r2KJFPZdpL6PeaitvWd1HdTz1vPfZhJz1vPXanf33uNcRCvos/z+uRXf9rQK8E7SVpGpeVKVSRtxrzf+09uaO+bf7rkiCqazG1Db/7yTaGvPGVGbr5ubmiMvI69GznKIIAAAggggAACCCCAQNtAD0TDF9j1fYsbuxx4SuPZ275YWaBn+KOe7B4osLfHkZclCFUGeiZbffij1xvF9NYuJQI9w38e9AABBBCoo8BfPHh5HbtFnxAoJXDRSZc0Hr//CeU9uVQBMiGAQFcCHQV6+j1boase17zQIGaX7PhfFg5t1FXO0hnaIHtsWLOK+v2/DQV6NKPqtV+u67F33RWvcpZOdz0cfinNKur3TJ5d33ZgMqNKr2QnIYAAAggggAACCCCAAALdCHQU6OmmAcoggAACCCCAQHcCL/9iU+O7561oFn7D9ts2TlhydNvKnnns3xvLL/tBM98e+7ylsfCzH2hbjgzdCTz5w/WN7191V+MPjn5n411H7NOs5C9P//vk7zfP2rnx0cUfbFu5npme3b6Hzm28/5PvSfL7NT374845sqHPMumem37UeOiWx5L8Xu727z7QePSO1wPJ6f7m1et98Pv6Luk75Un1rjGDj/5fH2zs8OaZedVwHQEEEEAAAQQqEuCtWxVB0wwCCCCAAAK9Cvx686sNBRXapWce+3m7LNzvk4CeiYIqCnDEQZ64+l+sezEJunSTFPRRUjsKppRNj96xJsk659175gaHynyX1K6CT0XpgA9tCW7d/t37i7JxDwEEEEAAAQQqEqhkRo9v6KxlKD+9dn6y38xOb//D5ma///vXv2y8cP+3CjcvVh0qE29KrM2OX3nuR5lU6TZ1rr1u/tMb3pjk13Ibtdlu8+Z0X1VW7b78k+WZ++Xkbcbsmxv7Pjsai/rkSfUl44k2W1bb6rMnbUCsow4bEDc7VfBHN2OOq9PSJTnJwZOM9NzyUtymnN5ifjtES9/KLEXT5soqEz8fPRd/Rum28zZjTn8H09+lvO/9vqf/tNmEDPy8DpuNp8eede4bOt9+3SmN556+P9k8WYenJ+//u2Tz5l88lf2DQEuX9v3AyY0DPnxWs4zyP3Rz/obPql8bNWvJ03e/uFfS3h8ce4H9uNk5qUPLrFSHPvOSNleee+DHW/qqPnp/0+XyNmNO90Xj0Hh8k+tfb7YffDaW9AbWJ39rqtmE8vq5Np0u6ne6X5yPr4BmhShgoB/dc+3He1HyH/AKPmhWEGlwAvfcZP//YMbtZkwpGKTn1umMF5X5F5uV40E+D/wUjUjPX/mVsr4r/l3S90l9L+qTB5eKvktJkMuCPRqjZgyV6WNR/7mHAAIIIIAAAr0JVD6jR4EQBS/iNzop+KJr/uai9JA8wOFBHt1PNqtdcGljl/ecms4+7Vx1qw4P8iiD/ziPgwhxQdWvoEG6r8qjMrOPW9YSCJjWaM6F7XZ9Z2ZZBRZUp/o1bqmbMctfHunn4/bt3gimZ63ycZBHrnqeRW8U8+9hHORROfVH91Rn/D0q+6y6+d6Xrbuu+bSx8LFfuK8lcKK+Kpii6wqUpJPKfPSL97UEeZRHwRJdL/NGMAV4FPTxII/Ke1AmDh7FbauM3qAVB6R0X/3RPfU3ri/d77xz1anycb9Vj7eXV47rCGQJ+A/2drM6/Me7luzssc9bs6riWp8EFCRRYEPLmOKlTHnV32rLu7pJ+x46JymmIJ8HcIrq8e+IAjpZ/XrD9ts0A0DtZvX4bJ6sgFHcB/VR3zkFvsr0saj/3EMAAQQQQACB3gQqmdHjXdSPcx16i5BmVmhGg84VhFGAw2dSaOaEp2QWRJj5otkcKqekvPrhnf5BnuZQ/apDszs0m0aziuI2VYdma8Qze/RDXm88Uj71UW36m4/8B7/aV7//9ysvJTM9yib1V334d6vTy/nMD9Wh/my6/pikOo1XRzxLZRTfwNTJmDVu+Sswok89G/n785GPnme7QI/yKemZu5k7+/NPb5ytej2wpGejZ+SbIeu66tTzV9/WhmeUNNImdfq918bO6dlAbZqo5W0FTTTDRhs7a1aMks920d8Hf/SCxg2PHNTsuwIgCozoUzNp7r7x7OZMFgVGFKRpF+jRfeXTDBjNKFL7uqbAj4I9qkezjOIZMsrvASD1U/31zZB1XWUU8FHfbvja6/1th652dejtWapTM3nivvgMIrfRxs7p2UDt2uD+ZAm8+W07Jz+kfSlN1g94iTzz6JZlNlqyQxqsgGawKLWbwRLPoNESrrwlXnm9VZDFl35pSVZReZ/5o7qKgjPqk4I8WuaXV1+8bEtBw6LlZ/puKtijPO36mDdOrpcTOPWA08plJBcC9Ra40rr3iXp3kd4hMLoCHQV64iUlRUOOf1yn8+lHt+570g/pDStOb8z9k9uSH/b6Ie0BEJ2/KSzbiYM8Kqsf/q/84wnJDIt2P/oVLIh/1KtNnaus2lMbcaBHP7K9TuWLl1N5XV5WS4M6CfSo708vO77lbUoy0Vg9kKC/FWCqQ1KfPGhS1B9flpeXp5Mxy98Nnrn5sy1WCvr81mzK9OkZ+17Fz0bOCsxpJpgHFv25x981lVHZOOn796p9b1RW3xn1sZOgWyff+zzDKq8ruKGjXfKlUnn5ll98RMsbpBT08BktCp7obwVAlBTk8PNbr/xESzkFSl7d9GKpPilIpOVOntRHnWtWjtr0QJDuq713HblliZgCLmo3TlpepfJ65bnKqo+dvPZceRVwivuiNrS8TW2rTg/0tDTMCQI5Av5DWj/O8wI9PkND99vtraJm9MNcZTQTyJM26c1bZqTNoTWTRZsFK5j00K2PtQQA4g1+le9Bu9/JBsDqs/oTl1FQQv3JCkgonzYD1nj/4Jh3Nm7/2weaY1EZ9VEbJStpQ2TVlZWUR+2W3aBYY1N+BTiKAipqaz8LgDz5w22S5yGvPNusfumaz8xxmywHL+t783jgJa9OfZcUqPJZQlmbPPs9tb/jLu03WfaA1CN3Ppn5rPL6wnUEEEAAAQQQ6K9AR4GefjS98cd/O60aBTUUQNGPb/3g9rR9dJ61L4vKqb52P/p9FlC6Yf149x/9cXDFl/vox3kc5InLq07N7FBASD/88/Kl21QQIeuV2XH5rbbbsTaBnnT/uznvdMyxf5aVnpuCc/F3Jd0vBXCyAnC69sq/n5I8M32/PNATf9c0kycrqeymdZ9sBok6CvR08L3PansUrymAkfWacM2o8RQHerSkS0nBkaxyCrooKKMyRUkzgbKSyitgo5k03q7/rfwKJmUljUMzgJRXR6eBnnSdCmwpGBW3nc7DOQJ5Aj6rwgMS6XwK1ujw4ENRoEezNZZfdntLgMfrS97YZAGJD554SG5A6debX2vc+H9/f9oeQCqrPigYofrTy3j8vupOp6TdjE2LfVwa98LPvj8ZXzqpP1oaFe9JpL1jFHyI97jJCvTEM1faBW283Tiglu5L1vn7P3lg4qW2tGlxuz190nWoX3qe7fbV8X4VbcKsumXowUAt9cqaleRLwMqayNb38lE/ypZLj5XzYoFzPnhY49wPzS/OxF0Eaiqw8sm1jcP/8ts17R3dQmB8BDoK9GhJSa8pLyCS/KCf1Vr7thZEUVKZvBku+qG+a0GnVC6erRNn3WxlPemHvn7IK3igIIBSXrn0PQWo8saV7lpevldfejqdtRbnCmgpsNJL6nTM7p9XTn3Rs0vvvxP3MX626b7ruaoNPbfnws24zazgktehelVO35dOUt5Ysr73ndQ7qLwKeqQ3C+60rbzNll9+7vVX+8Z1anaLUl453VPAxQNCWf1RECVv4+L4uoIsCuDEbWYFl7yNONCT1W7etbyxqK098gpxHYECAf0w1w90BTP0gz8dtPBlW3mzfeKqPcij+rSRrs8SUd1F04IAACAASURBVL33LNsy00OzXPJema2gjH7Ux6/a9lkx+pGvoMQONgskDhbF99+V6r8CPB7kUYBAM2t8k2Bd9wCR+p31qnKfkaT2VN7PNWafCZUXIFNAQwEYD1QUPILmLQ+opJ9BXtl4w+JkZk+HS7gUuPH9b9R21qweD4ipD2WCLAocqi86sgI9HijcY9/XX6WeNz6/rnY1NvWlTB/a1cd9BBBAAAEEEOhcoPLNmDvp4jY7vi3JnhfkaXdP939rS3Xykur1uv+TzaJR0mwaT1oiVJSKAgJF5biXLxAvwyvy1xKsolT0nfF64xlB/ndRObXX/L5EM8+K+sG9cgLx3ju+lCurZNE95S+6r3t+32cF+WdRubjedrOJsvrMNQT6LeB773igIa4/ns1R1K6WO3kgRDNk4qCBAhcevFHwQ0uv8tJRp32gZcbPf7XlXHFS3XHQSfd9No4HpZRf7WgGkZKCAwrWxG+CUv98BpD6HS/ritvzJWe6pnF4EMYDDh4gi8vobw9olA1MqL/u10kQROPwPmm88eyjdJ/S53LzZ6+lUVnJn7/sygT7fLwql5555ddix6w209fe8J+3zLaKn286D+cIIIAAAgggMFiBWgd6Bjt0akcAAQQQQGD0BPwHfPqHtAcxfElO0cg8sKFZHHkzUt51xL5JFXlv+VKQIA7GKK/a9ms++yjuh+5va298Sif1xwMNCtZkJbXXHLvlz0p5QZc4WJEOkKldv+Zvt8qqO772i3Ubm6eatdRJ+lBYsqZ2fTPnsuXbBax8f5793je3VJV6Vv78/TvhBTsNfnk5bRquFM+oKtUZMiGAAAIIIIBA3wRqHeh5LSxnKtqLpeielOIZOmk1lfXyPjsnngG0VZtZGz77pN0skHS7nOcLxLOkivx9BlZeTUXfC683Xi5XdqZO+vuS1z7XOxOIl00VzZopuqcWi+7rnt/39tIzfPJ6nS6Xl4/rCFQhoB/7CpjEy3TUrgcrsgIs6X75j/hdZ+2UvtU896BKPHslzpwXIPI87e7HdXlQQGXSwaM4n78uPh2U8DxFQRcPkngwxMv4ubvmgkQ3Xv7Fr5IzPQefoVSmnPJofB7M0jPLm52UVZ+eibumA1bxrJyyASu14S7pgJ6f5wXPsvqna/GmzZ3MWMqrj+sIIIAAAggg0LlArQM9esuRkvZPyfvh7nur5A1d5fLyxPus+B4q+sHvf2svlrwU38vbfyWvLNeLBdwz77kl34lds/+Lr9dcVNafXfzc4jaL3uLm35lXntvySt3ikXC3EwHfz8b3zckqW3RP+RWQycujfXk8eVtxm0WvbveyeXvuZPWVawgMUiBrVo/exKVUZsmOz57R26r+8vS/zz18DC/ZnkCDTNpIWekNGbN94nb9fnqZkecpCrp48ENl40BRHCDrdIxZs5PK1BEv4dK+O50ERPICVh6Y0SytIod0/zyQE5v4DKt4xk+6HOcIIIAAAgggUF+BWgd64rc1+WvW05S7vOfU9KVp57uEV7Snb/h1tRPPyvG3NekV2nkBA3/Tl2agEOhJy/Z27m9mi19zH9eYdz3Oo42as55dfD1+K5c2WfbvwFvslfJZSWU9SFS0UXdWWa61F/C3WekV5llBl7zr6Zr1+vSs5Ne1CbPP5NEmy/533uvktfmzB3ryNnrOao9rCAxSIL1PTxy88Hv9bP9VC46MelLww4MkHhSLl7sNwq3IrNslXFkBq3j5mY+xqO34ni9ri+twn07rKtsm+RBAAIFeBWbMmHGIHUvsmIoOnU9/pWOvjVVQPoxHY+m6/1ZWaVHc3ajeBRUMgyZqJFDrQI+cnn/gLxIuBWV2O/yrzZk9+hHvrzdv56kf6HqNus8K8rIeCEi/VUqvzfYlRGpDgQVP6bJ5r+Ju16dO7nsAomiGUSf11T2v++t5ve2YpS1v1/LvQZkx6NnFb+ZSWX0PlLa8Zv3fmtXI+IXwdjH/vsQze+KyCux18mr1Mn1N5/HNptWHrIBVOv84nPtr1TUrZ+EZt7S8XUtBmvcvKvf2NwVm9Bp1X26lGT5H/dktzZk+8dvEFOR56OYlCZ+Xi4NMald1KWk2TyevVu/mmXjQSX3Im5nUTb2UGT8BX56lJU8KVvjyozLLtqThMz60wfH/uPS/tz2y3sjUT9XXZ+psmdmTV7fP/Cla3pVXVtd9tpN7+Wyedq8iz6vz1TATKe9+0fX0Eq70Uqy8snp2/jy8jI9HdZaZ0ZWu+/UA2Ja9j17/Pr01nZVzBBBAYKgCFrjYxo6l1onVdqT/66zOV9v9Lf9yN9SeVtu4IjzW4m/tOL/almmtrgIdvV5939N/Wnoc/XgttxrTD2r94NcMGgVc4qCL7itIkzdjxzurH+b68Z71Ou51/3jCtBk5+tH/zM2fbexx5GUN/dBWgElHOmmM8ayQ9P1+nav/+rGv/u97+sKkv2uvP6Zf1RfWI3efvVSYMdx89NK9ymRrm+fpZccnQR75bwnObAnQqGAyi8qWTmU9T6/YzdJldV+zcZ5Zcfq0Pui7pP179H3K+76oXn03Bp3ipWGzj1uWNKc+V/F9U1ua3ZI3wyVr7Feeov9v6T0tv/iIJMijQIcHWLxW7aujYEvR69WV1/Nk5funS46Y9vp2BX62nblzQ0EdlckqpzpvvfITvQ+wTQ3x0rBjv3BfklvtahYSCYFYQD/29YNeP/R1NN8AZa/LLpO8rMrVYdaG7zvjgau8QI7PNNnV9vLpJsWvKNfypG6Xbe3w5v8jaV6zYHR0slQq7reWcPnz+xdbRle0x1BcTs9Me/toudb77U1mPo6ymzCn7ZLlWzdt2Xh7v0PnNMfUTdDopedfX+aX9xzT7XOOAAIIlBEIwYxbLO9hdlxnx+VTU1N3eVnNXrG/v2PHYvv7Wbt3cZl6xzlP8OnPv6iPM9QYjq32M3pkrh/g+pEbL5dJfnDbNV/mU/RsFBRRUCZOqvOn185vqTO+r/p1X+XSr1HXNd1LzwQq6kMv99IBpaI9ZHppp05lZZ733HS93evVFRBREC/9nXn2ti8m1/OSrHU/PWNH9ais2k5/H/Lq6uW62tD3O15SuK0FvcY9KZhz41cPatxzw9ktQ1UwRtfbvQZdhW74Wnb5735xr0be0iu1pyBQesaO8t9+3SlJnfGG0YN6DmpDgZ14nFnL2AbVPvWOloD/CFfww/dXKbsJbzyzJe/tSAoe+P49eXvi9EssnomU9yYq9cfH2U0AQn1VQCZe9qaxx0u6yo7nzdEm1i9HgY2y5eN87//DLa+kl3Hes0jXq/EriKIyD93yWLNc2eefrs83wfb6dL/bun7x9ItJ9Z1sxp3uD+cIIIBAjsCRdl1BngstgHF8HORR/nC+j/25xo6LLNizfU49XEZg7AXazujRD970j95OVcrUoR/ROvKSfrjnzWYoM4tEQZluAjOdlssLIigwVJT0wz5vHMkMo2QGyvRZKEV19nKvXX/L1N2ujqIxq36NO8+/3fdF5RWc6WYvHS9X9H2Mx6/8Wc+u1+990Xe+jH83eRQM6TW1q0PBjKIZQApyKLATL7HyPinooqNdyitfVE5BHQ/sFOXze8qbNQ4Fi9IBo3R9RePQ7B1m8KTFOM8SUMBCmyl78EM/rMvOLNHSn0fuWJMECJZfdnvjXR/ap6HZJZ4UPPCAi66XrTern2WuqX71QW0ms1Ouuit5M5XPCIn7o3H2spTMZ8P42666CWiov+qH/PSa+16CGiqrseYFuPL8NHtHZR669bEki8bVy3NSeTn77KBux9ScXaZZQiQEEECgvwKXh+rOy6vWgj2vWYDny3b/+XQeu76nXdMPqnjJ10I7v9nKTXn+MDNIS8Pm2WH/p9T4uh2+9808BZTC7KI/s+sXhXKaVXCe3dus89CW3ix0ph3af0CH16Frl6mvyluUrJ5t7P5xdmi5mqekzqgtzWRSf5XmWBmN5Uy7f3E0loV2viLkUf9Ur5YpeP91q6VeXbB82ttnuR2yULrADgXblDTmL5UZR8jPR4UCbQM9FfaFphBAAAEEEECgpIDPRPEf5p0uwdJmwLdaQEU/zBUwyAo0aOaIvwq8ZLe6zqaA0q//Y8sMFY3JxxVXqOCDb2LcbUM+G8bfdNWpm7ercrIrOwunqL8a+yN3Ptnx27f0zHy2VS/BL/XNAz36u5tZTj6+12ddlVtGWOTCPQQQQMAFLODwJvt7jh3XeYAjT8fua1lXS4oCFulbCmKssvtHZAQsFNyIAyEqqz2A9rfPL9gRb3ys4NHH7d5eVk8zaGTXdrNDbXhwRHWoztMt7z4Zbep+kuy+ZiRpU1GNO04qrxlLs6y8AlEdJSungNeW11u3liyqV0vi0v3IG3NH/SHzYARGYunWYIZOrQgggAACCIy2QDzrotOAhWbLfHTxB5NATnr2hoIh2vtl4Wc/UCmQ+qI200EL74/62499X3wvG9WVHnvZAbu3v4q8bLm8fJ0GsNR374P+7nY5m/dHDj4jqNs3kCnopcBTP/qT58R1BBCYWIG9w8j/uVMBC2woSKRgi5KWfM3QYX/PtENBIQVhrtpyu+WfCnxoZozn1+wfpYfD58yonlV2TYGQfcM9/1AwRElBGbW5rR2aCaO8WW1uyb3ln5oFpHyaabNV1A+fXZMEtOy69iny3/VrQr7M/YnMQn3wQJj6sW3ol8rrXOkHIV84TT6SfkR90J4SWiKXNea4HH8PSYAZPUOCp1kEEEAAAQTaCegHs96KlZc0EyRecpXOp2CNjqLUro502U+eU/yG1l7vK2DhgZ1021nnCgqlA0NZ+eJrPgun282LVZeejdr1TZGz+lD07NJ9VKClk/wqr7emfTBdUcF5u+/DCUuOzi3d7ruogloOqNSLa24HuNEUWPnk2sa5t65EBIGRFFj74sZe+z1tSVaJCj1AoyBPc7aP/b3ZAhravPNQOxbZ35+zay9E9Wn2UBwwuTW6p7ybdR7q+Sv7UwGjN0Z5/E8tm/K8WlqmzSg/bofaPNHuTVvCFYJTmjGULMGK67RzLR073q4ttc/97PyRjDbzLikQpX5qbGd5Jvtbs5DOsvp2t0+1e7AdzY2uQ/5mPyz7esurJXJaUjbbjk76YNlJgxYg0DNoYepHAAEEEEAAgdoIaMmWLwvrZn+eeCAH2L5CCvQowJEV6KnNoCvoiGby6C1gWwJg+g+8pEEJrFrzVEMHCYEJE/hlGO8uXYz7w6GMz+ppVqEAhwUs9Hpfzd7RrKE4uKHlSnH6TThZY8XigJAu5wWgVlneJMjjKdWm1rlmLb/yGUxaoqW+5aXZdqOTIIvyK/l+R+G0+aHrCvRo1lCRhQr8JF2Y8/oIjG2gp8xGuPV5DPSkXwLtNoDuVzvUUy+BMhsg16vH9AYBBIYhoGDE7d+9P2lagZleNi9WHfGsHi3h6nX51DBM+tXmoxbsku8fHP2Onl371adxreewOb/bmD939rgOj3GNuYBm9Hz7gYe6GeXPQ6E/tc/mrJysiiwwouVJB1tAxQMVmrGj9EpWfrv2aM71flxe1qYS7ZeTFejZuU25bm+nl5al68nqSzoP5yMgkBvoufHuXzXu+Une/xZGYGR0sSuBG+9+uXHPE//RVVkKVSPw6DOv9r2h1Y81Go9v6Hu1VNhHgedf7mNlVIXAhAl83zadjjd3VoBGAYl+JNWjmSz3LPtRsufRJKbktez29i8FuiZ9ZlMVz19BnnM/NL+KpmgDgb4LaOlhN4EezaCx+I3Whx5mn9unZ8mkOqplR9o0Wa9h1/KkO+zQVMPt7GiZXRPKtQt+pKrv6DRv/bQ2aVbKC6y8GO63LDfrqOXszO2CWgo8kcZAIDfQ84/38KtiDJ5vx0PY8MJvGjpIkyXw/K9svqkdJAQQQGAcBbT/jQd6tuz/c2DfZp1oVtB/tX2QFEzSMq5JDHTcc5NeCtOw/aAOHMevD2NCAIH6CJxmXdHyq3PsaO4vE3fPgjt6bfgF4do14VMbOGs5kvbqaZkNFGb/6JXrSo+Hz35+HKo2tFzLKw1tao8eJZ+plG7Tl6q1ncGULtjmfG24L8t4aZYX03Ulf127X+dzxARyAz0jNg66iwACCCCAAAIIZAp0uuF0ZiUFF/X2q7kFm2YXFB2LW+02eR6LQTIIBBCog8DN1olVdiy2YIk2Db48Wp7VsGuH2DV/Dbg2G/a9a1aGzmvzYm2enAR77G+9vtzfbKX86X13QrGePjST6FprK9l02T4ViPqKHbqujZanbcSs1tR3y6uxagbTEvs8z64ls5HsXLNuvm6HgledvmJdM3o0M0obQWs+/5dCv7TcTQEy1an7d9tBGmEBXq8+wg+PriOAAAIIIIAAAggggAACkyBgAQnNijnCDgVAFJDQ8ixtppwcOrdDARQFcvQ2rSRZMS2P8jdvKdjj+TfZdQ9snOj5+/ypvqiNV0MftQeDXrmuMVzSpi31WUEX5d8U9XudnatOBYo0No1R41feOSGfgkPTUsj3gXBD9Xq/fmt/61zpqJAvnPIxigIEekbxqdFnBBBAAAEEEEAAAQQQQGDCBCwA8Zod823YeitUMjMnSjqfZ/e1r01zqZTu2+kK+9jfjgtbSmwJAO2lelPX+3X6gFU0y464r3rd+vx0H9MN2n3N4NnHDr1KPU4+zpbXrluGo6JM2qcoM1m9Cg7NtOPMVAadz7T7nbzFK7MNLg5fYOvhd4EeIIAAAggggAACCCCAAAIIIFBOwIIR2l9GRzoIkltBCGBob5/M/X28YKhbS5laUgjMTLuuTHZPgaS8ewqsqJ+5fS1oUwEoBXbSQa2WvoU+KEDT0oeCehVEUqAoHSxqqbfNuOSfOeZpneNC5QIK9Py/lbdKg4MW+HWJBi61PDeWyEeW0RF4sERXee4lkEYsi/7lgYQAAggggAACCCCAAAIIJAJbW5Tuc1hMnoA995/YqHWQJkiA5z5BD5uhIoAAAggggAACCCCAwEQKsEfPRD52Bo0AAggggAACCCCAAAIIIIAAAuMowB494/hUGRMCCCCAAAIIIIAAAggggMBQBGwWvZbWs3/NUPRpVALM6OF7gAACCCCAAAIIIIAAAggggAACCIyJAIGeMXmQDAMBBBBAAAEEEEAAAQQQQAABBBBg6RbfAQQQQAABBBBAAAEERkTgvO+vauggIYAAAgggkCfAjJ48Ga4jgAACCCCAAAIIIIAAAggggAACIybAjJ4Re2B0FwEEEEAAAQQQQGByBc754GGNcz80f3IBGPlIC6x8cm3j8L/89kiPgc4jMAoCzOgZhadEHxFAAAEEEEAAAQQQQAABBLoWmDFjxgI7VtoxFR1L7O9Duq50xAva2JVkcsaID4XupwQI9PCVQAABBBBAAAEEEEAAAQQQGEsBC2LsaceTNrjldhyWGuRiO19t95fasc1YAhQP6oIMk+IS3B0JAQI9I/GY6CQCCCCAAAIIIIAAAggggEAnAha8eZPlX2fHHDsutGPW1NTUDD/sfKEda+xYZMctmt5in2OfFNSyY4kNVIEu0hgKEOgZw4fKkBBAAAEEEEAAAQQQQAABBBo3BIOFFtw5y471sYmdr7Dzvey4zg7N9jly3M0swLPAxviqHQryaNykMRRgM+YxfKgMCQEEEEBg+AKrb7qr8fyG54ffEXqAwIgK7H3Q3o29D/q9Ee093UYAgWELWEBjP+uDgjfXhYBOZpfsnvbsOcVualbP5fb3XuHa9na+KZQ/Pi5seYruKZByuR2aRaSkmUTXWJ2PhPPkw+rQcjLl2UrtlblnZbSf0Gl2qK9Kq+w424rfFc4LP6y8ZixpCZsCPJ+3Y087vK7CstwcLQECPaP1vOgtAggggMCICKxedlfj8fufGJHe0k0E6ifwkVMbBHrq91joEQKjJHBg6OzX2nXaAiWbLQai4IeCHnvY0TLzp1153Q9BlGtDHXERzZxZbPc1q0gziLpKVl4bJl+UKqxAlvYYutDqPqtdxSGAtb8HnaycAj2kMRQg0DOGD5UhIYAAAgjUR+CAoz/R2GmPWZV0aO29dzbW3re6MfugeY3Z731fJW22a2TjhnWNB5d9r7HT7ns2DjjmuHbZK7lfxz5p4Cuv+GYy/vmf+Z+VOJRp5MFl1zc2blhvz86+x7tX+z0u0z/yIIAAAgUCHw73nirIE9/6ZztRoEfBj44DPVbmj0N5zeA5T8EjVW7BFM0susKO5fb3TL+ue2VTqENBHs3g+UwUqNHMonPsUCDpRrvedmaPly3bNvlGU4BAz2g+N3qNAAIIIDAiAu+24EZVQZfbGt/YEuixIM/hn/nzWggp+LQl0DOLPrV5Ih7oqcuzU3f1/BToeffR1X+P23BxGwEEEOi3QK/rrc+3Dq1Kz6xRYMWCMJ+xew/bcawdmjnUafpUKKBZQUkASUl/W91fsj81a0hv0Jq/5Q7/nHQBAj2T/g1g/AgggAACCCCAAAIIIIAAArt0S2DBFr3dS/vtzLG/W/bbSdWpWUbdBHo+HurZZPXndfMwu6c3ihW1n1eW62MmwFu3xuyBMhwEEEAAAQQQQAABBBBAAIGGlmIp/W5Ji3eGfI+XzB9n0xKqgSQFb6xiBZFICJQWINBTmoqMCCCAAAIIIIAAAggggAACIyJwf+jnF9L9tdjJNnboDVZJsr8VqNHyJy29esGvF3xqBk+cfDmVymtWTd7R8vaurPrTgZ0wQ2dNyLttQd3M5skCndBrLN2a0AfPsBFAAAEEEEAAAQRGT2Dlk2sb5966cvQ6To8RMIG1L26szMECItobR5sXL7LP79h5/MarD9l1bY6sAMof2aFXliudHT7jj6yd6H32j+d7Ofyh5VPbW1vNfXQy6ktf0m/y16KLeutXOj1tFzSrR28Sa7vhcrow55MnQKBn8p45I0YAAQQQQAABBBAYUYFVa55q6CAhgEApAW1+rE2WFdTR27AutSDMegV97Hymnf+bHatDTWfa9TiI4sEXBW8W2b1kbx37WzOBlocyyYfde82un2l/6s1Yait+M9Y2du0rdmjGUPyKdQ/efMXyn211TNmn3viVtYePAlDqp16lPi/up/pm15eqnF1vO2PI8pEmQIBAzwQ8ZIaIAAIIIIAAAgggMB4Ch8353cb8ubPHYzCMYuIENKPn2w88VNm4LfDxggVCNCPnB3Yo0KLXkOe1f7rd+zsrs14ZUsGbpXZPwRRPHtSJ67rETt5jhwIvD2e0owDOzVEBD96k+6WA1NvsaO7Lo8CO1edtKtgTt6u/NTPplPRFzidXgEDP5D57Ro4AAggggAACCCAwYgIK8pz7ofkj1mu6i8AWAS09rDLQo1ZD4GauBUcW2KmWaSkQ40nBl+/Ysa8dmo2zzvI1Z91Y2Yvt/FG77jN4FFA5yg5Nq1P+ZrK8etvV8ZZf9V1uhwdqVOY0ux0vHVO/FLyZZ/f0WvTDQkVJ23bd37IV16++aFaPlpnFY9AsnuutXLz8q1mOPyZTgEDPZD53Ro0AAggggAACCCCAAAIITIxACLQo2JK1vEnBlW/ZPc2KeTFGCeWmTaGxPFnXFMBRG3PLwCrYY/nmp/Pa9czyIb/KZI0hXU3b81Bf5jjaFiZDrQUI9NT68dA5BBBAAAEEEEAAAQQQQACBQQtY0EMbKF886HaoH4EqBHi9ehXKtIEAAggggAACCCCAAAIIIIAAAghUIECgpwJkmkAAAQQQQAABBBBAAAEEEEAAAQSqECDQU4UybSCAAAIIIIAAAggggAACCCCAAAIVCBDoqQCZJhBAAAEEEEAAAQQQQAABBBBAAIEqBAj0VKFMGwgggAACCCCAAAIIIIAAAggggEAFAgR6KkCmCQQQQAABBBBAAAEEEEAAAQQQQKAKAQI9VSjTBgIIIIAAAggggAACCCCAAAIIIFCBAIGeCpBpAgEEEEAAAQQQQAABBBBAAAEEEKhCYOsqGqENBBBAAAEEEEAAAQQQ6F3gvO+vauggIYAAAgggkCfAjJ48Ga4jgAACCCCAAAIIIIAAAggggAACIybAjJ4Re2B0FwEEEEAAAQQQQGByBf7iwcsnd/CMfOQFLjrpksbj9z+hcZw88oNhAAjUWIAZPTV+OHQNAQQQQAABBBBAAAEEEEAAAQQQ6ESAQE8nWuRFAAEEEEAAAQQQQAABBBBAAAEEaizA0q0aPxy6hgACCCAw+gIrLvxyY7sddqxkIBs3rEvaeXDZ9Y21995ZSZvtGnnl5ZeSLM8+9uPG1Sce2y57Jffr2Kd44HVx8uemz2F8jyv5MtAIAggggAACYyhAoGcMHypDQgABBBCoj4ACHFWnjRvWN3TUKSm4sva+1XXqUqOOfRJQ3ZzUp2F8j2v1ZaEzCCCAAAIIjJAAgZ4Relh0FQEEEEBg9AQWLD6/sds+b6+k4z+86XqbzfO9xgHHfKLx7qOPq6TNdo0oQKDZIDKQRR1SHfskl6tP+ljC8+m//oc6MCV90LOT1zC+x7VBoCMIIIAAAgiMmACBnhF7YHQXAQQQQGC0BBTgmP3e91XS6TX3bVmutdPusyprs+zAtHytKodR7pP6XicnX3Y4jO9x2ec4aflOPeC0SRsy4x1PgTk2rB+O59AYFQLDF2Az5uE/A3qAAAIIIIAAAggggAACCCCAAAII9EWAGT19YaQSBBBAAAEEEEAAAQQGL/An900NvhFaQGBAAjefPL/x8wdWDah2qkUAARdgRg/fBQQQQAABBBBAAAEEEEAAAQQQQGBMBAj0jMmDZBgIIIAAAggggAACCCCAAAIIIIAAgR6+AwgggAACCCCAAAIIIIAAAggggMCYCBDoGZMHyTAQQAABBBBAAAEEEEAAAQQQQAABAj18BxBAAAEEEEAAAQQQQAABBBBAAIExESDQMyYPkmEggAACCCCAAAIIIIAAApMqMGPGjAV2LLVjKjrOsL/3nFSTfo7bHJ8MrjP6WS91DUaAQM9gXKkVAQQQQAABBBBA9Dr2cwAAIABJREFUAAEEEEBgwAIK5CgIYc0st2NRqrmL7Hyd3V8w4G5QPQK1EiDQU6vHQWcQQAABBBBAAAEEEEAAAQTKCFgA502Wb50dc+y40I5ZU1NTM/yw8+NDPcst7yFl6iQPAuMgQKBnHJ4iY0AAAQQQQAABBBBAAAEEJk/g/wlDXmjBnbPsWB8T2Pl1dr5/uHbB5PEw4kkVINAzqU+ecSOAAAIIIIAAAggggAACIyoQZvNoqdYqC+isyBuG3XvE7mm2zxIr07K/jGb52LHSDt/XR39Pm/lj17Q/jZaHNexzUZRfdW4Tru+XqqulHtUbyulTy83i/YSSvHZNSfsKeX9U//bpsdk11ZHej0jn6Ta1b5HqUv70WJt9j+tXe3boXtwH9uVJP4SanxPoqfkDonsIIIAAAggggAACCCCAAALTBPYOV5ZMu5O6EGb7rLDPKb+lYIb9vdqOw6Ls+nt1uDet2nB9aXRjsf19lV3fzz4fTtWlerL2Bppn+bTcLN5PSHlVx7V2aF8hT6r/3+xeM9AS9Tu9H5HOVc+0QJVd/47u2RGPVXU/lqpbG1dvskP3POlv9Ys0QgIEekboYdFVBBBAAAEEEEAAAQQQQACBREABE6W14bP0RwiGKICxxo55Fv9J9vWxv7XMS9cWZwRptA/QwXYk+wDZ57Z2rLJDARYFebR8zOvxvYHOsuvppEDOmVHehSGD6lCaGeqfaX+rfrW7r26EYJD6rSVp20Z16He9Zi0pnRY+4w/VEbc5y841zmbdIbPqVUrnVX7lJY2IwNYj0k+6iQACCCCAAAIIIIDAxAs8e//KiTcAYHQFXn154yA6/3IXlfp+PUdZsERLu5Kkvy2Y8gH7UzNuLrdjbrjlH4ssT7IPkH2+Znn/yv7ULJkL7TxePna9XdPMn7elyuv0Ost7cXT91ujvz9m9zTrXZ1T/G8M19VVBppZkebXM6lK7GM/EifO0tKkxWP4vWwb1cbYdGrdmFGksWXkVzJIJaUQECPSMyIOimwgggAACCCCAAAII/PMph4OAAAJbBJ4LEDt0AmIBDQVKFNBYYwGPZpDH6whBkGS2i2Xd3gMv4f4zqbaeD+c3pq7/JnUen2oZVZw8r/rzQuqe1z+tOvXNLvpSrF3s73hJWTp/uk3d/0kqUxJMsqQAV0uKTdL3OK+nAIGeej4XeoUAAggggAACCCCAwDSBt77Hf9dNu8UFBGov8OLjDzVe/VXfZvV4oOJAG/i0gE2MEYIivxsCO/+5BNQdlqeWS5VsLNqDR/vt9Dvt3O8KqW94AgR6hmdPywgggAACCCCAAAIIdCRw5JUrO8pPZgTqJHDzyfMbP39gVb+69Hio6E/t0/eWyav7FLtxkQVJtK/P3XmZouuHlshTeRbrv5ZXeZBH+wD5jJ+19reWsPWyvOrFygdEgwMTYDPmgdFSMQIIIIAAAggggAACCCCAwCAEwjInBXgOswBI1tutkmbt3p724W+yut/KTdm5ok1zQuCkpXshv2bzaClVsl9OjdKRoS/7W9+0l47eJKZDM5reGe5p4+RuUrL3kKVpmzlHJt3US5khCBDoGQI6TSKAAAIIIIAAAggggAACCPQs8LlQw3ILRiwJAYnkkv2tFG8irLdivRbyLwmf/2R5mq8jt781Y+YH4d60gEe4XoePT3knwjjPsPPl4VrWBtBt+2w2CvQoALbI6pSl9jLyQFm7GVNt6ydDtQIEeqr1pjUEEEAAAQQQQAABBBBAAIE+CFhwQpsX+wwWvXFqncUn9AYqzdr5rR2+QbFeF958K1b4W68j18yd1VEZveJc15LZMvZZt/R3oUN6/Xs8Tp+x1Gt/j/X67fO3wVHLwXRog2rSiAgQ6BmRB0U3EUAAAQQQQAABBBBAAAEEWgXCTBT9rl1oRzoYoWCOljnFrzNPKrBrZ9mH9uyJNw3S3/Psnva/qV0KY90/1Wf1U2PXm7d8Sdqbuum81a/A2Uw75OZJf5/QTX2UGZ4AmzEPz56WEUAAAQQQQAABBBBAAAEEehSwAIVm8GgGztxOqrJid1n++e3KWL7Meu262kyWOMUp9KflemirVF6vK6t+u6b9eOan2wznLdezykd1a+xZ/dG+RAqC6YhTpkEqD6c1EWBGT00eBN1AAAEEEEAAAQQQQAABBBBAAAEEehUg0NOrIOURQAABBBBAAAEEEEAAAQQQQACBmggQ6KnJg6AbCCCAAAIIIIAAAggggAACCCCAQK8CBHp6FaQ8AggggAACCCCAAAIIIIAAAgggUBMBAj01eRB0AwEEEEAAAQQQQAABBBBAAAEEEOhVgEBPr4KURwABBBBAAAEEEEAAAQQQQAABBGoiwOvVa/Ig6AYCCCCAAAIIIIAAAu0Evn3QtLchtyvCfQQQQACBCRNgRs+EPXCGiwACCCCAAAIIIIAAAggggAAC4yvAjJ7xfbaMDAEEEEAAAQQQQGDMBP7kvqkxGxHDmSSBm0+e3/j5A6smaciMFYGhCDCjZyjsNIoAAggggAACCCCAAAIIIFBWYMaMGWfYMVVwLLF7+5Wtr10+q+sQO7Zvl6/T+1bnkwVj0L0FndaZld/q2dOOlVFbSb12nnZkPWgW4IhfI9Az4g+Q7iOAAAIIIIAAAggggAACCDQWm8HDFshY1KuF1bHU6ljdaz1dlJ9jZZaH9rsovqWIlVfw5gd2HBZV8qJdVrDnoujamilLXTdEwdoKsHSrto+GjiGAAAIIjIPAigu/3Nhuhx0rGcrGDeuSdh5cdn1j7b13VtJmu0ZeefmlJMuzj/24cfWJx7bLXsn9OvYpHnhdnPy56XMY3+NKvgw0ggACoygwy2IT69MdD0GM5XZ9qf39E8tzVzpPjc4VYJmb7o/1WzOIvmXHIvv78h7GsIfVoaDRKqtjvrcTBZDm9VB3utuc11CAQE8NHwpdQgABBBAYHwEFOKpOGzesb+ioU1JwZe19w/iPo/kKdeyTels3J/VpGN/j/CfHHQQQQGC6gAUuVlggY5bd0X/1+I79vZddG6nZKtbdzdbvr1n/NStpnh29BquWTZdKrvxrznUuj4kAgZ4xeZAMAwEEEECgngILFp/f2G2ft1fSuR/edL3N5vle44BjPtF499HHVdJmu0YUINBsEBnIog6pjn2Sy9UnfSzh+fRf/0MdmJI+6NnJaxjf49og0BEEEBgZAQuUrLdAyZnWYS1P2teOR7zzdl3793zKDi3x8rTG/jhNQSJdCDNqNkX3N9m1NXY/mX1jf2tJ1JF2XG6HZsx4utD+uFTtR9d6/fM5ryDq13XWxvFxxel7dq5lZ7587SI7l4V2wI6XcWlcqqY5O8rOD7Hz06KyKnO2tdcSbLJ8T9r1O+z4vB1aHiaHaf2ya6QhChDoGSI+TSOAAAIIjL+AAhyz3/u+Sga65r4ty7V22n1WZW2WHZiWr1XlMMp9Ut/r5OTLDofxPS77HMmHAAIIpARutnMFNw60Iwn0hCBG1rRSBSm0J86ZFtC4uEjS8igycpsdccDEiyh4tNiyzLR6NhfVU3TPyu9p978Q8qwsytvPe9buGVZfvHePqtc4V9u9C21MZ6Xa08wpD/Lo1gOp+5wOWYDNmIf8AGgeAQQQQAABBBBAAAEEEECgbwI/DzW9U58WqNjGPhTk0ewdzWCZ4Yed++wYzXzR9c26Z9evC3UocON76fyxXVPwQ4GPuI6Zdk2zX5SygkDhVsvHHDWXPiyHlp0ly7asja5mB1k5jUmBGCUFsNTX+Rnj0nXNgNJMJ5/1s7+Pza5pXJqppACWZvvESePUrJ6tQv7CIFmqLKcVCBDoqQCZJhBAAAEEEEAAAQQQQAABBCoReCW0srs+LRDxWghGzFVgI9WDvynbIyur5UkKjrTMbrFzzeBZUraekvm0P09V6VOhoYU2luZStzCuL4V7F2R05vOWZyrjOpdqIMDSrRo8BLqAAAIIIIAAAggggAACCCDQF4HtQi0b0rVp1o5d0x47nrTXTscpzIKZHQrOt894358y9a2xGEnWW7c0++grdmiGkYJUVcyU+XjosO/bk9X/w2SXCuz4zKms/FwbsgCBniE/AJpHAAEEEEAAAQQQQAABBBDom8BbQ00/8hotRqG9b7Qcq+zSqszOWD1Ze9lk5u3mogVSXrNyZ1k7B9ungj2XhWvdVNe2jII3lkn7FHWTftNNIcpUI8DSrWqcaQUBBBBAAAEEEEAAAQQQQGDwAp8KTdyvT4tlaJaMNg5O9texY2E4tDyq9O9hq0d752gvG+3143XoU3vZ6LOfyV+L7kGrorrfVHSz6F6YoaPxKG1r5829hzL+ZplWEWbN7jGjp2YPhO4ggAACCCCAAAIIIJAn8OCV5+bd4joCtRf41c/WDrSPYeaOllGtsUCF7zejt29p1srxds03WU76EfJ7n/TbWDNq8tL54cY+6Vk2Vs8fhXu75BXu8PoxIf8LqXK+yXJ8Odl0uof0tJWVj5xaXqXeQ50UHbIAgZ4hPwCaRwABBBBAAAEEEECgrMBDV55XNiv5EJgYgbAESXvvLA+D9sBLbPBhy3e9B2nsb71JKn7lumb+pAM92u8n/br0ZkDE6tje7p9jh2b7KO0aPrv6COPQxseafbTK+upte7+0V84iD1iFMfiYu2rTCp1thxz0KnW97asZ7FFbdn2pHdqI2t9Q1m07lKtQgEBPhdg0hQACCCCAAAIIIIBALwLvOlm/KUkIjKbAT/7XNY1NP3uq186vswBEUR16e1Q8M+Vuy6zlSQpaLCooGwd1fCPn5y3/GqtPGyefZoeCKgqI5LW/W96N1PU5Vke7pVDHehkFpyz/mXaupWNL7W8FXzz59VQT5U5lFdWdNTbZnVKuNnLVRYBAT12eBP1AAAEEEEAAAQQQQKCNwAEnn9smB7cRqK/As/et7EegJ2+AmnGy0gIX6+MMdj5lgYx32DVFSeO3YylAcrMdmgmkAMredniASFPntCGyZtYoKLONVbPCPrWvTzwLaJWd69XqCiY9b4feYNXy+nU77zRpHDdYey0ziez8Ymv/UbvnM3gUgDnKDkXO1P+uU6hb41Iwy2cnqT71pTkLqusGKFi5AIGeyslpEAEEEEAAAQQQQAABBBBAoBMBBSMsf1evGw9BEwVgsoIw2sunpd6Qf366f3ZdgaC86Tx511uqsTqmvVY93U7euZVdkdN+S9uWT8Guaf2x6wrcZC7BCmPT+DLve5966X/euLjef4HSu4z3v2lqRAABBBBAAAEEEEAAAQQQQAABBBDopwCBnn5qUhcCCCCAAAIIIIAAAggggAACCCAwRAECPUPEp2kEEEAAAQQQQAABBBBAAAEEEECgnwIEevqpSV0IIIAAAggggAACCCCAAAIIIIDAEAUI9AwRn6YRQAABBBBAAAEEEEAAAQQQQACBfgoQ6OmnJnUhgAACCCCAAAIIIIAAAggggAACQxQg0DNEfJpGAAEEEEAAAQQQQAABBBBAAAEE+ilAoKefmtSFAAIIIIAAAggggAACCCCAAAIIDFGAQM8Q8WkaAQQQQAABBBBAAAEEEEAAAQQQ6KcAgZ5+alIXAggggAACCCCAAAIIIIAAAgggMESBrYfYNk0jgAACCCCAAAIIIIBABwIPXnluB7nJikC9BDb9bG29OkRvEBhTAQI9Y/pgGRYCCCCAAAIIIIDA+Ak8dOV54zcoRoQAAggg0FcBAj195aQyBBBAAAEEEEAAAQQGJ/CRUxcOrnJqRmDAAquX3dV4/mcvqJXnB9wU1SMw0QIEeib68TN4BBBAAAEEEEAAgVES+MipR41Sd+krAi0Cj9/7hAd6XoIGAQQGJ8BmzIOzpWYEEEAAAQQQQAABBBBAAAEEEECgUgECPZVy0xgCCCCAAAIIIIAAAggggAACCCAwOAECPYOzpWYEEEAAAQQQQAABBBBAAAEEEECgUgECPZVy0xgCCCCAAAIIIIAAAggggAACCCAwOAECPYOzpWYEEEAAAQQQQAABBBBAAAEEEECgUgECPZVy0xgCCCCAAAIIIIAAAggggAACCCAwOAECPYOzpWYEEEAAAQQQQAABBBBAAAEEEECgUgECPZVy0xgCCCCAAAIIIIAAAggggAACCCAwOAECPYOzpWYEEEAAAQQQQAABBBBAAAEEEECgUgECPZVy0xgCCCCAAAIIIIAAAggggAACCCAwOIGtB1c1NSOAAAIIIIDA1Sd9rHKElVd8s6GjTmntfasb5/z+79SpS4069klAdXNSn4bxPa7Vl4XOIIAAAgggMEICzOgZoYdFVxFAAAEEEEAAAQQQQAABBBBAAIEiAWb0FOlwDwEEEEAAgR4FPv3X/9CY/d739VhLueK3XfGNZCbP/M/8z8bhn/nzcoUGnGvtvXcms0FmHzSv8emrbhhwa+Wqr2Of1HOfyXPev/6s3EAqyHX1iccmM5+G8T2uYHg0gQACCCCAwFgKMKNnLB8rg0IAAQQQQAABBBBAAAEEEEAAgUkUINAziU+dMSOAAAIIIIAAAggggAACCCCAwFgKEOgZy8fKoBBAAAEEEEAAAQQQQAABBBBAYBIFCPRM4lNnzAgggAACCCCAAAIIIIAAAgggMJYCbMY8lo+VQSGAAAIIIIAAAgiMo8CpB5w2jsNiTJMnMMeG/MPJGzYjRqAaAWb0VONMKwgggAACCCCAAAIIIIAAAggggMDABZjRM3BiGkAAAQQQQAABBBBAoD8CUy+d05+KqAWBIQjMX3hNY9W/PDWElmkSgckSYEbPZD1vRosAAggggAACCCCAAAIIIIAAAmMsQKBnjB8uQ0MAAQQQQAABBBBAAAEEEEAAgckSINAzWc+b0SKAAAIIIIAAAggggAACCCCAwBgLEOgZ44fL0BBAAAEEEEAAAQQQQAABBBBAYLIECPRM1vNmtAgggAACCCCAAAIIIIAAAgggMMYCBHrG+OEyNAQQQAABBBBAAAEEEEBg3ARmzJhxiB1L7JiKDp0fMopjDePRWLruv5VVWhSPP6p3wSi60OfuBQj0dG9HSQQQQAABBBBAAAEEEEAAgYoELHCxjR1LrbnVdixONavz1XZ/SUXdqU0zivBYZ35rx/m16RQdGaoAgZ6h8tM4AggggAACCCCAAAIIIIBAO4EQzLjF8mnWynV2zJuamprhh87tWGPHYst7Rrv6JuG+2dwVfFZMwngZ4+sCBHr4NiCAAAIIIIAAAggggAACCNRd4Ejr4GF2XGjBi+MVxIg7HM73sWsK9lxkwZ7t6z4g+ofAoAQI9AxKlnoRQAABBBBAAAEEEEAAAQT6JXB5qOi8vAot2POa3fuyHQvTeSzws6eWddkR7+uzIMwUama3c+3/k+yXE8osjcoke+iojKUzouuqtxlYsr/VlupQnu3tiOvQtW3S/cs6Vz47FoW6vN9JnZ7f/laftGxLaU7Im8xo0r1w3rJHj11TvXH/m30N9SQflkc+bqG6VoZzXdOYS40jrpO/qxEg0FONM60ggAACCCCAAAIIIIAAAgh0IWABhTdZsTl2XGfBnM1FVdh95VkR51PAwsqssyO9r89yu3ZbTsBCS8FUJt7gWHsA7WfXrrXjoqgfqvff7J72yonTbnaiNuI6VO6xnDabZe2+gjmP2aE9ieKk8pvs/p6p66VOQ7lXLXPcf5Utqvc7dl/7ImlGlSeNWeNIjznKwp/DEiDQMyx52kUAAQQQQAABBBBAAAEEECgjsHfI9M9lMsd5LA6hIJGCLUpa8pXs62N/z7RDe/0oeHHVltst/1Tg48wov88SejjkmhnVs8quKRC1b6oeDyzNCnm3tfsXhrxZbcbFvxXynWmfW0X9UABKSX1v2HUtYfPf9WtCvotDnpaPEJRJyllSP7YN/VJ5nSv9ICN4o7HFFrPsXEvkssYcquFjmAJbD7Nx2kYAAQQQQAABBBBAAIHyAud+fWX5zOREoGYCa5/e2GuPnu+iAg/QKMjjQQ4FSDZbQOMEq+9QO7Q86nN27YWofs0MigMmt0b3lHezzkM9f2V/KmD0xiiP/7kwyvuatXO23fi4HWrzRLun5WYtKQSnNAtIwZWWoI2d32X3j7d7Wg62n50/ki5fcK5AlPqpsZ3l+ezvKfv7LKtvd/tUuwfbEe+B1GJh2ddbXi2R02yj2XZ00gfLThq0AIGeQQtTPwIIIIAAAggggAACfRI47+uaOEBCYOIEfhlGvEsXI/9wKOOzeppVKMBhAYtL7YJm72jWUBzc0HKlOP0mnKyxYnFASJfzAlCrLG8SEPKUavOtdn19fD/87TOYtKl0eolVnH22nXQSZFF+Jd/vKJw2P3RdgR7NGiqyUIGfpAtzXh8BAj31eRb0BAEEEEAAAQQQQACBQoFzPh9vkVGYlZsI1E7gmr95sPHU0x6z6ah7Pw+5/9Q+m7NysmqwwIiWZR1sARUPVGjGjtIrWfnt2qM51/txeVmbSrTPTlagZ+c25bq9nV5alq4nqy/pPJyPgACBnhF4SHQRAQQQQAABBBBAAAEJnPv5+UAgMLICK29f21WgRzNoLH6jPWEOs8/t07NkUiBadqRNk/Uadi1PusMO7SWznR0ts2tCuXbBj1T1HZ2+Jye3NmlWygusvBjutyw3y6mrk8vtgloKPJHGQIDNmMfgITIEBBBAAAEEEEAAAQQQQGDMBU4L4zsnb5wW3NHrvi8I968Jn76Bs+/V0yweZv+cHi48nldvD9cPDW2k29QePUo+UyndhE970gymfqa1oTK3TNft1/WGLdIICxDoGeGHR9cRQAABBBBAAAEEEEAAgQkRuNnGqU2qFlvwRBsRHxKPO5zrdeS+2bDvXbMy5FMZ7T+TJPtbry/Xa9I120ebDaf33Qk5e/pQ3deGAJTa9ECUrmuj5WkbMas1u66+a6yawbQk9DXpiP29px0ai/YX6nQGjmb0aGaUNoJWveqP6lRaouvh/t26ThpdAQI9o/vs6DkCCCCAAAIIIIAAAgggMBEC2sTYBnqEHQqAKCCh5VkKdiSHzu1IgjZ26G1aSbJiWh7ls3k8QKL8m+zwwMaJIXu/P9QXtfFq6OOr9rdeua4xXNKmMfVZQRnl3xSNc52dq04FipKlX8FGeeeEfAraTEsh3wfCDdXr/fqt/e2vgj8q5JtWngujI0CgZ3SeFT1FAAEEEEAAAQQQQAABBCZWwAIQr9kx3wD0VigFUeKk83l2X/vaKJDTTHa6wk72t+PC+Lr9rWDKXqo3db1fpw9YRbPsiPuq163PT/cx3aDd135C+9ihV6nHycfZ8tp1y3BUlEn7FGUmq1fBoZl2nJnKoPOZdr+Tt3hltsHF4QtsPfwu0AMEEEAAAQQQQAABBBBAAAEEyglYMEJv1NKRDoLkVhACGNqcWUduCnXPSGcIgZlp15XP7imQlHdPgRX1M7evBW0qAKXATjqole6eL/dq6UNBvQoiKVCUDha11NtmXPLPHPO0znGhcgFm9FROToMIIIAAAggggAACCCCAAAIIIIDAYAQI9AzGlVoRQAABBBBAAAEEEEAAAQQQQACBygUI9FROToMIIIAAAggggAACCCCAAAIIIIDAYATYo2cwrtSKAAIIIIAAAggggAACCCAwgQK2t4325WH/mgl89nUZMjN66vIk6AcCCCCAAAIIIIAAAggggAACCCDQowCBnh4BKY4AAggggAACCCCAAAIIIIAAAgjURYClW3V5EvQDAQQQQGAsBZ597MeVjWvjhnVJW/pce++dlbVb1JCP/5WXX6JPRVDRvbo8O3VJz01pGN/jklwTl23GjudN3JgZMAIIIIBAZwIEejrzIjcCCCCAAAIdCay48Msd5e9H5geXfa+ho05JgYKrT/pYnbqUBC/q1icB1bFPw/ge1+rLQmcQQAABBBAYIQECPSP0sOgqAggggMDoCey2z9sb2+2wYyUd10yejRvWN3bafU87ZlXSZrtGNCNEARUZyKIOqY59ksva+1YnPLMPmlcHpqQPenbyGsb3uDYINevI1Evn1KxHdAeB8gLzF17TWPUvT5UvQE4EEOhKgEBPV2wUQgABBBBAoJzAgsXnN2a/933lMveY67YrvtFYecU3Gwccc1zj8M/8eY+19ae4liFphooCBZ++6ob+VNpjLXXsk4Z0zu//TjKyujipL1efeGwSgBrG97jHx0xxBBAYM4EZM2acYUO6qGBYF9q9a+yNV48U5Cl9y9o7xDL/q9W3uXShEhmt3ict25ycrGvs+mnW5oqc+6UvWzt7Wubr7DgsFFqoejMct7LrU6UrJuNICLAZ80g8JjqJAAIIIIAAAggggAACCCBQILDY7j1sgYxFBXlK3bI6llrGLdMsS5XoWyYFgJaH9ruu1Mrr1e4/sMODPKrrRbu8wD7jYNkagjxdM9e6IIGeWj8eOocAAggggAACCCCAAAIIIBAJzLLgxIz0YfcXhjxLLaCh2Th1TgqwZI1hpnVas3AW9TiGPawOBY1WRe3cZed/FFDmhetz64xE37oXINDTvR0lEUAAAQQQQAABBBBAAAEEaiBggQstd/IN6r4TZrXUoGflu2Bj0DKxr4US/diwbVlO6/+ac53LYyJAoGdMHiTDQAABBBBAAAEEEEAAAQQmWcACJett/Gfaodks+8YWFvjZz44ldkxFx5NhOVOS1f7eXvfsT1/+tcnOtaeO37fTGQt0LapD9ale7YnTz/Rc1G7SLzu0pKwl2bWWeyHPupDpolBupT7tWjwu1dfss/19iMqG/LqnMtNmRtk1jV359gx/Z/Yr3U/OqxUg0FOtN60hgAACCCCAAAIIIIAAAggMTuDmUPWB3kQIWDxs59rHJ06+J442ei5MVof2vbnNjuV2pDdTVr3rLMv2hZW0uangiWX5Qsi2sk32vt22djV+7UkU72+k/X1W270lGQ1p5pT2AHKHBzLycGmIAgR6hohP0wgggAACCCCAAAIIIIAAAn0V+Hmo7Z36tEA4mtAdAAAOxklEQVTFNvahIIbeaNWyv4+dHx/yauaL9szZrL1r7Jr2yVGaaee+j80f27mCHxdG+94or/bVWbUle8vmx+FS5sccNZc+LKdm4ijYoj10NDup42TlNCZfwnZm6Ov8jHFpvOutD/tZfm3QrDHs72OzvzUuvclsseVJz+yRwx126I1dqudi+5tUIwECPTV6GHQFAQQQQAABBBBAAAEEEECgJ4FXQund9WlBiNdCMGKuAhupmv+mbEtW9rpQz1lxGbumfXWyZr2UrTorXz/258mqN+vap8JFvX69+Wr6MK4vhXsXZBT8vOXRcjBSDQW2rmGf6BICCCCAAAIIIIAAAggggAAC3QhsFwptSBfWrB27dmR0/fJ0njLnYRbM7JB3vn2ml4S1q2aNxUimvfHK6tXso6/YoRlGClJVMVPm46Gz2o8or9+HyS4V2PGZU3lluD5EAQI9Q8SnaQQQQAABBBBAAAEEEEAAgb4KvDXU9iOv1WIU2vtGy7G05KjrZPVoLxstcxpIskDKa1bxWdbOwWrHPi8L1wbSnoI3VrHvs9NpG7/ptAD5qxNg6VZ11rSEAAIIIIAAAggggAACCCAwWIFPherv16fFMjRLRhsHJ/vr2LEwHFoeVfr3sNWjvXMU5NFeP16HPrWXjT77mfy16B60Kqr7TUU3i+6FGToaj9K2dq5ZO3kHy7SKMGt2jxk9NXsgdAcBBBBAAAEEEEAAgTyBc7++Mu8W1xGovcDapzcOtI9h5o6WUa2xgIXvN6O3b2nWyvF2zTdZTvoR8nuf9NtYM2ry0vnhxj7pWTZWzx+Fe7vkFe7w+jEh/wupcr7Jcnw52XS6h/S0lZWPnO7qoR6K1kiAQE+NHgZdQQABBBBAAAEEEECgSOC8r+vFOCQEEIgFwhIk7b2jV58reeAlzvZhy3e9B2nsb71JSm/j8qSZP+lAj/b70WbLcWoGRKwOvU79HDv8teS7pvJ2dBrGoY2PNftolfXV2/Z+aa+cRR6wCmPwMXfUVpT5bPtbDnqVut721Qz2qC27vtQObUTtbyjrth3KVShAoKdCbJpCAAEEEEAAAQQQQKAXgXM+39MWI700TVkEeha45m8ebDz19C97rWedBSCK6tDbo+KZKXdbZi1PUtBiUUHZOKjjGzk/b/nXWH3aOPk0OxRUUUAkr/3d8m6krs+xOtothTrWyyg4ZfnPtHMtHVtqfyv44smvp5oodyqrqO6sscnulHK1kasuAgR66vIk6AcCCCCAAAIIIIAAAm0Ezv38/DY5uI1AfQVW3r62H4GevAFqxslKC1ysjzPY+ZQFMt5h1zTzJn47lgIkN9uhmUAKoOxthweIzrO/tSGyIqsKymxj1aywT+3rE88C0hQ7vVpdwaTn7dAbrFpev27nnSaN4wZrr2UmkZ1fbO0/avd8Bo8CMEfZ8ZQdPW0QHerWuBTM8tlJ6rf60pwFpQuk0RAg0DMaz4leIoAAAggggAACCCCAAAITK6BghA2+q9eNh6CJAjBZQRjt5dNSb8g/P41t1xUIypvOk3e9pRqrY9pr1dPt5J1b2RU57be0bfkU7JrWH7uuwE3mEqwwNo0v8773qZf+542L6/0XKL3LeP+bpkYEEEAAAQQQQAABBBBAAAEEEEAAgX4KEOjppyZ1IYAAAggggAACCCCAAAIIIIAAAkMUINAzRHyaRgABBBBAAAEEEEAAAQQQQAABBPopQKCnn5rUhQACCCCAAAIIIIAAAggggAACCAxRgEDPEPFpGgEEEEAAAQQQQAABBBBAAAEEEOinAIGefmpSFwIIIIAAAggggAACCCCAAAIIIDBEAQI9Q8SnaQQQQAABBBBAAAEEEEAAAQQQQKCfAgR6+qlJXQgggAACCCCAAAIIIIAAAggggMAQBQj0DBGfphFAAAEEEEAAAQQQQAABBBBAAIF+Cmzdz8qoCwEEEEAAAQQQQAABBAYncO7XVw6ucmpGYMACa5/aOOAWqB4BBCRAoIfvAQIIIIAAAggggAACIyJw3tdXjUhP6SYCCCCAwLAECPQMS552EUAAAQQQQAABBBDoUOAjpy7ssATZEaiPwOpldzWe/9kL6tDz9ekVPUFg/AQI9IzfM2VECCCAAAIIIIAAAmMq8JFTjxrTkTGsSRB4/N4nPNDz0iSMlzEiMCwBNmMeljztIoAAAggggAACCCCAAAIIIIAAAn0WINDTZ1CqQwABBBBAAAEEEEAAAQQQQAABBIYlQKBnWPK0iwACCCCAAAIIIIAAAggggAACCPRZgEBPn0GpDgEEEEAAAQQQQAABBBBAAAEEEBiWAIGeYcnTLgIIIIAAAggggAACCCCAAAIIINBnAQI9fQalOgQQQAABBBBAAAEEEEAAAQQQQGBYArxefVjytIsAAgggMBECzz7248rGuXHDuqQtfa69987K2i1qyMf/yssv0aciqOheXZ6duqTnpjSM73FJLrIhgAACCCCAQEqAQA9fCQQQQAABBAYosOLCLw+w9uyqH1z2vYaOOiUFCq4+6WN16lISvKhbnwRUxz4N43tcqy8LnUEAAQQQQGCEBAj0jNDDoqsIIIAAAqMnsNs+b29st8OOlXRcM3k2bljf2Gn3Pe2YVUmb7RrRjBAFVGQgizqkOvZJLmvvW53wzD5oXh2Ykj7o2clrGN/j2iDQEQQQQAABBEZMgEDPiD0wuosAAgggMFoCCxaf35j93vdV0unbrvhGY+UV32wccMxxjcM/8+eVtNmuES1D0gwVBQo+fdUN7bJXcr+OfdLAz/n930nGXxcn9eXqE49NAlDD+B5X8mWgEQQQQAABBMZQgM2Yx/ChMiQEEEAAAQQQQAABBBBAAAEEEJhMAQI9k/ncGTUCCCCAAAIIIIAAAggggAACCIyhAIGeMXyoDAkBBBBAAAEEEEAAAQQQQAABBCZTgEDPZD53Ro0AAggggAACCCCAAAIIIIAAAmMoQKBnDB8qQ0IAAQQQQAABBBBAAAEEEEAAgckUINAzmc+dUSOAAAIIIIAAAggggAACCCCAwBgKEOgZw4fKkBBAAAEEEEAAAQQQQAABBBBAYDIFCPRM5nNn1AgggAACCCCAAAIIIIAAAgggMIYCBHrG8KEyJAQQQAABBBBAAAEEEEAAAQQQmEwBAj2T+dwZNQIIIIAAAggggAACCCCAAAIIjKEAgZ4xfKgMCQEEEEAAAQQQQAABBBBAAAEEJlOAQM9kPndGjQACCCCAAAIIIIAAAggggAACYyhAoGcMHypDQgABBBBAAAEEEEAAAQQQQACByRQg0DOZz51RI4AAAggggAACCCCAAAIIIIDAGAoQ6BnDh8qQEEAAAQQQQAABBBBAAAEEEEBgMgUI9Ezmc2fUCCCAAAIIIIAAAggggAACCCAwhgIEesbwoTIkBBBAAAEEEEAAAQQQQAABBBCYTAECPZP53Bk1AggggAACCCCAAAIIIIAAAgiMoQCBnjF8qAwJAQQQQAABBBBAAAEEEEAAAQQmU4BAz2Q+d0aNAAIIIIAAAggggAACCCCAAAJjKECgZwwfKkNCAAEEEEAAAQQQQAABBBBAAIHJFCDQM5nPnVEjgAACCCCAAAIIIIAAAggggMAYCmw9hmNiSAgggAACCNRG4IfLrm+sue/OSvqz9t4t7ejztsY3KmmzXSMbN6xLsujztivoUzsv3a+Lkz83ff7wpuq/x2WsyIMAAggggAAC0wUI9Ew34QoCCCCAAAJ9E3jwpu/1ra6yFa29b3VDR53Sxg3rGyuv+GadumTBp/r1SUB1c1KfHlxW/fe4Vl8WOoMAAggggMAICRDoGaGHRVcRQAABBEZHYN4xhzT2fu/vjU6H6SkCNRPY+6C9a9YjuoMAAggggMBoCBDoGY3nRC8RQAABBEZMYN7Rh4xYj+kuAggggAACCCCAwDgIEOgZh6fIGBBAAAEEEEAAAQQmQuCiky6ZiHEyyPEUWPfY+vEcGKNCoGYCBHpq9kDoDgIIIIAAAggggAACeQKP3/9E3i2uI4AAAgggkAgQ6OGLgAACCCCAAAIIIIBA/QV2rn8X6SECpQV+WTonGRFAoGMBAj0dk1EAAQQQQAABBBBAAIFqBaampjZW2yKtIYAAAgiMqsBWo9px+o0AAggggAACCCCAAAIIIIAAAggg0CpAoIdvBAIIIIAAAggggAACCCCAAAIIIDAmAgR6xuRBMgwEEEAAAQQQQAABBBBAAAEEEECAQA/fAQQQQAABBBBAAAEEEEAAAQQQQGBMBAj0jMmDZBgIIIAAAggggAACCCCAAAIIIIAAb93iO4AAAggggEBJgXWPrW9cdNIlJXOTDQEEEEAAAQQQQACB6gUI9FRvTosIIIAAAiMq8B+/+o/G4/c/MaK9p9sIIIAAAggggAACkyBAoGcSnjJjRAABBBDoSWC/fd/euO6qv++pDgojgAACCCCAAAIIIFCFAIGeKpRpAwEEEEBgpAV23GHHxsHvnTfSY6DzCCCAAAIIIIAAApMhwGbMk/GcGSUCCCCAAAIIIIAAAggggAACCEyAAIGeCXjIDBEBBBBAAAEEEEAAAQQQQAABBCZDgEDPZDxnRokAAggggAACCCCAAAIIIIAAAhMgQKBnAh4yQ0QAAQQQQAABBBBAAAEEEEAAgckQINAzGc+ZUSKAAAIIIIAAAggggAACCCCAwAQIEOiZgIfMEBFAAAEEEEAAAQQQQAABBBBAYDIECPRMxnNmlAgggAACCCCAAAIIIIAAAgggMAECW0/AGBkiAggggAACbQXuvnd12zxkQAABBBBAAAEEEECg7gIzpqam6t5H+ocAAggggEBfBGbMmLGTVfRiXyqjEgQQGGWBne3fgTeO8gDoOwIIIIAAAnkCLN3Kk+E6AggggAACCCCAAAIIIIAAAgggMGICBHpG7IHRXQQQQAABBBBAAAEEEEAAAQQQQCBPgEBPngzXEUAAAQQQQAABBBBAAAEEEEAAgRETINAzYg+M7iKAAAIIIIAAAggggAACCCCAAAJ5AgR68mS4jgACCCCAAAIIIIAAAggggAACCIyYwP8PWfM+3nMmkSgAAAAASUVORK5CYII=" /><br />
<br />
<br />
Support IO Commands are<br />
1) Flush<br />
2) Write<br />
3) Read<br />
<br />
Submitting IO Command Host places address of data buffer into submission queue and trigger SQ tail Doorbell register.<br />
<br />
NVME Doorbell follows a Producer/Consumer model<br />
<br />
Host acts as<br />
1) Producer of commands -> updates SQ Tail Pointer<br />
2) Consumer of completions -> updates CQ Head Pointer<br />
<br />
Controller acts as<br />
1) Consumer of Commands ->update SQ Head Pointer<br />
2) Producer of completions -> updates tail of CQ pointer<br />
<br />
Lets consider a scenario<br />
<br />
Initial State<br />
<br />
SQ1 = { empty }<br />
CQ1 = { empty }<br />
SQ1TailDB = {0}<br />
SQ1HeadDB = {0}<br />
CQ1TailDB = {0}<br />
CQ1HeadDB = {0}<br />
<br />
Host add 3 commands <br />
<br />
SQ1= {CMD0, CMD1, CMD2, ..... };<br />
SQ1TailDB = {3}<br />
<br />
Controller Fetches 3 commands<br />
SQ1HeadDB = {3}<br />
SQ1= {empty} //marked empty<br />
<br />
Controller Post completions (Let's say it post 2 completions)<br />
CQ1 = {CMD0, CMD1, empty ......}<br />
CQ1TailDB = {2}<br />
<br />
Host is interrupt when CQ1TailDB is updated<br />
Host reads CQ1 and update CQ1HeadDB.<br />
<br />
CQ1 = {empty}<br />
CQ1HeadDB={2}<br />
<br />
<br />
Each command submitted to SQ is 64bytes in size. Command DW0, NSID, Metadata pointer, PRP Entry 1 and PRP Entry 2 have common definitions for all Admin Commands and NVM commands.<br />
<br />
Command DW0 format is defined in below figure.<br />
<br />
<img alt="" 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" /><br />
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</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com3tag:blogger.com,1999:blog-9022912384726113463.post-20251022253373355222014-04-30T13:15:00.000-07:002014-04-30T13:15:10.973-07:00Seagate Kinetic Open Storage<div dir="ltr" style="text-align: left;" trbidi="on">
It's primarily for Object Storage in which drive is key/value server with Ethernet connectivity.<br />
<br />
The Kinetic Drive API provides following capability<br />
1) Kinetic Key-Value Access<br />
2) Key Ordering and Iterators<br />
3) Cluster Management<br />
4) Drive Management<br />
5) Security Management<br />
<br />
Since storage are no longer aggregated behind a server, this enable Software defined storage in which any storage any drive can be provisioned to any process in the cluster.<br />
<br />
1st Generation Kinetic Drive Limitation<br />
<br />
4KB Key and 1 MB Values.. (Drive Management handles the limitation)<br />
2 1GB ethernet over SGMII (Mechanically identical as SAS connector).<br />
<br />
So what is Kinetic ??<br />
1) A new classs of key/value Ethernet Drives + Open API and series of libraries<br />
<br />
Drives talks in keys and value as opposed to blocks. They do get, put and deletes.<br />
<br />
Drive efficiently manages<br />
1) Managing key ordering<br />
2) QOS<br />
3) Policy based 'drive-2-drive' data migration.<br />
4) Handling of partial device failures and other management.<br />
5) Data Security<br />
<br />
This new model where legacy software and hardware are removed and thus storage can truly be disaggregated from compute, so Racks will be more dense, fans are minimized.<br />
<br />
Kinetic drive are native key/value stores. This shifts the burden of maintaining the space mapping from filesystem to the drive itself. Application needs to only put and get objects and no longer need to guess the LBA layout or prescribe data location.<br />
<br />
Advantage of Kinetic Disk Drive:<br />
1) Multiple Client with Shared Data.<br />
2) Data Migration between 2 Kinetic Drive.<br />
<br />
<br />
Kinetic Library API<br />
a) Admin API : getLog, setSecurity, setup<br />
b) Client API : Synchronous, Asynchronous, put, get, delete, getNext, getPrevious, getKeyRange, getMetadata.<br />
<br />
<br />
Kinetic Simulator<br />
Simulator API provides a simulator boot-strap class used for application to start a new Instance of the simulator as a drive.<br />
Default Port: 8123 as service port<br />
<br />
Simulator Setup<br />
==========<br />
1) Download Eclipse IDE from<br />
http://www.eclipse.org/downloads/packages/eclipse-ide-java-developer/keplersr2<br />
<br />
2) extract eclipse-java-kepler-SR2-linux-gtk-x86_64.tar.gz <br />
<br />
3) Start eclipse<br />
<br />
4) Import Kinetic Git hub repositories... (Make sure you have account with Seagate to access Kinetic Git Hub)<br />
<br />
https://github.com/Seagate/kinetic-java.git<br />
and<br />
https://github.com/Seagate/Kinetic-Preview.git<br />
<br />
Download Apache-Maven <br />
http://maven.apache.org/download.cgi<br />
<br />
Run mvn clean package in Kinetic Directory.<br />
<br />
Set classpath environment variable.. make sure set jar file created by maven.<br />
<br />
export CLASSPATH=/home/ssd/kinetic/Kinetic-Preview/lib/Kinetic-0.6.0.1-SNAPSHOT.jar:.:/home/ssd/kinetic/Kinetic-Preview/target/kinetic-0.6.0.1-SNAPSHOT-jar-with-dependencies.jar<br />
<br />
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<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-84374862446635944692014-04-19T05:32:00.002-07:002014-04-24T11:21:04.556-07:00mmap caching issue on ARM.<div dir="ltr" style="text-align: left;" trbidi="on">
<pre>This issue observed on ARM, when doing to map kernel allocated memory </pre>
<pre>i.e via __get_free_pages.</pre>
<pre> </pre>
<pre>Kernel module updating some counters are not immediately reflected </pre>
<pre>to userspace code.</pre>
<pre> </pre>
<pre>The following code in the userspace program is used to clear the </pre>
<pre>cache after read operation. </pre>
<pre> </pre>
<pre>/* community.arm.com */</pre>
<pre>void clear_arm_cache(const char *start_addr , const char *end_addr)
{
const int syscall = 0xf0002;
__asm __volatile (
"mov r0, %0\n"
"mov r1, %1\n"
"mov r7, %2\n"
"mov r2, #0x0\n"
"svc 0x00000000\n"
:
: "r" (begin), "r" (end), "r" (syscall)
: "r0", "r1", "r7"
);
}</pre>
</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-79429612562843952262014-03-21T11:49:00.000-07:002014-03-21T11:49:25.096-07:00MySQL Commands<div dir="ltr" style="text-align: left;" trbidi="on">
mysql> show databases;<br />+--------------------+<br />| Database |<br />+--------------------+<br />| information_schema |<br />| mysql |<br />| performance_schema |<br />| sbtest |<br />| test |<br />| tpcc1000 |<br />+--------------------+<br />
<br />
mysql> use tpcc1000;<br />Reading table information for completion of table and column names<br />You can turn off this feature to get a quicker startup with -A<br /><br />Database changed<br />
<br />
mysql> show tables;<br />+--------------------+<br />| Tables_in_tpcc1000 |<br />+--------------------+<br />| customer |<br />| district |<br />| history |<br />| item |<br />| new_orders |<br />| order_line |<br />| orders |<br />| stock |<br />| warehouse |<br />+--------------------+<br />9 rows in set (0.00 sec)<br /><br />
<br />
<br />
<br />
<br />
<br />
mysql> describe customer;<br />+----------------+---------------+------+-----+---------+-------+<br />| Field | Type | Null | Key | Default | Extra |<br />+----------------+---------------+------+-----+---------+-------+<br />| c_id | int(11) | NO | PRI | NULL | |<br />| c_d_id | tinyint(4) | NO | PRI | NULL | |<br />| c_w_id | smallint(6) | NO | PRI | NULL | |<br />| c_first | varchar(16) | YES | | NULL | |<br />
<br />
<br />mysql> select * from customer (dump the entire table)<br />
mysql> select * from customer where c_first='3YXhzppuJ02l1K1T';<br />
<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-45529666711529632142014-03-14T11:42:00.003-07:002014-03-14T11:42:45.756-07:00Uboot To User Process Kernel Functions....<div dir="ltr" style="text-align: left;" trbidi="on">
<span></span><br />
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
Courtesy: Mohan & Reddy</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
================ </div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
Before we see how the above components work, the
following is the call flow of Linux Kernel boot process for
arm architecture. This gives a big picture on whole Linux
boot process. We use U-boot bootloader.</div>
<div style="border-width: 0px; font-size: 13px; margin: 0px; outline-width: 0px; padding: 0px;">
<span style="border-width: 0px; font-size: 13px; margin: 0px; outline-width: 0px; padding: 0px; text-decoration: underline;">ARM Linux Boot Process: Big Picture</span><br />
U-boot:
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
_start (cpu/arm920t/start.S)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
start_code (cpu/arm920t/start.S)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
start_armboot (lib_arm/board.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
board_init (board/kb9202/kb9202.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
timer_init (cpu/arm920t/at91/timer.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
serial_init (drivers/serial/at91rm9200_<wbr></wbr>usart.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
main_loop (lib_arm/board.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
Now u-boot is up and running and is in u-boot
prompt and ready to accept commands. Assume that kernel
image is loaded into RAM and issued bootm command.</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_bootm (common/cmd_bootm.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
bootm_start (common/cmd_bootm.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
bootm_load_os (common/cmd_bootm.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_bootm_linux (lib_arm/bootm.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
stext (linux/arch/arm/kernel/head.S)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
Control is given to linux.</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
Linux Kernel:</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
—————-</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
stext (arch/arm/kernel/head.S:78)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__lookup_processor_type
(arch/arm/kernel/head-common.<wbr></wbr>S:160)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__lookup_machine_type
(arch/arm/kernel/head-common.<wbr></wbr>S:211)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__create_page_tables
(arch/arm/kernel/head.S:219)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__arm920_setup (arch/arm/mm/proc-arm920.S:<wbr></wbr>389)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__enable_mmu (arch/arm/kernel/head.S:160)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__turn_mmu_on (arch/arm/kernel/head.S:205)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
__switch_data (arch/arm/kernel/head-common.<wbr></wbr>S:20)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
start_kernel (init/main.c:529)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
start_kernel (init/main.c:529)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
tick_init(kernel/time/tick-<wbr></wbr>common.c:413)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
setup_arch (arch/arm/kernel/setup.c:666)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
setup_machine (arch/arm/kernel/setup.c:369)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
lookup_machine_type ( )</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
setup_command_line (init/main.c:408)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
build_all_zonelists (mm/page_alloc.c:3031)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
parse_args (kernel/params.c:129)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
mm_init (init/main.c:516)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
mem_init (arch/arm/mm/init.c:528)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
kmem_cache_init (mm/slab.c, mm/slob.c,
mm/slub.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
sched_init (kernel/sched.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init_IRQ (arch/arm/kernel/irq.c)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init_timers (kernel/timer.c:1713)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
hrtimers_init (kernel/hrtimer.c:1741)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
softirq_init (kernel/softirq.c:674)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
console_init (drivers/char/tty_io.c:3084)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
vfs_caches_init (fs/dcache.c:2352)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
mnt_init (fs/namespace.c:2308)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init_rootfs ()</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init_mount_tree (fs/namespace.c:2285)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_kern_mount (fs/namespace.c:1053)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
set_fs_pwd(fs/fs_struct.c:29)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
set_fs_root(fs/fs_struct.c:12)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
bdev_cache_init (fs/block_dev.c:465)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
chrdev_init (fs/char_dev.c:566)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
signals_init (kernel/signal.c:2737)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
rest_init (init/main.c:425)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
kernel_thread (431,
arch/arm/kernel/process.c:388)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
kernel_thread() creates a kernel thread and
control is given to kernel_init().</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
kernel_init (431, init/main.c:856)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_basic_setup (888, init/main.c:787)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init_workqueues (789, kernel/workqueue.c:1204)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
driver_init (793, drivers/base/init.c:20)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_initcalls (796, init/main.c:769) /* Calls all
subsytems init functions */</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
prepare_namespace (906, init/do_mounts.c:366)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
initrd_load (399, init/do_mounts_initrd.c:107)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
rd_load_image (117, init/do_mounts_rd.c:158) /*
if initrd is given */</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
identify_ramdisk_image (179,
init/do_mounts_rd.c:53)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
handle_initrd (119, init/do_mounts_initrd.c:37)
/*if rd_load_image is success */</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
mount_block_root (45, init/do_mounts.c:233)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_mount_root (247, init/do_mounts.:218)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
mount_root (417, init/do_mounts.c:334) /* if
initrd not given */</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
mount_block_root (359, init/do_mounts.c:233)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
do_mount_root (247, init/do_mounts.c:218)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init_post (915, init/main.c:816)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
run_init_process (847, init/main.c:807)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
kernel_execve (810,
arch/arm/kernel/sys_arm.c:81)</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
|</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
User Space |</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
————- |</div>
<div style="border-width: 0px; color: #4d4d4d; font-size: 13px; margin: 0px 0px 9px; outline-width: 0px; padding: 0px;">
init() /*userspace /sbin/init */</div>
</div>
</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-59093005049880304262014-01-27T21:58:00.001-08:002014-01-27T21:58:02.346-08:00Reading Clock Counters in Processors<div dir="ltr" style="text-align: left;" trbidi="on">
There are clock counters on x86, MIPS & ARM.<br />
<br />
These clock count register can be accessed from userspace and kernel space.<br />
<br />
x86<br />
===<br />
__asm__ __volatile__("rdtsc" : "=A" (tsc));<br />
<br />
ARM 11 & higher (mcr and mrc register)<br />
==============<br />
__asm__ __volatile__("mcr p15, 0, %0, c15, c9, 0" ::"r"(0x1)); // Access validation<br />
<br />
__asm__ __volatile__("mrc p15, 0, %0, c15, c12, 1" : "=r"(tsc)); //Read Clock Counter<br />
<br />
MIPS (mtc & rdhwr register)<br />
====<br />
__asm__ __volatile__("mtc0 %0, $7" :: "r"(0x40000000)); //Enable hw register<br />
<br />
__asm__ __volatile__("rdhwr %0, $2" : "=r"(tsc)); //Read Clock Counter</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-273312135408625112013-12-18T14:51:00.002-08:002014-02-27T16:46:24.733-08:00Write to block device from kernel...<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
int<br />
disk_open(dev_minor_t *devinst, const char *path)<br />
{<br />
int partnum;<br />
dev_t devt;<br />
struct hd_struct *part;<br />
unsigned char *buf = NULL;<br />
struct bio *bb;<br />
int i, j;<br />
struct page *page;<br />
unsigned char *d = NULL;<br />
DECLARE_COMPLETION_ONSTACK(waithdl);<br />
<br />
if ((devt = blk_lookup_devt(path, 0)) == 0) {<br />
printk(KERN_INFO "blk_lookup_devt %d\n", devt);<br />
return (-1);<br />
}<br />
printk(KERN_INFO "Success blk_lookup_devt %d\n", devt);<br />
if ((devinst->disk = get_gendisk(devt, &partnum)) == NULL) {<br />
printk(KERN_INFO "Failed to get generic device ..");<br />
return (-1);<br />
}<br />
<br />
if ((part = disk_get_part(devinst->disk, 0)) == NULL) {<br />
printk(KERN_INFO "failed disk_get_part");<br />
return (-1);<br />
}<br />
<br />
if ((devinst->bdev = bdget_disk(devinst->disk, 0)) == NULL) {<br />
printk(KERN_INFO "failed bdget_disk");<br />
return (-1);<br />
}<br />
return (0);<br />
}<br />
<br />
<br />
void<br />
disk_close(struct file *filp)<br />
{<br />
<br />
}<br />
<br />
<br />
int<br />
disk_read(dev_minor_t *devinst, unsigned long long offset,<br />
unsigned char *data, unsigned int size)<br />
{<br />
struct page *page;<br />
unsigned char *d = NULL;<br />
DECLARE_COMPLETION_ONSTACK(waithdl);<br />
unsigned char *buf = NULL;<br />
struct bio *bb;<br />
int ret = 0;<br />
<br />
printk(KERN_INFO "Enter %s\n", __FUNCTION__);<br />
if (data == NULL) {<br />
page = alloc_page(GFP_KERNEL);<br />
d = page_address(page);<br />
memset(d, 0x00, 4096);<br />
} else {<br />
d = data;<br />
memset(d, 0x00, 4096);<br />
}<br />
<br />
bb = bio_map_kern(devinst->disk->queue, d, 4096, GFP_KERNEL);<br />
if (IS_ERR(bb)) {<br />
printk(KERN_ALERT "FAiled to map kernel memory");<br />
return (-1);<br />
}<br />
//bb->bi_sector = offset >> 9;<br />
bb->bi_sector = 0;<br />
printk(KERN_INFO "offset %d size %d\n", bb->bi_sector, size);<br />
bb->bi_bdev = devinst->bdev->bd_contains;<br />
if (bb->bi_bdev == NULL) {<br />
bb->bi_bdev = blkdev_get_by_dev(devinst->bdev->bd_dev, FMODE_READ|FMODE_WRITE, NULL);<br />
}<br />
if (bb->bi_bdev == NULL) {<br />
printk(KERN_ALERT "Doesn't have blk device ...\n");<br />
return (-1);<br />
}<br />
bb->bi_end_io = callback_fn;<br />
bb->bi_private = &waithdl;<br />
bio_get(bb);<br />
<br />
submit_bio(READ_SYNC, bb); //read operation<br />
wait_for_completion(&waithdl);<br />
<br />
if (!bio_flagged(bb, BIO_UPTODATE)) {<br />
printk(KERN_ALERT "Failed ...");<br />
ret = -1;<br />
}<br />
bio_put(bb);<br />
printk(KERN_INFO "Data read %x%x%x%x", d[0],d[1],d[2],d[3]);<br />
#if 0<br />
if (data)<br />
memcpy(data, d, 4096);<br />
#endif<br />
return (ret);<br />
}<br />
<br />
int<br />
disk_write(dev_minor_t *devinst, unsigned long long offset,<br />
unsigned char *data, unsigned int size)<br />
{<br />
struct page *page;<br />
unsigned char *d = NULL;<br />
DECLARE_COMPLETION_ONSTACK(waithdl);<br />
unsigned char *buf = NULL;<br />
struct bio *bb;<br />
struct bio_vec bio_vec;<br />
<br />
int ret = 0;<br />
<br />
printk(KERN_INFO "Enter %s\n", __FUNCTION__);<br />
<br />
bb = bio_map_kern(devinst->disk->queue, data, 4096, GFP_KERNEL);<br />
if (IS_ERR(bb)) {<br />
printk(KERN_ALERT "FAiled to map kernel memory");<br />
return (-1);<br />
}<br />
bb->bi_sector = 1;<br />
bb->bi_bdev = devinst->bdev->bd_contains;<br />
if (bb->bi_bdev == NULL) {<br />
bb->bi_bdev = blkdev_get_by_dev(devinst->bdev->bd_dev, FMODE_READ|FMODE_WRITE, NULL);<br />
}<br />
if (bb->bi_bdev == NULL) {<br />
printk(KERN_ALERT "Doesn't have blk device ...\n");<br />
return (-1);<br />
}<br />
bb->bi_end_io = callback_fn;<br />
bb->bi_private = &waithdl;<br />
<br />
bio_get(bb);<br />
submit_bio(WRITE_SYNC, bb);<br />
<br />
wait_for_completion(&waithdl);<br />
<br />
if (!test_bit(BIO_UPTODATE, &bb->bi_flags)) {<br />
bio_put(bb);<br />
ret = -1;<br />
}<br />
bio_put(bb);<br />
return (ret);<br />
}<br />
<br />
/* backup code */<br />
page_read() {<br />
<br />
bio_init(&bio);<br />
bio.bi_io_vec = &bio_vec;<br />
bio_vec.bv_page = p;<br />
bio_vec.bv_len = size;<br />
bio_vec.bv_offset = 0;<br />
bio.bi_vcnt = 1;<br />
bio.bi_idx = 0;<br />
bio.bi_size = size;<br />
bio.bi_bdev = bdev->bd_contains;<br />
bio.bi_sector = sect;<br />
init_completion(&complete);<br />
bio.bi_private = &complete;<br />
bio.bi_end_io = rq_complete;<br />
<br />
//submit_bio(WRITE_SYNC, &bio);<br />
submit_bio(READ_SYNC, &bio);<br />
wait_for_completion(&complete);<br />
<br />
if (test_bit(BIO_UPTODATE, &bio.bi_flags)) {<br />
printk(KERN_INFO "Read BIO OK 0x%x%x%x%x\n", d[0],d[1],d[2],d[3]);<br />
} else {<br />
printk(KERN_INFO "BIO ERROR\n");<br />
}<br />
}<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-29944650899298446802013-12-09T14:12:00.001-08:002013-12-09T14:12:54.682-08:00How to write to a file from a kernel module<div dir="ltr" style="text-align: left;" trbidi="on">
/* The below code, can be used to create a file and write data to a file using vfs call.<br />
*/ <br />
<br />
#include <linux/fs.h><br />#include <asm/segment.h><br />#include <asm/uaccess.h><br />#include <linux/buffer_head.h><br />
<br />
struct file *<br />driver_file_open(const char *path, int flags, int mode)<br />{<br /> struct file *filp = NULL;<br /> mm_segment_t oldfs;<br /> oldfs = get_fs();<br /> set_fs(get_ds());<br /> filp = filp_open(path, O_CREAT|O_RDWR, S_IRWXU|S_IRWXG|S_IRWXO);<br /> set_fs(oldfs);<br /> return (filp);<br />}<br />
<br />
<br />
<br />void<br />driver_file_close(struct file *filp)<br />{<br /> filp_close(filp, NULL);<br />}<br />
<br />
<br />
<br />int<br />driver_file_write(struct file *file, unsigned long long offset, unsigned char *data, unsigned int size)<br />{<br /> int ret;<br /> mm_segment_t oldfs;<br /> loff_t pos = offset;<br /> oldfs = get_fs();<br /> set_fs(get_ds());<br /><br /> //vfs_setpos(file, pos, pos + PAGE_SIZE);<br /> //Workaround for vfs_setpos, not implemented on my version of linux.<br /> spin_lock(&file->f_lock);<br /> file->f_pos = pos;<br /> //file->f_version = 0;<br /> printk(KERN_INFO "set position to %llx\n", pos);<br /> spin_unlock(&file->f_lock);<br /><br /><br /> ret = vfs_write(file, data, size, &pos);<br /> //vfs_fsync(file, 0);<br /> set_fs(oldfs);<br /> return (ret);<br />}<br />
<br />
<br />
<br />
<br />
int<br />
driver_file_read(struct file *file, unsigned long long offset, unsigned char *data, unsigned int size)<br />{<br /> int ret;<br /> mm_segment_t oldfs;<br /> loff_t pos = offset;<br /> oldfs = get_fs();<br /> set_fs(get_ds());<br /><br /> //vfs_setpos(file, pos, pos + PAGE_SIZE);<br /> //Workaround for vfs_setpos, not implemented on my version of linux.<br /> spin_lock(&file->f_lock);<br /> file->f_pos = pos;<br /> //file->f_version = 0;<br /> printk(KERN_INFO "set position to read %llx\n", pos);<br /> spin_unlock(&file->f_lock);<br /><br /><br /> ret = vfs_read(file, data, size, &pos);<br /> //vfs_fsync(file, 0);<br /> set_fs(oldfs);<br /> return (ret);<br />}<br /><br /></div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com1tag:blogger.com,1999:blog-9022912384726113463.post-64874021280099301832013-05-30T16:52:00.001-07:002013-05-31T12:21:57.966-07:00Internals of Executing a user program.<div dir="ltr" style="text-align: left;" trbidi="on">
My first C program was hello world!!. It was written in a Unix Environment. In this post I will try to cover, as what happens when that binary executable is executed on a shell prompt.<br />
<br />
This blog will mostly look in to code journey(path) taken when a program is executed by an user.<br />
<br />
As we all know, all binary executable is executed at the the shell(directly or indirectly). Their is reason for this, shell is a command-line interpreter that provides an user interface for an OS.<br />
<br />
To execute an executable program, some preparation is needed and most of it done by kernel. To interact with kernel user needs to invoke specific system call.<br />
<br />
When we run a simple program like hello_wold at the shell prompt, the command line interpreter invokes execve() //system call SYS_execve.<br />
<br />
All the argc, argv and envp gets copied from userspace to kernel space. <br />
<br />
<br />
sys_execve() arch/x86/kernel/process.c<br />
{<br />
do_execve()<br />
}<br />
<br />
do_execve() fs/exec.c<br />
{<br />
do_execve_common()<br />
}<br />
<br />
do_execve_common() fs/exec.c <br />
{<br />
prepare struct linux_binprm include/linux/binfmts.h<br />
it holds all the information required when loading binary file.<br />
search_binary_handler();<br />
<br />
}<br />
<br />
search_binary_handler() fs/exec.c<br />
<pre></pre>
<pre></pre>
{<br />
Lookup for load_binary function callback based on executable format (ELF, COEFF)<br />
Iterate and match against linux_binprm thru' all supported format.<br />
Invoke fmt->load_binary callback, since we know the format type is ELF.<br />
}<br />
<br />
load_elf_binary() fs/binfmt_elf.c<br />
{<br />
// More information needs to be added w.r.t stack initialization/memory for bss<br />
// and elf format.<br />
start_thread() macro calls _dl_start() i.e invoke dynamic linker /lib/ld-linux.so<br />
<pre>}</pre>
<br />
<pre></pre>
</div>
Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0tag:blogger.com,1999:blog-9022912384726113463.post-42771451464635995572013-05-22T13:51:00.000-07:002014-02-27T16:49:59.129-08:00How to Reserve RAM<div dir="ltr" style="text-align: left;" trbidi="on">
Determine total memory available.<br />
<br />
cat /proc/meminfo dumps the memory information<br />
<br />
krmohan@krmohan:~$ cat /proc/meminfo <br />
MemTotal: 4040084 kB (~ 3.8 G)<br />
MemFree: 3125056 kB (~ 2.9 G) free<br />
<br />
Locate grub file on your system.<br />
1) Ubuntu<br />
Add or append an entry to /etc/default/grub<br />
GRUB_CMDLINE_LINUX="mem=2000m"<br />
<br />
Rebuild grub.cfg with your changes <br />
krmohan@krmohan:~$ sudo update-grub<br />
<br />
<br />
or<br />
<br />
memmap=64M$1024M in grub file reserve 64MB at offset 1G<br />
<br />
<br />
Reboot your system<br />
<br />
krmohan@krmohan:~$ cat /proc/meminfo <br />
MemTotal: 2001116 kB (~1.8 G) 2 G gone after your changes<br />
MemFree: 1318796 kB<br />
<br />
Driver Changes<br />
============<br />
In your init or probe function<br />
<br />
{<br />
/* Tell the kernel you have reserved this resource, thus preventing other driver to do the same */ <br />
request_mem_region(2000*1024*1024, size, "who r u");<br />
/* get the virtual address of the physical address */<br />
virt_addr = ioremap_nocache(2000*1024*1024, size); <br />
} <br />
<br />
Make sure, you release the resource in _exit or release<br />
{<br />
/* Tell kernel that you are done with the resource */ <br />
release_mem_region(2000*1024*1024, size);<br />
/* unmap io memory */ <br />
iounmap(virt_addr);<br />
}<br />
<br />
read_entry_point()<br />
{<br />
printk(KERN_INFO "ioread32 %x", ioread32(virt_addr + i));<br />
} <br />
<br />
In Userspace<br />
=========<br />
#define RAM_START (2000 * 1024 * 1024)<br />
#define MAP_SIZE (unsigned)48*1024*1024<br />
#define MAP_MASK (MAP_SIZE - 1)<br />
<br />
volatile char *hw = (volatile char *)RAM_START; <br />
memfd = open("/dev/mem", O_RDWR|O_SYNC);<br />
membase = mmap(0, size, ROT_READ|PROT_WRITE, MAP_SHARED, memfd, (unsigned) hw & ~MAP_MASK);<br />
(unsigned int *)membase[i] = rand();<br />
<br />
fd = open("my_driver", O_RDONLY);<br />
read(fd, x, 1); // verify with kernel message, what u wrote was seen by driver. <br />
close(fd)<br />
<br />
In kernel<br />
======<br />
#define OFFSET 0x40000000 //1G<br />
<br />
<br /><br />
mmap()<br />
{ <br />
unsigned long vsize = vma->vm_end - vma->vm_start;<br /> /* mmap physical memory @ 1G */<br /> if (remap_pfn_range(vma, vma->vm_start,<br /> //virt_to_phys(virt_addr) >> PAGE_SHIFT,<br /> OFFSET >> PAGE_SHIFT,<br /> vsize, vma->vm_page_prot)) {<br /> printk(KERN_INFO "Failed ...\n");<br /> return -EAGAIN;<br /> }<br /> printk(KERN_INFO "Size mmap is %ld\n", vsize);<br /> return (0);<br />}<br />
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Krishna Mohan (mohankri@gmail.com)http://www.blogger.com/profile/09883396000492564801noreply@blogger.com0