From 99b5e67d82343431b45f7aadd72058be62706027 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Fri, 15 Sep 2023 17:15:55 -0400 Subject: [PATCH 01/16] part 1 done --- stream_compaction/cpu.cu | 47 +++++++++++++++++++++++++++++++++++----- 1 file changed, 42 insertions(+), 5 deletions(-) diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..743a3d0 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -19,7 +19,12 @@ namespace StreamCompaction { */ void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + // exclusive scan! + // odata[0] = 0; // don't need this line since odata is already filled with 0s + for (int i = 1; i < n; i++) + { + odata[i] = odata[i - 1] + idata[i - 1]; + } timer().endCpuTimer(); } @@ -30,9 +35,16 @@ namespace StreamCompaction { */ int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + int o = 0; + for (int i = 0; i < n; i++) + { + if (idata[i] != 0) + { + odata[o++] = idata[i]; + } + } timer().endCpuTimer(); - return -1; + return o; } /** @@ -42,9 +54,34 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + // generate temp array with 1 where element != 0 and 0 otherwise + int* temp = new int[n]; + for (int i = 0; i < n; i++) + { + temp[i] = idata[i] == 0 ? 0 : 1; + } + + // run scan, copy the code from scan() because we can't use scan() here + // because scan() runs its own timer and running a timer while its already + // running throws an exception. :) + //scan(n, odata, temp); + for (int i = 1; i < n; i++) + { + odata[i] = odata[i - 1] + temp[i - 1]; + } + + // scatter + for (int i = 0; i < n; i++) + { + if (temp[i] == 1) + { + odata[odata[i]] = idata[i]; + } + } + + delete[] temp; timer().endCpuTimer(); - return -1; + return odata[n - 1]; } } } From 399e2034bca1fc6fa732f1d8c9343421da331e69 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Sat, 16 Sep 2023 19:11:39 -0400 Subject: [PATCH 02/16] naive gpu scan done --- stream_compaction/common.h | 1 + stream_compaction/naive.cu | 61 +++++++++++++++++++++++++++++++++++++- 2 files changed, 61 insertions(+), 1 deletion(-) diff --git a/stream_compaction/common.h b/stream_compaction/common.h index d2c1fed..297bb4d 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -12,6 +12,7 @@ #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) +#define blockSize 256 /** * Check for CUDA errors; print and exit if there was a problem. diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..9700392 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -12,14 +12,73 @@ namespace StreamCompaction { return timer; } // TODO: __global__ + __global__ void kernelScan(int n, int* odata, const int* idata, int offset) + { + int index = (blockDim.x * blockIdx.x) + threadIdx.x; + if (index >= n) + { + return; // invalid index + } + + if (index >= offset) + { + odata[index] = idata[index - offset] + idata[index]; + } + else + { + odata[index] = idata[index]; + } + } + + __global__ void kernelShiftRight(int n, int* odata, int* idata) + { + int index = (blockDim.x * blockIdx.x) + threadIdx.x; + if (index >= n) + { + return; // invalid index + } + + if (index == 0) + { + odata[index] = 0; + } + else + { + odata[index] = idata[index - 1]; + } + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + int* dev_idata; + int* dev_odata; + cudaMalloc((void**)&dev_idata, sizeof(int) * n); + checkCUDAError("cudaMalloc dev_idata failed"); + cudaMalloc((void**)&dev_odata, sizeof(int) * n); + checkCUDAError("cudaMalloc dev_odata failed"); + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_idata failed"); + cudaMemcpy(dev_odata, odata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_odata failed"); + + int totalBlocks = (n + blockSize - 1) / blockSize; timer().startGpuTimer(); - // TODO + int max = ilog2ceil(n); + for (int d = 1; d <= max; d++) + { + kernelScan<<>>(n, dev_odata, dev_idata, 1 << d - 1); + std::swap(dev_odata, dev_idata); + } + kernelShiftRight<<>>(n, dev_odata, dev_idata); timer().endGpuTimer(); + cudaMemcpy(odata, dev_odata, sizeof(int) * n, cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_odata to odata failed"); + cudaFree(dev_idata); + checkCUDAError("cudaFree dev_idata failed"); + cudaFree(dev_odata); + checkCUDAError("cudaFree dev_odata failed"); } } } From 65f2e4b225b3100ab88dd2775e8631daf2999231 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Sat, 16 Sep 2023 23:15:10 -0400 Subject: [PATCH 03/16] work efficient scan (power of 2) done but can be improved --- stream_compaction/efficient.cu | 61 ++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..e3a1c40 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,13 +12,74 @@ namespace StreamCompaction { return timer; } + __global__ void kernelUpSweep(int n, int* idata, int d) + { + int index = (blockDim.x * blockIdx.x) + threadIdx.x; + if (index >= n) + { + return; // invalid index + } + + int _d = 1 << d; // 2^d + int _d1 = 1 << (d + 1); // 2^(d+1) + if (index % _d1 == 0) // TODO: avoid this? do this on the CPU? + { + idata[index + _d1 - 1] += idata[index + _d - 1]; + } + } + + __global__ void kernelDownSweep(int n, int* idata, int d) + { + int index = (blockDim.x * blockIdx.x) + threadIdx.x; + if (index >= n - 1) + { + return; // invalid index + } + + int _d = 1 << d; // 2^d + int _d1 = 1 << (d + 1); // 2^(d+1) + if (index % _d1 == 0) + { + int left = idata[index + _d - 1]; + idata[index + _d - 1] = idata[index + _d1 - 1]; + idata[index + _d1 - 1] += left; + } + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + int* dev_idata; + cudaMalloc((void**)&dev_idata, sizeof(int) * n); + checkCUDAError("cudaMalloc dev_idata failed"); + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_idata failed"); + + int totalBlocks = (n + blockSize - 1) / blockSize; + timer().startGpuTimer(); // TODO + // upsweep + int max = ilog2ceil(n); + for (int d = 0; d < max; d++) + { + kernelUpSweep<<>>(n, dev_idata, d); + } + + cudaMemset(dev_idata + n - 1, 0, sizeof(int)); + + // downsweep + for (int d = max - 1; d >= 0; d--) + { + kernelDownSweep<<>>(n, dev_idata, d); + } timer().endGpuTimer(); + + cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_idata to odata failed"); + cudaFree(dev_idata); + checkCUDAError("cudaFree dev_idata failed"); } /** From 6e8c76cb51f65347cd9df4b41d964b8d39c42131 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Sun, 17 Sep 2023 21:49:55 -0400 Subject: [PATCH 04/16] update blockSize to BLOCK_SIZE --- stream_compaction/common.h | 2 +- stream_compaction/naive.cu | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/stream_compaction/common.h b/stream_compaction/common.h index 297bb4d..87ef93e 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -12,7 +12,7 @@ #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) -#define blockSize 256 +#define BLOCK_SIZE 256 /** * Check for CUDA errors; print and exit if there was a problem. diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 9700392..3c6297a 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -63,15 +63,15 @@ namespace StreamCompaction { cudaMemcpy(dev_odata, odata, sizeof(int) * n, cudaMemcpyHostToDevice); checkCUDAError("cudaMemcpy dev_odata failed"); - int totalBlocks = (n + blockSize - 1) / blockSize; + int totalBlocks = (n + BLOCK_SIZE - 1) / BLOCK_SIZE; timer().startGpuTimer(); int max = ilog2ceil(n); for (int d = 1; d <= max; d++) { - kernelScan<<>>(n, dev_odata, dev_idata, 1 << d - 1); + kernelScan<<>>(n, dev_odata, dev_idata, 1 << d - 1); std::swap(dev_odata, dev_idata); } - kernelShiftRight<<>>(n, dev_odata, dev_idata); + kernelShiftRight<<>>(n, dev_odata, dev_idata); timer().endGpuTimer(); cudaMemcpy(odata, dev_odata, sizeof(int) * n, cudaMemcpyDeviceToHost); checkCUDAError("cudaMemcpy dev_odata to odata failed"); From 797914269b8c6b443f708f0da14e8cbf1a0eefac Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Sun, 17 Sep 2023 21:51:51 -0400 Subject: [PATCH 05/16] efficient gpu scan done --- src/main.cpp | 18 +++++++++--------- stream_compaction/efficient.cu | 16 ++++++++++------ 2 files changed, 19 insertions(+), 15 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..5edf09b 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -51,34 +51,34 @@ int main(int argc, char* argv[]) { printDesc("naive scan, power-of-two"); StreamCompaction::Naive::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); - /* For bug-finding only: Array of 1s to help find bugs in stream compaction or scan - onesArray(SIZE, c); - printDesc("1s array for finding bugs"); - StreamCompaction::Naive::scan(SIZE, c, a); - printArray(SIZE, c, true); */ + // For bug-finding only: Array of 1s to help find bugs in stream compaction or scan + //onesArray(SIZE, c); + //printDesc("1s array for finding bugs"); + //StreamCompaction::Naive::scan(SIZE, c, a); + //printArray(SIZE, c, true); zeroArray(SIZE, c); printDesc("naive scan, non-power-of-two"); StreamCompaction::Naive::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); printDesc("work-efficient scan, power-of-two"); StreamCompaction::Efficient::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); printDesc("work-efficient scan, non-power-of-two"); StreamCompaction::Efficient::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(NPOT, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index e3a1c40..2b10a03 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -50,29 +50,33 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + int max = ilog2ceil(n); + int nNextPowerOf2 = pow(2, max); + + int totalBlocks = (nNextPowerOf2 + BLOCK_SIZE - 1) / BLOCK_SIZE; + int* dev_idata; - cudaMalloc((void**)&dev_idata, sizeof(int) * n); + cudaMalloc((void**)&dev_idata, sizeof(int) * nNextPowerOf2); checkCUDAError("cudaMalloc dev_idata failed"); cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); checkCUDAError("cudaMemcpy dev_idata failed"); - int totalBlocks = (n + blockSize - 1) / blockSize; timer().startGpuTimer(); // TODO // upsweep - int max = ilog2ceil(n); + for (int d = 0; d < max; d++) { - kernelUpSweep<<>>(n, dev_idata, d); + kernelUpSweep<<>>(nNextPowerOf2, dev_idata, d); } - cudaMemset(dev_idata + n - 1, 0, sizeof(int)); + cudaMemset(dev_idata + nNextPowerOf2 - 1, 0, sizeof(int)); // downsweep for (int d = max - 1; d >= 0; d--) { - kernelDownSweep<<>>(n, dev_idata, d); + kernelDownSweep<<>>(nNextPowerOf2, dev_idata, d); } timer().endGpuTimer(); From cd15904870d24e7432973ccf8ff7800cade4f2e8 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Sun, 17 Sep 2023 23:12:42 -0400 Subject: [PATCH 06/16] efficient scan works for non power of 2, can probably improve it? --- src/main.cpp | 4 +- stream_compaction/common.cu | 19 +++++++++- stream_compaction/efficient.cu | 68 +++++++++++++++++++++++++++++++++- 3 files changed, 85 insertions(+), 6 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 5edf09b..f9354fa 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -137,14 +137,14 @@ int main(int argc, char* argv[]) { printDesc("work-efficient compact, power-of-two"); count = StreamCompaction::Efficient::compact(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); zeroArray(SIZE, c); printDesc("work-efficient compact, non-power-of-two"); count = StreamCompaction::Efficient::compact(NPOT, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); system("pause"); // stop Win32 console from closing on exit diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..b9f1ad9 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -23,7 +23,13 @@ namespace StreamCompaction { * which map to 0 will be removed, and elements which map to 1 will be kept. */ __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { - // TODO + int index = (blockDim.x * blockIdx.x) + threadIdx.x; + if (index >= n) + { + return; // invalid index + } + + bools[index] = idata[index] == 0 ? 0 : 1; } /** @@ -32,7 +38,16 @@ namespace StreamCompaction { */ __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { - // TODO + int index = (blockDim.x * blockIdx.x) + threadIdx.x; + if (index >= n) + { + return; // invalid index + } + + if (bools[index] == 1) + { + odata[indices[index]] = idata[index]; + } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2b10a03..5f8c839 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -96,10 +96,74 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { + int* dev_idata; + cudaMalloc((void**)&dev_idata, sizeof(int) * n); + checkCUDAError("cudaMalloc dev_idata failed"); + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_idata failed"); + + int* dev_odata; + cudaMalloc((void**)&dev_odata, sizeof(int) * n); + checkCUDAError("cudaMalloc dev_idata failed"); + + int* dev_bools; + cudaMalloc((void**)&dev_bools, sizeof(int) * n); + checkCUDAError("cudaMalloc dev_bools failed"); + cudaMemset(dev_bools, -1, sizeof(int) * n); + checkCUDAError("cudaMemset dev_bools failed"); + + int totalBlocks = (n + BLOCK_SIZE - 1) / BLOCK_SIZE; + + int max = ilog2ceil(n); + int nNextPowerOf2 = pow(2, max); + int totalBlocksPow2 = (nNextPowerOf2 + BLOCK_SIZE - 1) / BLOCK_SIZE; + + + int* dev_indices; + cudaMalloc((void**)&dev_indices, sizeof(int) * nNextPowerOf2); + checkCUDAError("cudaMalloc dev_indices failed"); + cudaMemset(dev_indices, -1, sizeof(int) * nNextPowerOf2); // -1 + checkCUDAError("cudaMemset dev_indices failed"); + timer().startGpuTimer(); - // TODO + // Map to bools array + StreamCompaction::Common::kernMapToBoolean<<>>(n, dev_bools, dev_idata); + + // Scan step + // Copy bools to indices array to run scan on + cudaMemcpy(dev_indices, dev_bools, sizeof(int) * n, cudaMemcpyDeviceToDevice); + // Upsweep + for (int d = 0; d < max; d++) + { + kernelUpSweep<<>> (nNextPowerOf2, dev_indices, d); + } + + cudaMemset(dev_indices + nNextPowerOf2 - 1, 0, sizeof(int)); + checkCUDAError("cudaMemset dev_indices failed"); + + // downsweep + for (int d = max - 1; d >= 0; d--) + { + kernelDownSweep<<>>(nNextPowerOf2, dev_indices, d); + } + + // Scatter step + StreamCompaction::Common::kernScatter<<>>(n, dev_odata, dev_idata, dev_bools, dev_indices); timer().endGpuTimer(); - return -1; + + int len; + // I have no idea why I need this ternary check below + cudaMemcpy(&len, dev_indices + n + (n == nNextPowerOf2 ? -1 : 0), sizeof(int), cudaMemcpyDeviceToHost); // length of compacted array + checkCUDAError("cudaMemcpy dev_indices last element failed"); + cudaMemcpy(odata, dev_odata, sizeof(int) * len, cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_odata failed"); + + cudaFree(dev_idata); + cudaFree(dev_odata); + cudaFree(dev_bools); + cudaFree(dev_indices); + + return len; } } } From be74cb4d6a0e5cf6aee592d04e6ed033391410d5 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Mon, 18 Sep 2023 13:30:39 -0400 Subject: [PATCH 07/16] thrust scan is done --- src/main.cpp | 4 ++-- stream_compaction/thrust.cu | 11 ++++++++--- 2 files changed, 10 insertions(+), 5 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index f9354fa..cb027a5 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -85,14 +85,14 @@ int main(int argc, char* argv[]) { printDesc("thrust scan, power-of-two"); StreamCompaction::Thrust::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); printDesc("thrust scan, non-power-of-two"); StreamCompaction::Thrust::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(NPOT, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); printf("\n"); diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..6edc2bf 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,11 +18,16 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + thrust::host_vector host_idata_vec(idata, idata + n); + + // we can copy a host vector into device simply like this + thrust::device_vector dev_idata_vec = host_idata_vec; + timer().startGpuTimer(); - // TODO use `thrust::exclusive_scan` - // example: for device_vectors dv_in and dv_out: - // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + thrust::exclusive_scan(dev_idata_vec.begin(), dev_idata_vec.end(), dev_idata_vec.begin()); timer().endGpuTimer(); + + cudaMemcpy(odata, dev_idata_vec.data().get(), sizeof(int) * n, cudaMemcpyDeviceToHost); } } } From 56d6fb63029aba8b9a83132dc283ff48a7cd57ce Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Mon, 18 Sep 2023 14:04:05 -0400 Subject: [PATCH 08/16] manually pad with 0 --- stream_compaction/efficient.cu | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 5f8c839..3823633 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -61,11 +61,14 @@ namespace StreamCompaction { cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); checkCUDAError("cudaMemcpy dev_idata failed"); + // Pad end elements with 0 + // For me this was not required and the "unset" elements were automatically defaulting to 0 + // But some compilers may throw this off so I'll just manually do the padding + cudaMemset(&dev_idata[n], 0, sizeof(int) * (nNextPowerOf2 - n)); + checkCUDAError("cudaMemset dev_idata failed"); timer().startGpuTimer(); - // TODO // upsweep - for (int d = 0; d < max; d++) { kernelUpSweep<<>>(nNextPowerOf2, dev_idata, d); From 891abeddb69a156a84bb2cb1f879931451a095ea Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Mon, 18 Sep 2023 15:44:58 -0400 Subject: [PATCH 09/16] fix work efficient stream compact non power of 2. hw done. --- stream_compaction/efficient.cu | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 3823633..b634df5 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -22,7 +22,7 @@ namespace StreamCompaction { int _d = 1 << d; // 2^d int _d1 = 1 << (d + 1); // 2^(d+1) - if (index % _d1 == 0) // TODO: avoid this? do this on the CPU? + if (index % _d1 == 0) { idata[index + _d1 - 1] += idata[index + _d - 1]; } @@ -51,7 +51,7 @@ namespace StreamCompaction { */ void scan(int n, int *odata, const int *idata) { int max = ilog2ceil(n); - int nNextPowerOf2 = pow(2, max); + int nNextPowerOf2 = 1 << max; int totalBlocks = (nNextPowerOf2 + BLOCK_SIZE - 1) / BLOCK_SIZE; @@ -118,14 +118,13 @@ namespace StreamCompaction { int totalBlocks = (n + BLOCK_SIZE - 1) / BLOCK_SIZE; int max = ilog2ceil(n); - int nNextPowerOf2 = pow(2, max); + int nNextPowerOf2 = 1 << max; int totalBlocksPow2 = (nNextPowerOf2 + BLOCK_SIZE - 1) / BLOCK_SIZE; - int* dev_indices; cudaMalloc((void**)&dev_indices, sizeof(int) * nNextPowerOf2); checkCUDAError("cudaMalloc dev_indices failed"); - cudaMemset(dev_indices, -1, sizeof(int) * nNextPowerOf2); // -1 + cudaMemset(dev_indices, 0, sizeof(int) * nNextPowerOf2); checkCUDAError("cudaMemset dev_indices failed"); timer().startGpuTimer(); @@ -155,8 +154,7 @@ namespace StreamCompaction { timer().endGpuTimer(); int len; - // I have no idea why I need this ternary check below - cudaMemcpy(&len, dev_indices + n + (n == nNextPowerOf2 ? -1 : 0), sizeof(int), cudaMemcpyDeviceToHost); // length of compacted array + cudaMemcpy(&len, dev_indices + nNextPowerOf2 - 1, sizeof(int), cudaMemcpyDeviceToHost); // length of compacted array checkCUDAError("cudaMemcpy dev_indices last element failed"); cudaMemcpy(odata, dev_odata, sizeof(int) * len, cudaMemcpyDeviceToHost); checkCUDAError("cudaMemcpy dev_odata failed"); From 1109984e623d305a23c85cb9e679755fd2e7cdfd Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 16:46:31 -0400 Subject: [PATCH 10/16] Update README --- README.md | 28 ++++++++++++++++++++++++---- 1 file changed, 24 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 0e38ddb..84cf820 100644 --- a/README.md +++ b/README.md @@ -3,11 +3,31 @@ CUDA Stream Compaction **University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2** -* (TODO) YOUR NAME HERE - * (TODO) [LinkedIn](), [personal website](), [twitter](), etc. -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) +* Utkarsh Dwivedi + * [LinkedIn](https://www.linkedin.com/in/udwivedi/), [personal website](https://utkarshdwivedi.com/) +* Tested on: Windows 11 Home, AMD Ryzen 7 5800H @ 3.2GHz 16 GB, Nvidia GeForce RTX 3060 Laptop GPU 6000 MB -### (TODO: Your README) +# Introduction + +This project is an implementation of the scan and stream compaction algorithms, both sequentially on the CPU as well as in parallel on the GPU using CUDA, and a performance analysis and comparison of different implementations of the algorithm. + +## Algorithms + +### Scan +Scan computes the prefix sum of the array so that each element in the resulting array is the sum of all the elements occuring before it. This project contains the following implementations of scan: + +1. **Sequential CPU scan**: A simple scan algorithm that runs sequentially on the CPU using a for loop. +2. **Naive parallel scan**: A scan algorithm that runs in parallel on the GPU and sums over adjacent elements while halving the array size each iteration +3. **Work efficient parallel scan**: A more performant parallel scan on the GPU that treats the array like a binary tree and runs in two steps: an "up-sweep" and then a "down-sweep" + +### Stream Compaction +Stream compaction is an algorithm that, given an array and some condition, creates and returns a new array that contains only those elements from the original array that satisfy the given condition, and the order of the elements in the resulting array is preserved. In this project, stream compaction simply removes all `0s` from an array of integers, but it can easily be extended to work as a template on any given conditions. This project contains the following implementations of stream compaction: + +1. **Simple CPU stream compaction**: A simple algorithm that runs sequentially on the CPU using a for loop and simply removes all elements that are 0 +2. **CPU stream compaction using CPU scan**: A CPU side imitation of stream compaction in parallel, using the scan algorithm +3. **GPU stream compaction using GPU work efficient scan**: Proper implementation of stream compaction in parallel using the parallel scan algorithm on the GPU + +# Performance Analysis Include analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) From 0c4f387eb5c4108728f9022be50c1e40f6b9ae37 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 19:52:38 -0400 Subject: [PATCH 11/16] update block size to be 128 --- stream_compaction/common.h | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/stream_compaction/common.h b/stream_compaction/common.h index 87ef93e..2b3c830 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -12,7 +12,7 @@ #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) -#define BLOCK_SIZE 256 +#define BLOCK_SIZE 128 /** * Check for CUDA errors; print and exit if there was a problem. From 9a489ec247d4723202f7e4a8ded15f75f02446b6 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 19:52:51 -0400 Subject: [PATCH 12/16] readme performance analysis progress --- README.md | 95 ++++++++++++++++++++++++++++ img/scanPerformance.png | Bin 0 -> 80526 bytes img/streamCompactionPerformance.png | Bin 0 -> 80444 bytes img/timeVsBlockSize.png | Bin 0 -> 92593 bytes 4 files changed, 95 insertions(+) create mode 100644 img/scanPerformance.png create mode 100644 img/streamCompactionPerformance.png create mode 100644 img/timeVsBlockSize.png diff --git a/README.md b/README.md index 84cf820..66375bb 100644 --- a/README.md +++ b/README.md @@ -29,6 +29,101 @@ Stream compaction is an algorithm that, given an array and some condition, creat # Performance Analysis +## Time(ms) vs Block Size (optimizing block size) + +This project was first executed on an array of size **220different** with different block sizes to roughly optimize them. + +| ![](./img/timeVsBlockSize.png) | +|:--:| +| **Scan**: time (ms) vs block size (# of threads per block) + +There is little gain in performance beyond 128 threads, so further performance analysis was done with block size set to **128**. + +## Time (ms) vs Array Size + +### Scan + +Each of the scan implementations (CPU, GPU Naive, GPU Work-Efficient) was compared against each other with increasing array sizes. Additionally, the results were also compared against Nvidia's thrust library's `exclusive_scan`. + +| ![](./img/scanPerformance.png) | +|:--:| +| **Scan**: time (ms) vs array size, Block Size: 128 | + +### Stream Compaction + +Each of the stream compaction implementations was compared against each other with increasing array sizes. + +| ![](./img/streamCompactionPerformance.png) | +|:--:| +| **Stream Compaction**: time (ms) vs array size, Block Size: 128 | + Include analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) +# Sample Output + +This output was obtained with a block size of **128**, power of 2 array size of **216**, and non-power of array size of **216 - 3**. + +``` +**************** +** SCAN TESTS ** +**************** + [ 19 33 49 24 24 41 7 27 48 8 21 34 25 ... 17 0 ] +==== cpu scan, power-of-two ==== + elapsed time: 0.0379ms (std::chrono Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605490 1605507 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 0.0317ms (std::chrono Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605434 1605446 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 0.158912ms (CUDA Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605490 1605507 ] + passed +==== naive scan, non-power-of-two ==== + elapsed time: 0.193856ms (CUDA Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605434 1605446 ] + passed +==== work-efficient scan, power-of-two ==== + elapsed time: 0.326432ms (CUDA Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605490 1605507 ] + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 0.247808ms (CUDA Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605434 1605446 ] + passed +==== thrust scan, power-of-two ==== + elapsed time: 0.059744ms (CUDA Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605490 1605507 ] + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 0.051552ms (CUDA Measured) + [ 0 19 52 101 125 149 190 197 224 272 280 301 335 ... 1605434 1605446 ] + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 3 1 3 2 0 3 3 3 2 2 1 0 3 ... 1 0 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 0.1817ms (std::chrono Measured) + [ 3 1 3 2 3 3 3 2 2 1 3 3 1 ... 3 1 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 0.1807ms (std::chrono Measured) + [ 3 1 3 2 3 3 3 2 2 1 3 3 1 ... 3 3 ] + passed +==== cpu compact with scan ==== + elapsed time: 0.2497ms (std::chrono Measured) + [ 3 1 3 2 3 3 3 2 2 1 3 3 1 ... 3 1 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 0.31232ms (CUDA Measured) + [ 3 1 3 2 3 3 3 2 2 1 3 3 1 ... 3 1 ] + passed +==== work-efficient compact, non-power-of-two ==== + elapsed time: 0.395264ms (CUDA Measured) + [ 3 1 3 2 3 3 3 2 2 1 3 3 1 ... 3 3 ] + passed +Press any key to continue . . . +``` \ No newline at end of file diff --git a/img/scanPerformance.png b/img/scanPerformance.png new file mode 100644 index 0000000000000000000000000000000000000000..c62195b1d124c1156939f1283405ebb1c7e6702c GIT binary patch literal 80526 zcmeEuXIN8N)NTMPcBPCUL_q~XK$N1iph$1hl|CT7i9qNHj)Mva5fzb+^w2v@3mKX*Sl5-x}~9bh>?vE27?_^R=TMT zgYDY|gYD|rw+H--bJy-;;14=CZN(d~+_qCQ;4iyuuB%^%!3r=3$baqzf8T#k>5dx= zcDWAvkB;}Q;SdZ)O;x^mUDwNWp5k)P#0JHK)L00auj*H8ZF9Wb7SiLa9`RxzO8wjl zm!7hH8egU43$Nl2q5N^$%FK^NIlWZh9Pb`~gMBc}ey`US^GC~*q2aJc$dmV<=8BZq zDRB)Q?-5WDP+~bFj&=U)`RV4fMhdDo4gXTU!LUDx?wQO`ZI)Xn>)!Ti;;?UfLqbS< z`mE9MCFypzb_%AVcFeoY%!@eUiJrnx*D%zHrcXEjJ?^$oYYLjxkTIL@G1O_rK>mM! zeDm&+=@HK{%0)K%=LW$~{xv?1ey&`q*_e)DqX%+=(c~p6d(d* zOdEBuuA|#O!WfkPck=&#(qOQ&v%3%zAK!MKho=aO#X7pW3fDg3yLj z5fKq&HlQTtWgU>N)X7TRpHM+=EAs`1%3mGLP)0O{fdv{=y#88(w77 zKGmlksFSYYy<0lJ~^9tUC5c5I)^si?L#6=`wCUP`!qRmX5i8FaK7xADri@h5mR zZfiZvZSb`A^K6`!tBPksaC70s|M~QSr)Xwo#?i{^99%DK$rJ|r7W)WndR-7z73!v% zj;eEt{P6gQjZItZCmV~}koS7C9$icIZ@WU0`ojms813e>c}18LBG*nO`CxUf)cZcH zPS$%E&&412qzTQhIiohK%c<`%KxszB+h@Fq@XAX!6%V&f3yEMzdIBE{ z#gEzEu=6l{fTUgMG<2c2-u84R>D`orjVR^l9+MB^t9Q6OmD%LrZj;K`{VIHvvw;|; z@N~oli9~k0>7z%3BSW7)o!~Yvii(O7$cy~g(Qyko^*QQQ`r)7m9*YT)ANX1vc2? za84gA0?SN41I$AuHH^hUExpCF=}4Pv&A`>?$Dn1p-1O?r&Blm>V0cBjf*$Pyxj3aIJct-WgA+xoa21;HOvX= zS4R|*d#0`Z44fm^G&0dPO}<%~OBsAqp|u`3($k*Wr8(-TKsz3(R6WM6zuV49vgQb| zI$E@g2!g+-9kK_j0}jbexDY(Lpf8xg6MQ<3vy%;hYjjF!s~i?|<@?(iwJYqsS`mp& z{wo*io?wxStNYSvu{}SE&YX@XHhPc8&RB(<3AKFu=#hQkKS{jC4Y8qRov&?YpEwN$ z5wBNSmaJtFJ~a}@@>17MIaM9Omq!$EU|gBC6_Kon6FLo}UU`k< z-66=OJg;_z6UyTYUru05ikfoFR=&tT)R1yn&#8cQ{JiBCv5`;oIWIawrsT(sJ%+)aB|%!*eDlreRR$Z&V8t^8)p^xf zsgG7C5bI_9M{m9pTGX`nOAops#}oL9*F0q^sAUefcT$5W6r4FCi061bOp^lape;YILEqjAEVSVK|M!k|tmv2Ob>*hNFQ3K{Y>`M!+OUE&GJPE1tcv56^ zQN)7Z)2wIfro1R;QC~q{0RqdkgCDxV)4sAj)Ot*_VIebGJX)$*gib_tUa_*za@Hln zt95m`CWs=~c5-I2TI;1x-c8)*52IP+kUuev?avBzp7vHG8V({)FwL~|((0HSa`@0M z1%u)Cl^5EWPRIvXC#}V?b*oBT^T{)jlVx&hW?|O}vbez$Eo$~s`bJ>_!B9?C$~sgr zv=>m_a!GOEYQx*Tk zmv;o-unW83OS$4uC{Ym0T<=_w#Q#C$GHq(`wyUtw4NID!gncx=TdTKJP`nRGe)o zLXUaWH+-;cWbo+Gh6?Afv)SpWyVguxKHhM59W~6x$fEzTrH!?xPpE0Rc|4pCHG)rL zb!^>@$}hGR86-sViikUyKk>$SKZ#Jr)wU9_F?urEZmTOwYd!w+gtwS!p5Bg*>`Rq8 z7*`<+bnr&UJV}{Divy!6r7^hz$@6IL zsYM0yNY|&ia@JOvmT|(y0MoOIR^(Wo?J=z1x5 z&nj>Vf*AOu&N!P++R?FA%V9g5>xHa=&HC^mNr4g)-Lgj!j7vseo z)3VT@KI1HU)67J+nUp6(*~cMfjDFZi4~3!s0bN+Q?<$MSZ^`%*1PqkvS=hF$;~w+Ob)$ z^_N2QTQ6bXvUSf?;Rkf!>`OBmGMa2nV&|jxM+fz(+p7)eJ!ETeD7~s#)aS}PC~Bc_ z<))va?gbA?t1(}z20!f5D`fj84HV=JwvdH!=C@m7TDG>U$!LBpUe(rt*RK()$*xSE zxTZl|cwK8)8$U}_a{dWoWnB4!wPJT)cc$&FNWS~xs>A7PXRd|GhHab-484reOPP1; zoX;qA#&qRs&lU_W9HP?-u=l)cD;3$$=OFCrA2ppnF!$zjCswOYsX9&4e^F=SsN!1b z35=(!@mbTQ5v5kWc2jRt?Sywjy|E_}gc^pze(209eb=9+Xa-FS=#d==Z);v)T+492 zndR*Zj3uqXF;Jazg71uE>%r9(mWEa9eRC4#LV62u2*^<2(+HE zQ3@Grf?>7t78|CiQ%eNV0kzEQyo)wjl(8Aeifk1i)ZnjG`p@u1{0A={)eDh#I8KK> zb0EsO16PlrFI&fp2A_5HKlQ112GfC^^kdgad!|=<<}_y$@6nWE$xI<_!jocM*X)tw zpN6dRM0XYQUlp-Op8fM|@C~amIjvZYR;{Uwey>obrUu{S?j+43;=RfUx#$Jo-rX(L zKdMr~y2f&oRbv+15Qqafig8u7S8R+wA+^49yx|(|O7?&obb4_dDuuCOAwIHPMl^TG zIu9omYFA>RAc-Z-&RC5)r`Al5S7t<5x3b2Gh>QAi5RIz(nm0#S4{71!7bYloUPhNS zKMLp>|HF>xU)&8DNXJuJYQTjes|gql*(K%cD`e3dr|A93a}E`dw{Bacfc4MjVZFt?TA#|MLQ0R0r?3h;)mixSs?_$z)nbXSA7j~xx%4$U-!(hH(JHKZCYt{ zQEYvmmIp(%cc&s1FQrFoagEe$YP&6zOrO(xIhZ>+6Ei|Yq2e2du|xAIM`I<}%6pGd zB}spHa_c2Jd)E7y%oYUoS&0X)^mNZzMn+#L)M;0q6+IcsoKtV3pGiu3v6R*0rbhr^ zDTU1{`Wzbr&cDa5Kq_S_Yxc_dXmf2vQl$4O&-D%9AERkb(kwM>cwPk0;8}??t(>%P zx%iVqp}vz43-ZI{)Ulyl^D)7kS94)4I*7mePV}w1y`6O~=KB^& z!q@h$DGhKbF;!`g&vhQ{Fa&@_=n&lqlZZAk?*(`A9M1L|PD<+!yK^2ru2IZ_(aOx6 z$)`tEW|bC9gD*9_;YmH^)1r3(zC+-#Y3M#cz3-aJt{;x!g@F{9?>f(9hs9>TW`HQ}4`G&58=L^+5>It|yj z^qB5%h`I<>jHG)Rhm0G>)g%e7MxDrlEflXAyAVt-q&dD&ws*{H_pCD0!T1k!Ys~+C z5J5&ce6ltEaoc5O0e<#r8+9im&5P%%O>n%0yk{FQMEtm4O7}+QnM6Z2`sSIm@3DN# z_2VY!1<&Xn-*d12bUEj-tNKwuJH}j-xokFQ4%fp_&C;o@UDns?zoeU)Kekw4|3&H6 zlk@-L)`Xh2ySkU3mKmTm0 zsrS@N&tk17U^ng%zRgtN)|B!Bhdc7T=Wv^fIyad@bq=vu=~yRdx8F(8TalmjFebQJ zR5nna=$vFCmc_4;or&vep>va@Fru}6n})vFz@cCM4rxsOI6B+()gpLWT0`LR@axN} z3rOx@HOd;@Z8_NzkzFsl)xW-dL3Ap!^StXgYioFj4smS5v^3!4P{cI@Z%ORiGO+RB zCvov&r&pys?hCHupTM}@!4ehAT3)9|yGS?*@`hpDS2p=(`>I^Wa4t{v`LDY_FWh+P zBVA%&lQFwuU0FXqXkQZGHB$PVt$SgGW8?X{;M|X5w#u(N{;DqbsQl(-)lUk+4KH=y zWedk~zPqh((ceh#LE;~W=z6=3-qH{coJQt-Fg>wSRw;y~gmGDw1-r=;23NG1cITBZ z6t){MjZ0iu7PBvPCm}gF68H=iT}9889>JC~Zuv#nba4dOI7i+a|aN6qB*+S$iea%ybGE4;$SDJO&aOr%Cbl|%U}HMKrt zlH6VW?Duc2mTGz^Pm6uBB}QtZY!}r=P*Q1egTL!Y1n+BR^eq8v3k$BX zb+?5^Kom|J>01KU&|5MzDAh8#pGp2f52j~<@z6ps8~g%4K|r)79>tnnDmPoubu?cO zTux7C9OZU+a)k8~)fp3}-dfTZA9*?HpObE75>$Wjr5C*UsZ+C4!t?r>f6jf5xJ zg!_a^T(j|#r1(5-3GSXuaV~-fZ5S%pJ2K~mW==a1q~QtPIc<|;yrMNP{8dCFQlf>l zLtk1EUB#8Ek8tCOI#;j@mEJYuOCNAjt@=!MHsXFeXs=%{>4^dPddX|tF@ps*`b?>5 z`=Vq5n~w3j)ADk4gifGPQs*1I2c@al$$_#B(e6*jzFO%5_%0&^xW8iCLcURjvodqd zEIxBS(w8e3vFGYS<-k(&d@o>R?>+B(~)*p+qvfbA&v+Y9-Gb=vNm8rBcb{sfxfW#7~OcS=V z2!FG@R^f?OHjz@DqNTqZ`)+~^f+7=Lmf2MPw8vAANm563$TM0u`T9VFSMWI3NL6ic zW~_Mct>Xy}aV!HNZZ{{&zAA7hh{uFR<;f~%%a>m72UdI)h+r3Fq^@L;ze z%VqDJ*JO6V0<39tU=;5Z(a_69U(H_4UU|CbNM$HCv*X43yE0*`1Clw6>sBaPXHgk# zeKK!6n;GU&z!#8GG_#!ZIXPs@bD&)-|3X+0(E<_X<(xL)P(H-vK(h(=tYD(b?3K%m zABO}qhO~zP^Fept0)wwsEUC1*vzrT)|9Zn!(Q6GR}P(TR67Kc|fd7C+w@K`FRe8bVQuvp=mD>!3D}{9H$o0#LY_BsNLgvN?Do zn$1kp^6Q^@vo>_OARx@oWkd0LDGCGxMSRND^Mxad8EIj+HR7(+JjF?c18aBZ*Lyuz zd^B3Z#a}P*n?_1lY}j9BfHh2P)@do$Zm=BI@Ka2So~ZDqq^2+?gyUxXw6(`8ywS{h z*IZ_+mK!31nt9uf&A2B-=OB-*)Q_<@w9Mt1v9;kS!B&1(2(s3IH0(c=agYeuaQkdf3g;#bhoW#UG6u*?{Tc^2K}4D9m0dpSQaO zuw!)`?-S7t$B_0PJ=1H*1xsd(t0Z=#FFPvN2%A=VdCa6iIGpCb+G6bY@pjL5WDM9V zj?C-Wqm#a#TOGL7>uDs3Hw><=^r6JMd@=6IRX#78_SuqsBgX!8)~s|n4I2Ur1_?}r zGIJdle%yiF&n6$dhA%U{i-9YRkKvQ=XK_!lcRNl#;4O}f;wGF!UBV27!i%}_)B+dm zxwP>Lh1ReyS?Rsci(HKs^e;b|Zvb4UAbUt5p1~`9_e&Jy8_EKwy)aBo@|iNTZzFoH z)mBPtgG}>op0v;cTSBy*zSsQC%>FOATA60r?boH^u`QC)5?%lUBeln_jEH>{>CS$T zw-$HjC0lpvMpj0%H>eUIm)=)xGFQo>g1|_Cc4kF+wnMB z90Z=6kr_##TEj$LIqP}3sK(yQTWDpA?73_eJW`!9QrL}6GS9of0yv*>Ys8Pf6Bs$m z@f&0%jzfDFg4b4|BlT#xhC6F=Xq`JmH|aif^k{T7aeP^0NvEpGf|`8q#8M1!&ao8~ z=U^$UH=%1q8?C7r&L51lfuUq z6prpim+EJ1eT$_r)z(>?l2+-pfZpA{Ognw1TrT_vS2FLY3i)2Nghg&-N*J3u^LplI zQ^$RPyV5${Z-@2o2C)V}{DLto_XloQ?^ARft)i`r>8|c}Oiz+t_g~c<7{dHzKkoFU zyH#s=>s(SdN=)7e3c4VRJ)_Q(fT-i0bjwVqqOj2A0^K3>5y`@DNdMosJJ7j zhv-y=HX6})-B1!=%1h##b}Bu7Yq-o>eqimO3WvX`TG@u~)Kb>M#XrOyqMy_|NaSLy zqrCEZP9)%6z3n5O`rt|o)2^QvEgi9pSyu}qI?wB*+j$tdj%*PTTePH(ltp&t&Ff|J zm~UEjLOL+M7~K;$vf#dw%0-k@DUSk1^3`&Iwc&&>v~?@fafKCL4AVTvcuCkLWgz_J zs{8#7Eb*>5M$R?tqp6Q+w5Vc_4tkzDhb;r=-#v5rAFO}qv=>jrg%spEd2s@`lUYKh zjESttEGewmF!Xc@h{btHAiN^SxbS~8xv{HrYLT7w{|TE5j`XP1T#zvvUkb`J0{}W2 z?V~>Y7@5wPp&IH!>`!ZSk3l9lNKzojDNn1_s4=x0F(WFJ$*{qhBi~#n^q6;V@SYXb zAvBFz2U*B5wdnN8hiAlD?_Tq14sH?ykf9JED?XIK`+B~(r>0@tED%=}UYOTs+9(!0 zopH5YLuA+Ayi>aP(X8|rH>@+)zNpKoY@HI9(an3Axe4G(#Tk~=MK`^r5@&hWigL}+ znIEE@fJ1Ul9eDmNhw(?XErHTGTX|*cn5fS~xw1oitI6Xbk)GgirfwAbb=%Z|u}dRo z7mcJ$tx~6Kw@!8$oxU&uB?U}&G)~p^Z$qXBzLaAk!6I?wtHw;Kn`yy1R>uRQFRLmw zEmy^{1X^sYlk9!%_SyD%Y3Ucaq55=6Z-1HR9Ui&YW&})5xAW-Hq>p!|GUoMzh~`xY ziEB8~MK{;@wNtaY(3yNqlP(QAy_1Nqbk-<2+O8+%(m<++%2Lr%a$5E8S+MERkZN2= z(Vq#LP8sN$&{JY=H5##Y9a1WjUxuJ-4P26PF=T0KeN0eKY}em-JYHa>SBF{&@&bP~ z|1TcT%gy3)ou5Ugk60R6eXx(J?S8M}522&*EfOS{PRlk3enZmk@RMXeU%Oqr!EY_# z+JTuC76W6vH6F{!4vy@WgRStuWZo|#Z5)Vy(m7);EA}=4wRV+sPVY`$9&cLH{gZ!6 z$mn7SygFp#1jZL}K+CFOytCZQ)vQHObyx$R@x$w2a}5eadfsRQHZ!yf1H7;yIk&_FGoQ@%D!Xm+cYDo#5N8QdT+@Bb=_D&*L96OYobnocOP1h9H&5y|8 zvJoy+d05j)wubN+ybORJ^7xB_S+f+@VEH7a^uUY zgL{Y>qUGndkfky&jkyHN&U~F!EZi{Yh7aDKWvP1PtW5j3aPUnz6-q%c4ryFEc3^mD z6|%rkT5HIqqe*qz7hg4W#)87-M}yYux8iKCUZ`oRY6qF^>k-)^Kw0=~YeN0$UdTy&Z^x2@kw*!t2)`^LG0%tE)Fy zrz=$vLChV5xFuL!-4iz-)(~qA_6{>__io2&@7_N<8m>)+EEOnaw*h%|gh5IM+td90 z`}bGxqv$=*DQuT4BK9Oofa<@|sEzAMK;xgJb-(<<%PMHxuPs&dw?8^Xqw^91kzjV< z2j8e>1M&7*TD6r|4vO|LhUtzsaxuX+_@%2y#Cz`;8V=q!byF0OD@lsN;-y)Fh$dB3 zFs*s3^`R~*I(kt1Ca7X(gf;!K&L92y(W6JDRqe5_7(fO8@2%}=Fm(lI?cz<+bMW%= z>K6Cnvsw)((aQR6ZBhvold%G2(h?HU90-*0u^fwn8?sWR;h42(8-L0=gMJ13_G%i@seu8V?#=bK7e$Yehm zUZ{$^<4h6X!5u9(3!`hkAu!R#X`M+&`3m!?7B5rUtg~vjMzkou&jyx>{^@WWTWRzbrlV`eeSgWfqkL7Q8ZTr zJyiMl5ljUfZ-jS3Q(b*B(jNFU+UU;_+12p{^fQSCuYukIQfh+3#qSO~pGt#Iy9Ngh z7ntZ)xi*J~jZv-BYzN3RJB6M{9yvr;>^|Fr4W-}g@4tKHh}s zYiyd?mo#Gz^$bCMiD1ZzgGF_jz8~R~y3Ie@gpLG4c0eT+)Qy2^Syp}KuFg|i6JfHR z(9Bcs%!E3``3d4Icp%lk-@JLFZaFylF`T=kn`L`q2jH*Iwzjo7Gfj@$Qmo}kjW~ah z+ygmi>_2+v_U#N4F$BVFg9seW!VkJoH-*NgCWoN~q`32NzZdmC?Skq(n|rQPHf{Hr z%P~-T3PE0`L6X0!%T0OTH`eF{p$zzNCVeVYIu0Ky4$v% z-HL~1CX?Ai$kk`{*}utK%GG`Ueh&q;u|NZ`8|E)S8=5oUtY^$^6X;Q3 zy;IoB^fLkRFP-+ij*DwO43~*j*VOD|+-wCFVQpz?nL53#38&S;J1!WNV-y0`k*@XB zpc6dyL*i3w`0<#jkf&i`Q&*sOfzh%55Z#ZI0mGpF_U*$$VgfeS1G9e93wwkE(N z-hekAJaov3>3e(ZwHId5Eb4Rxmt`$G5fN9d>fXP=NT=wL4W;2_J1e; zzmvwdcQy_QcgN7w$@w`KvI3!B^@uff0!wx0HuKpu7u#It9`Kwt`}oRbtXZ*+KtnCi zrFEpXz)e3Y#8Dt4B(ez1g zVe2$b1=@kEazpp7o?!9|1j)0KDTbcYcjlcVrOjSOQg^3GS$2OUqADNznyMM^yhc5| z+!E;8Ub|94W`W8)&>~oqr8|TuTbPd#pBH&3V%^`zB0p zr?t4F(ZF;wHS|42NSq1p`$-5vxx!9`AKH6M^w$=u))rsH1e5e^aO7l?z;zEA!%>&J5hQBZWm1CUI?=#PI(m#AlC#Mj zVD_NXSNyWHbX-n$_C(*S6GKhqe;_0z3|l~4TNqneSt02|Zvrj0lG$T-S~>l{vWhXU z__lU-?=6hshfkHkK;cBTDd`#dTgRLE&5fn8m%I~^9w0UfjE9^&c@itix%GUVvoLyP z`Bf51DE-J);zOI2s5d@r^xyjH>u&-^+^E^F_{2SUIAEnen+qHMzRAwY4Szz>12i9FVCAZj{9 zin1(#cwN7`>SXEh0E9PkbdH65KzZmop$P+T&)eESK%AS~K3gc-&H9`o^w#?2@>+L1oqEl2RoI=|#Gq2{j-Ntw(hVJfelIYgc`IIk9 z+15wUD+fN|(87?@kYPju)g3f6HqPdF1D7YQxr}R5Lw9fJAEHawh#Ty8wzcK0Ev{}P zSsvb6qW{7)>bqm%T0--W-t-l%d^Z4I^t1Qf5^81*+1z@NM>Br7-`U+=1U$&C80Ppi zWsEk?!gosoA0t2mH4{fTBwps^{%OsaWj2+!of_v z?ToJw1n&S+W|v=s08v-*Ix-xngx2Rg7uKvJFGa<~zVw#I<(HPe0)FIoWcd*`S&P^( z;|ZZQK!IlC+m{>n4-fbT4UV1eI9hk!&CQK{_u6fa)0-oFt4`dmB52BTU|^tMV>`%! z{VXdr!hX0oYS?I=QW+a@*n6}nZ#^> zmP1{0^iOYJS*AZFbPR|@CuoYU-$`UwzH-DNIsk@9*>`eYk9nC`7Rg>IXqFv+O#`=E z56Pkh#%lB=56Nb(nSHhtl75Z(3u=Xq0ch?^Fwv^}c0NXju16>#I=b10Y+O)|06rAh zm!;bco~&)qC7WmJNBndbkBC@mt9`chytLiLWkqgTen3*N4>eND3QJ4%9q4%_#kbz7 zYd7(B189SVMdhkw7Kyjt1entcpLaECoi$z(e+2~v0e_+qFZI@L==R&KM_{ENVh&70 z8Wiup5#+}-4=Q-ylr1}JOyugiy0pbaM2hXym^MKdwtZhyCJaw?oqd24+j=(Nq-K4# z6WZbAP}#Cp{sx2+L4tOQyt;Lb}Fw!LQm;l9Y+a|ftcD2M{J=h=d%W&|l} z0b?D|DzQ-YbNYKawsX2VjrkvK^;cj%wGc7{khV>5sja)qz>ah zL!vnp$fpgg$MphvfLvv3#Q^^$5Fw!rwHr%Bf%^bJeEVHXp%5+rPE4_7X&P*Ghd`Nk z(E3M{c~d8-@j;TNj8S{d3Z-GbK*ykHZ=;|!dMTl%G(2HrnSG#uN6=xZ5(AB(P8cLzIHab(Xmp%yn}!luP28%wO4CYsqS zN7Ii5pmwmvyb-4QhdCroD0%~+g3USj%yG}!d+F&qDrpy{lxNJZbbPX|sK^$i=Ewj6nTVLn-ksbg)55 zw4_nrE6BvIix>9AlPd@Es8e~?L>Y4H#M&73%aIl7zwCE14MH5y#pi)kT}U<4(iy$h z)@~zLhR{|JSj|RFn|(qN@ze^j#U*OD8@t<84;TgNN~eu}Psj!!eHLeJvjX?gsX&KV zE;{0$Rmvrs`F%`qNou96Fab_V5N{=}%@CKRAI?JMS=t~(0FxW|=tevToK-!tfCBE+ zg=q=yH9=I#W9+zCU|5%jo-`1jBEJ=?4PWBW-9f|oc{IQYUduY>UnrJ_st8D+*o-wh zqc-x+hmhmWL&8lQWxD6)U4k^a#rzZ6)zvHm$bNp?HyYLWXNjem7B3M*=vwbDeAcuf zlAAs4-DN9wE;4+#`E}g#QxYmKYHa~+9D^nd zHkAxL%=~q>P~PSAU@G?JitO4%(JEP&4t?%U$CBu(&R$^h_P;FT%quFU8D|do4pxC%1H#8jZ4ge7GWKBUQN5(dylL@& z&B?3r5rGa*BINk#E)o(_4gi2YGfCd_W(S`KJV5%-7#4m{XkMGcOeC{q3#Ecd;JTQ1 z?D}A_i?LKV(C_;YWXk-fq&8L%XApHe2*$UQ!u)YNA;TVG65>#Rh6Q4F|)<#mQ(d&j{)VBlW2UaiQFpX)4}=wgFmx@3 zF30;=y(yKbbI{xz$pMt#GKG4&MPG2b=mvVnBkXC0;_t;xR<|EN9?Tb&XfA`d_|E$g zvlu{*>OysVMfuh={wMpd2O4`DRH6GAEBE4p_YOL^jC}L+2;irxzY?e>dz(N0wUfqe zF&djyyu#Qou%hR*3E%Mr?q3lRQ3=h3m1QfP5TxDm5HN;6f!5sxpFv6p7A~1f_@ckJ z966QV4NfDo*6JrRe{sjUWxWUsJWyaBHNF}N7Kg%yW$mVI#rK5ZUb=qyon?JTL8Nlr ziTwRFaWO4f10X`&<_M7933>U`{!m)G{(GiX>nRTU8ox7x_H?tG&t44Y!oJOeRNz zs1zf;9zm5cS<{?o&pBKt`0FTc5L3ajsdExd2?x8;tS&SMyZPl!+eyEp6vGYHajG1+ zp^qbO=vHuUkfd&1et`5OP`$$B^drFR8lc35l<~#XckWRy-5*zfO|sf?1t-(v$+KUQ z&@YBba#;-d;yX%5cqt@}z6AM{uP&%FMnD)C`^CXkO|Wm-U%~n$NKsXRfAt3W9oTm} zf;hgQ9Z0>YZ${|@GvjwShyE)+LvZpWaYd`ue|f-%@X*DOBj8=inSd@p?TcN8lD}gOL2D}bm=ha({bKT=J@6lXvO==DRN{86!Z7&2Wg&@KD0RRUCD~NXCy0fM^scE(z17NVE$gXE1 z!omeuUWjLK1i2(stKgVKfV^&IUCDT~8HdBY5?-(f+*%X%{+EZzMNnN_E|A4r5==L! zlgZ{wfW_7Jx1)ko^e&VOr^Yl)HqdWI@Ea^Ul<|q}5{Y5mS|k{vrS9TuUxPcp3xxu3 zO^QqLgW5k_Ucsxsivz%1X1nk7h2T{{qLON(B?0Y`#)Zxj{;3V${^N%fZK&-=jMUcq z9s~z)C?g2l-)^fd_=u2^i8m{X_-P>(!hpJiv>V`Upxql26qmCHsMsoaI&*-u3Sf`# z7#R)ePGEEn(b|il-3DlYbS2^Q$D1>0N`tLVgSt#nHA>mY7jW3qhe!+bteFo()#eXmb`U zbGZ~Sq6P{}MtAN2n0g6hFBCN4dk%fw8+_|LTWo2d$i`u4%TDua zrGMiTXw;{uD-l_``4|mhrpcZcX03bQkAkw+D{E_OG3JFMaG5G>20Z8nDvBOea3)dD zV)6l~x%NgM*%DAcn&v>LI#E}twjk0TL0y3qb1*8QZ8XZPZF{Yx{ipTvG4+geTE!Th zy)S#qGi9Udn;D=a^QWnV>_9M8PZt}{_6ReMf6SgzkC0^hhkzz%Gm&)y*DZjVNZ23b z4en(ChFkc8N7FfK12o8y^ecy&;OJQY@9*~hUPkG%++3@EJ8uwAdJGgsm`XOH=1rUm zz2h@?8{i+6?8BExxXMr7cd2K$Xa$a-W?{|r30#rcN z#+hje19Z}CFsAWQz#4k%;XOkTT>+f!cpd_H58UFy#TXJ63TzM#KrXDOlg$4($VQ)W z(^5`WkAIg)uEZtC6>Pccy2O7a(9z%Sc?57{Y9qi)p}J4Q1qQZuBI4S$D6{TrQ2q}k zae*Rh>o&z`e$>B|po|2F36gA+sm~>N?@iV$hAP6BP`^tD4{!-Kf|nKqIW;nOQ{P|bCZ4p2JP3sw} zqLPwEM$C!j$3f*yhKE^+|Dq8xfrP@OU9W-tEC2N3 z`P~15ImiqW)Zgp1ki!mCOzmex3g8g-U!8#zu)h=weQrK)A@j$c$e)qNT=9P}vJoBc zW?@j?Y!A-78mwb@Wo-wz4lT~&QlZtLWD27KDd=8KQZ+3|>Hc=&6f-^D_61kCPlCF(qDYF}%@ew$|me`=@Q99v zSs0O1G64eNJOLDdh_*()!1*==8%17@&$@RsbS@`CL&~!4RKDq}WX~;8yZH4^YeqtV^9o+3BksygW zG1Nd%?%Py`!h^p@z(DnM(eH?e01e2jJHPObm ztgUohXzJSx!@%-_5h>#@L4z%|+m-(-<6EEFPB?%WeNv>!uDYph8Z5PwZGVgTS4N)L zvgHR7UgNAb(cKVUVsO2V$t^tt z%YjaWo#p<^7V16(yMIze?X)4C&Ht5w@)3XLBZ6_Cx3&++A!z$Q(F`nOcsr9EHYNdA zoA|hw4kQN(GW+LUb~H`JA0+FL+(izb^#JO_V9C0&AGWidR2&mjRp4{Ae<0uk#Evy! zSyuk_vDNP;j;Z+$SQkjvYXd@?TBQ{z@q}GFOp31c&n#qtMLPTNcZljz4oLiYYZ){` z`(Fw5Az&G&@4I=6ChXexYrn?Z9N_2F7l4leE8Uw9Y9XDKjoZ?#Kk~`M~r>PhgsN>rzW3y=-7TuA%Hq16tJt_-V@xCU5)={ zvfuGUS|=%VTZue#p87@M(~BS_0+o%@Z{{8Wy-Q^N0W^ua*{E=(4ycn&)|}@`P=LbD z{^S3RFcTj_Duo+W&tf2NmZ4s2($gAoY0BX9A100;9x(^JnJ;{E3M>whwUGY_+UnJW zo{;U^hJ~bc_S*2RbJ6UMp4LQ9TeL#Vb(6-f+j91&0EOV{%SA_P?)q)Q@fK>69ZVbW zLbzgjqaVO03T=K#1qY{nHI?=rgLw2b4Z1*eem~vZrftPKw)I_OXilQ#zl3A4p$@4J zaKbCf0s1=@!Qt!n)fnQqA-{=fUM-iX)5*Iyae^*q$DK$JA|lbCn)aJH8-ptyUg=OH ze6pD%-IV3u5pLMFtGf(x6;g&VW;-HsZMS-YZOJOuxZ-a@Zv=D%9B&1H$XjLhYRNe)$Sm10AZg^)+WKB%K@Yusvv z3e8Z2gNohBsBAC?MF>H^qMq0y!XBg~iJ}1D3h+?Eokl(bm}#K-{laiTn)VNV(nH_O{1;C!y=;+Gfj6 zWbK38rOa%T4~TjX3POOyK@-~cZq!XSzu$oFh6apK*?;xY(QNK=B0Hb~98f5k7|@%m zpr}{`P}}@J?;e&=;c$36sNcjuHCZF1HTYVo+U#vs5Ry1^a1F?0(cr&@yO zs!9eRzn&-Y!lzeVJbTau7fuInv_kxPS!mirYw)|H#GHIV$HdP*v(gWsYX>SU^9`IcW>FJRn8k#}YD zAikoZp+Q}K!}9V6K{L?N!gH^V=}lM||7i&8hauz;(g#0s5hmjAhS3kAiH# zk#A7(E8-m6?%5&Gwl*1A>iPYjccHH1y-0JP@S|2af zE3y+%Jp2^E2MQJrU<`cx_)+1VOxp@PGPNGNYjz0G0aIYXiI3r-u28Rq&{jiRqS@~b zw0*A!aI&o~)QI_bGg8|t>i{Sna2Cu%$-r-cemi$7@EhgJ>jIPC@DohD3=wIJRH(Rp&237}X=bxAmCT(JO?QK7 zWp1d^p3X{CjN_Dy->=2Iez|5mDG`YL31I1GrdQ}9I*-b#Ht4~E0Ri(F>hI2p3F+S7 z)8yWDw8JZt?x!oGtp3MwCmhKHlC#t_-UR#6hW67oWG3`6{W$;b`U@~?8=IA5cA=Jg zO8&213E|RFOVvgwkAOUsO}W_A2L~D&w*$^NY6dY{h~Scp%Ag#g2TiadpuyB=ccQSX zDMY6^@+~VSdDRvcKF17a2Q$;-#5{}G#ho3i(7!bo+$0#HJZUAI$;l;z0sG1)IHel$ zu+|_fN1FNgx70kDcTXaS@0%q8=7}Rjj}CAmVvK~GV2Z0dy3$FTjh#N}*q`Fv|DqCn zMT^{A?$$1UMgZC?gtXjq%jq+Dh{k0Z<{Z9v|30#16Raz;s}2MFmy;c%Qk=}`VAATG zX6)5)vq97G3kM|Z&i3!e->zre{~JZY?uI1&)bO*~tV+r7&)4Lo!0;ux_ zX6>&wCwYtrig(jbfHn)j1;h&o2skk9BiVzkPD|PjU`cC4b%^?P4TYLEaTc^Ib zF<}8A!>nF9P6WlYX0I#)==pJ|ymctMS0`>WWkXx`M+8Qw3xiYg2 z3n&=0MjR=c*Gy0b$rp6pQ0Vc6{Q!vs-!Vl>-vJ^vl@gN9{2DYpmjzklCyqbHML zYmpyQfPRLkL%>E)tXy{?`$7a!j{e@))dW1yWdCF!oYvM>Cq9BEL;*O8fi|;>I{2Yo zz|Rl%*QhaUhvm2+9jE|_t;g=pG~5bYoKRz7fIw0mLPSJY@&+2T?$(MpfdHiQRb~?r zOu7Jdm-h=EUrDF+#_TuXM z+JZme4I~gh*mfsff=@3)G$&}a6?b9{a*7Tr2u){s5-a6hi1h8eeRQRf3cq&$Znqd# z2l}207#%S)S(>211zTUL2Q+P|U}a!-eZ)@)s=U{+XvMl*{1~YoWktyYp$y#LrE4+~ zP>Zt$ShNRzd{DwWZx1Ao;Mhb9F5!eTrt9PQGpqm~-IWZZ3=g zimt?Jvy$1;GXAO)_;pPyebXg;TL+S*(z+ypIsom>jAbE^jkm+fber+jKRF}Cx{F1xA<30IAWWZ5(-$@$wLW2P}dA( zcc7f44@!hk!srWg+{p&>HGfaaWj4$}QJI|Ht3E!(Z2WUxV0R zs7=;t3(z7#vNLwTT=HiY65wwR>gkZqiceAHAzQ5cX^VBpoe~>^GpGO#?m%{M;YZ&h zDc#_<7j{y?J;N(Yel)UqZ=@n*5raSk-o{b3f zI}#ALBi}te+pSbW@s)^eMq5LSu4kpljGXM~L2(8*szLiM79>Q5SUpyWFzU5PJjm!LuVry5e6Aa_xT8aHw;GZv%HyHjzyBa~OHo2mR4OV$ z_T9ZLDxt2jWc^B(vScsYO!?jxlB>nOl~5_NWR20ylI$eLHnQ*gZp{47XBO4{{`__C zt7o3)^PJE5oaKGq=RDQwl?%)*r`NUxLx&Xm8YA#UiIYUJF@1K0`I0`g&L7gO3yW1p z)!&)-uPBnR(8Q`?OlGrM4ean*Mbn}frH*Kad(=tt2(3jjFK#J?ThV6BqL<(ZC;E*A z!s4ZRu#-7xXTCseG&UoIc7|b;zeDsrVW2p${!NS+x)_6Ma|phC4QY7C zK>v&?#$zMHB}?u`8w|w8Q*xMXGv6x#)240jf{M&zR3wL6iLc!X7f#J;%&REVqr`Sp zVLA%#u(kOs-+$!6)r&wZLHPRhg2!}k1ysMXLcf3iPG#G|q|>@GcWRRu)UpVq4}BNV zn?iS3J4yrWF}77{Dys{bePNUwv}+(?6k6C7u@^f&-xI&L9s_`LQQ{y`3)SZ;Do!)H z8M54$K5eXE!&%1O9H&;Fo*3=wLgjJv%Y;4g>~jZj$L?<4zj66uKeS`Oyxrr}zJhNw zE8Zo7ijo9OT{r-I#8)2fxaQ9MkO`)DZMN$N>!7#BV}6uy>6Y5XT;ju$L+ijAEeXYRKNN-W#IHOaQWPezuTPol%4`7K{afgATx@LW+r8(? zy1OkM+O~Uwh+22PS`y&Sk(HIbcnzkAqdyCZ7uqZqjmyjFw8R(o9H4?TSF`t`Hjd2n z^z_!(Oy|F*wT_P3k6mC&Kcq1{FI<0|_VZ$L7Em1oZjKjOacf+DZT16>Gs6^w+`&EK z-#A&nj!Sb&Gu=jKc^09Jn=nB`oM}L8%)b^z zKc@kyH*7o_D2QMAnVu`|(YeBS@+=DJqcHq>bC5KmJODHw8kk0%Aqsv^yXYOIiufTK zcKfV4gzJl*{nMa|(hOC6r>Px{l_9LF3-<$kZ#9E z7+cd$!C8{Bxt1K0Op*`+fxrBLlpuMJ1s`INfBW`r8cW+djaCMcK^rqSdl~Q(2(I;; zC;GjaMm_kMm#zNupFL4=akZ4Db^ydZx=Zfc1D}}Mg{BB|q~)OYfq3Y~w7V7SqC?GC zHkGc0nTM#;my4C`<&5?6Qo_5X*lxGAUnhEipXGTvO%xb@U+7pk1D32Y7$6r!j{+l5 zsBuiA^!aCVi9sPHx0gc)G2PQ}gtRwdUX{?fkmo!RXXv+hsa3#ETDZgDFwbw;#KeQD zx+kTuD0p*Ap%TO?wt@;br>*1^74s6$ccF>6qO?cP7a$1Jp7~|6c?wIF*@^<}aatYM zxpeUNPTQu9#TSH%$*jBZX6iG=`UDB|Jjemc6V=&)Pnm|>-d}Q{EgrY}U8`2;tQ_;##)@GKUmTee z%&6ts0c3g?1`|3AFQ;Qs068o2{GB;o?Is}@&G%@K= z%&E(uXX;=;nqe6&Q1F!xSVX`B_O2)?PRadhPyVSl2kOp5>%0|6ZuTSe3@81AJ;cr_Sk*reC6TtZxhW^8j2yr15|sa-;~a9&A8 zMWagSO32R54L5H?$$(rWQyG*l=_x@=FqO9eD**YE+axI9%gn17_$cVop*6dpMFoMj z#K-FBvm4&%vq4o51cAYtCDuZog0BeK7GT;N1BHrGBFPKgj)926?T)V9ZX?xl!^S;s zVsfl%e~f~+rxn-G^4AdKmcJlKJxW;5wKNgC6r4F1Mv+JI74f6ILP;Rqyp61xo+FtI zyDP0>wQNi&NAxRQqQc*Z>p%;tIKU>fb;00s)Z8W~EBjPiN5>-?ijqDD=;zWOg_8E` zV5Xi@F~w(@lUnTobRNtY(9r8d5S%bO>*fI_8+p}Wb3(n+l~ zUj_DkK?xMSsq-C{8iB$%F4(X)HDvWnuy?R&flJ7OI_=uN4Q$@-NR+=mDqVHV)H`C5 z`!^8VRq}L0fTBK%MpS(pbDznrs;wQM!&GcUQgtPmfK$mSEIuQNPE^XOI{t{Ueap02%^8<8~P^ zK_1Wz6m;8j+t&sEvX%DXEG9)v({!o<$~j1IEA+uR0X|Y59xA3mntgn zE42WGaVh2iqaLV1?P`E`hQ)%RoIwWydwpCJ4vzmR@LTlWl5ZP2r-(=qBR|Rl@9BK6 z=NH;W<7#|+y6;;_YryZ{_>!pgS7bFU3s4c3b`v3>*E?)0y!_iL`h-K|M?JCW93^cA zDG!HAuCzT|kM>ZZTOHE3{rX!mY*C6bKh(dLqwj_TCRDrU_=@_toR?7=l1w)9+3XB>itm(`#jX22Gn?h^T_&!`t z#EH6jJ_Z(p&$o{K0TcuYw$hMvubK;rowkiNF0rkqak#mgX3MB z{`&B^xU?}nUy7w2ss1x2H8$NLZ>}xJg6tW9T$$!8 zg%ik7kR*tH(s}B8ryn05bK?3s5qt+1P_jf8*hmO5oL38Njzgrm(?V@-k3@?nc%3id z$}Cqygf*|Sl3t@8|HjJ-Qc@x2nJ{sN>j$GIL}$8WHlgAU4mk<(I7Ju{eloGwXQ7y6 zUWFx>MzqeqT7?&a-s#gp15Lpt0C3j4#q*UsA|w22L0td0!GWb!0o`5i_;dugf^}sy ze{K=Vs>GX^A>DhIxFa51zS(LZ!A1xl7NfKxf=&W=Ek3MWXbT~lhB@*C{^MSFPxa{0 zqmmL&a)pAD|F~z3^Gh?STQn?tO|NeFTY~l(M^Y`{-=-@f@AD8{1=812RLX+P|GgYr zix7&5oE29UP89DJm18M6$c13hYb(jlvbPK0{Xx?U4I@Bjx&S6dimZ=)QV8@Jq;P3x z&A`C7NKoUdm-FCkNDYP8k^$mv*I)I3?=UdD@q9Kk+qN`ta1DWG-No8alT;vkUb~E2 zJ%(b^>#CwBMlHd)6+|+De|R_Kk&HBq_W1d1D3}u(IO>3k%4kGkvY;Sa1VDVyUXPvM zi?Xtwm}lm^h-C6Q_@&%us^!U+woT9y-aZbQ#r$Xwt!`E~*#G4&l1K-TDUvY&uj}2{ z+lW~K4N+5|M!4QqRxk89h}Teek+aa=sR=lYe;OGXRoE=uSMdGAH`Y3ZqohX$rBoQ( z4`YVnv=v%#L6dDS2*?qL(11C0fPj%+)cP(3k-ptpJ$Xz+==gt>`I&}U#}pd;BxG4j z>KB7pmvp#USDzc2#^;)eacn{+so$}N&nsp0k_dUn3;o>lD7yQ?7Db;Hux;X3| zOoNy`y>ma&u=gQFcbB&LfsGs6R`zt}nuRLIju02Z{-PWg1wD|fT!sBT4f`7~(3y6~|B${gu%Ku^ zU?YHshpiwl4dEN7hB4ovG>7yYWh$-PX^VkbOIE+*!%70^zZo@!I(tUqo~~*>@|+v! zAJEw$RMG~VRuKRb_!$MggF>sXi%Uj>LYNx$QN^9_0g6HBr*<`vLdd}l0D163R`5P; z)foXCOO-ijoonUJ*?K^(9Q33$UPM6zcLaKL0ILA#g*%xCvj*<@BGNy~gyE(g5E2&D zRwMM2^f9lt9J3O|pau*+p1@P4lfbLVgIA)l(ADTX941D1rxAzR%Ui#4)Qt^eoJ+8% z_2A7u4A)Zc@eRgWL{7X2tYO*2MTq?|jzt7ZTs?=y0>WC(+5tT77CmRf)`Kyh#yefA9g zM%jSDlLKS4+i18X+CW4=3T9r61~FJhkVR_%n%-yh#Hk9xwzu~XH4xQQqtK_7-bZTe zoP(5Y!wNSy_xq{0{Fq^A5cQ+o+9Mdz8cQhHI(Q>OMLzID3!KU1 zm{T$W$A#(HRY5H(j%!mzGx_!KMx?~lmNwQ&ZhmGjF0JMA^Q&)lM9y98mg~;$mZSZw zB?gESZL}T#jzCPL6Z%__?SMCd5**JfdG?YoOb`N`;hlr_k)trqB>p$rLM)@{3KLIgg22gE2QiGUk=ABR;H&iPk&g(mMq`k{IJ3SEwxiBXJ=^NrMJ<@7EEh z&wod29jx!;ME_V^-PbeD!_)ln|LkbPuE78HsqPoY5<$z~gfpWo$iVAyx zg9Ko1k`5FPp{CVmOk2=917yx#%d$M6d?f1dk@Zf4xBb~@z=)Xm;OAR*M`G4GED)33 zDGyCNKuO6cV$q_BIgDi94tf9_!2hi#Vr5MMK!z&wU3rQaBFE?)#?-;23SSp!>rM*7 z%pI>+zvAE^u6$#%tIVT*H*HD9H7h_+IuDQz0_xFbDHF}BG@0CxV=noEftgOAa}96y z?1p;VaGTM7+RrQo{=ES-Pv8pL_kN5i|Jj~+PQV=Gc*rpI0DW~UNO)CKQ}bF_&eiqd zQBiF&w6PDk7+D~zz((JI@&k&S^d$WL4rYcgsNn*tYij`%6Q=efEZqkbAqa3WN*SJR zCKSQiQTOfNHiG)&7*%hNgdMv#P!3+Kmee+R63Vg~s=vss1OBho1TUpFoRjt2VojdK(xUpT+M z1+czDl`Cm+YK@T6m>@y=qxM%fuD=C!lKSk^aDo_EEOg#UWdXa5TI4ie$%EMd(8?{) z+zi0}V{@82F80VHeg6yT0zg{mXi<5;taZu=(M@6A38ihl^Aw1?2r!uIYBP@jv*pEG zpW*X+@1O+u^(-gzP8}(|#V*YDRdaH%*L+y#)5bucqW-l)t6FD+z@pyX z-cY^uGFmcRkXElTj2!7Sypfx~m_CF83bCSQ(6)V{&Py%s+k>WMer zLLC-HTW_%rnvilBFksKPCstOXcDhIPsVM9BB z@j}Q{n^V3KPxFzvmu5Cn9AUu-^g)%_XnjmPPA1{@i-rqGF4Rep z78ai8O(s@oIv|$Y3gYF`k=N#I_Ccsy`*LX(CU0o(=m#UeRMjQ|jd;FxPmgLd)pKwy zBr8B=KiBRtE{V1)@o^9*rGT8FnvKX{igVrU;M~Y4_fvRXWLWo*c@c_k4);lrs6EVt zF00xiU;Ze5fcDQn3HJTXIRLjvL4}9>IOpTof-B^}6BLC$jW;jrM2`gK@ec%@q)8s< zcVjM?d>*wt4tr8gs$ETqQzru<2OmynM)fCPVDJ-UGSF_Dx3KWs*5Y0x>v8U5hXEms z8lRw!cgqgQ`{F3DX?;*z8JV{H3l2B?GztG`VePcOZjyb3oWU_!QuE^8_XgkDM5#jwt!~t!3SoWWH0t&-iDidNg#9Kao{8)f>Q~^)+ zt7}H2lwfhqej#Lz(QX%)3Bub)JxN7mm4{76sHNpy70GmUxby&GdNy{EFVyjpv3H~`lOM0KUFWkk4AebK&&xPJM0nL}niljw( zW8n03Ef20*ru#t7n}V30nd3*m-v}&7Y=!YQuFxnNG^PZ@lU15<^rST226jCKyBLOI z&Q8CXxIUJgAkTaiFFi-&SJB#UDs=-iJLLv|xii zKATlo_?2sNs$9rM$Y=7_Phi$)w^*S&3eK*4PsBf|rc4(0stgn@_#<)OC6`Z#3~+^X zMA3jO-*YCr;sZtxl&{m`gDRlVF?G1Q$T`KmgTf4eKZNcfPwodbnhJ)jRx-~>`F(^EAHe2=DQt;Sy zbmHViS(dLb{nhqzs^RJXpn|e>is7dCsq9+tZsxSJS9fbOZ~-Uw6quDfygd&!C%@{>Ki#D@MB&Rl50`bTcLW=m7!Z%lCtRGN?SjUicT=d@ zPz`GPVt1Mc5)kUf2W~Hwa!Vtz1QOoTk<;lC+ zG+F+zg5pV~gC-q$&?r{|Mmwdp6OXHK5A}RL0aD`bKWpt2r+D*dm2}uU5$R0dqi6p( zdfFnx^*;wRitqbp{#M3z^0)KMpDjvv+xOns%XHiD<9Wi%k&A}mVoxMajC7LSN2)eKYBVbnQic1|1J5o_eJ-Mo(6Lh3o4Xy7lXHHsVVwR zUc|Y#!JYGWOK)?V7TK9+FUD2AUDzoa${cPA7|8Ao#6IEn0%y0?vxjP3>g+DvPfuZ` zRAhLJwOXF0N(d*HrKnsSIYM^LABf7~*(fid>U=cDy}}@)lybGktmyLSGRF1R9h~6( zgX3XGOqI-99%3gt3kwn+Jb17zq2@vEL|-FoRulw4yuy8@2buKWUV3Vp9TKj%+nP== z96TkE$|lwv29{9&9<(Nv_Fr{r-e!JNpd#qxz`&bh9=XK1OJM0z;?Z|pHdI2 z{HFe=7^|c_FoQA_27FWF)niH?&>n>OTK91jb8W&4n?8A*kJ2=bt}oQ}$uZnu;RwO_ z6{!wi_YI_>0}Sv&V-s50M_GL69nSHCyvV1Ud{+pKZn!gfA$%FhC)6dU9N;vLpwr0?%XW?V4U+yi8FA_wQUW^H5MV(qp2tqv^o|g$bH= zXnY%de6VBcHj-=ED8{?!edhLfLZ?VklsIW1gY-qU^iPZ{gavZq#@S*q-s5>aguKj~ zm(%@Lmy;?BLQVwo@+8nrhSdZs;UDagAOh2og1!%+6l$|WPF4)TLVoWM(Cw3Fi2u*0 zJKc{4-Wp{l4NW`Js=l~@%{J^U^Pk_BVyZU_3Th)Y5+@tXWM5q1)nclGlhm4JRq-h4 zkJWE)jRUn}a~wPJ(c@V+@@}I)UNRMgcck6TT4}1?R!So?#nDF$$t1EZW_m~X3W(&O z&X#v>Lk;PBS6^RDLA0v?typ;#6&1N_8uHS>D}F$mXjmMM)^dXwX^FE=5Yb7>44e4O zOG&vuQaZ=fuf$M~**H*-d!y>4YPih2HC-J&Yg&6HAQ96qw{}q&+$z^{Wq&D#yU?Mj z5N#(r=YXyvMzR@{y|_L>vvItmpqxxkkU2)Kd*D_y$Hmxev#(7^BWYHqwdhAJc;*oKeH~Q4F7>lJqXMc{iz3nU(Tm zmAn+!rG|&ApbgN)su9IN*s31E8!nOxQv#VHgJKmTYVvyz(@%+%hcC_#;$CeAY-s&E zJowp)Ap#!s8tsL5+@fRp zHVrI%*D>kpv0|W7wh+A{pfub~XEF9ipxb{s7I%crj&4b2)IH4MH&BABOA@UM6JWO9 z8^|Yd#BmqZnp?yU!4__mkBQhU3-KUyP?RB1800}avxht3G?2l;ttq0H zRb(d1=+d_u%Xn*pjzvSHG@y^$w3ucg>2qK-+SLg+hVSaiFs?bwW+&&>ZKdSB^w53^ zADMY%=}XHT6Wd>~ovNhCPYnIecYxbck5>G@ECQQ9T#AZI4xJwq9a`S)aUf(QE*_?C zDyH!$vX~6RbuKgKZN5A*CSBi2+cB$aZGD*|p9_&e$fHZ_B_Xx2)@maqPYmy(o4&2M zi&38|9`%}hgUtCbNNx2l-iYI?SO6&x)SYva(2-E)?K>F@4p(iA-qjT_7PgH=HgJf7 zaAoH&KxnOoB~-`tUa_U5*`{NvUyCL?OOIPr~cm;2^EfU2HuK1aZBA` zv9^yC+<~0#+VlcRSEzs$uL^te`pXvhG!`NGD!j)O$1_-R#Z?jTq{>uvk(e8fS=&dS zz$Q&pq2@rh1%K{Rv}rfSzyD=A2Gv? z8{Hf%KW$NA^Irs}Z)3Sx+uso8*<-(eoz8>xfy#em5Grw z;5m^Rb63bO*KjL!^9GGg;kcxHlIH;t*{{-qAizGBfEMC#{{Rkr^$XWpRZp?Q`fo&! zyt0|nO@8U-`4!8oD= zJbI)wD1#cm3_hE@XE#5GCqh?-N;2+V`sI{Cgwen7=COsy}QWD-OdB2 zO8gRcY0)8Nyc+gb@y3lT2!G)lavECoT<>7cb=J+9{%(m{hAy6c1?pwuQF#+ikRZQW z^p8kx2Ihud;s+oz7H>{JbCR!)RBwJa7IH0+De6QBgr>DunmcV!7$XGzeT%n3D8kcOa|UO%wR*DkC3Gt8P6I~7~Qn}vaom`>ca5(sw#`17aB_!z-c zvEKh^c9y2+9&=${Wk=MW;jHy{r(jF)Xw z0@npYqV%S)uf-r>9fL&4kcR1p&*aO{PB4p{ciU_4Oq5>b+KTQ{QMm*s9cDemJH)_O zt`wHlLo2R)yv+(l=8(lU_<%(EZ2NqbbnOcmzhv^GkI~A^nj##P2{!XU)GiAGUuXC( z>`XQ_-ZgP4EhI=CKR$ebHgm}#u-iAmLWnY+6r=2!l&BRZ2P7DZkhd^A7VRt09yeEn8=2gg-P zQ83lWJ803C?NFNN3e#MEfJYH&JMtzZ=U z?2IgjB=`_%PUelN?(Q_|Z;PW{7PQc5h6i^g+^R(2gUGV_GdUeEOp zJ_z`~Khx#&ms6%(UO;K(sBd=xSbrHL5Ev!CQ`Jjm6DKDhMLsXL^ET_oGN;R62`^W& zQ19S+3J%a(iu}9oeP$G*S56;Zfav5L^;k4;acM4=&jA(?nQc#aw0Wn(ITM#Jkj|9p zY&z%2b`Pr#F-a*6X2K~x3(RDB)8=d^Wt$0U_9IX#m_&@RfKQHPWr5k7`o~AvDEIn* zlpsNr`ZDu68DqQeAsNi;>G_P$DA%HKPjHF}TCibvICWI=DL*B{PDV@bL5#1dA zAcjD?==yEH`HliL%-X2Rm*_gN0&=ulcV4|^mtIlUWh@HzASefC@;9UWkMqih?4WFA zT6!~{o~03$77O9U)|dp6??H*U6n#dA;5NV7)HSXK?iG4TY6zNTv~3CEY7>t!-z38g zKW1=9<{hcs{BFQlIq;S)m~k0M<53mA_$woyf(sC^B0j+5FUN>8B*t3I#aN527}wNY z0z79F-xqflfTL{9RB<-7E3+jPZV+X_F_d*K%vHnaF?@l>HHWIr@8&nE$2c(C_Wq-7 zlf+#c#LE(gq>m15Ts}DP4Y*efbYXWIM5D2}eR0-Nm@fpB1$S9H8M`}WFPc~H;MJ)rG`C%`4OaCZOVB-T9a-T}CvT>~_-w zS4%9&-=1r+1NpjFn-H(Rys^s?3)%x(8j2ZXEKcK0Fm@k8c*f~6@jFAyj*gI1I^f8-{Xt)0 zu@7G+3rC?Oqzj2PYtd(S9z_D;VDzl$OBh@YgDn$2;RTV=CQje{?W8CEcQqSfKfypX zeYn!s4E}!b2_yesdc*!x6uv3ir70*FSuzs{Rnxa&)+Uii#?4uH;M|puh_k8xtbr&6 zNFQO5RAp#De~Mt$X09D-xyiY=^c)KZG=3aH$u%|UPm!}`-=5cpt%Z0m52dFcqZptG z{WvBu2EZ2kd`+Mwqs}bJDl$F_AgwD)Pq}UQF!9oBPfdUu-kAPI(M8J3Kvo?$ovLVWpTC_rkU=w3_vo@g{hfsQXEKWa)d61QHc4mH$f<1SgIgH{WdNx{;uo7mT zCjwVrncyZu@)iFBqhW`2Ums1y#-Y=>7gO=MDc4AX*lxHb~%;@qF5!h#qTr-Zs*PU<4QfxpV1S_Q-H_uYBAS2Ft(V@ z2v*%revd?uhZ0q1;bf$xNcTm>{2- zD74Y8O9)+4cK+1_%syfqRzGfO7Ps^ryT_K(?8Zzd;PAMDF)A4%|7-&~8SbFYDc?O3 zw^szeJkd}Z<)@0EH55xZi|8PK6a!j>)(NQFTkr~IYd_Q7-1)cou&%tkXXkIm9KteG$I|uJS9vbaahF}gM zPvEYk83$Vfe`7i=vy|j`r7cK3)M1@%@1479rtqYHSq<(VPhzkA!aH5?)IW#ZV=t^h zb#ch1kAFT$^ILJ1Ih*~`;B6upXEWY>cF>Kfk2F;lW+T9ilIL9RpR9;C7{l;`3>8~G zk%S|T`B=?pWo}~n#4f@+n?QwGGXS84(^*CR>^a)>)vlHV0<&Mv%+!dV;~&!0;sWgR zPjEJ3QCsvg%<&+*$mS~>7dv!P_fWHD&+aD-p!FZ%rfV@tKK}8NW64(n7dxuh<;X62 z(reX*@!}b3_CyPRxSIpP=+6B3Q4Hmvamj>!Y~dJt6fpnIeI~zjm+9uw(3qwT;NX2`y(uau?gfG>qu$kY>xM*ningJtnp;qxDb5ZyIIa zAdabI%*DydvK$vwyl(ESsbl2V7mGBDR_nnLV6sZ~@$Y_f!%ai&uC===^W8@Rv|3$f z2kWx{@5};Re=42dD9iTzr2>z)Y&6@`pK~lHF>5u;eyXTV(YcND1*bi!517~}4$T!# z_Hm_TB1Fyk5);N6a;B@0JsDquU|4U;uQY(CG;!|4Gi=49{n|ZQUzX=aAc;kP7J@h3 zmj3(PS7Ihlf_xmP@>Xra&AgudjLjoJ*#_wa?L$kToO1T;E_*G$EZ zyKd09gBysa;x?BC);P!yi)`Y-cbY~Kiw$+d59b|_!bc+W*VeXJN}NG%=>fjo{UEQ>dpTU3HO zla2bU;^OVTM-#oxLd83q&s2#@PT#kD7ckL2=i{#tB7q(2KzdD$S6#k5suY3(kt<=P z#1nKR9GsJ_F`ykyjjScF*ppm9MU$>PSEQ*V+aKG8@0x{6%r>7E6F5QPhiYu(&ps&q z>%sF~wLE0kyv4Mg?d+0a^sMm>VEH}~3ho-FL5;k}zonWQlX$4>TyE(Rs^D81v2L!^ zQ*wT}-Tta4d6kdhq2P95Zy}bX0p`W+An9!P2CjErbHmwTzoAsw{74z~KDZ*D6C{Ol zZ0cuod2b0(wx~fuk7k1^@q@Uj??PN692p7Y$v82hvQx#rs2W0 ztoag)R2W>;rgX4D!YISaCqnkxw{6&%OC~w#CRMyNW$+c*uynqzmS=fnAOCO9pY0ZY zI2gQx$%U2t>Q4ub8z>(CIzTN+(E~5*E%(4Y=FpcZW|Di|Cj!1O%PV1K!jR?hvr}=0 zr<=8-EqCk4{=J2j)cyu@eh}OIKCOma*hEzGEB~wXWpcY$?JcxWu-1^DSR4Tyt_{(Q zOw^CQ+{9F?GIQ1o+5u1efQlL@JBvhoCsHW;&3n@#j&X|BKHNo6CIz`wxTn?fE+n6s z^O~YWdAy0aE`ZO;=mf0RwBW9Yn8estB6(#OaQxcA+nPTQ;TkGG`L%dP$ zkBpy|{)BzL)84)Qe*?+pc3BU+3_>YN>Q{rV0GMV7U4c{0d8d!zemu%&Bz7SYo4a~9 z<1ez3qTKAG*#+PkHnqNJ2N{Kmnn{XX0n%nH)`JeEnU_}>6)rI1b%oF5% z#i=>Zhe3~b;Xi+z*m(*|DwU5uG#s{Jxse)JdB^!ks-{yS7?pbLbwYE-g5L2LMEYnh zr21T%3poX6MQg?0K?R$REJ@zo=`E93VE#yay7|j4iBopiLfp4lf4 z+l@Ko-h)w6H~u`K-|4w(+(1W?OXk3Xi;eHVxWcH@)^E@;wr!@ebk(%L16iczgA$0w z#<(ksplPhcbaS=8O`_ZLLSG^(H=rAmSIotzp(4r{3YjfZsZglh`t5>(j)%t6ObfDe zU%W@Q)cFg|425$)zlR^`TiT25Q1P&nGW2#iL2~Su4|PD5Zbb;V-6kh(ozpPkDG2pxb0@a zRsHOH#J6IkuQ!p!MAhu}!`17y8zyn`FIV}bJ*4ZMU)CSGS`SW2!0jhvW4lidSp z{SOwQ4}A6}Dx3Wc7PCTCLTjicq10l`dwwy*eh=Pw39FVX$4F1cc`&XK0B^TKXkhpe z9|??@hkPSF#HLE)n9aKbmSK=1;bb}%B8ba5Jeyd+4cJBQ*qz}zP(#Q4!&yaw6K5ye zW#i6|t|i%&868h5hOeJrI>fNXye zWqwe)IW)cr;|gOEE?vsDH_ASze)0L=>V$0+X9B!Wq&5FbYw)x~-|s>Rk7lrqxCWMk zUC9F*R^6wc@+G>xP}XcLA7V}|TB*%oT^;Ht;k_NanjSfz^u`7vM5>;FjNlR0O~5*6 zg!)9oolOD_{nb(BWPH;o4X%;AOjokiG@YU2p7Wj)P$;J2~I`H{hESJ zUf`DSToL0{m>^Q82%imPcs_2QI=efW>Y(eE zCgM@^xQ1O4pZS(YddI_FxQ*6ZzN>j3$rG=mWViLk*b3!`a_q;fGEfsqY>Y~1L+8e6 z*yo#r(F5fXNw2I~Up}_oa06L-Gv0&pn?9_*CRXs0U5x;uDJ@(VAIC`S`jhKL^zsL; zz|jGc60>leDBB3sZdvcSc`f7QNkfsyGeCL#V!JVB`93{Kvmh(F8J{^OQ3VU#7rI(w zT51s^pq4A*3uRNnZC~Y^#87!_O6Q@&PCiav)h9erLjM8z)dgOh9|NTfHy5OwDgyUh zU>4hO{}|jt5tuH^-TnsFfpcTM-6LjUP@QjV2@l?xEAh6?d8mcx(p(5^E0h)r6_6pW zL&+fu|I??K2G!|;$1Uv%SadF;n1tXR=grP>e9H^x>1v4bQ#a0X5;3sH@1v4Hu4d*2 z*>Z^{|K}&55vrRq9=@1m25-b-a#zRWhKG%Cev}A)m(HL~{1)K|o2a=gZ_PSb0=zgB zDADSZm}SOnXNz|y_NZ@I&iex!b6og$nQdo}|)L}V} zvCG$gu~puF9=A4Em%`nT5VNTCtc{)?#pT*Kn1R`w7FEcnqOQZ z>EEQIK`djd$Q~$P@;eP$AR?7eOr8T<7*(0cEK{M;i6&wwoI@c;5bZXQLX zJhj6bgf{(-CdqX2XYy_ZWMqPLnY5F-_6f{f+Z=>tHhuaPve83 zc`MYbHL&;hl2gM5z~s-gB*J1MU@-`@$)Ag58OoRoJ{!KJ>*+*M<`Bi03L%|jvEX8y zq-D+j^%woqZ!l6Di>bbmMEG#6oA~@b2KSNC4LQgu9Cr#bj9zf7F13|^D$UzU8Tz{V z>f^$<#9wNk*e3;<=^8abG6$XWPfjTKJP;b}+$s}h!+LLM)wp&;olgMnmCg>X9zf=d z9&n&JD75#lGKF4=odgsGo~{z*lHQnQccgX$7x1X;r8W95VBDv}n#sOWM=}0T)u#SQ z%9rMmd!i{weSP{)9Nc9``LO7EQy+K7G3G#g2oXOjD7_BDv74b&?K6YZVC5XgvF>L? zHuLy5@oCOL=99;a?U=m^zuM&;Tf;k-9EGZyxvUsqnb4kNF@A3^+201aSMKU{4gtbT zJ@?2ax9~BuF8a8-=?hG|`a#mJBqAamAocGK#cW^4(44$INee`0FQhomUbmc_#Mn~O zgsfR@7oiNT&AMvvA!T;rNH5~A88iRbB5NXf4v_$=p1a5@nfaSHg&QMqDliQ|xd?oJy`I6D?pYN03a!ieelmaaEi zMUTWgJw=iuIl4VCYm^*ZXTTqR+h$!Mu)crtwyo$(J1*EH!urY72E6y*P*(|BZ}B%{ zMP4FFi?uwU+d5KQ$^0+>1DA$J>|pw0r^fn`8c+Q8V=wA_|7G`H&8@t_ILI=KRgm5$ z_~Z>y!T^tScEX^MMKsxrFaKivUOpq*unx99z%;5nEk>0fr(Gm72oZn!!H%WlXFNab zHXlrT>}@tr8fBK9oq2LV~o6TRsJwF~I9Rd;TT z6|&i|s&ZJvK!E8|%?8QzE};rp=Ht|wMHG@$?2@!iro^N(@_Q0MBxQq|M%a}?=rS@fvI{B zv!L!MOpYngNr?uIOaoM*jN7#^Y>ba`#Y+btL6)TdW9FYI(SGwD0QEM{Oy;WN!WvD$ z#d^W%yDT8?ByGLU5U{IRM0?ne+3v;==lt<4*yc(R-o>_x%VF?n4`4VA0r$!(aAnNu zfDLPS&`DhM-8-DYvg@C)6q6WU|D{CI0_95}D5=u@#*I7k-@=2_HWQyvK?7#2a>Oem zrv5X+F!P>)D-Qp%4WSL`nt>mummTymK^ROGbe7U~x8hgZc%c5R5fcg>z0?llPGT_2 zK$W5X#lKg0uKsWo=^32Fdl9VED-lVjb>?kM>C3`rTQG>`NxS-UpzCV6A~4CwN=sh? z|5S2uk}@=tw_&{j0lVeb@y7KS4RuD9>+I~WhEV&fL?*NCI%xD`yonBYmoE zH^mYQ`FfEbt5d8Eek|2&!&V=x+1ZM(zY%U|`;?McD-b=57k@1=7R2sR4{asYdkGc+1pk^uCw_0QNqhS6?LkPsW|K zYpz6j)lHIcsYUYfDL-ndVxjFcgnA%D%v%`5Tt;7W_#R^3;lyWr{V0>HEZfd=zBu>~ zztm!)PQDaXHsO)5@&_~p#q9uS?#cL#-;3(ZMHW7cE)iJIJij4yf@I>1k8!(9)%tS~ zp{-pnsC095X=ZgGfaIRJaC@NqV8mgn+TrGZTEbw+<=`Z@1ug2a+rc`YCc)-y21}&^ zvvB+_JZM#e<5UN86{^C4>J=((Tt@!(8Rf0ls0Zv^TaJ7ZK+i}OJfdS8Lc9Y%#x|of z28AspL?ie*54w&UY6LmGl3UlCfoNQor2z=d2I2wwyX56|6UFY%I| zE(J~IgabHz0LM5xOO)dZeemVjaN1Xrx zjH%lOz|!sXlehgQ|A*!DB6;asr$FQVG0GwEVj+(`NfSfGpW+0BoF*pa8$_J2*z8=Q zPG`YTPD9WF*|gF3?PI4=U$NEF0l`!Fn^Whq!_{LxOz0Ifq;`BFv;mDMLhSsC07NC> zdcZV=fhqP^H{6S0eki1FW^#GlYxq@iS@Vy^w-B>lLpZ+ZDg)e7^ zl3FJqO;5nM->-}(tted_FU0CD&)^G_MS?I`pVH!STce@fa`xC3dOPPH?RIbzSPh~LGtqIP(;jtHHx$<%N3+LS2;VPzP0Cz8Mix$ zNF6TjPkR$}9V-%e5?EG4@F`iGU;rE+I1yRQuBI|af#7pt4f}hMa&vy@ZbL-@R?WCK z?I{2mCxup97H<>?w#AYc1D!r2f6$jBp}i6(XqTV%xUcx*ry)J_mMF6oO;3b9R3yfA zJ{I)tJ~!_Hh@#SI^(qT9U`_PD0kiNxe%%|x^yf4paj}ZaVD^*jxKMl3G{PjC;jd_bg51}$R6~mChiZJ) z>5*@5uU$p(){!GrE42OGN^`PX`NnB*Jb5eo5AO1IE2Eh!M253IzH)!T?t3{zwm+ZdaAM2pwz)hw*|)fV+2ge(t1reUi|7Yo&u@= zG^#~sgSAVF8?Fy&FwmhX7-SG+Sj&%Qq8(N$%Lnjs4v=9kOpc^#Ofgu=4QlYvx zL@%WNxeeF%5g_02>G>w4#b>^fg8oN_wk1HDqh5pah*5abkQ!!#VwbL=buQ zuZ%(N2VCjJUXYH6XDH+Ehd#&}yl5r^R{{JBa-&NOk@bR+0z(_6YK+}y>NA#R9k}{tIuXbswIFjRaw6tBWd_L z`L`P%FJEtOg!m&il^2@UU-zxZ1DBN_wcvQ>WyV-+Qt2?Xd;=!MAt^ zRt{;Wx8pM3Q1>%~1wT}$O(kmKWLo#kC0|>I8D!D*S?w}>Mj;yu2}sPQ8GEf5hENhV0^+{d zrk!`4IM&E2GhJ6?S}J^d?KWL>fD;z=_)`w~-16uCu&e7Z;a5H_2yH(+OLXlin)-vn zGtr`?KZqaQ)C`}UD*Sv?V%0Dkr`~ZvV55icWzDJ2&lqG#Nkc>-0YIL2dBke5zp+8c z$tMpKOz>)S93>@6XotkCe9{4na5^($20I^+^p9`a^F266dZJZqp#Z7a-I@yY zVu%9N={j~;mKo#LRWj(>^A}lJoidlcm%?X&b@)(6xg{-U6*#u~$YAwjZSG)6q0^HPn^%;EBl3u&S}Qw2|(i&n0bN^f4%2J-x`+JHUZYt94jyX@#E&r+9gh%yRiJ@`{tM{f9dI zylKuuo@EK|Pws?&vS#I+^Z#4+V1qONUpKV7vo>)0_NC7zC8jwZ>Zjy1;IAdSy~a@u zTt#xMXy>LnQ+ftIC`9wcRsifyf1aZ#i5rq5>>(}%lhG@aG)5Wj*91Wte7HPf7_!tr zYz-GbuI1zkTcv6?NW4LKnBHuKHW9C1D<~*#R`^Y@H76x6*Zf678E#@AzfIlv0Y?Yj zn&R>Rbz-y67XCxtOp>LMrO1SABBAn{RyO+c~C`)(JRi<|xwE)XPPTJ>MCH|C?H^tm0a2e_+7*|4w4QH~k zr{ig%qTxrg|Hs~YM>V;9Yoq8Edqo5V0TmGhA<~r=3kuSa-raPhNeLZ-x-E2(t`sSP z)QI#zh=n2@L^>fFjFbQ|v;@+=^`iTC&bjyhJH{R7a}0-$5Z+bZx#pZ}&iOoZ_z4eQgEAulgET~lHE?0s}Imz~W|jl<{x zZ6IcgX@Ctkn$L8SCX9n;a+;-8*MBtI@0gYRcTTz>J_eoI_8Hq3y&>edv5ygr1H0c_ zkMt&XKJ;~5{*WjPWclXRjd`bu_CJT>8ju(vn|sXBl`T2KN>TBfqobtNmXSj|sHtyb zYjFZ|4|78FLlztDhJ7*aa>VyKf4r^tlfDE4EpRu6+(5KM1k7sGTaj;DI!WoWQbS@x zNb)k^b2%X)NN!k(qC8kezpeu>)bEDtTsU7JvWX{dM8q~fsGJ}_o&02dkUP z3vGYK3sVcLr&l4#kN04HuV#Eoa|U5Lu)EAVX;2Bowi_iw6)t%jLH zhN%I!jXw@_+DbohYGnT}yg1uVbb$MC4`){N3I>eO%bpSwYY+aO|M}!hRNt|@*L4lF zvGX{?4{+9AizyZ}!+qWQyEYDU|v21$4 z@h|4=N?_KdRmK3zj*Wv7RDKke1WaoVgi1q}QAT{>%Nvs`?|zc169=r=hMTkVR7Y?y z@{UACR8N0^De|uJrm%3Pwv(%Dau}(xeQ$3ABp3sC2E8B z@gIS{FCwjNH)?aVyxCZIrlh&HOO(+$xxLId3m*G6@WO=tQ^I;N{7(VzB=t;V#m1cf zaHw}Ta1Oz(-}!d%IMbK!(RW|InMv5p$Fzu$Yxg$-Z8x$D&qUO{*v1$9$ztER$wHlO zC+~W%1$j$)g;l%Vr%WbH>B8?$FSf;kK9 z(umg)o6<&PWaYclp)JAIX znp>PkQJHmW3hTB(1k$dUz`f9&b8C<*Ga!MbCHp?Hob8TA;Mj?3j3TxSW{n`^Ew0e) z)`8UQQloi)i9?24Dg{j+QjklrxECti~~u#}T=$tASn zlnP*Id<4f=>#dz3(;BedQvvWI3fd0iL8sB}A)AA7S%+`xP~!g!xI1eNQUS`t?0X?h zPPSR?XY(HSDaz5gd3}cF;BxtL4~%6V()AA8!^89&*nN@uqp&aGfd}wkG@-voM&djhKBWc02ucjq5kHVrco-FYp*>Y2M($jyv5Bpcy_nvI}yXlTl)%KQHjs^k& zs4fwh%r|VW(1FchRvpF= zuIOR~9>xb4>hly!he)tPhcGbQMJ`XNV?Ab5aF&`1<7-uGBlo{3nmZR;<$lsf;KA>9Y`8`T9KjI4mmTPoh2Tvp274P3ZGm6|H-PTwS!-W+~#l@9E%f zx$;tcA5q8-;5N2HnZ|;!f1SLIShm=?cjIMI`8}}|Chf^O0XQKy5H5<(1ldqf)z7sfU`;)M8$C! z(k}2W2`}p8>FVJ@Uh=(M0WD+hYpVc{-dv)RPd4 zt(*2g!qI(jOZ59C_CCM3lDDVGS8ZjyVaDma0M2Ot4$pK4&dm(HHMwmlF=k^@6A)4T z{5l3~?)?Gy3r`ML$3p&XkU$wx)VMhNe7~zbf2qda@(1#w{h!O?8J(0hCp5`QYT#af zeR&YMEtD1==pleiXm=ClBXMx}L7`wAAkrAegi_5x_t_Zic8-3Nc!S3oufhIIf5xo6 zyk{x$!q5JtCi3MBm`iv38hp}PXMyHQ5QYdG8+?oty_}yW?pUmvIPGqWLZdo5E1;*cRi?ijXTCHjpJx2vtu)b{^@tZhiuNR^5(ETEPpkx47y8Q%Af06LSa^j za|`eg?aeAIMx4p~%)XGyfhK%AF!!q#ndoIhMaJrio-n$SI)YV{+&JVmwu`Ncrl9n- z^>M5E+-Gz7wKT-qd&iYX_z(QZUmF5VV5@r__dfSTA>+g}uZ7A~`T94pZsgrx`%!8C zYg@q;n7mBbP(qQ08X}~NvGEA|rP>xzdg4{0VrI=LyZy)Js^kiBFi|~8!>sbWuwLd( zg7LA-Ipeg%PNhMWuA4={)Ep!-bnp8spvo{d+Bx#>01~j{x_x?lzzv5+xQ)GYIx2;K z=cHXJr-OI#sy~gHZ(=`ZzO(9);K7{5P+{ycbFNu)!)LK>XG=BWt2_VIO-~=3)oBMI zRgeR9Wzt!`?0b#E$+?~>4;+g~_@JGbQ+sf}zaIZY%+NE|H+iGB({v19rRfxkf5tP~ zvDsecA*Nl{K1GHj#Hjkb^7_~2|csU>%HGL5}4YM3}^!4_;>0#R&F_>bLAZ%U1yEwq8# z(&6X_Lj9Ib&hZr$$U1g@GHXWk*zAnY&ycGTwUAZFu}MQ`1TrS=0D!O{(FsLs1TtAe zMkB6KB7n25FE(`u7{k%@)gs`5byg^5^$z>s7IP$T?u2sOciKFrnu41?3yony1EGRL zZi8m8Zb6Q$@%5U}yTD?Kqs&*096&&7{2sv|goZ|1(BG7qM&;Ld(MUpu&;C(3iN~B; z#H~K4C__reEmM~^Z)u2qGS=ek@Tx#MaGozZm_8o3^uqkDKtW4!vhSmrs~t>Kw)rJ* z(bs1}M@HZoYhs`K7L!M^ymF*oCDySBIgZ{|n~G_e@8~_CGI(`^I$7_1Z5#XB=S2Hy z{ZB)R5i*TS)qidR96RHHqUi=Tf#c%8Q0AaYe-l8U{m(e>3|dn@7f>3wEWDO7!~9|H zx6Pn$klK8{QMNW|4HnR;R!xMT*SsdM%lo*p%)6H)J8rXVI=Fit=zspe5m}_o*dKtjo! zr8T_RvT5kSMZib|10Lw7e+W$AyaQ>0E@j{!IA!f&>mlvU0qCA{$PRHUK=p1)AZw0) z&_RDm;wHx(1CYqO3Cw-mM;3raeAx=xTgL2+^u7L@lHpZ$-{igPD`}HAUL)&LAf^61 zp$S{hnXazGpDE$IuH;j}v`(xX3I0`P#EA_>N{6pi70H(?;w;$}n>4uDGwzHtkpD6m zGKg6tYgE;Vo++|t9?ih4`hpekx@B#JBP?B%Y{?}XQHAV;jNQI$-4uF`Z>8>M+0R@L5=2hov$PpHU=&zdHyWe{B5d5e6+wAvn?1U;dTL5QO z+djIFc%)LE+pEdLZy^>fu5`;x@o(~E##kY&F-zxYMwbMB-N9OnBmp(g&_ub8=M zEPX7a?*aCf5OU=Or7U7l^h-{TUvS^bKov||NSXfSguYkN%T+0%%b~Y6*XmLO_J+g3 zLT%U9b9981TnvFmYS|Q(d0EMd>b4DOV6~F5b!@y)FAqiihxeBZ?+7AoQwC>o**EI( z!^y>7Qz_Q#QqhHp27-WFEJYxPX>L1^#1GfUL zi7963<2m7*)4K3ejWx1wwp2d-lYu(x9J5yfKUm#t&Q^Dp8ips1#jNQ&u5ax*WNgRQ zoGs7y$o)c(V5LGE5q@*to|y*kp-|fIg9`ZV3rD+laP;FrGDH{@9IM!l+5vt8PTQ~#qp z?KP}|HU7``2;i5x97^B`eZ;{b2Bmb(>+gLJ`Wu^7%b_-c%%t!x~^rAXPXPjxD-5IWg`sVlHhhsv~F zAaA^tP2yfF8a#ZM{TST|c1+dAQP`W=3h!W<^JI|EqeQ{;GIWDgp*QEzNs0n%aW=Bm zFGI?>78^Z7398!lswytMymvPIG6-7LjwXF+7?{Rud$Xp^Wd1g5Apz8(ZM4?f7latg(F+NP#Ency1r@FpSb>3c z1V}lb7g~V;g;ug|p{f{)@FcaMUVJ?9`iym!8l%nqr7uw^{CxP&hl+LGYshdHwC8kh z>R8S6hlS?2h_1Ma3U^BvzTygP#7akB_=Qkqh&)sl>OTG(tDuj_KYa&+Alc0TRw+Nx z!2LE^OzE-3(bH#Tq-WR*$HvxPPe2oi{g1?$vvs6bwY0e`#0e-AbMVEG707l4|18H6be=rtAQSfK1#z1_cZ6j^f2!2l6 zs8<&TA6RAkoYnGjdGtA~@3%uN0p7uhxc@eE$V>QUT+Lj99lMxv0Z#8M%wyPD(*oy? zcEJ@>u_5@Hy~`^q{Mgm8RVy;IMFMcl_kd6u3 zRb<`Veu0Lu?HTqwEmY^7Nx%m*&+(-M$ z5SiV<{{k4(f@&6KgTS_&C8XLIjGMcuMZ#O8HNC4Bc{MMPhOPbc(HNNxYn9w) zBB2%@v4S3qOCHAJ*}qV{bvvpZ{)fg~*);hfKf~6stabK5`?xw(g6eP#@VHM@0-O`& zV?;NPK|65yjjq23c(@qtJ9n*6$ne30ZZ9E`cdU{eDX%?m&;;$C8K1@V&A<=G$dcfL z&Bk1;2XLD)tnhoEf}v>)!_!r%3j%kyK4dPI3&Fhh%znL24~T;*wm9B*Lr3yyJ{_Pp z09z7wTD7Uo&)I?eR*{P}MF%HS)z&JJwquFE&v76u)R2$W_8NLF{SZ<%3vp{rjJQ;W z#72CO_yW;P)$K5D-3;vQoWE?2+R1S1n+x;2(W-z7CoPB36FLGHj z1yQ6-!tGn?h#Bbla4H}UjbL6Pa#Xuhvs?=5tXIh|0)8^K zLb7ruKen9QY#1Y_Rg$CJgElTYh=Q?Tx}-1uBUrO6YSJ8Yq`9b`^Hqv&BTF3f(}vyP zX7d7A`)D!>i46Iq9Bsv68MQ_pNn;ofqUCUF;i~xh!^ZozqCZ-Ut?NOZn;lYqsw9_}+6a_-8f=N;d3>z%`UP`_)d8 zPl{v3zXTcnAXqljqRDC({kbXpx8h%3w_ml^F31HCXmNj(1<wZPs-NM$=M5{<6#=)(@Y`3yEZp?@4^21oOz^U=4B#Y8aAjP+4kUxjO4sE>~Z{$qJ>N*@Q(U@J+>20^XZ!Q~iy%h?RLRIWlXY_>L z0@lyeI1bVXO2}O>(o1Q5;piNh%xI`4`LWN2|I%lfge(#UtCa79)TfgWLvgMRt0t-1 zu=r@M_^-NS!r+DeTLHtOw@*E@t@=^-1tqmPwy;Spjj?@h%d8kF96`>;%|Rgeafrrb z_mv_(5?&~5o;Zgf(;HSxR_rou*o3D)@RsXUbAc=ZZ#lAG1gs!@1i4le+0S+us24#$J zw}IeZ5W;NKywtQ@%YCFmfKG+1ihDJR*Wnr}4zMy~^o61GLmBB^0Ht{znL%Wfb%XB$ zzOq8_(!E#pH|d*BIb5;syy(N>`oz@n@xvW7sZa@q~|a+fnzA6>9rT}v?g#}UKuq9DrRMf=R3t3Co*G=ijv?l7@UNoj^@pO~6ThS@=zPM0)|%-fE~M>T-1Z z;!{s6<(v`2UoWDi8x@^lOTxkBeDM=F)7FTD0Jv3=_+kF4P>1!dX+i&i!J&T!^3%GR+jyIB9}(Y*kVnJ5(HT z;wYcxF-iU?s=1A!oJ7L0iG=w8kwETGjv8HkGtzVVMxLdFcLByP5%y1Px$p6jOGkGa zW4+rH{+4N5SV~{D4Kvj?{|IP*Yi$`Lti_L~ufws}&p@w6S~xX^EE_j+#;a~K z6y|*OMJ%*+SQW2%P<7nRZ)pA|;(JV-w!cFfn}=U8y)UG)!ZBDO)wHW? zME2)uTR~mkheFHh*tO!#EYS$mSCep0E61xXV8-i6_4 zw#g2^H|^yn(Ag_D5f6{Tj}vxS#ta=&NQa>@6~_A>ls7NPxAe{~FaC(1B?H;k zCg!i%?}}L1v7acgpF&1=9+0k-(otxQU_28ipNh$IgSH`8WktQI&i-b4(4p4aVhU9g z=V`KFEe7Ky<2sC8nm^0G?tz4YxLw<$lusE4wxYP%FQxV1dYiBGx}$RZbfa@H|KYkE zFva*=-YNVg)ABKWef@5RuQ!7QCYn2vu}^OJPN@Gm)aS(EE(7-lY2k)yFB-EvO&Y#& zJG9KWNDMI#mq%bhtvhrmvJWZY0(1)*mO25yuDpq8tF`Ql1Di=F`WS&=|D7qD~J*}RXB+!YWY zm5lGJl=Ts>y#CIIsmXX-GM^@WTCUclQnpV*o9O%u~8)1h$8bfbkshGv$Zqgld>iU_Q%b09eUd^xDfDRsl*+`&AphRBon z%EH@BW-483OX6ebpVcYWt+nC@9mQhsR&g`$mTF5j`Hbt3m!$)yH!0y_&Aci9t{+Bd z5Qhg+to1Z%My+g${5tWs{Bo-PC_Xn(U~*^bslcf?VVSNHyPfhoF5(fPHs_JSF?#(< zo$z{JJ6eeJxz*c@Umc52Vc4{3Ji>TiHX=gZ1Q{eBZ{R+gCY^hFxF`r~Y=RF&)R_>4 zkIh%a5c3fZqW(jWisQz!3&%}csl`eq%5kK!7$Z-`-=@iR`{$l`<8W0Hk4YzIANoKq zaZQoh*a6uUV40%qtx_aDr{=KH;56Oei5PCBU66zsF;x^GZI;%qYUht$y!(1G`D91< zuJV%Rh#~yL|FNbR*hS)jt}v$kE~7bro2Y~HZ8C_25OC~ES^cxE=@4te zQhl?840D^Nj02yqb){cS8C6L6y%r~XjT-_(0(?VRgT$_%6Y2X?mupLw0I&7zD$N?T zA{e!(4&K}v(-nwo$HH8}8?GKsq7$J`SAdv5EbIi$2UDL=U6k}VvfkDq!@N0uJ|b~` z|GhsGor&>M+|i=r9alN8pnl`J!G>B(xVY@^_31)YJ1e$pF(A74ndE2_m6bwt%Bw=h z1L(iJq}dY3B3OeJ;FS;~Un-*ui?<;7yG#-+fdu|74hR~I>%1#5Z-fJGCZ|b|xnK4< z$OM7!nqxxNXflhL*ygY)`e=Oemf;Ll+Snh5mm)gNvr?lz`Uf|-a=TrGCea#RplUej zsgeM_)pAQDFwqnxm4K14ZT`9~kWTn8m>KQZ(11_!o1 z8|grQncI{f^TixL>Z~37M4izXzifB_k+#Rs+PlUYXbq#NzV$Y`=!-VH+H7KNkY7~ zbbZqpVdCu$u@@95I(+mvPkxht92sykJQWZtpBf`@+KDN1PDiA6PaIXhpjRPJ>7kAX zZ2pbl0rTc^aKIlHF@mRVCB9yg$qloTE_cn4Zd5*31&P7Dj8BWT0A<74wqo)Cy8ibJbqp#CBe6RD)qOuTH46lyqu=3qE89W?=5p662~vkH#Sw6y_ALQ zK_e(`YE7>O0n>}*)&%nM&hrt^wjD*h1D5Pw^`JZ$A}qcZn6awYP5Ejp8;znH_v^hJ z8b*)Y9)>x5G%lHVsszqfZ#nt~Wj;W<%`F|05}=aNIWt6oKt$1w14Pd&h`V790f9Qs z`l30Qmx|tAmW37b0hQJTe{6GsDzUGFwosbSn5;88nZ2Nx3C+B&eIMqyU-O$@R~eH$ z=~qK6H0T*9Z&R0r=OQ97VdJ~Dj8yO>#HDzVY!c|&c1Y$Zfnz<%1h|Mwh_qcm8{aH z15Xz<|J`@IECrpGR$Pj<$@JhiNRt+g-`aM9Yz0N7%>{2@KDgwa zFdvu^bbxesjsK72EB4saO|#Eme6H+d2+g`qJ=g{&BUs0B8wJ9Rn!5iL-F7*7ufxT#~x4NTSF;zOS5S$&(MCk$=R)$$@*^ytgJL_f#g zKU~Z}_5rX2 zDF&-2`63nQV0aSbUi?0rI&yMyUstWY$KJiJ{}DX&SHO72hbkaCFO{J43tW&vQ0Mc$ zi5Fhq$zMRbx>M(C2XH-(wi7`OG$p~_YbLP$T1zrD%sPGY%4s}5<0%k6`Vfh{MhZn(HnEBwZy#;amCcTjqUr_|^fy>DcU(L_eITS!gb{0HVNyIH{ zOsXVKZYa+Vnm07JfaR1JXGGwc_BFmP<3O=3!2$L*85?+m5ck50<$%7UU+jCe=03+m(JHY^li03H*SIXOnsjc;eSGb+&>0{JSEC!^M0wN zT#C;1VbZ>v*tme8Lb}#kxLKf;i7hW_Df1~wKD9&Oyd1EyZd?Ce7V_ZDGOw!)`gr7^wPFf#Th zC~(vSnMBNLnPJC ze_R5GS!O6}Kk%@m*X{&2a!tgIE)iSsUCKMB-#p5Mbn9#2H5lMdsEp~Y&adYUQI)pL zu|^TZAa_Mw*oiUR5hdM~vslh22?;m2Bo?C>FX3u1l6arm@u;<`l%TB65l?wU%^#oQ zDsPTA0-0lW=v&lGV+t+P!y2Y`R8$#bD0f|gFT>}Z9eAr=raQWbK8kf10jQTmc{b-DIt{EZR!p80lFm@F3 zJh43BTYLOd8pSxmyS`Bn8WK28d03JH1rK~DN+5SzyTQ{$f;hKZxKgi8A-~Bp z#`EumSXXP&DLj$tw{?#=n$teCCc;I2(nb=@=^N_Gf17fYoG`C&DteUYX?4L0Ck?mA zkAfU63@>N$ypj=9;AjqNh*W($JlqdNPbS5Yw(Zz1a+3HT?f0T)+%yFV=)TJDUf_-D z8xwO)MG2wwV=bC(84+%+zeSn)DyChq?`l|KE4g&pZ|E?6x>L6xaa4b#L|WWfKkDmz z&C|a^J4a&3@bcro@0*2ND*Xt5((>biEOpBEpD}Y~5=qP}C9I3C1u9u?ml4eiP$cZp z=!u+AeZ3T#&)4}~{%cQ+g)5CJo02LMiz8y6fSoB(ULLhyg$;|~VJsXIzG_#-4M3f9# z6Ev2~oZq z_MsL}{@8*de{^~D8M0&E9#OO173Z2Yh9&p^8yYh<97Q!QwfgaK;scr=wkW_9P34n3 z`AcIngo-lJTjpX*wH~pXvKRhxE3-X)qhN%jwXphB$k_0dCxaF(#6w|I9+o8uq=AbJ z`h5K1u5wwU*S%#tm4nh#GlrktPj>K=t~RmrkN0;dl-ad8vZDLeCY6jt5mWAlzv8J* zP4H<9Uli4|37P+Xup_`pE#VgOsauyHsoOXzf1!}8$I}NBWG5dWrdYd;A|U1b=587! z&NyCtxGza3>uc};TPBamqJ!u zDZF5aOTR&j`|Ck5QY>%A^qUp2GihwoI+~7mii;QI9B<**XEV3fe*BIh1J<{*|B~tz z#Bk(LsaXOuYwU;yEzK^$6+(1J&iziL{dJ*N(oRZFL-@+|Zk~Qx=*h&XrRo*wR%Y}u zi8ij8V((EAI5~wzxckhVAGB%y8*l|ft-%0aut!*iX6zA%c8}e}_N=3_XXTc( zCsE*neJo8!@`Y4hZeAth(;>LE^=-S@BdDtztU5oTb4L@fK6nDNUu#49>n*vo7G{O8 zm!fUHdBx-_E|h2NRt4WtFhQ?B6D$j}-4uJ42Fm-q81Fti-k@eKzcak&&E3|8^gg@y zg9))q*+OkEdFWhZhm1uo65N1vN8$(w8%k43THNEudKYZa)oz&qb_u4P4mbU-=*gKR zqs$bIMtAbb2+FYfgGeu37N<^3F#p!_{~O2?2FUK*)h!}fk<`-Bpm z#yv~KV)9o@sq%#*2{W&jzA`QoDVFj({t2?>>kBSTCfhL@hhq0psPhg{#A#`T7Kdn~ zJ;pD0+W&;e6VSiKdH2!|EY6KpIxWwYAg_0$|CYm*;LHxb?S))*c7pEjK8C9V z#*uW_Uff){(sYhUs=Eu3fxH6d8~k&JqcxEgx81!U1ReQ!zG2$xSeIXCm;9IcS$gK2 z6h8j$hs#AF)kyB|Mejg@uh6FvG*qp*m7l4{_g80E;5gW50-R6B68B_&j(7efMW{-- zx)JIe`lrFjUvEMRf`d!efw!V^+ognIV0-S1S7k7|t1dr8>w)Pb`lTn~8zD(qpRnWp ziOQ1KitNRipjA;Y!$?7YD$ zjxHVgc^|Fel9m=F+%}=A6tVU6ui@M)etC!Onx`B&SLatusm6N{tt&^0)YHqPPwibZ zQuQX10ztFEUO%o*GNvAhXswSUTJ{jY+^_rwOumnd5@zr}8q(xW5j9f%g6TEh$ZgUQ zee@IBm!N~4bt5IGPZfTE@qWv{h`W22v3z8)Qb%-#igGAvi*zkaU&y2bAD^z$?%7Vy ztqfy?maNdz^d;Yd5`O~9DCTBzn{T2i3TmLUwgvr)+%|aY?;7jLcpU|iu_o7_@={^hHq1!9W@AP zsF9_WlOr$~7SzlTo;S^}$YiyUK(EI4tAF&Kky@TI;O+6ip=*kdTg`;gh@?JKKrFjH z?ax7Mw-!y3-(l=x{`uHMsqDcP8Cj9|e$cnfZE#V;H*Q~USXMyxjM(S2v~pP{Qto+j zT83UXgd(~KvWwuKJCXjSr|KRo8E8z9SEsD}*B-!{6MY1{?eyP>kc(IHzFA3q z))O_-J!IFsq@%b4;LGhzABt(t^!nJT<{?W60huAM!kFn-b90p>BVtwg32W!^3F-2u zio&wceSY0&1KSF(`w^h>$*m#dQVKL*D18mFj~vlJfb?IOl#%X{-_LGIoFNjebkp$t zUe`gLO)|<(ZS5MO%=K{k0m|`Cs>An>k6J}~I!B6ER5T2+47HNb@uS?|+zFo;hU%ZRV zr#wM}POqNBhZBl@n6CSu?z|sx!Lr&lY-21e0zB(CUhA)X%lGjggBuBqMWVF*Jj1ke zAxGoT1FIxWKTC-u*2dCpBsc9s+lkV z&%5#)dLFs$u*Py)QET;D4^BJp z6w9%KOTF~i`6!@e;UHyl@2dt#P8aMQj%)l5Y<3ssy-{Am1NkgTXX;nlm4%+ z@t^*@bhvfJ*YMJp`I8$&Qn%yvE0gWZ?*^*-OYR9gV%Il?F*N~6{b6cplXYehmO@TX z%(dbxI{lQ+*Rw4tsvQj)`%>sfqTDvEo3`N9j<~?Rv7m< z$a9*~j)X)9T*klzE^?G;#MFrsMxctn!b(ed-ei<)5(sUC0nSwJsxD577_I#XRodv< zMo8RO&)rY+g1k098$Y547z^oh)ADD99JwjxoCJrC=)#Ws-UvgApnwDrV>XM4%n_+f!Lo3$d z5%bRPjI@mTwa0HM7wLm%|Ivm0GbOE)H1^!nYk|Rc8JbJGSC@&hxWk7DnHxiN3tj7G zU>z$-Y3wPz>sKnwr#hHfT9duT2}POd$L!x_Y~${7u#sE)`v2s2*or)JrxF?$%u5-r-{v*Oh+>Uoj^oM5t^VSd+d9;KH1< z>Dg*~7l<=wqQ8TFQ)O9xU)zrlS!|!@CMX~2IWB$u`sB!b@iu}r!-qZnnI2I16}6($ z?%<&UUpzY{Y7{l2RKZ)ctOtHjsA%^!?j{%y5Du4w@)KzjLJxc-w&L z2RJrcBfoEE!dQ_P+aM?zG^u}o1pXVj?GKLz`2WslTmB>XAII@4e?aeG z1sq%23HtQ^e)<3I#{YWRu>GJo#=)WFdrSSQF?1;YKRq?+MxX-rg(=E5%e2fqak$JP zX^WQbOU})kHzA(%HbH%1z&oZ5DTfMaL(wj9mG*-mo#0Yix%gu%MYJ8XXxuu@mz{uT zx7Ddee_?@a2Ho2C@mz2XQHd*q*!WGW&|Oe2%R%=q00?~9F|j=o4d~bvn&YfN;}dY> z>;%e6Rw~|i6x8&Yk2oWCwS(>gZBj4qy67*Qv;<8V1{1l4TH>Q~b93#Zidzju&9hfLF9_MGH#$M3gP+rZtJOCIWq#0h)3uvS*Au5+g93xN#mP7!6iC%3(z;{% z+G+dCh1K}^a&9%W1W_)ZsI$@t>y=Yl63$xK?RAnkGPi6(vA`XNarNmd6LvSYy+h8Cj}l+kI-U{GcpgTO zSgH8ypqHq@On6$CBi@}rwchYCK8kWP!8sAa%~_$ax?L?*5$iDW#k3pyn z)k6hyyWBXD~k)%%q8;1sNH~ha}u*KH%zE7DTqNF^CeVO zQ>@*0r-#Rda}41*D`Cpb4{KMNInf{k-~9kIk=6yJx!xB(?V@rc1;QvdB%4)IvAcCr zX@vf};w|$Da~)iqPiW6oQa~!S!p?;CC1;{|up(%Iax$50R;mul1rqkA$3Wc7)u4Hl z14Lg;8QC};p=q}7wUI~!L$9W{-Nnvp%$l&`Uh?tgLiYvO;H}e6=q@v&po4O2;_^&@ zXbyc*%$se$>)!R?_8X4pq6K6{rt&MR3K=v@ky=tAybvYOK&9JFd4;Os8%k-@jKj*w zqzY18OMrKYy}bv?x9caDGOvRu!}vzcT!bAA-a8kDhv5@O4K2+oG*1rB18=XP(zqxew1k(kwGdbiHh@TsSL`O8X*76fHa z(bmi966%lC$<5q(a00`KPKK@}+Gryssk7%RxOMK7)Q6>gy= zQO!)a^9lqh-u&8@Q1B4H5m5Q{PDaU`=rEOy40Yl4n=qWBPFVYnby?@Fp4t6c%Xm%r z+VO1;GCLTK1wxiu( zLUPCc4>D3G`C@7JT&qJ_KeK+p`+}W^yEjM4Q*=he7l)ica*eZdPj^VO^YFM4Kj(1# z%-RoxME0t~OpC4dw9AI_)Z^C#W)bOpPHC2b#(Lvu^FZB&+WyI|Fl5}5`OdHlzGEEp zN8ld7pRdT_S_z-n@vI|GD6Ds>PmnP>Hdb_>>$28v^oKN~3;8H=bd|VPM(JyNs6a(lml{p2GzmI*RQ_4>@2V~Bh3W)2Y#ph=%Wme4w40-?uhzHO$EjWBw)fQ;5#ViFt>dYSE?0X^dU905o1@-r#N1@t&w%^{O`v9u7{H5^Bvc zH4VRaJw@|Z!9T1lk!%Ow5WVex&utum!Ny+<5Ar;c=i+-dT^l$bSkkrqI{BplM{f$M z$)}FqqR(*6MH&kRefOe%8l<`HmuyK3wLUW;y*4PziCfWP-O{h-sR|8u9}|U}-nLq> zokyW+PG1TCR$EtBc6>zBUsp9K&l*vB;7L3eE26yo5v9glN#o2inZXyb8Qy#O;vp<7 zg#22NA*ye@^!2zFAS!&y@uW?%j`?Bf1T54S{R=L_p0iQ3iJsA)p4m3NQ?+#kLw!rw zAZWOKXndT8k2X0*y~%#XvyU$ANARgjv});-o;d}7l~%sGasCXuaCPVf|Msw?iiJD- z#%}m>aL}JX2kBML?w}P>uX_7LHj#V?xhsnQFI(yW?}AhWmE`hTP;{?HjO?isx+Pz; zFY@_Zb2wAH{^O01UpD`Cf6P?s)DQ9Zr}M!Rh*t14snvwfD|Sfg5{Vai&vf4B43j{u z-~P5(_x6dssa72~P!8gw)NdAfS-8aO_`|1cE^|djmmlRblh`}2jn&e;_vsdxOa06Y zvidDnU2QF?5l6*_na=v;g^rVb=DuX>njaZc6KQpir40|<9P)U78yQ}HVA~m~<9fMj zQtfo-?YH`_HNb3FM?YWx#;vfUrAQz&-S1$xLn-H3yUb7R{}^3?AGyc$#{L3S&uQ~) zIAX))YBnE>Wu~a=N&N+&USQ67^;MI2u8p0N$im0Hb8$08tD4pPH3!lnx-)|&J%8|^ zB{%&*IA!OC;%n6K_~BF7=H&C2A1fMevyOXvn&Zx2Y9aVWKu^^-#bJ;XRHndlQkKZ1ggp$TPQsc5mxIn->QfFzovBBc@1R9H)j(m~fYA z^ZXm{MQlfTy|6U=2+Z$inhyT1yc(L5VIAUj6qPG(7r zeKgBZK6fv@iFDn&!Q*eFI-!um^TH)le?0BnYIy64QRQ9h*mB9`O(3=u5sKd-L!=gb z?Mr^&NUto9K+{=4n}=TxGO@eBiu-EQq)89Ocnc38nKW5)FE!6cUPY$K)UcT;| z?jJ6=qu~vz=%nmrO_B3+%4x)l^I`htC4%8MWxfYBkUwaU;72bSsri5ZUiBp*h89h1 z*s~$nl%0JCk4Rs=dUofGAJ=Z}zJ!)#`v>P554wC!bsf+~VFLwB)H_avj~x9+dnDyi zX8p#;oa2i%FVS9huiQEDN~T2dU)0vKQJZ?3;cmCh72bE*_+^)R-gU5kmi)PPt-DmR zZGbfNcz0Yr74`E)C+^JmgQ4Fh0(;pRkuOwM8(kg=@uHEPO{wYvwdeAiYvL)jPSgo- zBzg{P%MUOKw}~IRRF6sL+qE%8G{1$ilT;POnG7~;R*24>&$3+bo2%nW3(EM?)f{!< zT$=l$sl^mr`}u_S%+q`Hiy}^yLA{qh(oH?dHL}a0VQRbsZG7QrDYA7^J)T3y7QIkC zJwFqkVRKiy0=b5ALqE+Js#Ep7?GmhAuC5GpnU_eM@oTGirDnufT$#K&C zXJy@*2$k{~(;CH0+qM@g*TYXw)SOMT3A3!zm*UGmubk4unOkWq)6TKJhkrYVsXF}F zueJotESYCnV`~55*1n;g4;>hD9QwCA?o_z#(8w}4!Srp~?|*Znxvu+Zots-f`Cv2) z_p;hO_uFJnW=T|h$NZp6#)?VO@U>J?>JQgW07ux^FqHEW{=ji^=VoyvX=*jY-w!(%_y|Z{k-j(q_|)lANNG>`$(v-%F}ylnVP1!`p*+d+=q= zlI?~o8VEEwDXQ(|KeWW$oW1p=D7a;dol*6NZ@ZC7r_RCaGW+tI5!Tkd9t*A+N9_Kw znkVn`?lXQjniTs*(Tlul(^d4#As^Qt<3X8mB77@));bYW`1qU;fSJ*7o1IM|Gs7EiJ97s;O#=ri7}w)KE%^ z;k2PzK}x70rp{F)h7z+=Q;LcjBF4}bQB#T#W3*;Mf`kx}e522K&htKNy+3^afOoI^ zr+a1H_s%tbuFt;qzKOdIif>vs_|@}138ZAr{YOeFWpo@se1prI{cc%}%6j@RAQ?~x z{^mK6Ry%uCklP%4OrlCArS$4mZjV+filG@0Z5b2zHg{dr!iDY>iuc7w$n_vyc@TX6pP7R2jm$8t=NF9>g)Jf0VXF)< zH8Z&4Mxw{L{+nbXV`H8%e>#v==vFt{9B(6MYSL|pk9`t=2d;qe%{Gm z{WvdY{BrFoTF-bN@S;ylHvBzc3aXwbm92Gm>~4shr5&AX>@Mt0pDFP2H&umQb(W=K zL=s5!*2fpMIQ{e@skQF&^#froJ{>FK-6Xc++&F)kr%WesTG*XI^=A9M@WClJ0vthK z2(-A~k2$nGI^gS+GP`K}SK6FXOL-0^(kn}P1>G55OS{#|O; zkj>Tx7WwPmlOW`jHv~Z9VKv z|16)9O5n0DN@GJyLdUJ?~? z59ci;2tpP$e(7=j=t<_;rcM&jkj1jpAvOoxrW9(uZ%ncnpNJyo22L>bR@~_=8HJmr z^;AmSg+0fdim}e)cX&2cxy}#jjW26lb@yG(pY1Y!|J6cuzXM11p{;2cv$ ztr*T#&NCS{t6Sw+TOccSbZ8`q=~$y)KT|Q%mdP6JyvtkZapH~ZZ=!htI$_wgyznqy z+H{^D-AZ5$h;QjNh6FCftcN=fxA?h@a=C zNSua^JR?t@>5*|yNB`l!)Skm00kXV%RSPdlK_WaH8yDhp6!uzx8`xEUF>8y_?JD6R zUj>^P-RU7SU+K+kH`5k|VP`fbT=Pk#E~U+NEJw8|Ffuz*WdG?!+UTu#_(1fbIfGymmph7^afJ@U)z_9NUMpB34Bw-9i%eDL@qmms!aOJ#g2z z7NAv#wFRGpdn{Rs!Kv;wxvA|G26Oy69qR#C!)J$l>iBREb_93jw3PUvv9AFxtqQ3o z^Nh3ARGWI&PbyDyohO8Q#jcal^cUx)EFo)S8UGgjtw1|NR`C(*XZC_xuTC}d(8$T!W zba-=#k*8CkV}{GU(t)v@E+y8${wIXx1r5@k@mpE^3cs_#jd-Lnez2~R?Cgxt4flOP z`u0nG#r6xSryvb?PvWz_z3kMgU<*Cz&d28Ydlu>tF8k|0MYy>a%V(PMDEATWd) zmmhf8Q~!|6bUCLbBC^zK)ls<9n`s1d)ItT#R}2w74!SZiy^Jo{qhBHE>nA=Kz_}XH^o5qn8pPKC1Ag4-852!*KLw`_NNL?F6Q$iHn;+^95&q(zKKV z7pXy=N^?_k-ggc;QQk+#gOOJ~%x-o^Wy5XTW|1#JwJAEw$5G3GXgk9eR$M$*o3OE=D&2!HCAj0AYJ<{IN zn)DtrZv4mYF|g>Vwe~ZSNH0L(y|-o*>*YoF$tia58OI!hRRxaFvy+3z7MPWOjAjMu z<*u8qh5NND@?Q9bC618w-M{k#V5BbEZ-a;ol1F^?UU+HnsjNbn>Sr(3LL_+YP6mCc z9eS40m@w3tYwoRhg1$MQ)!?*A4YI#68hG=5tJ9}1Y2NQmJ06?wdu%HG>zTOIT)#`~ z$$`ungJJN4{UJPOt~{!*qgNDm zOmeMcpl~<7fz~d$HZx;5PqhM&-bE$6bA{CRc@#;CJ)J!G zQ`L}-O6w6-cx<+=0*8F1CbchwkPP%PbyHr%QiFs!R1{@h)xdMzfqW>L0f<$$rD1T* zUc02USIqxq9Za}((#1QOXzmbZ`2EE(w*Gpg{tk~{kqJpKsJp7fIn(W%~&)fVly70R<@t|SDX zY)b!ex=R#k^_qgp9PbZG?Yni@U?P|-B4j6WM!wx%BZ<;TYft-lO*>Ee*$<+CUh>~E zCZCq#b!V%L^@5@vIDF*_Q%^0YYB)z?N-9F<2@)lJC$b{(V0@&FUwfd@7EmC?Prebd{=a|efX`H zci{)yab@7_7qL%3B$88s87@pQ-<-%r-WJP`-TbZ)I_7Z+E6Yg$@SWK3heX+Gw8;rT zCa~uiz;ZdHb(DR1dX47Jk7HiR>Wsxc;U3FNE^@~y$|J!+3KiMv>w{&A_p!Xl>BpVx z+<^xw4+NN^vM7di$;Zrm6q|65k*{>|Pnx~2lgZdh^Ts{m8XLqUqF{h5)ZlV%x!N9= z>wZNg5?>hG|5h@y+Kr&?n4_iK)w4l}sedIo_&Qu7balin+gpy%p!9f>;#*w97$0*b z(^Y;ES6awcl&>gQuj99sZ(?fqsvC#SIrg-D)IwD~PdS|mRR|`q(kO+t--s?EQvr$qnZb&1)tD`#3#v`;)~(boP8f0g|9 zb@@tb0gx;yBo6Za=vY=)qrN!|L>A#67wx)#VD}GibS@8RcE`aYW#7RdOOVfx_W=pa zq`KG-MpJtFhW_tP6Zb!@p%9on-&oGXM8bEsy=Q|=bfc4Q%=F$is}0 z2jvv?`J$TFtfn|7bPakJQeS7#~P?_!nngg_6J%KFtA54$D}s8TeVK$%J*zFLqa*K+@z@Nw_)ra`m!Y2wkjXrNrOXfBDHq?jd| zkRVhu0&?ckeycZJeOK_z*Kb<}ds@?|^yT`|C8tNbmqOEgb-QBq4KgpC%>Nz7L6i9- zUa0cVcb?RNa@nrnps>~tZ|6D}tA6a04LNd-m-b>uh;#V&jFzK>zqAZ1Ob>rFAJ5w+ zCnSjnLdz#Ln@j%Mz;5|6e*=TQu4cD|Dh_SZ2mW+0F5d|cyOTq4TODuB;yXy#%m`Gh zoK`f;*hsaT7}d}>Z%uSHrmpQOp@}K`yYGBMyZZePYO!D|Zy|pyuq3)P8Wh1elGqvB zk`{Ujh{3?d&-OV4&Ak)u&(2yuP4w;LE{*qQs&0{_8?uqp5UNX2iD-d2d~kD2F@I%b zE0Hr_nQN#04%Kto0d20r>)^MciPD7|wG&@APG6IVR$99KG!7W3`^&YQzFXUjjiqa# zfrJ<|P(ez?m4QC%IOa+ATfJOBf;g&z)F@^FS{2ipj!>XecXwg;H13+S@VwP^8)m*_ zJ?X&qo0LhWk%(02;%YQ2@IY^s!9_$NaL;G+{=?f0JKkvXJAFTJj!yni+f%!MOzkxI zfYhE95x<-`*7?oe>?7X4bI8VS%}s0ce;cCdoo&8hNy(!@*m{SMru_K0^# z`q8e4lS2EjYE)kA-kw+PE{Lin_7L-O=QvPUu_TJR>#OyR{zzJCmwNrVM~*eO>n7Kq zzs>QGq~YWSzT!kG&r|%IKVifcSN6oI%ubkxuKDldK!wkqRM0l#!1bi8mnfHXl29><#Mc^yWPcvBMVPXr-clt8?y_94@ zQE5Frc$4P7*?c9Q6LzjIur4kkpH$bLu|7`32RB-R32N1pOUqUgok&4*S#(!zW<@!b8H3++-@uqbG&TIs z^tL@35e`kGcc?x=fQX?%sio@u0R8GlngFZ2T4xfg-Ge-^=|7U9)6@-%=Z;51qP*pb zYAcj08G@SRZ3yF#=O3i|=l0@u_2%-}9G64AFt3dV2c=UH{~+}sI-i4)3iAu8codT1 z(_+4=9IGBWuU|7H6~M4#;3Ld`ChSg9eF7mQLWYAx;QMw@O*(uZwtds_MKslCM|x#a zdE@%x%dEM_3kIv#uPB_qUTvkP;4XWv@?;f_2LtiuI38V`{>c=YGIx!!GtjER55{Sy zgYf*`t*1Y0nZfb`lv(nJ?FCwiXzYr%^8RHj)R`L)SOkqq#oTHbfS8QMuU*Hi-fE_X z7puoa`5`1i-XN5c$Nlsryw9y&dxQkux|+a9l-=10mlTG_Y1#tBwK>_gf)C&HwQzhW zqW(3-wM(CvLjgN1OIfp}eb1o`Z<$KE^_}2dv#~x{7r@YY>x!ZLI~AcCb);+zks9gOW7<3FI>`qB)tbGODk_xJjx$+u&0u zsnHZEDg{&#EUbCxjH1NzMtjIKJBs_khVYf~%zo4pDF1nAB*~e}08apy+gJCKSd_r_b-ct0ze#3*hl$;C zPH%i~D`#^w`|kEYvM0s3+lx+T!jVpZ7NS)M;g{|miEO3-rfcGls()+3k5@WMHhHG- z9LusnaM-`y{PS6qCZ~7gfKKKCc7I$O^AnFER2hrES&m~wmNyzB4kJ5qXA5ZBK zJ?WjBzuFI;FsH;EwF@79qMQrA!JSY#nCb`8>J|zYBDumUB^WL?I_n=!&Wo}Gu zJ#D|o*x2;%SpI9v_c#w(k3A1%$U=ANI#J2056wf^{c#_Q?H7>aRvJ%bW5^G}fEBDj zhimS$t4T&qBBrocYQGXzn_f0*Wx8MRP(eP(Iq>90Fq=0*7uEKD+z|hYmAf1bCY=YK z&Vngs2C@jgBQ=Zz+X)R9PdrADG4Rc~lZ12kuoUsr_PkiwV?sd z?EYoI6Dd_MsvTrLYqWpv&@c9lg?@m5%Z@D8X1+?y36kMGOOT5?Y^292HsQwTZ7Hnno`zjxy#D52k-u zEY3Z{xJ2r8*dx7ty$mw~mR&{&nGGz*1eF1CQG^d~`lp#WX(cc{S@hVc5yc?ME7u%Y ztl)~j>h-9L^zoIu+>C@7-kcm&xCo9wNqoudOJvChCde+~qoTazKmPJet~S7Z@ozVg zTJ0Bc)=U{}=#p5hGE3hln@zB`psl*kaUbpNGioo6p1<|jx!g+7I>x+OdX3?I)cXQ- z^6U02%yilAO*x-Y<@95r!Fn2M)sN>><2ri`cA-=!!Jky*|KpeqV9dC$&C3l@_!QXe{uR3ceZLYoL zHOv$;H;4ar!Kg#$Se(6IH??OY05KPrR*fmFF-|Qeqy(FCS^|JSyfR^}H9UUT80FNl zn06ZwrZnV$v{O>Q@@^<)2G&%Ptij*ZY0595CI1tH!w+mN!5eMqjTG2n82Xq!!>;$U zSzh{OK4S7-b}l5vKx4;bl1rpG{o1F=<4TuSo6Z8wK;{Pk14c0)mV?r%Gk-n|`Ss;p z+(Ro$&Qe72VP6IJ^Jnsx&J%ByLL(M3vWO}#zD*^-Hisu8Il|PVi^|Rj3Vkdam7WkB z+_>8;!q?S&$7QN;ozTlZZ<&vw<^&UQb~%D>@LaLBJp&q5-7fk`6+HH3+4{%yq>20X z(MQs=YUc2!QSuMS&XI$rfY-&(L`>?;qZ)Ip)sWfW6$ZLyppsv&84TGfi64BA2<3JE zr69ZkpNJ2G;Suw{%ATW8m4}tOp4*^CFF0Tp1i8v1k#^M45Jl)#MZ;yG7kmsZOE~jJ zn5;x+w8smgY8|K9FW032W{oAivX{JS%fFp2zOpj>%FAsbaC-dQ7I{J?L<`@ug2Xhv ztn*vf?B>q&9#EZXm(tc^0``^6&uF*nY>I7QU(;3U-&`Ik^__nZOueo>$Nn9XpCmc( zhm>nQbi%%;?%*{Q@@DB{_|kyhnt#g4Ku!Mab&EIwFcW$yfZwVjM;q=hu0(2AaxpuvZ{=u*r2!S5 z^$l71VY%*vqN<{wj+{oYmq-wumPv-_vCmbu#sQ zp_!bbI6w;3sL-7qT67+hINUp}Wl-d@ z;IK)7JF%|V3$afNAl#DE-{wLH=i=w@p@hZ_-czfu9t!5UA2eH6DzN3qD8aX&I+*Q0 zkIrQpzQ^yK;}=D5ufCWGt7eym+FyTKUA!4QTfToC9LhIw55Z3+HQZm`>LD30-+MH< zOy%eCu=CO)<37gbno{tGTfv^Tv@<9|&43dm%Sf*K?g9`LVpy9n18#K=81vSzm(~BM z%8W(3d`gO`q+hx^bFbr7qLjTyj2_Ip_3e^ho6X9d`8PfXaQDD^;Ox+@x+4(+nD1J( zBOM(4C7`a3k{qq`KP_nKXVZp1jN2cHb(r91E2-~wN!{(m{Rw{>#_QDvDJ@jSej9&= zjg)*Sx9VE!It&WDD|@BiiJF2eSyWJtZ25Ip;x1ZG_~3vlE-l09LDifLE}snW#+1I5 zOg~BZa`WsP6J*@;BXS@X!^X$P46Wej`$0%ixDgvk?G@Mq1O+V(?2Bn#vAQDm+wsX9|4~xSC!Kdf~saF zWer9Ux0J{=xmB}*ryYpE`gcgTw9)IDJ;vkoJUcBAkcNV4mm%5nBH}0$i zROuVUsmK{!%nI`BNYU-i*JmZ87->t(L9(TGUb+d^ah^;FnFx?Lx!_b~PDWRwtqCYA zNs{hy;-ifz79j1)C;^VIp+%tgXxmLNVt=>gEoYQ{MM|yDSdvU86gVK|Aqyt640B(& zy13Q5OWpBS#kyfobBNbE$mK=YTiZnv14O{ghPXE9-i@XI=ApXEQeossC4&RvFk({CG9-hA~ql@ zr?*p())+@{I_wCsJLQk>Orsf&?w*4_razxlF-+L=*o_r8$Ep^7cYQs=oqHkHxt2Hm zREp19zODY|CQP#!p;|L7SIu`{^FHr(yL9#39#();i6x8aTZfB&4i!L^6+zlNTX(0E z7SZuwtJ1W`j!)mpsZmwGN}q$UffH|n!rT@V$MeRo+B7BJvd%*lHWy4CGG=cK->o5^ zPWZ6;c-}A~^us)oxHIkodgSD|&A}V1=97rJIZ?yap?cf;?+@J%q6N{iSikh?KR8Ei z;tiisGO|^gDv51iCOrLzeaYIQF=u2P;Nj4-(|UWfzNO0pk3q94`r^D*W8+I@mnIq~ zzQ6yNdGu}h4^_cpTh_1glttQ+LMr$%;oWHRwv~-_CBk6QbW*=_;l%Xe#D%GrZW$_GSVl<!*R z=8KUb*d}R9C{CNs&OX0|0lI4> zVT`x+?+gMrXwbRQzDuK%Q`+kZ@qtP=4xAXve@TeDbh)ue7O7zj)o9)gthVw@_@;t8 zuDuti;-eR=0Fl4`u zH$9kez=8(DT%7Odv<%J!<>PmdEu^pJ!em_)0?ei9)1C>wJw4%A)D_EAe8DK~M80m& zMR{%{ui(Qnlu}UIns>?kk6za7BWcA4;ed3ITS@k+9_*-`MB;#*(I=)i>6xHz=@O+hu{!;UwbE83=-1NI#)rw2w5&|XR1 zRbN-igUNsx5-8!3b?T%p`$DU-zMmf7IbynBdBFijoDrrhzDi=A{tXIBkx1Z2FA%3 z@)Ah7rS?@1COr^bkAaF5Qg)T*-VRKLLk0a=ti$WzPoE?s=<)f>WGP%AR!f;_I{BVd zhVcETVl`wnha;q_KX1&0FbJl+`7fySVTtW|F`_arlrVQ*I|`rT)KIR?T|1>ba2<$Q zzKaq$O6|*-pqy+GQrwia)JW_rZff)ai2w~{Hb1H*Fjx53ymCpG_ZIxckgF3qj0-F< zy{092hlUorW2DAwqt$hJs|h>~wks)X#$fl!N#6UYVWn3-B%=!XIp0m^Fj!G0+5ysK z6&KrJN<`Dh*P0rv!e~i-dC^sVCj11Z!H$`zZnJ^%%cOT9;M994&h1Prt5ZT>l^sy(&WCM+_Y)+O$Qpj>DaP@@3!{igLP?6k1dfWmL?54lZWu1q5uE@ literal 0 HcmV?d00001 diff --git a/img/streamCompactionPerformance.png b/img/streamCompactionPerformance.png new file mode 100644 index 0000000000000000000000000000000000000000..cc647dbbdaa6a6722fba4f04590c2f967c8a12b8 GIT binary patch literal 80444 zcmeFZcT`hb6E+^~S4Bibkg9^9paLqrL_|Q8s)XJxbdW%(Cg{ZriWC)4qy+&1g9K4p zs468i=}i(qfzSep)BqvL?<8>Vjqm&W{`~&<)_Sv+y5h;%d-lvTGtbP~`#do=)aBeO zuonaZaq3;Yasvd~O$UK?eA}}N_#f^48()EcIDBvDUIwAtgr2V~>b4aQ1Y*3^yP|0tXg5oXjTM@FEg47>Ee%n;ZZoo8!ZAGc zL#z+Gea8WZwv~k>EzR9WvRkT8f7bmhabyQp7ACvXgVU=~l!e&|4{1Dyz0#cFqw!V|G^`%43wNGYs z_vW_;F?yd6U%*?J{PdHS_t7~vzop;mdT;;F=)!S#X@7=p{cbApe^dQWflM&`A7Ih? zaCv!ocyQ3l+t>Hg>ORk)mD%rYAEUQ{Km#&=qc73XC{1lzSUtFi(kxvt+t=KDZT{3) zB+u!tJ0atZ&xhx5rB8JMEJ{djf!B9txGJQ=Jhyxs|K0w#*I%vd=r-|L2G0!)50ivd z{XNO(PEX2>izI>F1tsUrd6Ii zYb^9T52ZdNGlsZ{D4~oM>FS6r$!MXb7*QI`$8L1Lc)%pyMoybbQWz7>aSS zASg+TP8j&b+g13VRV`Zmz?->kAlAXpXQ!Lj$TjywL+1mAadAo#CiAJeXD%1weaFUk z9557;X(5WEmF}EB;UO(U9x$2?UqxHlg}ScM^>}=?=|#D`#DyoB6?va;e)R8RrWL#8=ylT>~k2e2Qpu9oU=U;TND+*F`IkZt>V4$df^OwE+i>JSS zIuKR@D5=O4rA|3RWBpeFHkw|Et6q;sT&K&W&26GN!|I$rpAt(ZNa^fbQHQXxldRSms!wvZ3B zhvg3sIH2GxY<~8a(4jwe%g#9|^`NL(B@nq2yIadkVt02QRdX4Ml72KDvvBHQ7|M;G z$e*T0*+4Zvd8WKAcF*~Y6CY&HtbB>&x!6ox?|OT^K2!hNtQdhXEdF`Sp}x15u>4Y5 z(#QBD<+UL12*!zu5?B+9LCU?bT%+0vT_-C2V^ibf{jRU_l&*s>znHo@XTI?RE#PnT zt6lB!CBzN$^_-Kd&LaAwfd{c=O8(lCKKf#IVsvnfV|Z4YEo8*={>!#(Iz82__laPU zBzlhw(uSAe|8~_+TGX9dGv8ICU60s#XMX5(z>PZ|x^hWZZkBot%`hD^$1@6G03BCY z*(d$-kSyFJtPRiQ6Fa{8CCz`^9{TIum=AAIqvEg2E=vf%IKPs&M{<;0C^MnbmGKDD zx*fZH@Wd)o)JN!S!Q`IwN9|NG!)@ne82pxD)A3Y~C^C}!>q~|R!CxsJG8F9G!+l~D z1;^e6rN3ht`jU=cWS?!mP^zYZ_M|cXrgHYtQZARv9a`q~#t9ft1@l7ti`-P>6qlRB zGO)*TTtZwfPk)3W#xI{LogV;WaBdfAoS*4Wd5T+z(tq}&Mjp-E^4-8Z-4!FOYNoaq zBx|{8;i$5OvW?m*o7(-~758d#*&Y_o>TF8D-EHADU*wWD1Wnm%=Uj*m`Wbl1dIw`s zETDev6xLRUr-rAwW#sX`?$dmv9HJE8RD<#Cv*u|3Bgk41h`Q;B&rIas-?EDH@6a^z z^RIuFA0*IMuZ@^*guH0+dxq!rB1Ae;Z;1-(p2_p+xAkb3i%y*MThp!|k%U8y z5-f2F&_!+{xT;tyIolCQ4xLD_2h$ar7szhE!1+{*N-vMF>5aOY$>SR_gfv`u`TFn} zt?0Oh;(^h!?=|@bILCYXiUChkXjbjEwlbatPw~zHLR^#I#Y-qY_2krr;A`Z3kwqJX zn%j+$Td1WP>!SQ`(+!@al@N^nQ#{=(K4C%vrncij&~p|qX?!f5(G147^xk#g2H(52 z+Kwmgx9#qSb%gKd$4-WbY|&M_gJuZMXd zr*{2Hzh9LOZqMMl=NQA6s@v+UW@a}zPj+0HPV~P&F%e@~XkX{tEWT~hLPU-Mq3Uj^ zi-^KPr&{tS6IVXm4XUa;A4wLQuZ9xEG^CwEL?)>S(kC?ys^rP)8cILJw6X@jE}&CH zmdVMrKpK>`(<~Z1AGf0xDidP2W7cAWM0Mk6(j^p&Z~|G;=RIoOK;hkVb_RU5Uv5rw zgmx=Kok4JqyqRIX8le`KWFX31dQ|9O5u}bP6-MB(1_TQ@4<}&TVhriPnp_ zX=&qlgU?^#-Bi)h?Cl?$pqz4{VV8%X+PXGpupg(&1XkcWIZcSi2a52-9A2X0a4q5~ zK{VA76Xa&q8KkT)`SZP}puvbytFCRC6*`bn>%Sq|qhWspnT%;$l;9QqN`M7*V8e0; z%){lsQ7zt&IF>f;>CoYAIbjDz%{e&Q6snI8d!K3X(cWX4=C$Lp!T4Y{RcD7FY{Y1t zw?O&S?Z|0`@AhMXyu^>3^Yn0<-C=5NIz{fPM-5@Revhf&Riz|E4~@zRvk z;2YhXh2-d9sMGyy`Ja=&bNchzX>AMK+42 zA+qgr_@hhCgvx#mOTIG)`} zeXDA6B>2T)@pM$scur z41*FYnhF(5^>yB5j~wNi3ETr(Ji#JD&rJ9t0es2~@*~bs!r&=00i>*%Z7=W;Jq&8y zM^sp#v+%k51vmLW7-FYdi-k)wE@U+&OnaW~M@7b<6Jw{u1&hUs?L9s6!Y*P41G>zs z;tA*uw@jz1zSqT`nIu}#yz&vMt>69w&<^T-`&MV`)a+@9GfRmQtH=rX8NR9g*0qn` z7ShJExr;}Ta7g))jo8JtBXjFizu5wxdIwUFfmEqz?~^+!ZSL8;xJ6lLW@DBlzr6f) z;>m68_>1eji}EgZNnS1QP-DHa*d#~ODr|Xraq|Zx-|oUFY{I@1d4{uX!i!kt!V)(| zWWRTLD50-jJR3Jrs4?N#AtzVTZ&NW)tz!b~(&>&fNRFh$hot7}g)=bAL$~b(RvzV{ z+!j*jkHtoSWMwvqD{uIkj{rCjiy6&CXL<}Y!=mcANC57Vc9hTnt&NPkkxfwNp1q%m z_sC50JG0*kjXChuM5?4dTNoCGnmc~>X6I{&Vr*Px^Vyuayk{+t()RYjl0s3kBQ+51!?heOhEqr9!yDLEJ0&r zbWv)hcc5f!(W!&?kz6zoe&>#Vou~Va*2oQ^+PhcZ3+o8+h+?Gs$GkB-C!B^y$A{CE zc|ef(zJ`=+Mp}GNS|qTPZ?vU+C^&;Cg*X@sg&3g6Tmi&ZW(@{M+vHsDO*rgY&qcM! z?)=Fu44MzqP>F;JtGd>Yg{ky7sbKtRk+4IlvYnRw1yfgZLxyq#4O2_{hqBynn5Qay z-zCx8^pa;Wj+lZ%C6*4DL4_wEkW$Y!z%EF#b4R7nl7?uwx`rt%a7B6oQ!qym>Xyz6 ziS|RFTDvulNS4UUP5H`};9QN18RI2!j?n@dk0hw3`gt>|ed*k$%~XU(>HG%1gcqp} z!A;4IkWq%=9_RnOQfcTVG77(lxl!pRJh|Hn+zHp^48T+w!OGohm(RZtL9ep+&yW-S5E_T^+x&-YSYF zuj5@mg@%ymwk~Ln9XjKi__)gbmSUuEIShB(R83N)usP#afU(8%zVwjifQQI6Q=h=W zFMUi~jk+lpUF;47Be^=?B)KP>RrXuFnpUenAJskur3QM#)=fgOYa^BN)%~yhsjA zduz6N@`Ofa#xD4)(|Jh^>9jX8r9vmfkJbaOvZ{8bG;jUBhqX{xOM&`KLW_av+?avk zv#W$`o|YOnxG2*>&OJj@-?s@yL;hHKHKvQMTPCe6dQd>Ra*lpKNI4M$cAVFL#GQMC@M*d?eUwu=f z45SgqbdRY-mOHpw)b0?UPs_|ym>ZbhEl+UBM_tIVH)xxPHH_74QNCQIxh~AziBa(= zyTNDI3$r@#$wusU^UgR-TbCy9V#+?(44wk7kbLWxnJD7zs7T`waF1u4Nv8><-{a$9GhwveK#thIgela>v#Oyq0jH zely5?qJ+u9qnny8-kHZ3ry1Ty^fn1A?wZpLYi$m0N^Qh7D2!aO#?{I~&4v1fotvS! zk@N>tz#UGFR%itwl4m6`JeH#t8rL4Ex-cSLV-BrH=othEVc?~t08LV$%4~HUj-jJ& za*LnaqaRL=iJYwSCiobF_$LQ&rX&w)L zYg?`a$1=k9wVX?Glt6Z7ZW9%?H_h1-=dzBNFP@Hu-do#o%O5vK$7aM6o>QgQLerDc{Z2MyLG5Z1FR#i+0)5>fD6-J=BOd2 z`+VQDlO@->kbeClRMNdJp%rofdNlR~-_<^0hE}hSb3C~$Y}>lT;*C2ux`lPUz`0bq zU`r8R!Yy$OLK08Z#Q7wTe#$3Nt!tbZLd!cI_{3Bhm`0b}26yoA=NZagb2|O0f z#l(a;N~v^&PvhScPw|^UbRn2<;Wx)9VwLtj@?JL!J)qrF{aJ{Cep`$cpObI##fb|QY{+)GIKR>3&DFsaG?MLj^@!AA8epxJ5J`!EJEYQ zjJ#A}BV$l<=Cnd$9PS)(__~*Af1Re10vbXnQ%ow?Md_-S(HytCUXaqxEhm2T{jh9P6 zaX$AEbCc&ElP56nOw=gtK*%9IukR&mN8?lv$SY@$Pq^1G8OK)A!*9hnI?D}HLhv4k)92VVGg-SAX z<~L9&UKwjHDCfDFkr^;>pk^wo*&xpzf@=gy2^he2KZRSC$cL~cM+sBq+7?gp#Zui-`tzhoqPQY z=4+45DNBlNb~6wq@d>rH_a#Mjy^c1_dv`&PTXyq6eMhEeO5TLoG}Jcl{OVKbf^r*A z&z3x}L@0^2xLa$Op2M# ze)g%vvuF)*8Lg#|?`U+z4Ml?QAJl=Gdu7YNJ3s(J-+rrCpUPuTfrpHbw>L@0b~4u0}Xsyg%)PFwpR@1o*q%pHDtSI9%# zp#WN-T7Z+?&>v;HF;Ni-g1nj2kn!Wg*GW|eLQ-7Z8B)nTepop-pgm}H)%KT7u`u?& zP?nOb1_hIrr*!mflk<31UqI!G5^jy%^K=diJHX6On?Z{5c)$a`o>ckwtMh5ehBe`w zbC=_O4&hKHZBwx^n5iF6j8Cha&dB&AGwfb7Lz1`af73Am6)tLvnEw2ZXe{tHv&!%c z4)6XJ(l0j>UQW?yPLRMz*LI<-6qyR59euIyWS3ho?ml(_Q$~`2a`NKE^G9{6J^capJ>b0+mx~wz_kIo{-ez z7s1UDAmqKCpo&2^scAnz3KB9&7tWRnlPTx<#Y;*hBn=cXf7JoXB7IW$x=|h%vEJ;N z2}Ig|0hK*9z)v^=f~CgKhpG3Y?Q0_sgya3zdBNEc5I#_`r9tQbcKvZoJRY(u({zYf zg0b11zsN*UUyHbkEfGBsEimDRG9jQxuSrk%TEMiDb$3JC0EhDo4IfvL>W+k$J)z+z zi6sS718I+3RYY0=9hIu<!xS`0>O;~k>HvbI-T^vOU(K{zD2&1O{wfw>j`qfJ< z=iAR|Nlbfh)7iZ8xLDs2o>6{WkLH;%$MKSBiJxwkUMePq)yZzYjB5sN<#!4>v2tJ? zmq^ciQe87tJ~hYYl3l+-sj$(^c&krc<4zb=e~6r;_nwTJQ>`wLmphBq0wqdrcK=@P z57~BUsQ3NfT4;L>XhB~8QkP=$A6%JcLmx)w=@N2anDAcDbN!mc`-ulqY@E%l;-);% zGsmvwc_n*mq2pBZ%c-Erp8T=g6rle$cpv=6ZM6>pxJx3EHasa=2$z?0q3LqEr@)l+ zs1`%ci9c$Fm40d^f6)$7G06lvJS8HFmT#N<@jAV5nI^bhR4_5#(n97AH$4G2DK$KK zO7eVy_UF`OM0eg@>~rf-pA(Q?m+f*!n4g`=;cz&$Dk|bR4xytgC;t-SHU7YHrC5Pd z(36#o zJjf>ei;<3x_*k+{J)F7=aE_y9LtMWcx4o#gnf#vRW{h?4yE=is=bkyEa(K`N9oDxd zE37p3s3H@!H?B({hX?hp-1B@mUC1o1E$?rgcqJcQsy^U`MAohJ)}=3t%D?yNBfKZw zf?>VBgjV@{jZg@Cy5N_g6BLT^RG;{CEpDzX8im6`Gm%jOF|A*No1WYmSeh9R99DYh z=ygXvSi;_%lw_(`i?y(5@7Pba}-|H5|DzZhYN-KAC4zGABNOG#e+j#e@M<|ZEFfRpYu zyM{(CARHzKm)tF2;Ln+2&H&yuN+F$=H+#Py6#fg6D()Hoqvka#&%IgxNxxw)?5Y{e zpX&zftw~KroT4*8FBL|N8eyi{kmc$F(EnBdF7ro?o!3zX+I@i>Ps_hCq2WSB4~mQ( zIaY|rLQe);l%` zL9qfCUtCEhR-m|U4LpGVri&NE#54WrZ!V1O4nZ5#ghQ6MSK7mFSQvM@kP zM8>?~Pm@(ib4u$n3_~5apvs@xvHu^(DPKN+O*e$cfK;e4P2K2+ox>`~zQ^<4bA{w5 zGyR6X{~hr`LDDe55&>*0&;;&K-JCksV+Hz@h)^?1p$#_3D$c5udUoX@o+?;GR+Kkf z?YMi-B+anr6j`RU27BM^2?({ZkxN@W7vDUz?M@>6xcoli+b4UTop=T;OJD7Xc@&ql zhH7)S0PJYY3BGadMmvN|A#DQf;63)~xIXl#B5x+&xLxU-TX2R!GSwV4H+^6)?bd4@ z3tPUg6EW(wtv5aRFmW0!5B*x*NkMUV^q}c-)!mNAJ3aHs77-ZQCsOIXwjwrKD3LW2 zMJvkS$-1`T&|W;<{{f|PXkGqV&b=XZHAy&38}a}s0N-$H4MDkqu&C)yTJDNG@O5f` zQam&Nz+-%c-2nBBZHATOecE0sv}Ra}=#qwg=|(t)F)f=t9Vp8TDr$S^M1b)X@!CAv zbfQ99d=Af|^3}C96Bts@vt=$b^MJ3qH1X}bRm7nYTVIaAp7b%T1bhI&q#t`~RGlzv z6jafgdQ7&}+2v-OMT0?4^qKCv+Q0DQZsR~WF~xP~uN$bgmJ2AZa$(}QMsL@dlE&Lm z+~=|(fD4A?3ap(fDz5e&X~8NV%~8wGWwkW7>J0s>Ly)&7VI=3*)J|mIho7#=9D4SC zctUn>f!<#ZaM%~exb$oHSG{kNf}vvM=_;`-h54qH(9lMy`jh|6;qgfM+2dV%glJ#8d8;rk5V zs7S4v8`sFuv3&`2B*J+|+I^7~VP8w7Fk>WHq=9E6yy4~KamAz-ajkNNS3W!#9@)`A zUh1S0M1HSf+?{?P1-pfmW8hu`o@LQMQxvCS`0;AZc7ox7$Nsi21dH!Zd~h0?9yIm%{cJ)#Z845^(LCXfdgL33FV}S-vlfdrA8#qN#p` zb5UZ$T3%(1sF=K>T|-WpXG-4SpS^K~a9S$^#lR5tiQAxNV#UV~HW)%Mu>QEU7|#!$ z-F|9`z3?;rK52dL{mjhsYaC18q_9FOYAdw1CnvURLXm|8=^K(~0|XNWusU+m#5;%Q zmCX>TxsH>VCP;IfS@8&^U_AOq(T1`R!wae}tZUs;_5|M)?wRt~3bx-Jy5S1s-eUEk zg`$k`p-Cw2$A`tkI9IQ%$MnkaKJAT=fjBWPE0XF+dYly2cBJtB=o-N_O7+H9c8#1L z)u*m<2$?IybXgwsocS|J6Z}I9ohh5Ypw3CWB54IcT|nZP9zms|3$@o{P}b$B;@q!X z>vLh3KLfPw8?1cE9mvK$Ux$2pZ8`A;Q)PlDH)0K|ma>u-e#OlPuB%`orALxbA>c5T z2A~$r4FQ`Js?BI5k1opb;p3%CZMcGw-XG!eRi)mKgPs_6l>c%}irEeDT!Knl_o0n` zLCO34ie*<5a(Lu{LI7^KyggeAL*d5#LJZrNyDg<^X6i#;CoG>w*)%H6QU>*Qw$(;1 zo2A9lA=4P?cM-}jqcfxL*yOk&UB-N6Ol_C#6=_UAO74!P7^j)_d_YQi?qD2O4Ausx zw^fnLM|`@onGLmr2>f!YAg5T2^%zMMvo=T`I}U1%+k7Ib_vpraW)Wk%yvpoo1W{HJ zWC{blh47u|;e-o;yCO__eSiXf+Y3`KrLRR2@=LHr7=1;$&v8iQDVErm@FP^IP@fon zk8J)vb08*p*1A*gaQj&!Rh2_6Gncz^2XcsYMZUsauAJpiW=o`;(p_Lt5ccO(dC+5& zl|uK2cEzK;8BLSEJI>PP@<_hWK|ot&fVOg(+G;sln~gLYD>^I9V!yAbmG5xqF^dF5 z#H@MmoRq}zi8mYTCYg`k0Y0abK&=#=xRQrD=sgfuJa`cMWa0jj?nJXNAH_Xz$%pB4 zWMR*kYe%SNLF*Q}6sBS) zEi3&^HyG(Ox0-tY=OLkTSc7GR zV-oZrS1p&T{9lX)=z7_Wk_qjjt9E_kS*Pgb4J{ubx7S+;II zfH6JabBs16P~p2Uvh*-EH^cY1;y0-F6rb<~ zZne6NE0+#2M0rz>%m<<`NQ$(-v(_oJg9_gS=-lF&RZ)W>wIT=v*N}evXLlq)fO_ju zFfDF>5~;ltqqte{=b$piU>zH;q|@wS(B6x)i=8G(`+9dl-V-%FX8>oQlKK%MTz5T1 zTVN?Uy}$!4SO&H{cJ8h~o%7uwdd99fszEf5Lh(`4P0xQim!p=N*scOGH#UQ7$a8l` zd48DrRCtE3q-V}Z`O^nGr`Onzu{_xDKk#Ezw>6lPy@*aqodW6NpegS{0>dmo=!|M3 z5C>*fzc)DBp=RnDG$rMjlx#4~%M1CG3^Isu_sMX8B&yG-5lWJ6I8_C@lt!zT>=lQ- zXZO{5-16~2uiHUN!7=64zNJ=?L85+N2_M+i{OmdP;h>rP+^Hv`pCG~~VF^S~bXx@8 zmkQJ|H_Uj&0e$`S>g~Nwh%~GV3^g&>o`dLxl@wuYx(zd-oZZR_hGn>ysJyF#Xw-q; zRcbEPC@yl@q#v^hSJylgdW8${{s`1D#~ze*M0cQCVlgYnn8p1F?bz7AH*_WLM-65G z(cIkxs3c5B^2vh_dJfz_b#`2Ey6};cxz-_B8GZDyDn>sJUWu zckbfh?lyx0oB33q8q>d43TgEL4Fej@)GMv_QQ@*vB|(MYUSSy>%MplVVMAqI<$;?p z$-SFVL7Np7j)_sU%AzAhf7bdz53IjY%Y_Q3&zEB+SKJdHh)d2bxmRS|eAArUlI!{h zU6(KQA?Cn(iPUAR<`;)<=|98sryk`I$M*uAfu1U)0!q($LzBD+4^wfA$d@4A6NugY zsfd+H+zxH%mLc5*<)@TNkWL!VMMakpZ?}{Wt|=vVHkk<&TY#s>caM*kDuvg(*HsJS z%uVmp>qb!35enZAXp#Jd=7S9k)eOFU4Su(d5WptyIY({L0CtWb!H{-Q|24uy@w7_H zBZ-Hu9wD_Vjd#?p_ELrY{`{!~rFw4U&!`t~g6#|z)t+VX%IBlbebL7URr`GI#}Ewn zpDCdDOq>q5tZS8-GIcSgeC_DlBm|$p9XQu|_4#X@>-#mPm3&-9a0)O`H7Af5Y3%=rf+3)bgpnQHJdFoh`x*6X#pm~rtaojDj ztuS$t*<`z>OU-qnU6J(m(rCz+5H9s3w-kyb*=b&6g~#cDUy~y4H|CEjPhE+r4jZ1N zI%y2fOhrql&FB*Wa<{^&0}NCWf#l*Ycyd+r{kL?KT57Jzu)PPEFui}TVzY$Lf_1mF zP~Nt7$I@B=be>TihrZlA)9qL%cY^X-_~(=+O4TbGT2IqFJEj7`=9Jjy$h@>AEu;E^ z0MhSvs5@W9AK3QLW=B7u(x%qy=}U#n2MRIr3|#=_gwq}4mxopwA+V8Du7!V}HX9#D zTrp2|)bP;OHTDC=oKU$I&KUxIqnFIlbj&Bg(z@lWl*%b$U5MZvi?u1!>3}1;yY)!Q zFyW&>ENM*jxa&$<+N<=-O^%%2B>iMr$8VZXOo@dc^;f-6uny! zH7NpYiBKTz*-1cnGr}TWO-V=&3 zqAC|f=Jh1mzXKjM#FLNB52c5WYOSeGDJ>qRcBZET4^RX4A1e6X(9|}M3rJiOy#tR8 zIiZV5x*wp?$V5)qCUT-z<@uyUKj9rr#()d^dy0ajkcc@vU#uoLyAr zo;hHpONgA4nsAOEt1S}YDzA>MSFm2j99|q)k{W`3;FfRIP;o8%mJpV_N|8OTm0+PW z?Uy;4l_t^PYHdc>e@szq_K_(y!a`nTJ|>9Z8a`mFmA;%V88a~yYJv}Am%`n|z(hK$6Y-Syg;hm?w zRii=coo(0Z8dd|=Q+y`hsZ}9_m*f;R$hVHluZiFbR@I`~BTNvJQRUS*mE)>ziMPfy znMJ3_=Cg?KgQ+*?!!CS{pQ<};?x&;kOU_NnQZic*{Qj26Xz_Z1AUJIdmi*`{H@c2` z)%}I$z1EwpzJ3p~T2MCgX&D#1@S=;IUk-OanXZTG*^8s?VSt?G*B)2D|Q75hnT4Szi%-M9=<{eW7=~dug#~ zdvghQK?3nH(fmxs$3*`ia8zVXaqk+!n0nt(MTX$1GI5qJQqUdlsv+VB6Ws>{#~QJAt-d(Z&2k({R+3FTD`_Ik{E5w zj^XPxFo!-f475Ij2MBV&E|izw&sb3Pi7qk4G5zU8mo+oP_zgIrQX?4!v3U%R$ zhl$Td>XE_}CxjE`$};7z+yTW=i;f1$BfSE$-uHrkkq-hDXWT5rW0K7LdN^d&M}09H zmg)v?2Hr0a>`xq0=#P?+%Ybx=# zvUt+fF(&f&t2sc6Qk#3PFP;4YzEnCMPK^zjt2p8R@x-`{48@W3kaPbLt-4o~!rU?% zu*Zhz1@ z$|VEtyl*EqH4O!*(RUSz8D^YD+VH^UN9#wAfWCrs7m&YW*LfwCIY6y>tT+H@V+R8?SN@BYbhYFjCJ_WLL1w(vaK8+DBJt1Gru!Nq~QK%eikFVPkg z(mqlRuLz9yQ4d*}b*Bh}eJAwiPj!UzYl;nF*9mcjz zM7#N;BIa2XFm|lwPsYlXUjw3$pHrQgRd3&(bQCX|?Rj@Iq&h?=6&zX}co^h>c)NL; z!$my&OicO|u*0_kMq6J7_QO*mok5^WR0RcvmHWG43y1zSF6*qu|6zYVaP5C5ME-Z~ zg#{7N|DDr3Mt#6x2=ZXDdsTgX{qS^mPDnxJLUS7fsqC8_Fx~Zbcw*x2d~2{=zRLxD z?c{7HyXM8xIYD0qUi_rcXtMeW> zP2PuyR0+vbS-rQDwr;R}#@rU-KLi}YP!x~l0iEcnff4)K{@{?aL2NL(y1LS2)!jTj z^Aj)I32a~wZV()4zRN(E$bi|YNv1~dLyk>c;H_ndst5bEFM5qs+X8#PS)UGDW`J?- zZ*Fcj{1FO7wc$8PqsSVBt+HQi9LFxbFouNKj-DsDeOV9bPk1Dyyp`{fhpW^x`BT(G zN&>gmlU~7$+3n~(?Yno<-<3gYM6*Rz{ok*;+u^>1rlfZu?NUG=3JXotUhrvcP>`aM z9Hyz_TPy3}WeFhenkXXg;zBP8V=N8R4YK(pcP$}Bc}p*D{cP$ZQ`Z+>>}l_og#%HE z|M@ZD@*3C2$TqDMrN4)|vpE!jy1~_T_g5%&Wlp`I0)w$sJ3j!Z$Sb+bVC(qUrB}?D zg?tVy!e8+!*k|<0e19dd3t-{ub_3hWK%Y{B)~%CkTfcnc>FrHE>IFvAMa4PkW6f0e ze)L??lSt{+{=U9Q=f3N@0!qP4F7y4twNb`f;>gaiw9;{+%t&jg{O3ydk5J?KMh@Uy zfs_>?I+#FTCiYV*%~C4=79YYA{}gcY=sTvXS~T6h?B1KetijRI(X@^#^yu2Wit_Z? zUEzPwTT1ujs#&1FWLlvc}MU37&^MLS`*kc;> zs>;d~VeVtw=qXF$e_C?V0W=gjOG5th@L#d@^Cp<>I${UoqM67jnAAS zX=&;D%+RhrUIs*Lum1KgHUD{XFb>GYzNbl5$X$~@1+)_2v74*wyTEZH0Nyp!Ri!VC zi#!|B|8Z7O{`;Yg3juxo{S=#M(b_qt|HPI^3pazkP8uI6-Oaxgm{3-Ksb)x4a{rd5 z^fOstFvjl#Z(BjQAOP3Yp)89+qQpBw^K%!TZ4hvr7h%kENec5KTlbWoVX_6&$PO?% zhP-=Xo&hlXYXwuWQo9+1$qP!FC@+BLi-jlF|`s$H2&umHA}s z@QZlsQZL@vtvUV7nT7v%Uh~?V<3T%Sfb(O~GaGA*_WNeKA83S6#!4@X{V}n{~e>|G5u;gdLcBRy@rw3RYT=9XJCIZI!c(qeCv>Vd|d+ldj~`28pF$&n~v4n(UHx5 zHAW1li|WZ6MaPhA(@XMV$eSZ56G|xi0+# z6n;#wFV>t)qKBqffIK%31F__|Q>`8_AaM18*yf#d zlLFek{KOMQe;*ZRj&qU%rkxiY<+>?X$ymT458r&`zg0yuucnXV6LyDO-azH8<^7An zo^&{y=C68G1!8=Q5$8Gz1SY^zgMfWYDSb1wPS<3W*?(qJjd{+w;=9aP{~k zU15jKp@Os^u;9Wg;;*kWZBw9oTPL@fQhBXDxz+jX82lC3Z(5dlj3ga^7DaSy&PqQfxI9~^5*eZ;-_s$G~59j}I*g6T%oGdZK zTE=eWfXw^5T68GfecD`GT1km*Arr%@0U~#_=r*?17?Ywu!`NQ=;6O@M3Xo(jf@w4W zbHLC)*oSs!X?tOEhWd)c2TaQ*Zle1nTCFjB0}~my!$E-kCTl<*(*60pUWc&_*V8oi93rNF;@6ULp0D>md&@`i(Gk`Q~FY=J(E3vDbg^w-UGcC;w zff>B|Ic(nQ`%{uk*AN8EmERiy$YjVa(`B1_rbS>t2zT}aCEjITb50MTke2)U`hs7b zvmIO`udfHsHwHRcm3og1r+QVkl}X4MuoMisTN^<%`UF6_%{B-y=yU>;Ojb*Lr2!Ow zB}PPjFocj`{*l?-8wUO-^2j%}poOde`o>!Gv%;-HH}=ohGXixU4&5x ztX`UFi`l{9;o(1;d^v*ACrrJAA#j_A;HfKr7CDs*3JPksxWy$(Yzp#ea=tr%_)VPj z_h&UWK)yO_^~H}BEcW zwYajcV8dNkw=V~hj^!93hZi@>xI!&c)DCK`G`}X#>idk^8y&@CCPu(e$(a) zU^QP}vF(@4nczb{&ob}QO|(0Cd5ylfEA?21dG*j|;8hNhy7b$Jx;MKD4hmH(wZ$Hd z_Gm3h^We=uv(EG~3?sU2I4Lg(Lj(tYo)2UDe4&+8S<`a zh!*Wt#DI6OHxnzQk|%l8oB!VD%*-D@|LSE*Yu;XIU-T!5<$q$zK>g?SOyo_lVVnsE zv@2wlS#z%v&HqJYyLBEH6Oo7o68WiFhcFA!E<_?RxH+l!8jbQUMvJ?(IO~8wU3q*z3>B` ze9Plaaih{6 z3DdKIoXeM=Zp{o)Mz?@hg5WS;Yedt`hj2CCK0ZDajOSlVafuT}Ya5I0A;|j+PyVA- zAn=CX?cE>3ShlZD<^)14pL1wJYIqVYQXfrZjVUIV!T?G~|FA_Rj&!fGjSJ3gvl^i( z&ortMK8t57dy4%3b}zmWH{RlyCS;IH>65b;duGjVLv3GGi+%w|XKBrfDnqjZfCkp+ zbGOXlSjPG?v0@JJdn*;YhCGa8=9===PrJXn=C0+s ziX5+Gz31UV2k_1q|Lu#pKwpVBw&&?&wr4U)jrradPaevWk-w5U1%V6B||uTOk5DQEfe?P$UE zh;QG%y~#20@*Qi49(`V*|Mz5mBN%C}j{r6`Y(lL7NVAxl{Y??W&=l$MF~mA;T8P!< zE6y`7AZdU}KSe41r;`81=oC7iPbMUS&kR5q#!h_^(Yd$$EGtNIo7Ymb7IJ+e>W#E0 zxlj3Ij>O&{YG`OMl(nbe{|P;$VE1K5CeVzAY4CsUl^OxpM2GwY2QAz-`X$2q1^yj) z%;1k6CW9phui#Sty*n~*)fbq!dVXCdKxg*@%gqLAs*;bBQKE)Neebd|(1>f+2nDbT zXi8d58MnlmUnc+R{_itVk+d6+k~#TvB4DKTSm2R;(1~E&1}cy9#vt z6M_9&C^AFsfQgxO!i*I^Y?(=^$_WvV64VKW!{L)F9J;Y0G%F=htp(s!1d57^Pn{Jn z{4+79y;^9esvq08(JX zB)*+{?`pB7Xv6ist^&Y<7=Qq*0BILU#U59@QYJ6cp#Xo(0c2(6@J(4i_f*{X z6=RZ+RMpr>Gg(%Ld#fj`U*&z4CbdbL-MoR&pTXOTW+N~+J(o$MOuu2(Z}|?uiI|$d zUw4-124s7H;<1scyVmSd@oFLfItBr#^VR`=mOP((BHvH}JflZn{&Ps3bwU3vo0nA= zFXaKUuzHGHW$4XmKz^ny=SJ|StiIf5v%YMCVM;|DUur6Zcyt&Tg2aBAtN=X;V2w0E*z>u6-2@U_y>ryIOtOV4sioL?d|9 znWPO5J_vfrBz&6|c97awovZ=)Eyk*f8Ud({orCW7V$0}&wNWlR7unJAFa%&&OjNZf zDgtV&VOxe!8Bky{Njft`Q%BdH0z((Dp=0;V7Fgi`FoA05r;;+(_;$ICz8N40rRnf@V8k!z6XamI>Z~g;T z*xXthmGtYY8&DPYE7mO9b#A-L<`e_w>_x~i7AxN}lKp>?zz3#m?gC%@tpRsKq$5;6U%<9?M&H$=raOeEM@AO*)Zwco4a|=nKe>=-&wY;A_LFN6%L?5tA>hcXpSXDsXz|4Ji)Sp(si|@?XG}_1N ziU8(qOV!nucCcUzCRU5z$d#`)qfoI6M-%!LXdeFe^ zJ_y@cFmrG)&^QL9@nln+02N3~%v{3CmmHpKt=Eo$($HT(Q$wa7sM}RDw}aTb#_7+u zk|neEn!zjk2m6?7^tV*z3W2EpTXW70KEF}l_6z8w)!0b34FQ;nV+#xEeZT2cf}Kg_ z{}%(1JbJLa2Zf>`7SfN<9idc*Z`Hlo-9Etx@>n{ zV_JvFBbW_zU_>jnYw!Pyf_z}-5x1Gdl$jGYVG3r0O{0nr$#6@fRX|T4NJLw&jbmZw zb3dN31Y|uR7TK5E7j0W%Z$A|%Z?>42NS$R*up!LO=!N^N`j~04&bx`jIepstX1Hc7jua$p6pP==HCO{n)Izc zkI$c=d+fn&c6Giz6bLoG#efHBOaC~=rkN>EHmaQe)*eWvVeHtT0FjFcDS-O}uK3%f zfKhzvZ*7y`E+_hmg72p>?O#Ozi0x-hw*Gr7W-GuC0cy|Sz4wf5iM}38Mg;U5?lA3@ z=R7Q9#j%@J&uzN7ESA~9VCrYs3T{!f?Eo7>9AfH!%bD41HHw2FkWDT!Qv<8g`mF~$ z(GxJT;mOo1vlCymEt~bMd9wxLa6lbV-n&&OxdUMWh~rjl3Y_Qw`s)9dMTtlLg}?*l z-@97+n+JDJ4Ft9-+Kx8va{*eBS&1?<+5O`AFry5G%FicGAlRfcBrnDe$AK$sd`MWEE zm)%O>R=P1l--9-{Kzy#m{TJ!^e351S1TTD9rz)^>L_uG)VSWtzshi)lrKLri=!W4r zv?#fX9kiby9IM5Klm0%`Z#=iX?-%zXZMpXYrh+}xbI z&)#dVwf4Eeufq2Ad44{{2);TNgJ!yTVwXc=&gbF%hcPdz({6O!F6VvHOHUwLa#~Nh zmk>-+&?$AxUetU+GH#eLn-pb_o{)1GSQWY^TxP2kH)9JfgvGa1kOHS4f#WdR!gS2W z|JK?I=E{830>95k2A9@scMcH{%r$}&;v*18RKszsMrg6eR zN_cp9(%vW3zre##7QHg9pStetF^s#j@bKy(bMti4}qc{s3=i;(7lo?z|rBF?w&c25J{6+n>|y z;LJ1o=;$5VW)r?qD2rW*n}u^fyJ6UsK2^8C)QAW?P7et*T5=*1y^ouou3eLw&<>5PypQk}S1UwVym`p@O)>+{B@I%3D=h3LpMwF8 z{Xd=YGPyaij^6lU?k1_VDoPv4fq0SC+!Lz7OhksF$AN@SUaBqI~TmR$*zYf&B%pus@C`~D(N9tBW z5bj#R6cX+8bF>fWTiR`$v%b_Qzdi3_)Shii^Vb<$PCmem%{YVkI=FMzZG!_rX;Cea z?~2~v-yF*Lq*F$_)I>Z7Lp7p$5j`t#=um2Ln-ztLY*NWtlrL1fCkzLEL)hJ}1z*Dc zT75fGxq`pT_Bj?4vQw>n)6y*8UQT!adF!!NNe=9O8>Lfq#0>|D`)Zmgh(rkFZ$CB9 z3!j-&`sUzG=AR2|8p17ALIbm3FYN0!r<>%jHWwa=Zej!|Zrsc2nh+PkgAe%7jkfhT z6l@HVHv3UZ(mjg;^Zj_jE~qwXeK|YVCuyi^pc?+o80Sd2JXI9CURcyMmBXI=vWO8G z8JV^~@#X9BE8Dh=PMayBNrqeV%}s_kj69_M=u^LBi95Fp<01;Dgh#WsDK%UF#5&>i zmmGb>v;F!%vmW+_(f#f^e-6Mvn^C$q3;UJbjKQM%pZwz=+~m&oB3eJL*n~+0Cr{4& zz4YkDg;m~d!pWkF*ALEO$*HNSt;;xjR1Pkg0wyT;GuV-ZLzW|~W4pC@Y%v8f1|>WO z?f64J-9)q?i{fAEjTLkSuiV!(*Tu~Z`Fb5_s68F~i`|fJ&(c30hv}azNs!Lq`5W+?Td~TBjzT0Py00iUb z$<_R`Ey%h>6X*1)cVvh7SDDv^V?uRNY{?RzgH+wf1)HyQnm9vc@qJ+9mui}>7dBsd zzgv+N0<}Lt{b}e0>Eqc@1=*#}wkUVSZ)l3PKh>C|oK!-)l@b4ezhKCKK5g=X1z(Vj zu&lp*({H~;x}_62Cdy*OUY1@8tZxNcx@sUk2S4Oe3>J6yvKgrq$*qZ=l;f7-uqmP< zQIY>8o$ij8o*#6E!^o6INMzQ%-|Uerx747wJ}!Q!B-6sm+WMC{L{f}0{uej)?H+=s znR8Vmo8x%V%Fh?Pg|7-uH_)N9g1?-#K&Y)auww1JGm`Y;`%|uy!>*BwwHLn(9}>5M zg67nEYI0AkdY8w7IWPC0eR-Vpp|xmWf5HA6td3V*8pUNR0|f)SZ*L>My!;Uec}oC? zEH;}&B8Y0e3-PtW&mIRt{6ABao2<{vij)&(dzCR%Dc*; z_sb(}b%m1j=0TNSKShEYbDSdrZ;cFI>f~Nb6nmZoa)i(r^tPPu3k!*V2V3)5tJ}`($qIiQxiv7FfB~e}aDYQ3 z`YwWq+KcEUEaLk4emLoPm~wc9NLe5(yL?q)tg$AsrY~d^dr%E(G%<~a9PfA^*kZ=} zXt1|dqR$hjb`rO40#d>o-X5V!s< zrZN|)N!bEG{+8*Ahlm+W{6EH={dZ~8kptkfr~Y7u-^!U=Op8Roh@$n&Hqwi*zEsgHq+XG(wJv!c{}Jn!&-7Tu{RDL1yOLpK1wDIl6!U{V1tdGoS_f zBqXHf1ng=Yorcfc=;Z_oPjbNkTQiAvJwyj1zF{u1Nyu{!E_lw_3OUCgaOj({L-!*- zOJCse8|pC7wt$8M;DI$llCUj$B-wYxVY63%vbD48)B`6dj*`)QOVlc21p`{Z!+~0R zAfB0>L{f9Qfc@GN_F3ZAkYn-P*WMfo=Ytb$Mb>PRVI5jX_L;1846>l;1h%A;LR>Dr zt*`Vlx(^4DU)td@Z{zTE)AZs`mE7kTSZ_laM3kEPqa{PwA4rVb?-hb-5R(jdY%CH! z$A!hPal>zK1mHV1&)5NC-OC zFhVXI2;IO?4PT^t)B9*gjvO%`!i8Vy?kPMa&v!G|NVm>nY8z8ViAB4~2F*ZUlCj2Scxx|?G5U`w3dctL=Z$g4B-9?5e;_`@d_0niF+yp@?Kx`u&Y}j8 zlSF*ZFj~1!?Y13S*N~~BgNBJBg7m=FM#*GR5e-Ky#Ajo&$(YE8z!Hdx`-+QmwjMCm z(hx7v)YSCHtpUV`%il^(3y4L&H^wlDhyaAsf-z8^^}dHIPs)6j7+p41?Z@GzUdTKQ zWpph`kyz5~MqF@5>oam9^ht91G%@p*+4Sa`_UiTG&1k&BXowt(hGmxSCI0FV8yWZz z^ai{JkEx8u1=2RRV7#rB3`P3(6@zA1xdBD1jCtK2BWjL=a~&&U*sKj(9)f6&%D3 zDGbXuouu#LQq=g7bie8McNHmh|I_%R5FkhFogjfB^(T}*aM_XMAjdDv3WD!PwFUKS z8&!fR=)Ykk6#F1+-}3?Wz7bM+Z`Ijnsi_}qZEV`%hicG>Sc^IK;|YRbMWW$QSYf^$ z4Gd2w+tF|zKI6H|&$ocxOC)5pvVp8%uN7`r9lS zZ+dC$37BcTcxm*cic3c}SCf;%Z=DAVlX@9?V;1-tx0+Cg@Z<>Hw0Z(*5an--bnDiw ze0WU^A41}9RkjdZLSVV!1HNpuwYAl1KM(}{=EaO9m%Xl^jtiMOWuns;>Hc};17s`8 z-oU+Drz=+DM7ApK*@AF4Uf*T(B+G^ZI<>{#H&j%e2JC^E;sqh!A@^kI z33x>q`nOc7y@l*laPlGrEylO@mU9E{^Gz#+1ALu3{xF|%JBHHDBe-s+ONfvMbcj^L z{tLgEz$teN9Lf0g9H}FlnJ;o26CgXQV`ud#E zVY4URwrc}+&LUlrxZu>24y;6La z(<_OCyd6MBce-*i3d|3Ze{?R@;!B81u_=} z_nVKB#Kn!5H2;oCJkf)dVznTB6a(M|$Ng=UOSzf}q?>3<(YA6-BuBEy&!Dn+{*QTC z%V=xQ7+t7e*7^pL?` z@=TbASTJcC^V&|h7uqTQ~q}z9EVG! zn*<(5Y>L(=%Z6KwBRyzzuc4LYMMUbiJK&4Ij!0gRM>pyOeI>3BbBGPe5}1%-Iq;9p z6vdW>VniIo*pBRO`Hdzsi5Jjh;#g>(7`^a{(cKb4GzdY%C%~eCxHeqpB?S{@@TG-B zoJ_6PkwivBoTU3eD){k>SxEJj;-`CKm_718xVfLo->;KR`*&f*+<9LQZqra&FlD8I6)ff$2UJ@41#;mSZrmrXd$5IW(kg z`d4Cq#@LSR^e*AAwbRQ1YU~b);ov?6rn$;7K440IeF?)3q#)v7Lkf>`kSmqO30nOU zQD1e~v9xL%8ygQd>7rj59-&PUADcR9{cz-YZc;qtSst3~l=ibh`okj~GeNlONIL^Q z*^`?{7vhKZ`(hsDV1dl)_pO(*20^Y!ESEK7m*hOXhQT1hAWd9ddmJfU&M#ni50sng z83h#0?~bLQUb*D7$!kQYyh6`{_(7!U@4<5)F4bByVIAI&ca$512%0=H2259@s9~r9 z?^}f`L)<-8Vht-0|BrWFKV(8eyVR?L*RSnmQ1gADk~Qii<^69D3Y%R-#&Ep3;V;~l zs;x{)$EA$_Zfv4VD1tUW6zzcNV5`^S(H`+MDTydqJ)89k#Y9@zMwf%tM3+TOj<~Iz zz@=-|qBzHAj{EvNxG*Wdz7obWL!U@7`F3h=M=7c=B}NUkGomixnQw0JkohQVdN*#$ zyife#w}1c3V`7Rsl>Vc|NoyV9H!&3wTMsd3z}B17^`$$G`BV;K6KbN{+WJBUSwx3H z{~;aXo6`;ew7UHnd6BXU#AktMCuC4eh|Mw2Fo(>JX5qDZhXp?zW zn68lD$L6$S(sv3hB5At9RiqimJGI1Myd+oGzIeD(&H#Jj^VL)@F_+#(NB5`3#|Ez9yDs zv28YFK+_gNj7tDUijn<4I8w4@No$k5|%$ngYJh zC1o~&T(Fuy7}i9Qvl$kj^Tle7fbaiOl($IQLt?K1&KZ7CkvkIo+=P;L~~@LF`~BU0Wth0nBV*fxtXOb z#5NmZjsW+EhFJI4vPGwsKPAWOcZq$zkCM?;K+L?V+Fb;b==j1gC8xU1ANwA~fO8hx zEIC$y@i7mh7%cRsr{q`(CkdYEDG$a|t|Pn{6s9k#kLu~^@gQG?N}GDezen^h zQ5)T`uk5aIU3H0}@z^8ZpQpX@(HO{&PedpX2d|vp(;jTE6?RHJIUQ_tS_H7 zj7>{Y?2s z1I-)@!vEvegwFJ^v_Ew)lf!-jt%-41=1!!6udH#r`4Zl6M6QiWT5)~WOT zLLF4|Of;zdgEDc7*kFj^p_P>sNAu<}+HU6v*oVlWIwAv6A){LiJ6g|PftV{*MMp@O zFQR>YdjqWV^>98%S@Us=b5#{{&q#p5X&4TUkE>oTN6y}`@i_&(ZfLETyMtF znP)Jt;-f((!Lw6ZpI{E^;0kbSX`2mz3LY9!`F#?=(d4B%co?PbktlToiTg3gPu*D)^&N7D7Ne7xo-Css$i9S z$?4SZg9uS-|MKvqIid&YU_YGZlI385eRac<@>}a1rtJ!9!&#YN&YfPdkXz<)A^=V> z=}aEJKNdp+V8@q!D;5=Gt;3*w&OOfYE|D!kp1iwqW0f&=(3<;TJh|xPT?due4kQ)0GFRNy4Qi` zM^Dgphy~3I1DnDDoXG!vDWFk~e_Or}sDadmpB@p%HoQGQqNB~}WHV^XwK~<}(DQyj z^AYZ$*ZO_^{^zu`rZq4$)8f{ShNkR~K`!?_@IUEL*&()ExxOGNwD39Jg*jy;?w{&7DA;QR)8H4)I(2vIsW;4)HO+D4mGGXJz2~23ytD<5AH$DJ53zP z9dvCdxCN715xdXh%`sArZ~Pb0MQ^!Qz^jU{I5z3)>`hz-&{OJW2a z;VLypp41pT$D-TMzYn9t5uhYdE`bcv&Io3Qs^KKgKNtTXBmA|yUb6^nIj5Yl_x>SMlTNS4`ghdPC#>XbjHN@vr^W z`08iqSzt@wkv#d4H?{*0jmslY)D3Lj{|vyYTv(z*i%{jqxBJuh27ZvW^O%0^ir? zy)K9s@;@FlVk?P|J!k#YBH+0;6Q`{z-X z+NAm8dbPeN&gCjxRHL3&oI7ds#rdS(NmERN6zAp?wnn@57?=7S^7}dv?J0Q6wd75E zzOuhyX+=dtMFZBIi8q6er?QVXpGLv4pr|Y&;oF(%k1(OR16`FbtW?>Y8EMSy!&T?t z4>8s~>@`Ca@ZUu@881E~%n=LunmT))W(`Fj_5?Y)FUj-reRCWKIS#J~99-xAMs+nL zjr=`N{Zm{vT8f4}*>A=Q#qBAUG@Fdz7Tj;G`fy&q$3)2j)1>q5+uLi8C3Ve+Q zFDPRO+T%lkFVOUK3Y9h1-uTbT4tV}u3Cf?*)gl63Z% zskiFqIb=9J3B4=ud`@MA*ebqEP;gu+P1k?rMW4lnTrwN|I)3vW>iL`+nK$GgZS|K* z$NrZ=pkk?Y-gli9Nc1)h%bsz;mI~ath{H=&-`a3XTTKJr)%mMdH$TqJH9KyFzr?F% zlrBElNt=_qf?(ws)<~I7u zJ@tJ};WZ~1mJR8{eK$@fN8^&}-K@C0oYefP{7$0Lw^}p#3u4(>;}mrRmu$n1htXD| zJD5JBiFq;qpjvW(jJgUs_<6J1oOghzYdw364(ddtl3jDrr{ftbM8DO{jF21MDL;i) z$}YtN=EABvZZ69$*`s@q-<7{WtCJtEWS^7fqFUl0^Gtus(>{3{9|djwCDYr!Jp*e$ z?UKw+`b6o!oVsiq-i8p|K=~<$;l@VkuU!IU@z$z>{j1a9VdRM4Bxz_;X^EW*3*`*8 z-_p;zp^;k8XRZ}@VWHpm?%Eu3Yq`T6Rla|vQKp?mv>*3&s#28PxIj#WD?{iAfdgJ@ z=7(vY1J4a*!$R(5w0+=|UQ;TW9Vu628zPx)359vAls_GbZp zWG5l~_ypl2HT=V-&JFz^-=oKV+@N4De6q&y*9G7uQq|8!or@ls-`25B**)t{qop1EK9?+Z{2t>z7N>K#;-K1y zKWqKL4koAL@da^(KJI#|r})N6=2KKbrO#+3#jocCTEF@!K@S%sR)@jC8K0?1Ay*Zg z&XJnd%LJF0UGMh#GP0ancBA{z+(UuQ^-ETd&~qvOTiKsN@lp5{C3Av)my49^uyVKI zae9~S+6+N8hEkUgz=t1SWG_BaGgEGiD#*+_rJMDAUqqYu-*sU*)%i6wqQF|dEn%_k zC~vttSvs*`827Aq`H*#OQ>q7N*WFMZ6jpYbQ@y`_BAMb$m6RR3DW*c!kSVzz#bfmOe5A2;)>}gclT2htSvg$-k1i ztbBuPv90>{G-d-NYdtFXn4PK~Ixn%dY>ZI67zjyR;vi^6Qbf9PpF#G%&F~E2j1wkj z~ zfQGeozzQ<_K7SibRdSprTS3P+Hvfv2b%OrZf@>%U_9scwT~segPuN9US$B&PJHQC> zii5eTGZ@q7GttTr8}szA97C}6L(cZ|2pMyJQqb5lp%QpLA?%B}uBxQBav9Ld19k%K z5N^>)N(yjugB$kn^>c6+KiZ0(xef2NW@uWgd89F^Uv4HUBAV_-(?PfK`APFZ9gP;{2FKcXam(2nlPs;4!udpf*X#ZPX$SFoD?kDNd5{{Kwt z!__69MqYJEV7uLq;@_B^b&~-g;2TI6K%C?qZ`+pO72vcE;kOF{8RlvtO1^zJqoWl z39j$^QuIr3Ti9n5@{Eu=MUsl#sF-dJ;3l+@8!~!L;qFJI{81`$%8_o4G_TAK=x=}( zOl}F!MJp(%>3#-Fa#!wtH{v_upb-TsTZeb)%?7yXeIrsnbDdl<32kq!V;3VX%(vaQ zCM09_f2RA9f3g@KmgVI*wS0X0jg;;tc$>m`R2u1AD7N=5IcxbYeUygWM3mL9NwZ8q zyONgK;~_fm`b{yEz<8$vLDT1vtmIDLa(o{kOvDG&XWx?Sh1;n?K-#F)gQ4!D_r*yq*d5AB4~Q?Iofk{%xH{d%n-1 zbt1GJuC)QD+(jR+Li%|kmnKx&s|WCbvVy?K3GsR(w&h$`6_T#8T&`N1Q0Ikf8sUYp z#e3dX37iYAA~-(iV7wz^Y{X4jDNc5jFR;swos3L~N&@_~6qQWjVB=2sIPNJXDtEHu zoI9)VX{i1#xA26hu&kpLP59*W*(9r4`CoVuCqwe}bBAjnjYQE$X%D`uj|Db_A6GXA z^Kk#nZ!Mk^^iV!wUKoMH?%y==e42HnzXgY=09BWE1wE8ISxomr-SRo;F|P6uxzvR0 zjD}?%`Wg|RO4L7MQ(Cpl-Ba~;`YKC1SaMYIZ%GDPQq}KY*e76M13dT+hx`*>{xze@ zajU8{V|9+`50->bXx*z(s2C5nn?uIJkLHnrycA)5<{dDGpzW}`=FH9wK`4(`mYqz} zvmJ#S>7}*s)nX!%)DBf^9n=X{U(Z85hkEAd3$~+34M=eN{=uUyw}q&l=|kmQ68O8a zaY$i>Fywn^#ceLILch6F;hWs!G+bWv2p^H-b>)7sxF3bqu;sZ<8mhFgmavAzsU*Z! z*q;WF7lBR7iS)&`?{`nApw%@yybBiQFWxkE#R(@jSP!{#BOG=A6)V$Usbw}qqtJ4g zMSb9+>Lqt##Prbfu~(2wO&lP!J*aat$BjE1Up;^mP#SQjrL=xq1+@74LnTJPwFr{Q zubE;?wF9u-o=I-FT~9dOG8YYK5I3FP-E@nK(j~H zxqXw6EABpv3KTd9N@r2LAAFCgK+h5j))Ri?FaD$m;zcF+^~>WboDJR*SnQcoL+C-B zu@`$xh^@)_=`;d!@CR}eaOH9ScUHj(9i9kHlbBSWO}q}62qbH_keqam5B??BaBJc#&00;sC$fNcL32$@FMV5L78fw2p5GdBUk zqasJ-6K`9!df=CYmBCLepjLj6OW&umWg$X-#;tyb8UR;XU;NU{v807^!_d=f+R`)+ z;fHnb5E@KXfAZhp-f@at=XG^NOLy+1kNU(a1xikClWB6#qcLmsLGkh&Z{ou2CN z++BfpE5HzBXZ83mSV;1e`%QPF<-)??DYd|bCEsTQBDF?6;~=T$uBG{U@X! z`87|i_)gzjS2KG4j*OdjP%8QK0u#hTXkKwO@FxvDmVHHe^>ZUOIzli<>}nZ*eq@Fx zos!kmm=sx0cTHbWWCt-q&G0{7Gc!h>)_DETPHubR^fBE!E(m>l$3ZYP|UwR2w@ z?@J(eKrtYi>`$apxyM;B|25-F@N5*M?q`?}MyB==mn<03$=%dNQHiiQiqe{yj=r*+ zjfwTtY&1x;S_vqz1CbkW!zClR8%lQO2GUnK6flr3-@+aB_>Tm?(DT6P7&&kh6RX}~ z4@@yH2YvtxHgxfxYxDjE=jBgro!jxcHw~4L%;Reype8KYMw?KDGL%KV21)*GhPlTY z9<4_ogw`+9W!VfM5fB@5wBxjY$tP03oRiChQ~xJFw8WLV{0IGY?epo#Zaifd??))r2Dt&yNn*d4G9>k`(H;QkR+f%jMI}#BnPqcifyY+i}W&6E~zTIsELI=P?BQ zN?9c|qQ!ek>QIXatzjA9fc6Nbr063`h7)Cv$?=LCn}^S$?5|+x*y=gBv#562XzLR? z7wMARsRLPuM?iDWVWm1?;9S2VHH+cUwW{wx%_yd?Tm*(LHyOl@k~k%+=P;7JaSV|A zr5mN_TmZ;R$5z*2M1l|Mm8*|SrCx3*)HWG5ckEZ>7$bPgr38xKCMb|J*2x%+DEA6_ zK{V=_fO-yT+f`!JMD73boCDPFA!uxPrFxd?&Si9cf6{ch^Idn$T8W-yYkS6JC0M~S zfE72!;r$^(T`1EP&mn1Sl6}phPsdjwzo~amsZYtClC2|Gh0=IdEt&J6*hd1M(e^6Np^`Vr4vdTC;E z{YwjBHlShFHxelnhdGxTLezCa%BX{B>np{4wnIj@8<^~C29NCZ?|R09Y1Lv4JdK&Q zLtlcR4XncM3>%Y)(bcOx>4*=FcZDj)`jbu9@h4f~jH`2}$39UEyf{J#Ern&0{q5s* z@tk%7BReLJ3`Mmf^Vz?k{^>i_wj}VY6|5u&U&;NE!Q3UIX|9K{bk0!>jz_$n(7)WJ zy5}mjIYKcURR4ejzXru8<{bU%j^Cx@r-3J)EZ{()%i!g-nLFs)>Z!rAze7A(AS;O` z!x1-%(o?n;@|6c$b-LTg^Qe{1^}okd1&Tl`t`&6Py%W>J9T-VOH{mQroX{ys0udO9 zO0~hP2Kzx$GJfbxS@pBod6a?j^_s$55HOVNS&T!aH$%%9-8mh_n{jLtR2JBgjqnvb ziEzD$e^#xnIJ-R~cd=L4(FH?{-d9=%gFZ#GeXfTMYVZfm*@Y6Zu!MpCM&=h-Sx~JL z(YC9J6Uwtx3K96>IZIC-`DVgy!eHjXQxJMrq;#>4^dNKW1%HhASr2SSs0#o-+cQR% zyeHD-AIs}km5>7m-mes^&iu;w`^uC_>!la@X*F;{s1tExKU?#^2mjsZI3AI|(EY&5 zs%KU9wkE5p!Ng*ak<0sJTSBalt%5Gz*En~^F^v~@ zzhQs|e}hB`ZleviL^=m^+>RCot7-~!@FiCY{Va|@2{P3pGVX&7dgCd_HUh7j>r%Pb zohA9FG(y^nLq~WH@bX-DHA&WDT6wwHonu=0HNw{Q7xHYEk5>t;$1(d9&@Lzg!?v}^ zXixmEn*fN{wH>9q7iC}P&cp&id+1$ZOvqFcCr)C2pY+mDT?0dQozO?^9m%ngw&Lu@jNIuTC};R~3D#)~{hdrjdd^eMz!~RXjaXW4d3Q%j%Jy}1 z3=ShItE6CDhu4Ge!~L4F3C>9})##A$kKgqe-%lVdyN8bL=q+EbR%+Kp5AGN8xd!y! zyIYhcY^tzprOJ~LCz@975x-GG-B7llz`*{^;QK%QI)}HT{xG4@V|#CLL1e1&TRm=a0_Z+*O~JG-RI024LFZ-QW|O8t8Rb z!uc~cl$O_q;ffC3MdFgu+R}<&-Fcj3-=)O-!P-y-F{G~I&6H`GV;@VXpcO`hP0XN* z1y^hJf*}Q#T{;spa$&5s$bot&<@dH;IV7}d_ZHp0&oY_=ZZy^)@bm6ZYZRVE;@>m z1T?zPdVY&Q05a`Cy?fDY%~68Kemyiy%r6`EkG@>7;nJKP&n{Nsp%AnsRSJ!Wt!+CJ zj1Wvi#C2QO>=q|ey4K&c)_1oxu{pfH5`#!uo1WRk-|E&t5^8ZE0_%TI|EURi7mYG# zz!i`{|GkTpz3|Yo{sRwEg~0A&k>3UKdQ2@9-n+E&_(ZaaorG|aM=$_4pko9DgL@lF zLQl><^*>aMA>^}NRHd(1dUHXiw<1XLeluAQ`=8~i#isSG4E71kJw9mq${0VY>olUp zvwBAzX!?xO2Eg218STOUoj0VfTdLkLmjO?d0|%nCEXePwNsG;DkBk30dVnVsTDBL8 z`Tnk#l>ag@s>L@Y^8wP-I3SlGkPEE%UbueS(xM;IAhawiD<(?0hW%6d>?B1#h|Oho z&&gr4;k{8`9|R5gjP6BZZ}bThGt!0Dfot|GvU=dl3kpjv(V`De3M@MIsLVR;(DoW) z8gyad)Lb*v$Tjru#`gDb-C~zQw(JJd(;h~=UMedX8fcnnuzD|V>}_ui$E{FX`pPC0FT}8C|YqY$V#tq` zEGj(L4<_blPX=bME*{L04hrfbFpPANqkxSM#y{kOG>Mu{UUfVL6isE$Vhj$~*6dM> z+e_CES-R<_;~IqV%FbMf$C`f%nogwzw}jciywltLOX_KM&na=!8!1&j6U1a~f~8~r zl=Gu~H`R18KH-Mi3#~_X-lc1z8yiH6;dY4EP2jJ@!iyG3cWG>yeH1=}QFV-!qgk?N zYaMtMz}7_NiDQ%K!0=xBDRF@A_RYb9a9l5vF;FFMrF|RDAjd!K_;1R0lVN+0B)=U! zCm}cdcA-etKgHbV6iYzSUgTQm8q=VP^zQd^3i3yvmLKi^BxD z*K`E^?0S^Fx~7L(zyl(~zTm}&6F|Cu7cg*~U*R0l{cVibTmPgMcqvE6muoF5FTTkd zkmPf`SsdES-??HM>J@-(vMu<)S>-PoAavUwqNAaCk&y93gWEAn>2z>$sQbYN(QWU4U=mB zj8jOXAx$eO-B%*Y<{}35`#ziROBs50uX?aI0PLC}Rp&HhO_$@itBH7@-x`#)j5MJo zfvm~$q!%mos_bPHBn9k}f8bX4u58EjkpbR+qU2Ek>rc=Blrotl7yz%bRA*hGyjJQ7 z-RUoR9N=k4lQpAO_kiU2OSQc&@z05p*s@tV$ZUX{4r&92x2>MOsGH5ewr=blDC+wx zbh5~!`?{6?En{GG*SbH$j%xwcEXdHYKX&(}x-ipN(t<7ksuXAz5yqx!a0`+8CFi@h z-n}A;3AkS_cci55yv++lx0fRi(xZ%Z-#?>b`AqF|Lff0R2qb#;++?+Z{@WF(6NL*`>Z+t21zk z2!Rtq%!%@?usw9Xq-;#*ad2QW0v`oDpJQfXJuS)3dRm>y9qt0N-+bFrYwFaPQL;qn zsIak#eA<5|Gi-N%-WVn_oIqeC23R(G{&P3RHu}eQp1!Eg=TZb`VI?SvqV-1a8do`5 z0f>rL{!2qQM()7|eNu#%(r`Zo^TPzggOks^o43&y`ZAPC-T!8Smny>8@ap_?VTJ`& z7QExT>lqZY#TTxr#N3ztcEe5XYGP2@xtq`Mug0}nNXV*#_dQP2K5nN8JchepY0E3R zhIh@lb0j8$!cTW7i$fgPmIZSOL_{E!S929HAj98{<@P6FbrkAC;ZRJ-XR#4cO`)qq~Yr7Q!OW262?jbb3>@$y}G+$b`^ zda%(yVbMhD@jSp9f&)AAc>DQW=Neg(X0ExU(-UUMuxz6DgHd3qw&H_l<4q8k4wn5!$d*{6R1ay4vO5BA2uo<8FpW9uWd;ic_9kf1Hw zR!5{XYlS*h#rCfa)Zz^k9pbWSha85_$SV%zJ4Q?RYrNBOQ&BqI+(s zS9k9U>uGKQJ|aGs78ow%FMTgtFhk~wQP?-n=KXG7|Lalv7oAnIsh&Z@B47Dql2(&t z{uuT9Sq9}B&h<_%4ukc$HjeY)jJ^<5dzqT3tD;TU4S__X#5-;=Ku#KEC)2EhZYqoR zSBn7)Y1Wp-Mr>^&L!=lX)U3KIzW9@uz1=CYC3qJF%NKXE$qSTU{-(&>EX(gPzrJH) zo@~EFU*GnjRAo`&KakFB4L&!_zoW=_&~sm)mPG@DVz2T|rdu&z-ZJq{w90HNw;F}D zeECnXbNbyA_-4z`tuF-2k5=!Cbj>k%KNSgaT4oJdj&wt9ZOqOL;XDg(&Zl8% z^hF^?1sxKxeCaD`gb+ZfAyrLOI0ECOJ-A(CIW37wg&o1}-`ves)06FnWS7}1sV7}d zV@h*GvfOp7Chee(g6@=`q9 zY=T%+%LZ_Lg{m+pmV?Z{r{LMKW**-YHULVMUd^2eqk>XoRARErrKLS#REL!TaRCqC z{0HW_5^kJ)V1qJwU%2esQ%}xNn@?!hPA;L<1uY04)_T{mPe z{T*b1>q7o|ZP_li@&N0FeE^aMVGsS>Q+DfL;=a{f94=jkS)SgRy*A9hWr~C2n+tdj z(ARA5YQzl)1Ak@aUjKY#J+fCtl4HL^M#PL!kg& zPukG%-2;FG+k_dnu93Gj%Ox@|*=fo_8w#ZsYrq!j@Jv89_ zhJXK6{kwe_%%X00)>sWPUpLa+V99sU-$E38%m~wDJx|J}QMO%>?Z1SZkdlYqpFKZD zvUS^p3UVP2d85=b$2iV;mv1pGDZvY)#>lx>Z6=?_K-~$!bzN9>=$iC;=&?{fkbkTe zOs}cS*4x67EL=EHXowfsqM~>WKac?@3Yd9tyKLAsEjml$Mwo*REt>pt^IW-NEC% z-JieMZ0?1r;}6eWH>BLW;Ck7gfbycZP106>`DP61qHHBEqn`$L^%kA?=I8pL|J6?? z?>-B3&D3!SUN~I5;}j*H?ur1Eg+aihMUOJC8z}eel--J8)zH^mR`F{7!BN8D2qtX> zJjAH{Vv3?Ti7mX**}Q#DXbys`>$>JB%D9Ey8`T5>|B)QX9Wm`LH^7?LRZUzSt^_L#{c`&{WPUt%S zB+0oJS>y`FFQp2%?acEy2)`k|oXICKz%K?behJS2j^RI*$*T` zjo1UNo;e2fM#qLj>D!OhH13 zq}iMFN_OZ^@>}CI-g!eW+FR4^iUWRcVizDQDF~6PfeGQ=(k~4jXntH+A~wO`jm>ta z(LRwO634Z&k{0nqSw!I{w5Gyk+Ck>iL#jEEUSB@u{4UHokI^ao+Z>Q%-v;-o>|Bz{ zO!e$exaWJk1?n8usU5<(%!NouUL?Z|C6}1AwjA)vvjFdDq7}6Qk8s*Nk<-W2@shHC zb%9{amieZ1N1^$QdKgB)DNsmx>Ve}$n>7o+xt(fBF9U znbTM*^f!>QDs?P1Scq?#L`Y*~Jc+Dwf!sSVJ87-wads@$VJtDG3k3P}>>(};Ti6%$ zPxQm`YlM9B!2bbFvJ+~yu56P9O$>?WLaHnLBikH%{A}M*i{UM+4&3c#(*~5%v^7b( zYk%y=potfml;DOiVOQ%q;qXVqr}u(aahyoWs#7>n#*f1Wj$)68bZ@)+@c||R%&>jd z8WzH-;)fe3Cws{r$tuVC(^%oIq7uvb&MDjq2Q?vs%B{!T?0m5Nl^6yrp#kOd6wS2( zqx-T^XiOc?d8rt5MQ#cAK_@j%q`9_^-{y9|Hitp8=*>nsh0;4^+WO9-9l|AFsQQoy z;6%;yuF?74B-0{UR7S)oi=fThjT;sZLwrM=b1v@HF1DPn+aesGA@>?`7tT4=QfAVZ zIUGG98R@`u>cxwbOkNBrw;(LPj0eO~M-eQhTm^L;H^Zlify`=_H(f#l=@Kf^#6qDK z96B>BP#+G<7gU6;p}fEZfx?R7+p~I5RyNk32QB>~`)u@dAQ65&`=<-w8&ZSJDQ2aJ zTK6m5r z>24*+!sMzlDO2fnzH4;PByE$IUe;5H_O?_kRFGrstV|IYA3|<+)IWs#bl-Z+WW@8^ z$dOs$Yk`XR^moc6$Xsoy_f`xafJKsh7H=n99a> zhguib$I_f$hV#n;7o$x;;IP?SNRBULf${3MCJM#fT#$9tBsiYCEL!YT8NjVzxUgUn z(_xu^nApyWy=fyG0YK7JnZMR>EJR!VF^Xn&SteqgSAcDH`1g{nV9M=2OXjzQ2|2Bb zd{&%$LoBW4LVR~~yAWQdhydUcKhsO|N#76YesvJGMM@hRIL0+E0|m_?!&&AuyR~$c zdd+wZ=tyo)<5z|WJD?fOXb;y3O|LoL)=E!nb ze=@{rD9)S=_CG=MYfr)T83o`c;9<81U2^ctKbbLaj2fgMyTF1;L;Q@7+zK*Rr_mwL zeCDdOq($~(5o!)PDmJStw!0zCZJnYjDCZ^5s%}3LV!@oBqUq@g4OQUVx=1s{vzV~CK z=`x>UjM{1J=|d`AGX416O|vh&S6cXcy%Ht3C~V&lUHGy7gmHH`_TgaKJnFR|<2zGP zQ+9-Md{16103_pVQqU<`gYpr#*n!6Y-G7S5(MQ~ebB1!wX-Y2*MXM!q$;nkZ-KCfy zE_GjNTSJ=m#4okaEPzm5L=6OnME-=T9dW=hwR%D+iW@I#UKTN*-^TqbtC;pNhKi8! zwo@wSlsOCjDl<+>2;tAr)*zMR)6qC9Y}mVSS&t80GBIRQewzizA5Uoci!!iq5xe%W zFD)s-<)ps?X_G8zEZj38lgzJ?rt97H3!8utZ_&|H?XF*NC;A1Jv{pY`!k?BOT(*03I9BV?EG!U!^`v-&`a zEjo|lvveW5zxiV(hYc|ifgeGIFGRA7UJ;W9GZ8o9zZz{zfLPtq`>Jbr5_MijwmDG3 zQ9nA0?Gx`f_k-(eyysd=OAtdsbN;swxg_=igF`I;TI}IHU+%NM(oxCNeiXi-cO8CB42WAAj5@$gEQD@kc{Roh1X6Ky>*P*~ z@M1t#!8Dz2HpJ4stP`oC9VFd@KUOX#4b92*0(iWEZUksUOJpw_{=LhlnBV3A2n39x z*o*gF-4zZ#etefK@@L<3!pWV$MVoBk+T;&vx11jxBRk01v{gP~(r!ic1q$5IM4@m1 zV}0ISAB)x7rahO~Qtqe@I%In+uV;hAVO0=a94Jy)C7ZGHdIgLPh{vT&+LOju4D4Jm zjz9xro_4>9c=8EzH&C+GsK=LA1C41if&RdQLJN8)TidPn_4_H^&*&=flVr@pecN_^ z8@sP~?=^S2WGOk|l`@|_)a{amy>JGrNh~EoEw8fk!dQ}*>@{PDE5UIX0@7d9xQ|KJ zY5r!fCD2M5d9oysctYEDo#m1l*GJJ{rGC;hdpA~CWCZ^MbkcG-En@2M4qMg4tcMDu z+p;+Uo24)(jAOKzeEZ1yyIsi*SQ9^oKuR~`XgO3^H`t(jtSIvA@4@gFb9l}OT{k!yzO0G=jp@ruVlI#%S$Qdn%sqF!N`({<**yQAERXs z!pq*j3c6U7EN|yQxBe&l&@Xm-16s*gq5IFLMhle~%e4#<6f}vy=L^uF;@iWLL$TJ; z(A)F=$<(}XatiFm<^ zeE;Q9)WAxY9b$MuXFKeePY>z1T2881-M`*6 zyOCxG+_?L?b!Jd8&kVptM|Wg115=K^X&^#yp!agxJYGDVu9^UV!(_uAB-b5^-MKA3 z>d=xdr6hJex!=TIiW4t~ z4{!3|pMbIuitM%Qn$AGMf^A{Kfz4TWR2raWiy;1g+iW;{ea_|`vrl`Eu9__Qx^CYx zf6n@C_m8fSDA(+tslRMVi0LKWzl0O=7rQP?F4z8rWVrmtj(0q)WPmg+-VAlv1)d~9plUGE7i=_=I9&hWk^m)i?_ixO0G7Bvb{zmO5u zN^y(+GFdwykJp^4Kq`?P^}g^U63IY_DrJQjQi4m8kd=T19O^rS2(GGfY@eu;CAn3~ zB&1@n%;_t3ub~|{(_KMB`9-TR4Sv{NZ@cWjMR)K}u!j=U}Sae^_%g~5ZkyCWt)x+9e)3gy%t zlN{;o*&8`ciHjZcRBYIB@X~ zU5tZWAg_|;OcBl=b4Zt93n-Pw2WO$23w~d7L*zuD{%=8ORJ>uO_NoSyJDthwbSV zJ)-E|@%<9aDb2KBY@0kyRjbwk8S}U8X?~JbOiAo9k4$>RD-Oh{y?@$DIu`^=7?MuL z>#_aEEuo_BHAvE@ieG`3_apRukS+pO3GY-YJ?m;tt9U%~3ieG6XlWp7B5g>H(P%@P zYj?334CGcanbOS;>O08e{Rbo9K8B12{ z&NWiI(o;<8`hEjWamy&DzUp1uk1`VX6dMa90eIkWo`>X`u3r?^RiS|lFCo+L z_ruu#vG<;FO=n%(D2|TcD4-&uw1_yMq7;!XK}0FiL_ttGh)5qgQW6ve=_=AelrAks z=`AV*MnO=MH@W^+)l2(bdJ(-o}>?8 zv4_e+)!P4fW!(m`*6;fC?;EEK4IA|gHJeKjj;)AgBV3#3%#B3@-=h)pr64yRd8F2S zE3+H~h(cqPx3T3NOnOBOol{4645yx7c4TpCdSaOkJ`A0{drTep99%_ckrF{g^xk7O zwGZ-gs~<6}#^i@z*S0ua+w?{9(;OBcdJMr=ppPxFKUMSgKz7Bhe(t(Jv^!hCmK$}u zHNs#Gp-v0EZ%tYxE!dKN~!Xdo~rataFLw@c;#S`@So* zp?!E_eYU=s4tT@Y`~{#)>V}LStec!zrEE4nwQUXlDI}Ysl%b(Y0qrI0L}mB5mWNJY zHbCPJ3#4zMd&lr#VtVHSwr~hzB?;@4hl&_+2k1;U&!E%)3gq7_A)%Ga z@rrGKxAgWl^g&viBDXjR{ExfQFR#2(Z3Uu!%u%M2k_XdTH(Fmq@p{|U-UiNdWG7SY;?npdm(M9{^ zx=vox-S!I7MTSLB)QW8tu-_2OQf z%$tILrCe{}^rM-!9NPRTWjq5?&jxv|byPOozC;Fj!Y}bEWnn`{*pE|*YC1u#mesKm z4`0)<%LxARobxQ~_R1WMGy_L8E_G&QG|6(h(F$r&uSNp<@dsWIo=!Kx(k}~Ha%(}M z6{0CRW&%l3B0SN1xKTraS<_UCmi+cLU|YS`=bZMeS}zce@Z2i=D8(iV^Ck(fHxO=u zmd8}$gQ?HqS}j$zR(?7g)~^t_+7#dQ&{wSA=vg9O-4HMV1FXo@JujYUrOjMg{^RXy z9bmxZsiI=9;TDs6S;;0Tlu+4!x^ZP*A0B~!RR-aSia5$*h9~;MX7r~y4Z5tG4tz1l z!dr@NID)5Wy66*rC6}#;iuoUZo#Ad81)>I>HI2f=MP>;6Lk9@1-$BcFi-l-^sNGk@6-c_=Tb&bypg-EyudQyg zKUyI<+?Rf3RKoawd`2<&t0PO{=3SO+3!7;25NZ2Q=t0CxF6tKFxas)Ty-rF zIRRShdkmhVLLn@**IN1i*^}oM63Cbuc<}K2`@=Flc4$HY_5J?&t#9jcSK`7Dc>ke) zu@*S%j{TINdP`-HCs1b3cU!wYv9=G!qE!X8sh8G8 z=D2oHU1x1n@O6)oEe+2ORRf>e_VbokMWG^3b5+mW$KI-a??0cJz&Z`ezV7M$7ueYZ zLfh~M0JQq-hqG`@D|9hWXan%$)NL610UEAs%*@i)j%mkd+^6>IJT$0$WUZ**Ei-+6 z=xGF7f7#vKN6v8v-%mRiW~;_=hg@?QE6-Hp@J`F|K$datuX;ZI8%*VO>*nF1ZbomK z(|`ve@Z5$Boor5_z!&Oy*fB#VSYuQB5Y##cmr>|VNXB^=WQ5yN@Au`QsblQC`{HwBC9M8|RmZmKKcUL}6 zVMUj9lODV@n?ff=P{XBnFr3X*{16owJ{*=GKX&v50IBy_wA4#sFmfU_symp5h`CLOto3Xn-+f9|*Y zHGH`YJy?peYQ?!{N5C+U{pM!^^hQCyyOYOemr9Sm9o7*WFC_cH!1)YUM^?TBwj{vU z+Dy^zzG1CvAF6fob{GvXA~?6ame)aQXTzyS$Ze++^yevtJ;l-7m6^dF;Ix8FH(M@d z-gB>|dFv9v#PIQcMd%OR0x`gUv4}^f{3q7}{?z1mw+6VAuD@ei@K+N5$$aqe%w_$j z?)hKE6CNJT|5UGm0a5xLtb)V*zxk)m?&MBdjBkbrfwO(zEe-)((J8`rE}!D}&tLO_ zB85>u8zcf#x}O^gnV?Zq$Ti&2uFtYb9X$%DNPmq4cq$24CiGCXtvlnz%sRiA>OQW8 z1?-RU->-ELFBW{7S-nof)rZqa+3PDQT8mlhoUmjI(}02?18)eLE+LFFUO{pvs$fG^ z*OZkNs_k1sW;nAeT4ntq%o}H1v}Ef&2+Sr9o0-U+E`%R+pyBqD32T#6%v4T6KP3-} zBL|989$iC@cTz5y^q1Sz=nFGNkS74e4QwVN!6$D{x&F4kJ(M=;P+-44-gAK=hAk#E zb;!eMJ{dL!U7T*sKud-%wO-CE)w%_+0lTC^p1H;y%~zP>80_i6TUpzylp(^=r?h&_BCHuVUez_V z?UyaK16MPUQ8CQ5J%jPSY2&gJdwKswfDtVX{QA+u58A=(*bMawB5Qb+0wy63m=r9m zzF#~4MGSAiV0FSUFJ0^-z?e}VvCIM4s{a7{+`zvmA1)&s{U2R{D)bYAJfs&36PpK z=L(Jum~dKs^UwSVY-Xx+3}@t6&q?>Tax@s_xvAhy+hmDVbQUjqr@39e@C=N zUQwOn39@F~8^80l+@gNiWiUQmr|mdwYwkU7?jHASx#}%A-A-{v-=W&+v{k&fLNac z%>r9~EmshsA-Zp1row0mLT=a;T%}{ic4Km-oQsMN&`gHjc?F z7;kKmOA+G5$O{BrSTCb1)=6AFF~6QqpM1v*mH*nGy2FPY>ZI;DvW|o{U!Y3xvZoFO zo_M`XVFc{4K8pT6U<^(%0KIx0^)h^9p)R~}|BAzgLnlSQx5)ox6O49A{B+`UQ>M{k z+TvXBDR--m2ehy;)tR&dr5a}Y;@wndN*I2+tsxuRsf9oEx$_Ck`AU^>ZURMNLC$P% za#Yn?yKC-IwipM34`zrWCl@aiEYLJk=>JxYxKl#^fSce-UBvz#%C^F-L0wvu80A9+ zNLCsw(}MNR^w$}uo0W~YCj<{Y6QyeHCpQK)cfArvB_luX#haRN)KxQ~vh9gBWvhih zPQCQU9LO#y*b|rTlPrq_el*po>`Q@>u-19xisi|j$hZ4>A(foe1c|$)E@g5)Vm;T* z#LvEnyR%3CTT+qvtt<25=vP-hh9XVS0cm}y9oslc_^S(r43<7NrUhsXxb`MB^$o*> zH|H75{k$g$p@(HNhDouG-l`JvXZyD`(N6`zf*pK%hW3+U!c+!o_eaN~{5&jJ42t*KdQV zqcqLc=Rc%!^X2CIuuH1up9Acx}__Rsrh#c~>4eKo67(S0R3*B~tRw-KHCS5@^)AQa}y0G2nNbKnY$;!24@Fdip z3<(&BE;)5^38H0em0LctE?NxZc?CPvEEjcZbZpYWSP*t$H`Fjq?$f3YWMrgLW@V zt}EV47P{}6V^!h0+X@|C6HmRDR}QLNf7i=Z&dv@s{n*Rm^ob!yth=A|nz_Q8`022R z>iaKi>r}Lxi%@^O2D>(0(rBs9^gT`d=iln|3Rq{Q`L?P|co^!nsn3mnOL(guo!x%b z&i|39LBXf`tnPr7n;Z3(E6$iNIw2Xc`EXYaGhFALddpwNe#KQ2!QWh=Iw<&U7|!JG zRQiwf(@rlsLvvu=rk&rj>OC|ai}eC z`O80#ag%OK=j=|GvKoee0{_J?de~Qcut8-~6G~pqCfJxajDv;X0o#93lcTEr@BsJB zM&dnPE@gd6hf29W0k%$EXvIN@XmySj?emyf%yfy$?GrH_M5y|S_EC3sa+UH#6@#H7 z@L2G&4)QqT*5R7N=C~5BWT(PXsn&v-IW;?_JFCY!seXmfLW`(utb0UM$aJ8ByU%tG z4JY%>jPO2w;Yo#Q6w36+6*X1fG~c)Ge1U{lW+a!FYVi|O^zB~YJD(l;M?C7?xp;hr zC)8VX!{E!+y7&mDYWh+1s292oz zO82Pj`gk{FJVSAi==DqLE!2@~-t>yO@}jje^S7qgEAND zyw3wgdJyxdqkad{;#yrL?;WndKLBj_qdwwX$ z&TKmXd-(#!E6=^3eorWB_N%ei9J^PqGp_sZZr^;Vos+-Y7fWlOR}q%79+P)y;l7>X z-4Vqo8{YvB5lp~C1~o-4JNF_E?dQyWvAGY-c(o1ErO%yWt<-E?#R)f}kLE7I?=v)2 zSowoLR3GyrSh@aCGV@CuZod4Et4Ojbdooom|K7Frgm0+B4u+^zzuX*Bn+KJR_~Ezcg@xu z|6?LZ>_|1APat6QM&**|ZJUa}B6SqAze=VGmyPy8qJh;UCU!&RVQk<8+AG5*~v4 zixWK#bZnGiWc8POl1o2b<%?u*tbbQvc)#wKZ#CHD^8veveGT%03t$bpfy+EQX zWY5DuU9x3KygXMJ-VNsaud-Th?LB{C?n%8zh2)8{w@Lr!s!5m@5595A(4C*A`6jku zM~S6?Sx@;9pi-W{|C{gLKJH?=pMSkE%VyvhWK3X$H};c0$NU z)^($R!e#vy-2b1yqpH={9&;ssNqZ=hxTZe_yA^>>+BK~!|V4Gq;^r! z)=#M8jhY1qCT&tP_v6`IzZA}VUd~W8YMxN$>=g)RfOZUry>9G}hX2Lft9xc9W;I<4sv$ zWfbxi3UkVNZA}HAmZ1b`pQV4kpP>id4jx+8F7pXl90!?7R8V$x>Ta$}x@l~}pNZ)% z90FA9*%%qKV$VYSsmdQxp3(ESFhvocq^Rx_Zn$*our}KQ?}zzsBcu4?&W)^n;MEuA zRn0LJG|?aVbiUbjzkB+SntV4`g@R&4H<6f4M3(I^*3 z347$uNvph%8i?{R6vm$K)$+(yKQwaQF5RIn9-r_-jjS9|s-vqf;;cioRZ&sar4m7h)4vNNqoNOh|P zh!0_Pzc+DQt;xzne7yWAL^c_H=ciLZ#+S>uKp(6>_r%;-uXNP5)p-k48`#Z@!|4{t zcAvu%Z>x-U3p)pCB05#A^M79FNfPduX$&U_qEiZw6pZPlU#ojBf%)`9=E`ysL^(B2 zBNH--V&Px-2KeUUWYnYo!x!7e`DEL?JQNi70;WQF_EJjqFIV20aM)tI&!#8Fbu3-D zj%DM(ZS|U?B-y+7My?^A7Km*}a*a_r&Wm^lrQWDw2zsuD@1%gB(>KwliKLa{d7LGY z7!0doGK~1xxL+_s#O!7DdC=@tcoySn4mYfsg&X!E^M1 z=!^;R^qB{wP&g~-K_^Tsox7cL;n9FQ6*7P?D~EM#85X>{+FW-5Bnz4?8iq;IT~yoc zR5e+BTeY5P0FTyQubVOgfvN+5$1vi3|L2I9Pa$Gt&=XI zr5LTDVAIa#Q`+(BtF)<>o_LCa_KsK9hko8=hZGl0H06p(j4t8EgRB&6Py!L>g=%Hz zib(k>&=zvlJ*0m|h97@`pC35q-Pzf9zHJ~{@h+NykMOzlE?}=1n|530_(XK#n`dnL zh;x7Zn?pWgy!tL%6}54iPldExh${???9EM!ABJy{(4&{+nk+L^bTC;&Fjb-Dj@FyD83eQ#Duu`^TVR z?Ps52jH8&x1^(z-nW{UtvAyeo2{DlHB?2YX%C#J|3him(SX5>sqn4dVil|EbY&lTB z9I>CNV0B3d?>CPxzGJe{GF$Li_Q50ic3FK)=A1FZ1-lM-fE_b#}Em-VLxyHTy; zgPnYHONRZPb3L=2lt({2GsS!AS&!L=_^)8Qj-0TjeX8+5r|)hXRQrS1>O@ftH-BI( zF5dewF6MX!%7O63rN$JIKv%rwUJ2sFY{Ij1zE3?a`|})@6}ZR0q9ww6a=Q-`I0`4C z{J&c*GJP($2|Vt8JH^;Sg9)$L_rh75xdLm}@p|Wq;rQ-7W@z>m@I{iyzuSI)|NCnYbGJd|uX0NjJn~1~3gb&{wTpV2h;?!t}2fEz|lcxO3 zZ~mw#d#Sq~tw??u=9@Mp@!7A+Aor(r!ffL0Y>C}%jp!6ud-?a78+$vk%}wj@ODdz! z6NKDdZq+x!J-l~c6^mWwEH@WR~%Cum!sQbG3_i1o*A zR8gvh*(EYa^JJ*MxpY#j!!m85PTlE1kB9ia#M`F?c6Gf?S_{p4cJB?yGUo(sT%prPxQRA^Z1;@N}Z4z9o;y#xE2&{|eF4NH*8% z>>rsG*}&1Yi3=$fCAbqvha{RS_+F-uH!m>|#tlSQ{xdZ4e|f5ZbExKjYbF2R6(Gg8 z+=?-`CL%&+Gbsvvc^X&P=_R)S;FU5SD-k+w!9_e2k&}!7;BP(dv=9(#5W2+tPC%KX z{e70T0JiGcZ-h-DZvc!avh_>F;Y&A(qs_ry{-Dem^^I9!ea0QI6}nZXCZug8{lL2d z2uRU2zvh8V${W8kD=KRkhJ50wXuORmp`{UYC_uk!^H(^01@%*=&Ub)r#KUuz{%h7l z#?nsLK`^?K6pB{g=>_ZqWF6*G&Zh3?2TWj`e{bp zMzl?y0V1rv9Zw)2vdFId7t>A9I8g&CMt$pM4106|fS)@&4zQP;*8lSdjiP7xpGbd0 z=1#>LbjECaLYibD2S)!O2nzYFYYv66`TGF}R5!Z5DCOx((50Y3(ax7y zK{|KDCQ?r7htK`Zg60h7sCbFu4* zpQ*HoMBYPU@r8{0WDO5>$B9(vx$)Zm3PMxxiVwhlV0(|?D+x`XWy+u@hidF?*={fS z<}mgCd*2*AY-rAmKh(}o3`%*{mPxJ4y_#42**x#bqZIYe2$!6)6cmxo~! z@J+MR=g$_jcX5$7QM+VIb;rytgU@wF7Gs(mmkRpiOe-CiAeiSc=H2qJ6O#t4CD;OaGRHu=T5M>}v3eM**y!k2rOl z8U97m8D{t1QLxt4@=jhO;Y`%zv&vDuJn@IIxaI3b2|`K%Un5!(rFx{<)BGS+ZG~yI zE{VE;7G`NE*#}^>%|;BT^?e>t#DE$!{VMtj9eKBO++-p6&xm_Ck2%fWrSG)ejTJI? zZfBV@`5qQU-TNF98<+Y|GfV|;whd2YmZv^^c*PGxF1}kz_?A?Qsvvy3yH-_{$Mfm* z8l)I@*a#Kf4(o}9(U(%!U%>`0u#O1)my+(@Q(EdAiij8*j%!Sf)(E|O)=a)JRc<~v z$B*ee7&k=`em0D_4B1y(CTo43*8B(TfD-=zHyFM(!JoqW2>w)>@otJ{g>&INI>i>zM*-dQ{}XAJK| zgO1r>55Ba8!)hgh@EeNwv$xw9;y#~V6Wrrn*1sTpcG%$J0ebw-HhrE46fa=trj>O( zp%{&sWPmp5-{-~OoUhA(#vMdU`TAd~OC+fr2YY#Q|D!1{9;Md5g<8^S_jMmgVgUko+a1DpEt+5r~PyL$rqj2Tyvb|7I^D0 z2}!*djefYDvrNfzE(>H8CrD_8Jb`=MJZ1{Ug`=l`f&RZtss=@WGbgPN>2owFffI49 zY7>f91b0D2AC6Y1XGMU)UW&-u3u@Hh=>G@ib)Bc@6ggE>czRqX3^0Llj3y;6rKSYpwo;9WPySEThgJTm;*2 z`Vn#f@$^`3>-HGYoLA($IDIsQq!RGPlhIN!llE2W80?=3E@X9_o$!0doLPijJR z6Wb>5=tC$sl|ZsaSgU+cTx%PoRO^_4vu>aN8}UA@S2#W@;#{h>+|Fy7QFSuvU05@0E+2)zinY|;0BOLJ7#i@qrS;9y#F_iqG&=T)31#-lzqJ|ysnZ3Y@yBRU!MaX z_`ka63ha;j-~TqP{i1jL-&VZ;5O(~pTKs1H{QpxePTZ#B;c$O)bwl4^U%nO>_ua-2 zpckPUO}VJu-z|6!qyj{LyN!u!fE<1ORw$ZsYXjCb+XQB)62Mr1+YHAXBn6;TMfx6F z-`x1oeEKP2L<-LBjs&hqZTnVHtwwIYpgU=?g(44e8z)4Z;kp5Ep0gr(I&j#``S-wA zFQ?&`t8E(`#${SI!Qw^mpo{X%O4FT^zgJ}s*WR;0Gujvv@uXLq@$(4}pOKf(BZurv zar1x}`vi)qv2*=8&yUpmAu?#YROSulHcbYqdPGeH&`4P2Eskdp1zL-ZQ-tiMrUcmG zPOoO^17aKg(Z?qBY9Uv>pVWW?btwzX*QqbDQVXj+cs2G^Sg%-}*xDifC8?g9A27jX zapL%AU7x1ZTZ1`>-d8r(Gzsi#_S*8b%Jx4wQ$pmDtakrDbyeCb6N25VFcOV1_eIF# zjTL2M+b_xu&HA5R0^tACuU80a&&Jp!EB__MdgmN={rTK5!R7V<)Xo@7l-x2?sphlY zSXRhGA)Ey^Qkat*^TqT6j?|z!!?9V6-6Ji9UbU(1|MO1|!`--KpT*D<>0fk)4k8_` zOyepDoT+8!A-A&;E~82Ki6FdUwGAB|UP;tchINy1a^YgN_6` zWWhB`2%%L$8X0_v+KTi|q}kCV32M#n~JJX(>U5ReXe2oEdrkzBu`BUMH>ny)}oVv6_df!%nbg8h0vgveoJdasj!- z)sdm40_GGsNd7M5o?$Q9Y6n)xDHj9z;ZkdK*T-iuUBo-3<<3|f9d{IR!4@MB{sPdM z3e|R|+!_nX;?WK<8K|diRq^N1VnyJ1?_%ikYmiiG=R@5(@mQN;Tkg0#a`ubg%}p3x zgG`hSeQ0=sbzER_Rr5t9@jGazJ-SC+;Bo!IndsoZeekQzZ6CRZtXQ&gDNlUZGOFN+ z06|b%`_bR@T)RKdS@FMaQ#WKxib$^^Vk6CT96=^t_Mww*{v_*d%ICD#G@SbfURk|u zPnvdDI-;BXKJDOX5_%kAb?^C}djgt7SszerHfR=*ygA`0g0r>KK{|L5wzB|(D1^G-VHM;=BhxTQM6XjG}@DU{omp1z6554S)}h} zWYt*8mYmIS?uq;c+YSj}YW8h1b9&J?x<@y8OSy#4>Ri&z%4yk<>j7e7F~>vyX@s4v z^tkYH)VQr52)E(jMuWzJ4V2*I?OkPnP8p3vpULghF%`7ze49$DTB?ZEXx!b=XthvS zF#h%lmB$dZm9NMoEzB27Kf=rL={HYT&$?WoL*P^nUlhD(g`L61Tngoa(Qzpkxb$<0 zsFiNqD=zPl2$!9h%RoBn3EKC*(xzV-p_|nkQu?$*FI@;5@w;YTp!Go)RU4H{Uac>a z=+Wyf!cwk#57$aDF3uK|1~BJqLCL$uPl&@$T$**lq3X2eSq` z{(qXYqAgKUPMF!`S7sM+4RyYd?poK|h7H5BLW9Mmuf~|lR{?jB&8+WXNp`y; zwf9pH)_i;Pvt@{6g&+{4eNbeh+E0SSpzLF7Oc?hB_gYg8$_sWf0Ri9?7lps4t4HtN zzfG5PGCqzJ7{WvK&gcvoEz^TIMR?V-&Fxh>3PZu49mOMFqIza{v zkCbbMMBNn`irU@oQd!qGmmD0e_L;-yWBxoW1V{#~bsYDJWOVPSrAbw~9`q4)=!V|B zhedw;tWfJK`lhS7uATprm!nz~XcK}EBRrcId*fMa)V59-`w%T^r6Om$KGFZqT6?pT z#x?+nvM8hP(Q#{Fx^Q7hC1aFI$S;?%4(W!O20zdH0$&%MZSDTH=~@WM#jbMLm|^&l zUe4G=9S32>+7|8S+f>0N=$x<1b#Xnc{a~+_afdiHDL;LDOFH%0rNKiqxtajp?6`&3 zHIuM*-q3CpVEzWyeV$x8Qr13&JJM<%vqC+qn-;T^Hk?ZdNL$4QpN^kE?lKG7cF(vOARYnC>T*_irA{>Q4li(p)Hg+poEEm`qyMj7H~EV zsa|8qGf8^`)E;d&Wz{HF7x!2?#Mf3Xev<>V)Sk z`o?G8o#$jeK}t7)H|f_$J=D;C-pwXm@rM49H*EY(it+LD9ot^gSVIovZ&ZzgN_nY0BGDCp(K1b-wY|R|SiZ(XK|sg<^zhR43e z`uvyi{=NJv+TI1hwAB@UMIcH>d~*B9GO;1>Ou~p!Dy%3cFKKsw{OoG;U;pewD%rNh zSqO+)4)pKE4(SKaG>Fbs!{V?g(hGkcsNgUV&EOU&mZM4aVrwc2pNaoosyF18g zqrSA~c5cs&G0HQV!HJ#3m52$#-#`P&#kH(R!HSeXkOQtB?(*O3UgwY?dc;1pt_hap z(>fQ}jtj>|B<4`+L;q&=nl>CX*wK`0$n**L!=AChc>6^cqse{>)q!#%lTMksTtkde z$K;df*wuhN%vda0zphE}v8dbRMJu18u^hY{c9p0;q;Z-$21elSnmp9Gh~BYHLKvk& zG%`n~YSg%$8dAoRPmf+TG*2M~+oDMnQ)ZPh9uo;SABb8g*JVl*SI8)-7)@B8EF#F3k$?WNiFDNhh$3EXWK4F+FdPMc&!0fDQ&ChEjRy&mw@**r1shr&s z>d*@FK5)8?P}00tenKfV`Q4n(#DU}liNx{uB1r!yu`ew?tDd_fgHetW#J;V~@nrC2kUp13a9SR!NvkDr^;Qe1&22}uCq;kH^ z)@9Oowp&KJ`E>fK7)~#yxW@s3&vpjqgzKk2BdM3!ACHwzp+PY?r~PK;b}UVqi$$ zYB@q{eoM=UZ<0?kgBqXEFOI2!E|5|FtmBLW7qlNP(sBD;ZdW`NLj@CO4+f>qtR-Os zT_xxLX8Do}yxK8GCJHVN^D9XV_&h6LW4l6cO+|b5DtO?FyjQ5FKD1hS1i~l{4u-S2 z<*H>T`N07jNKB%vC0M$nw;PJdh2?9>qM1RHey^$@F3K8A7sDZLOz9|dKrluo*XyG2 z#Bf!Z-vDb^7q8cx67SiJ7s2r@H#Y^}XoX>-UQx3gs{-|EjZ>x1qZudd8%nyB3&Z1s zZ&$spoV7wIB>+XuV+0H!D)6-yWA}o_y6A)F>m;smqT&-4-mHx`QG%ZgC*VJ<+4o5J z#Sf=WhkT-3^JVX7S{N$Na%ZwuyJjmJh*rxQ5k9=sD;y|>Qe`@2r>|!+H6FQ_j3PDq zmN06_%!|tsDjLv?_P8M1qbVn+XA0KFO&R>l8X)f(oOE*16*C1(x5y~EpY==637xw+ zm6GcO^cz@~9E+S@pDeVaS^XQF5hIG75wH!vbky_V$iKz~1-L_^_5ID^Ox-)~I#YQe z>0zigRYQ`nm|cwOH+S?g7-)%i<+B>AqsI)lDnvHZlIFCWeH$c z3K>4z%J4ooOz~vs{2Trpzrv5t+z!{a<&}tS5QFCa&hIDSU);|sAgx?xX(zc1PM7UX zoqn2IDbo`aH8Fgn4HLw6hPgc80D@Sk*rcHS`*eWfpequ$VJ>(*S@hiM<32ocQtXKK z%K>uRE}XmlSo?d%s{((smfg4)O);iT3G`D(zZo|eRpK*rS>3Z0L&l~i0Ah2HGYug=OnCynkbf#Ai?AFLg&HHIVuZS_th??b&a3U;n zLyfI73CF6|>oDSjFVV(r8g}i)dok?kl{O**fAzZ9TWO=lh7*Fl#>}mV;U|4W($mOt z=h`j!weZu$_>a#jR;LU+gmO%ZEF-N=VJH{P!BiD~=5^DC=OFmUzjYw3nD=sG>U9eH z9aeOkS=eIzYyBlSJEgWM?FNtWo?B@id41CU7$CN+zn>}>76u^H3toEeOu>;ves(r`!C{i-eWB}n~DAmL5p@zP~3K50sU z=4CV1Be?Jo+V@*)&ER# z5)?O};dC$J4ZP0}L&yylx$>FI`KR-N_)2E9Ob0@g5Tz>yk=DqS-Tg26)s%E-$|=() z^3}kHW$o(&D52vkS9*<`h(i=*fl~$3vc+&O*KD&g`=|-Eg7vaWE~gG)_8I)3P0I{m zP3TNMjf#|#D_vd)g`D70b^zfJqNmkoQMD8p>R>wcP!J;8e*{V%ST!BWY)gt5L;JaF zY8Sd_U#-q1plGz~mMEW&pxo0#sl;$)MneBXTLsV(NwsxMMX!*_ljWpP9oZP;-K%nHg{r~>hHD%}Bo0&0uE?vfD68rp>0}bMYB!2S_jd&n5%e8w4~6UF(CueFRYTzDbDTRw(R@_Q>;Ss>HO)mq zp|o3x6NKfm0CPipZ^P;?Yo$NlKEnwP4jY*cK{^bXlC|E$c;gd(8r3*D zfgNsBO2)ukC30+ay2-$JK*Otb$h^lR{sio6kb&8*dh^8wO##)by!#_QB04rE1>~T9 z*ie%)2i$#PM0rMbm@m!760t6)y;~GZp&w)Uy0VENdod8y9uF^L8PFKMISG{Zu@FPK zdh0k=o3HDnX9Uc#*Q4dz2BTe2^*WUO_Wb*MgPxJX(z|yxvd*&9)ZV4}i{8W^&-hAh zs2E<30gnZv*9dvN;dms}a5xd`XKZhh3naa)y_&Wireqqi;Dt5U zpRbGBO+vX^q1i5smV^Dq%<_iHN=hX?XM4wikOJ64supNQ%@ZyC_{_sHo|xl1+(l2< zk~%q)=_y&RU|{MfSIqpn%*8F1Ly+k)YMn%+oa!jx$rB(`<)1h8k6PF&4Xj3`~ zj6P!>T7I_!?|Hz+ST@-{EC>?a{%^m3k_PtsO~0_R~%5*H2Q8UolBV&Iy&_6uxedYnN)sFTfOtSDBCheyb`60 zx=0f{)k|4;NkU1qy<<|zI(k3yC$Jl>;+-^mhb0CWKBZjpnH4c4Rq+RQVb`wXQV2UI1v zm7{D!{1q{jEK(9^E`qg4Z8$suH>Y2j!fOy2CHU~8gAH2Yrrj4=YA=W1A8I;_cu%ct zFvd3A9?OAXDC%qpW*Vyk-+s%m435H24=VaFOp7cT5&Kl;)RZUnSVta}BGUT|mLrBJ zjgA|ArQQ1id(Qf@0SJM_08O_QrbAS{8d=~|4w>~`X?%B1zNjtZMRv54WK;7*CzHu=bDfy3u+uI5~glg)j_Ps!c80`L^t8WlP0*(``!oIMzA-RIJAhB zRE6|}=bVTaH4b1rLKSy(AbGIdfpDAnHg^O-@Dz>K_B)UkawQLZI5=Ee>36G>BX}AA zY`$(qRBR76(53r1eingB9l4c~yzDR#QAG;v9Tp{8_f10{6ovcL zs-~~fIDQniL!B{MGbMDyIZh&E?m7Hi+}>^Hc1xZ=!gtsGaO~mJ2heUyTZQ;zOK_Oinszp9GH+pHB@UJh4p%8_YT@0Jo$_= z+NVD)`td|_=EA;8a@t(hBqZXA8V|L~S4TQq^<*Wv-=d9Pgs+e(^0T!IAUHa*@P+p) zFH`mv{h4iHJx=u#$R?Ou4`{j_XizX_QH^ zVnP^}lsKi4#0XnfGK(T#T^9G+>BY!?y7Pl-*=o1))WUuTYtLEI%JKA~D=a@&&A)xG zJ1IWouvaA}H_0^$)SB>{ms#|X{d&U#wqNY+8}v`n?B$<(E4))i`J)t%zrRI@e2!rI zJ#eidg(lK{sxR5jC*z=twG1e2hY}Gndv8D9w`ZfH-vb*)SV4?M>aq0K+dlLT-`se5 zE9H_h2G4wb$l`c0FZsm-rZ5tg%;-G`OI7|X=7na`Ki8vsq1C4n>U+J4 z=Dlv`_a(iCmU`fiwl9`1bg3Pqk#dGhuFN#Z%M?fW)#L})sA?W})e)4q!u)^QyB4pc z(zV}AGd1N*HdZ>NqfO;Kb=2~b3R9DomZ^D5QE0rNiAF}6iegP;h1W4}d8M?xp^_KS zRG>L|Nk!3ANJ&V{G*A%{5D@v$bLO1&t#$r^Z>?{yy%viN@8;p%zxVe%zvtcWvs=T# zpL(y?|J99nGxj59AC%$iYTrw<97~P$TJR9xxEo=znQr9gMd_r^aa;_kK`LPU zAni#}$56^FY-n96D&IkMSNB$aF}QO;jo6o9|EaD`VIUc8_MNzP*)x;jf4qT@zQl#G z!qmS_ioQHj{L1;$Z=TSh(h+ z=L1wdey1_qtgz_~lhKrM1f>)RnTYb-JE{$jXX-hA3eB4wT6q97sQvGaYV0NYO@@|;|cq{Jm zNa5F5F713JX+Sq`F+<9R@id%t54x6^t!Aiv7fo5j>*!b}j1+H=)1+Uij=C`a@)+qi zkEejPf{%hIByNg5*Aihr5}zB)IS4Exi$T#Sb=l*|AExKtU-(6;`K=S9{c%V=QDT%C zGZF9o-i@v4K9<}tb_nF}0dk9OmUmDVJdG<1hF~DU>ud@P4bOQ=2S12FP!_oA`~*-i zE>5QDpa_x3J?j#JS8N&c4{^mI{exLk39tDJwhviAN1Q^3KQkXt?!8$3u3~9=X(a%N zPF`4Q1@gJ7y5(rW{S8`jn%Roz5gyd#JY=wX!>Z_;?%<(RnOF~X6q#45J~I#vLU$j6 zw80#1g{yfG4mx~@DEA_GkLlT)BH_@Xr^`vu{$u?Yt1Zw|2WPMB&KrpUL)a%JN1~(n zhcB%MThO^)p8^RJND#pzWI)-uaY5u*oH#O!bpB6UU*MFUU;cNG9zhi^C;RvVul zskQe^z8>RrbkhQn>F8HnUq8s9~|C)IMVjKQzR_y+w-d5(bfHe{5lMd<Y2pf6?!wc&ACQnDFnyR_~lR zy5~NA_#b&gr?&?}|I*b)_`Fx-_Pqj!&ZYSjhQOwCQfT@w)=NM+$9?||0qW_*M&#BWAx%ov8EYPXZM`lMm6a*?nQ%g8F3tPG8j+t!}bMz$-t zErw4}T77KO>S(RO#6{`1z*yrGJrR^a)2nMFkn|V}IBEqF8QDSZP>zAp+TPjvpSaAj zwXpO#KjAadZrwb07|`mz`suCFgB26VZber@`ebzCLZP7|f5M{Vz?^sE`;%}3GS@ZyZ!QGlLNL2ocuQ&;DO-} zo$3B+r(S0%$)Vb0jesAv{9Wp*+hvi+G7+c(tMX>h(h6F<1mV7TO3paI7Nk+b*u3(% zWSCMy(tb)L+w5?;IHbfvC&ssMaYQU}0EA}xQ$#$AX1B`7;2?)BJakLg`47c0gpDrq z%d*ya?Se(8sAI;c?Q}yHm}6R#A+@*gyj~c461m4BVJ6p;I7}Rt7m!%Cqsr=x%0wzLULq; zvi&}!IMbuTxr@>`Ku8^NNDF0HAos9y`X+s=QuQFwPjMRcyYk@8G2g$I@V%U{LTzZG zhv%$k#WA;u9t{)wYu~fnhaVAJLp2=<%FfLo7&7Qf!m`E4*z8wa@!!-S?6PWjm{hG; z8WT0wx(;xp2rr1dN>Qy>ffjT_0DL*Oga4xKVKZmYGDQcJ_9H-_(SCKh_x*~YIxD%- zEOQeGXQ`%dU9^f}nER`MlZb`F#xwndR9c)la!T*IcvRsi3>HowYxqu)C<<2zpL7BG;llIHCQ!1GNZ0~_E~sJ z+lyj(@zoRvuV(wIk`T}hw6oPc`YQEbABUtoHXA6V3&{XfzhhF`x> z=L!*1`lTI5EDeP#5Ps(So5xf7!&ON?EX>(Uz3#+KNM7gBd22Pz`3po7hC$ON->$bu zh!d!>`SFjV!Dd2UnKEX;NyjRrvvW@X6ZH{5@KCDfWJ_HG@SNyr77MHQ3@x82)mg}@ zAXQ_p;BCCt8hwR2RV|V@A`!P+djh-AN!2uIYhObvCKJc!TnmG#=?5+oyjzyU3%2Li zzw!+Trzajo-E=}&3$eQwaT_2pqqRo&IC0&Ze(5CWK4@)idTv2bOVjl9Ps?vaAuXzO zk?_`BC2^tY-W_yox781GO;`@CUut^JfYB@w*)3_D*Zs+LK?j1I61s*963D_qOYrS+ zu>Y941!Hh|?xP7}2YJJjwXo2sy8MxdyN53u#MkQ|l-mwcTk)puUF1^C0ibI@F}()3 z8r2jbQ#z$9^7|9x!s`PiFev8YL=UnW%M{8H8a0argPAGS3ZgK%PIU~~>;lM1}WH>|fJ z$e~Z4b=Ie_5L?KFODwPVpWNg?X`gjq5~mPIGL;j&d9((;b8S$H%{O#CBZrN?dRkRf zlX8f;xep$9k^X_r*U|vS!XC{k$JgW^y`em1CqLv>Am`b|r&nLmi{e7{yf)CK2gEH} z7oJ*7-ZKN|CoHCQB@DySQMJc^kXC(pqH*v)0VMPmP9BG4_;E9SFhNm9Ugj?DM~+vO zU4gLA&{IXt?OSwk%MBoZ?MuE%$}a)juG?U2sA}=fkXDqBMUcE5KL-?=(Vw&C2`0^4i2-I63ECmX3~4DF>KBH8PsTu@?#{v|CtqkTJJI z>v<&glf-SEqjRG~&{CeKrZQeIKGJBpLq86{ykwWFwxCzxY*t zmG^Qq%M)vfo%Cq*oq9d>@g+)4(S|5P@{zu9g#gl^H{h0mbC7ijv07=Wo&E+>(wJ-6 zZkG=j$60uOpY!VI#?==`YC6tMNV=|l`tfPm4H%IzfddMbmBVXQukR6YvlELR=OwZ4 zH8kMYuX}+Dca76l;D)`IBmMUFJ=_k_ZnZnyLTYL3%O`b2Yu3K;UBgk>0n}4$7inU8-8YCI|MI5y5 z&!+nFm`(0lw-0JMX1XHkH_p_@zjO-dvWscFMfkS$&>%Je?!q^Jk&9Ctx4iExVqP~? zTB!`kk;}HAI;=5=#!-%cLx$bw=T*u@NU~-z{Ic$EsEBn2CXoCly36X>oN&VWy+nBf zl55mY%~RhhY9obIOT?e`hk>`9qpL3RV{S=(44aLX5zCu~8Yi{3| z?|W}oVdhctum#Y4YCyjx)qDMPxZZ^J&bb4SK7#VH|5{xxzUtcrgC(6oT1jSm7q(o0 zTx*p#@@s5KNsn_L{lQ2T)^eW_%PHGXp`AQ>hD$1O37uEzPpIlJQ!8+sQ%}}t+E~Q+ z6gz(m;nMRh3hO&6ki;-M!2^s3+g}y5u{1LhM6u;~xp$~q;ma3UCWR@ot*b8A@&Z=??1rq_#obvn7nRBzB?h zK>b*&>40}TE;({7cG@09CMZ3?)ZlxrLtJ1+)NRKp|3KEPK`1ip^XM|ZOK!-|uny2! zk4vocq@WC5ix=^ydE4E7+?o204kbOWU!L2YQHqry9)3E<911>TyfPP;A`%J)QAe0_ zo)xO!?jVz zPAmJZKXyWv^VC8tEi8nG1-NJmZQ)Su!fU>KEemu^azi>5%*@!DDDirErCC)1J;qmwN!uZJC>sN)gg*g3r>4ELWK~0BT!e{ zT6X8NYGpfkKUJhIh)dnlcpLxu$Nz9<0e){zYvugn85Qq%} z{Ka*+IDc{-56XGlw$~=%ml2|m+RK>lP$)~4-OZhQ!r7mNNvl_<#g}5J8h69Ahns}3 zO=1m<@+9DblM%XXLsV3S-s4^jjtM^|}?0-olGuH#QI0Jth z&$t;7c&<`jtz#fF7*nlN&jADWgkQ2?3oL}isH`TjQ?U1hzNZ!cpgZDeQCyT?g;Gt1 z2wRa2)wj123OObq44uQwq>w(efV@l>AjNf-c{C+Sx>3lD* zG;K8gGm}eRx;$A8#DvgXEf$T+?ls^F*0ZSK#yWP%i`(#-oq_)1YmQ2RS%+*xZVAlW zG=Z7?!&BTkOKPpik{(c)?#bP4veB|b@4JYi&fEv7lgCc%X)umgJNGoi3-)B(H%a2_ zVC0`uVj?oI!*m(?J3G66v(6heOrTp8udmEx>Qzq2e&m&&QGw%S8XC*OUo<2_?le*K zGd8&QD;WGTC&$JSTjxa!Wl#Eth`8RwcQCcNSzg)?wP8p3cdN%-9YuG~ZhawdZjH8^$YdBQwyM$p7uf4XcwFc(rN18;F> zpLWMX0fk1?Hk84@=wqG^VwrV>lv1* z|H4?^yPef!Z_T=q#Gmwd5i=i*m|__j#{J17G2cj07GF8yu!8dHy+$;57w7?d!7sxZ zO{GVSn<0ri26MfsoCNEwl*L3-{U8jMtbID>7w*wXy&+%|?s+4f`-Iao?`9sZ<*9Jj z%nJJ_ZC$XB#iepHWVph|x)-&s#i_0e!3Hg|P>eBm%1!Qrn?qtGr(W zj;6(c1zkmxakN@XV`bnHrVLzWwgQ*YB?raocm*bL^jCBu@r%QxT~9>Kw>P?R0Z9@h z<|SZ~e{HW2eeZ$Zjze7s0MW)zcR7E|@#=Od(&|QxU&RSV*{OPa4|xd{q>MAFXR!6A z9X4psd7E}USEv2bRx>Z-mc6u@+3ff@esHUvy`u;vvt9ejm5$w&J#<0*Gq_mqVf2^! zMf)YOM*0q2*v#-RF7+DCE``<#!qGW4DVZRS&*Hj&&Vo(+7?<tPH)33oC z?;V$P-;BtsDVaox!bhcn6PM>DVO?$G5Z(&{0{mD4Ycvm!J&NuUEqhIi-5vo)h|JAMi`+{_#lTidzlrp4h*PN>+ zBBv@4f|+?dv8*<5K8%#nP*30ERs%wgiHnUu7o}7xB+x-pB(tu2M4@)g0B^?#-xr0w zy0DkEZGL*uOOX*Ax(i>b4yQAB__`y-0{3dja2rJWMJb{le$7FFbGI{d{B)A2!+&gI z=YWuGaAx|6W3b#NKFL+FRIl0nm9GyJSPxpWtQ?xnwO*4rmt>=3*?KyAL7q9cS09Uaw{7Wn z_E+uEF1lJfl&jEjbrC+9-bVq4pP{SiN1I!uDGQ=W%XikMPbSR=`YM-JZCx#FRKJLb zB%ZU|XVSmgpiF%`FZM8ossVKkZl{?2D69=$UUz*IIj&PD?$1iTDcn-*A|!uEb>sC@ zGL!7I=&34yZVEjkzsEH2oMF_k{G4~aSh;pTGW>4nSV1Jdec@IoCGq(m((w^|JPYHu z%|`(yP*;VaAV)5$7cm?FAG-}(h{($c|E-At`F5~RUX-xwg51>3=QAK85`J*1*E>+O2?T8oH}}MWO|v&dfP-;qq0zPv*2stL1HxYYo3Zrc;e7Q`5Ckc+{>Ni zZRcZ>dqp!Zjf3XpDPv~W&XPAi>?^dKWQpY=M zofJ}@KVOzK^-i4~bG9PBC)GTbaNKL7cBhH;lvC3696#&6)j7V_*lh`_K3rGs*!w28 z<5L$vZoS5v&i`mcHA!Ig3|^@Qk#tX{}IEJu6`)A&8O&**JGS``65}p1-z#8o}SSE zqA}3y>5M`4lbiD+ypz*Wc{yrnvv+Y9MHV@iT~m?HzvaopPkY=dp_K>0)qodfKljq` zQ2mFszmjlA5K-4FQG?1n@074@n!YVm6fr3imY3Dw#)5vY}{YA zN|T9~4!X$)k5oufm)y)w*T+ATE{%Mdd{6-EozFPh9HEkah~C8ha&Dp6Jd8tEPIl4) zr$E3@hSU%vUwjI)#FacSmckxu$2XB!ArnDIlcb6oI*S~icZ}Stgw0m3pDJK8wO)KI97h_zi2RQ*2h{EE?3P5XLUGW;i3kD9b+nIN-pOOqd6Z$;K$!n=T zOe@bL9=sBpZM#H^-MY)zf`!y6)|K73Yx{anlACwDLHyX5*< z$fLaS4Zk`rs_5=KaAGe9e`17orzV;8k=UZ0u#q#7eW$NYdhO}?)`jqlNxHycJQGsdTlN{xLy#!mY zL?>ThRSLj?*O})y@09ZxP+40Ll-#uFI@OVX6Kpwa)l8)|joVzFjPUEwnvnXJClTT9 z$N?sHg6^GMu^9I0x98Lm`(I`o!yMjn4ZQXk?UT!L`2n+tB`g1ip9IIf`U$?3(xiBR zhfSWVAGV(aeMT1n0Qt8+Bg1&Id?hxTm!@O41mm_>enK^ca;dvb7MQ(Ri(uPOO~KmE z;knI7Y}=jYBYb7`fg6JJ>zfZiZrgusl#WVT+wNRA&DME0wCNzf*cK*SXr_`*WqWom|3ifiRMt;pM&SW-I!WM7}&`_+Hj3v^u8$rU1%|JGW0N>hgo dzFeX5_R`zynv05oy7Ibdp#>Ne2h!ScjkrD!gkozV9b>{v*z+HF!vX&*uc~AD)_1XKJeZozQ^mu<0{*8-^ zi&y{3BM@ZsV*SI_#h?euMHJn-CG{mU230_h8UwUw7@dVw8k& z(PQS2)NSQq>o3r_HNX9pyv;?=A7rb|UHJAjl(dgOY+&@$Rn>=TB+YxeJ|+oOUn;-! z-}4I*T=>zu~%_AO}9^)nx*dUa>91B+`0@xjbiqF{?@y?ShUtj`x91`ms?d? zRY|9A*M7co-_qCDm$6EHbsNAL;PqhjFQ1TfZO$96r7N#U zd$+!Nt=A>$ki)n6mDb+={|&%5i{EtZa&?WSA_o6a-5MUiK-Zge1>)%CXBguLbG zzV5T;OelSM*7ZxcO>kGrZiB8>k+K}btAn4+>#&+Z#ARpo!%tV6H2dq8uI{|dvtP7- zG1zSS`?m&-I-9hCRMUws>6e1zV*2-=UGpS6F%0Xjn>|@?P_?%)C`om|-jCj1Kf*E8 z^O&yT9Z;{8xAukddQLXwx3u21lXQ4dgG;|BWz`yBGUV#S75ig!2I39F7*|1;Wyc7f zRbe=^&qT{H`sd{+b=;WKk+>JC;CxuN6*3G`jY_zqRTnoUy6ZvHOSXxR&n=8$H4v{L z^iC&C^z4+{0ZGsK@_^Z{w^y5%m;KZZg&YlvYy7+}J>85D8Ow$r6@KcYK;L-932RCto8{=%m|8dxP;lo*C?&%xT8eb!~{Im_T_%%zR%sDf@#Q zByZKcCg6l1cXV!o1N2U?ZVGv!coKWXgR)E^GVA??eQDb;?vbwIi|#i7=~~&ceacO+ zjBUkptv~bf0-_T`ow>acBPBUjet9DwV+p}A5+HjPF(0l_X*0omH97)<0p=6b9B~Wi z+ZO@yi4GD)vPlRTnrvrPoqC~adm;aa%j&IC%i2*?%@iKjruFd1$UH$Y%&r5!&;za$ zD0h`;njgIN3bSq<=W~ebuqE4FCZHh=>uxEUf$v36C=*#?3Zx3%9Q7zq;R-k>?(B|{r$kCH}iK)?^HzwS>{2T7^o?w*uv0O z+BSvH6#Z3u{Kk3>r9-@2E7Qn#)oRK4q>OqVEUhx~4NC_D+mOzxKXmXxqFZn>5j3QOqaI36^R79kc?nWE64#6i6raW&@4Ql-(2C^ik2iGaqsJ3aB{BigV^zS~ zhr_di${*zf+7g~?|0P9xmaXj3k#pTn`*7fq&svL`z0;NWObtLC7hgGG@BLIq1%BS! zIR13~yw3$XH^7UP3>YD_3^1<~^kMUvRn$Ij!DFtslL`qs>JU6hC*ue6YYSIy_;f~;uZ9qq(XgiqKjwozsb8AEYFQh=v?n>*}mgW7Lg zk!RRpruB02U323{m8a9SkIfGCyvZ%EMnp8H5rV^TMZ*%1rj4(wd8P*+RoKx-!sTu= zHyFWjFIH5#<846GK{nKI-I1o-uvupZWv%Z1x<;>mqGe_L@?)ocg#_>C|4k6%f7M!5 zI40BbjOb#Ea_M;|BN160H5x5KIzsnl3!ojT1Nub(pHf1`q`1;>$w+zQagTIrnOZL^z9nTo}w9CG@UFJ7LW8~-cTNYWx@ORP3&+>+Z^wVN@ z1Sq;b%QFL7i$~qW=_2XcB^H3-eF4E&W=yH2kjk1AJ66jkCr)!o7qVTeoG&`{ysOTM zTbh~q?<&mi*zPRyB5IdwI7wfG>V6&)R%=JY`&+ zLx1YHrq#mRRP<=Ey@$4QSgvdPf)}StwxiUA8mtG5pw<}&^tcZ=MmCYY9m1ick zH{9=E@mjBv623k1F_P@*lQ~j+sPi=O{%Uxn{w=MXXvw(91c~{ezKnEP;Y+$hA5LWb zS?d(fTje>Lb(Ut+bEB82kR^$_KA+;fD237}9*Xk(T9I+AR(-ht)Y(T_2t=`FV@Qi< znB;)qK7-6oVC?qBN`{NHNO7uho+)VDE?)#qJ(cC2+>v%4)&x_^axI#bFlZ<>bcY(0 zJD3_SI~QwRmHl0`ym`nk|0AFuQ{?psVzzp_)!{tK)id_U{rn_-qQdlE&FmUz_?QX< zW{M6JtTUxTACr%(wixPx(K#F9IALFK*Zttbm|extoLUtrSlEiztr~I5O0jU}cpP;l zioCSHy>4*5dC{8bRNG8>VH3wKfdBTv#UE-fK-AEN_ixBWGrjAe)EZNgG_iY-2Nyne zt~}-0YNuH@^<8je4$bfnS4V&sXJnNvqjgzk&V(1ZXj z;o8h?Csd-d1Qw-@8u8Egy9gB-+!@Mj&UdsYglIw}Mr+2Mdpv^@Q6k%THSjE%j z0%cH577^ilQ#95iGWQl< z3~S^YVkm_wuv0pWQIDnDXG&?;eXe!+dsU#$wXjojL%D6XPq7aJ8P{9a#yK_@C}Uft zW*tIz6?NxWao=&Yz{jhKw;?hOb>x)Zp)lVXq~e}Bl6#5$cg8NFY@6uKHK&Wz#ik%8 zGZQ`-lB?1Hv(1SSs004RuP=l0ZH%J&{dq9f`hJ7)Kk@MVzfu0s-2$r*Mbye zsv@QigPy+72dJy?@0D`;moEACUm&?Co@-osi&T0?@Q=_fQs%v9+Ic_-+fi|A2&?p3 zvA_x}xw@{LQJlTDDnCoI$|5QZ6BW5W;Z%9;(6g?6S~XdYJ<3OA?&a3@zByiWS47+3 z{n@_|B~j*QdeenEDn_cxc|E%#oZo?o3Ulib&cXfbuHB1yh#UDaq}CYQPv^i&b{3YN z%xi*={Or1wv9s6;Jkib2Etvr?$@#-xNhL|q7{>* zdb`V6S!&sp6!FzJ8G635aMa$bawr8O?`S@EYZ*l+m`;b2%I5Q1<_9xUGr5W?*oeHo zM@g$VQe4v0_)!u$_n53(zrbiWSxbP|!Z6Bh5&=ZtJ@=9#V*8XshtzJ0$JpewwB^~} zRFBpdzLVR~e7{*;-osw`-Q8-jgxgwo@pR{#gyG}3h`?@h$_vvB)9kf@&Pk1E=QXWq z6iGftS1CWH`^(EDHo;x1sqjYw3PUi!Yx+U9t6n7xT&ZyKX3($*9 zF+!wPq$$0(QqJx75-SNzqJ-UYkJtPB!jTQj^Hh4 zgiudyFQ|hQ&%U9jqXfq-vYqaU_LR~Vb7m(sdzmX6Xh@U|=}ER-ayPFHcar#tR#JkT z0A?2s(mbIwHI~xShDqRw?h{4gZuI;D3oGvy<)kj{%To=H3=K7v^!9Ahx1TF%E^w4Y z#4cG0nfpqjc4S^;=!?L)1$dVYd6QCA_oS8+N~!WaF}fYLnHQw_JGl-{TPRjuCUq92 z@;ufpwB-^->g>3j?*o~?()!pG3&B?@?Q_2w;fk0FU;TUec?2BeA3=#1k%5)FVwFY_ zl})p!u?xZb-PaNGmLeujHcGqqcTwbwc7O{%zz$>U-+1F6IO4x17|$p1#W7ae8({RD zm9wv2-L^S&>qzc?P>$7|6DAQv^=7r4m6T~=Iv%X2i;xwLaZ(@gAuT#>G}eWkrDbk^ zhgx(uGj6g1Wjk9;lT@+Bt+D;~%|U~up=}M7!zFo@@Nmi@qE;>GbuKB2dK{`{i6i>U z5xXKZ_8MR{QL^YUh4N&~L^ee~Z+7{NWN$b5{%9OF0kx#%+EjcQKYL@&>oF|gQ z(=?76*hBMDs2id4;W16;K!zpO5|TGygP+_*+7_52(*dlI9GE%{-}(2H z+JY;daaCj$D=#)@asRmFP`6TA;culJ*vH4zgXyGJE1<5nxcb*iO}h z(PzF)3kQ$*c=MigZ3-Zl@={5R`5MyV2`f>*UBP9q?8`v;ogU(dx8{*TWK5+=-%SBt z1z+qnv)D1$eu`z^P4(wC{ z>;3}ndEX77l>59kX{TI|f^Wr5lTKoducMtx`;~jeR0iroj>2LA{A#<~nsBu_K8_j>ZiLIb3gu-jkHSC|~0{ z5#)&bV`h<_QBSHwUr_RF6za9=d~-~-@9SY=I@m6+1tFO`RekqN zpOxC@iL(uqM4K4A;-v9$;pW^lF`S>;t1`#BV6)gz+C#wKLan0e!Xf244ZT$m7_Hx7 zJS$Uw$9fTCM3w$LA>LQ8Q!&K>{r#+47x&1iJ813bs&z$yI(?75d17S;AmqLS-HVCiuxwcFl?k) zh$-h928c|z7JXOFouhXwCfqx!ja26)6_#Yi8DrdO*m-Mv0~avCvs{Pkiy0^VPrUm@ z)Q?`0B_J7Rc(F-tW~V|ymZUx8oCqmT<8u^6wa`@XsG{q6_ut8w^*nmJZ;k5U(s)Gd z>SWvR-G_Pic?$oY?b>;fQ8^|fpe5=o(Sp+EOKg=?e zjqL$cQN94@cn6p1V|}c@l$Sn~w6u~NG3x@h_0>vjsK93chM(S0K`;NX%L|w5F4rL@ z+gMxVYSm{EyDBh!m8xahJ$TBz%^ND}zv?R07c7G^^{qoPu=esbKs<9n{Jr;4^ME!Y zQx+fpkg)Dv9ChDxSnPSwL6U<=es|{<$y5f z$(9h86kX|Qx?VU>w+ItaQQXt{JyB#L$65Ab7@3}#b)=%F4e5v&>fZnGT8XU$<_7Fl zi)UZvtDS^p+2FBg-|5jHeEY4c!T8y$QUJCJo4q#YpL`qNg@fJg`YNR&<{65#?xBKS z()Sy-cX&H4S9EL49M7yIIuB!>psNHL&nXuc_QuM2h)@Cwf_)d=Eimrrj!F8@WUWS&*^K=xdF_pV_Y`TY+xJ1__SphsT>=6oLXpOS_#kIUuJ6ekl92G1z z{C!wa-UFs{_iqiOMBN<_ejqkh*+=tuV|_v_V$Xlt7`uSO-&NW3hmXH!;vFu9FDxY} zFE~i1ycDsN?l8QsCKg$}k=>jq*&tJqdKnyI2ulhS<8NL|#tUMqk66ZIUG7!;)me-M zoK+E%XL8*X<^T+W&ZS#V7D-El82)m?*}Y*(uzgb6?r|fR6@pqY`p#w{#NBb-x%3TR z?+d=x7a4q`yk%i zW_pqO%3ioOJMQn#UYn>EEWjXH)$dj+5x0hrhhT^A;BjgGjulIySwxDjg-q^ zm`=>N_O3NYK>B@H$R}zP!fg=W!&?8C!o|1hI1}*Tw$}43*<0<;ZD_jRZf!|leJBHH zK*jh$vh2v3gkU0uW_YHYQJ5q-ALN^$-{G7`ip))lmP0yyB*@Ra@wb=^0!;+W!kTD_ zS%mdhn0afkde&+nS3ZheWcnh~`TZawHBGLsq4msJP_LcIdKVZrcLEtTmJ1f^a_q>v&jk z`klH*8IY$U-0YTDTH6|GRT6xuReS*2JVh^pWS!{SA-n7p8_`h^t>V^yw$7(!=#^rW z@o|;9(Am0)A%6G6Y<7r}#-b^MGr>Tli6ElXYj-SCbD(ASSdg$)Bgl|qhWiHv*|02$W zxdRBp<|pP(@?MVJ2jpgufaC+JH0fqnvz?diy061a?|yNA?-?0dHd)Z4a|sLYDxeVaHbzp*Al$qzkd6@UD^5Ms3@5BdFaitHRX2K1$|YyHB4g}iF=+89 zd4^|}JB}s`5zJlTVTO8bj&fa_bj%)~>3}HzE>H75x*8C2-OZ!> z0Ij6`%&aC0RNqB~Hj_VJE6l*0m-4@sVqrTpTvj1;%)czi(p-}DL2E~rcLSf4(M>@+ zj%w)d=ma!l{K)pcvtf2UioHZRk1Ba^eaXH$7xUK0yNaz!$>wKdS|d7=FVBq>>IdI3 zw6UzC*B6bwZ&&SpVFL#Wiv``N7pimh*P&j52wdjAB!`A^IR1Q)a28tI4=swhhlA*p z4Qb~uY`mSjg_AiGm+dNzXRCvwt0m^K=l!xYiAirp8zOJ25$2#7mlL+d@tXtbuh^QQ;I@}h=}k-skm8D-VyHK z?|cAi$yrsJ8NkY?K;;nB;=D0cnSlJ^IW4#3?;$T~vh(!u&@>Bk*|^z@>;Mrm%Ss>$ zmlt=~71SM5Da@jOlgZAMorceq|8?e3tyOR4E#kpCCu{UkIc@kqyWR5|4AwMP$txM; zET;rl3I6frV|JS5b=WZlRr@N3Jn!l_dU9>rkD|nR3U1euDUSP*YB9FP%LLNo7w=tu zzRg@wTPIVm8k8kpP#Gym9yQAC{+$fJY0Z1g@o(-7{ZK<+oT{eL?qvFmtKu7jORdx7 zQayyol5_)Q;PTSZf~uT9h1Ky9a&jt#E7jW5WPgcIO5-Z4L(PfN{d(qMQ@0qNB6r78 zow3|PzPfEltHVAuof*wH1he1eu{lz{u8VAk$i!KXF|Kx#S_|ET@dLFU4%dn|EW)OL z@MA8_o9!XOs33n)0f7t9B_r^A?HC2)X5L7>chRzL1mY$DgwQWe65h@f;D8suCF3N<4>bJqoMDf!e4wE z_}sd5-)Mho%PSOyNV*<p^#W+#)U=DT<%4r9xQ&2e3F zOYM0x?IehW7+jiL@l1{k`6xwk$dL5#*gLY~Y=R3+T0S6dfhH<#f4-yzF&NUhX@O%0 zRD&P!q?h=R9Z))g88Ksjmh(NUD^sgI;*vW0sCR|HvKXZ~uh?$DWC|yIEzA8W-mCkf z`{pb|(p+af1Mxvp_`4Ub*!SR;gYzs{AUH5iq4k;!k)1UZj3gK|_q zfEQYO?p|r*1p)B0q1^Re3-CYJw49EMzxt2O$imByxDfezn)?+HVlgk0hI6ux)z=ph zod_C|91hLN$QTNjViKcm@BYr48Ot4l9(KNM#M79vVF3ya|b|4sa|F}4H1@)+Dn&D`bW*)@n+CVSz#oVJ3- z%`U3SOOZa!i;O@d6YUA_j?}wGYK_&8-WB>8;YA>3wO0VpnpB?vx0~`_yJ9H{BTECZ=%U1rdz(OY4CNHL>O~OBQ6!p$CCXYLm zT9`Uoe#DsofGJJNEzr5=^s}N!Emb3oJD>HhRmj}CclC|^G9Km{R!EeKv?|?tqcpQq z%KyE2!K9<9;0$IO@<>zYRMwxsrvWC0sbV6e9C|8{?3eEUD~I`zP)*J~=uc>_l>1!t zE-9=`J*se4rFeBtcc|kZ^Njn zb)8R^VlugH+9zL%IK+<02tF`+FZOO)srL@7NpWA5h)H*mdtCDk35*@=B3MGCZsLs= z=@A19McY4u1b`*m5Uh-mnJ!(yyi326ccYE3~hsyV0+ zHwncj{2edG2L4S4Dl_8qal*bZ&Cgy6Evod_EB3fq^PY;7o!;J9mw!lQd{S8j?NZ{% zv*e#?mw~xVR76Bbb|NJ~#20`g$WKUCY!ybO3JSlq7A3Jn~j0H}1`cz{B2)xp}$-h{&Cf zEC3?5oiBKK;`mZlYe7sW7f|V5WqFWs)U;J0L>~1S8c!eM5mtP}BnQHgN9b*#g^37KME}*76d$-A9fE&q+}n%_RlRvX!Py zKz#vX0{(v_r~syiZm!F!V;1?UWfgc{y8etRndLHwH7=w%_2kU9%3;3;H&1t}_TQ;= zvWdl?8b_sMjy89O&FZB9_GsY&C-**dTVH@5FKu<-oLWH`U+jgnv|({-wZ> z4ziB#;|Qo*ETnPaZyCMJxDSwVOPK>v5l-O{l#lN%VV5%PXa&%S%4a)+0hD81G~?>V z3JR==KCk#F`33-ISk%!ij%Sw)N}gc|yr#Ri`9 zpbO(hGeRAw4Xk~;57tfOFJD0Wlogg+0@d!b829MD(0}a~Yr3unH%fAe#N~P`0=SkJttRl@L=VuLWr<1_o*Yw0>roKsW-yb zIu{+Sb{I=D4TUdczW5_3{f!_`Q&IP!v_zxn*Uhe04ogG@)RC!Rr|zbcI@4Q79%yDC?bmTwQZ+t)wsYAcp_=2RwxGDQ5g zZN@>o`mXZ0Udl@Cl$AJWTD~B)A8>23LB)wdeDk>Prn*QCxkGIqrz> zHE{vScEhny3A5xYD)JsdBb3FsB<1vt$Ah8u=IC#E0=#OS3BPx%>!}NB^lG>40#-UIO z1SQhY8Uz(}fkmygq6Dz?(|NVP-pY&U%+IA0+dnwQe0YV@_Hekk@48qA5J%)@5~oZb zQ#FT-qkaQ$DLm{mkb9_E#dp7W)wc$6LnENj5Zx#L6c;urtI-&eiIT;}2JsJVo2DQ8 z-s#ttkJk4tw~l)N8!{JZD>4m6T}g^^h}^qeLcT7K)gh0PMZhM2#50R;4|{i?>Vcbp6TxeAzJ0;E zqzd!C*xbE1@#m%_#Zxi>&X}=4db%aoOZA-}2=mnA#}T1Lo}U@fhG&-fI)w&w1+fl= z6VwW&IZq!_aG%m^m3NiC0l;Q6q66&|wSvzHokFq7!wMkp27_z9GY;B9dZK+jpFJ({ zV9Uy$u-U6Jnlk_nFQ}-`P(PdL*5ftYvml zTjeuK8Kp9><&Amb+by35HJN+#pt5RvRHnLw7;;D!Nk6SN#9 zFinvL3yAWD;X0ycjg#zESipP|@wfZB+cn6+9@Xw6-n^BDm!1UXZOl!f{+P4x_JiqO z`lkB9#uDqGIA`>p62(2N--ln>==_u<0=H}O?jKdIh;2vimdb6=YYM=FH9`}|SO$By z>nhSvsW=xnkEHraw85+|-Rji1=P*8=0PzPvDCv`7N0G3v<`8ZfG}?>{GXb>%o9{j! z2=af~HK}>zPe8OSparv<;jVY9Y7kT{#t?^1kx-MJd1%L~!I-REY&1y;<8ByNqNDvY zZ%GX2ex`Z@9Q^)>WKZmq)px3@QjB9c$1KKm3Ft4L*)x98}I zHR`)1>4x6@=M!sF;pJo}{~t!}-Hs&UVkOR9%KyU!+vlB6ZBN*ApJ7TKQGQuf@kalI zzPWS~ZoW}5`i!vV;PTgJ&LEUX=X2FF#VMbZM$0^J+QbnRgkL*}*xIFqnODmSgE6lC z`_SB!9GT^9C4k-LeYiSv;+5^>VS1Q;P?m4m`qP!OB$YO$H~aHe)(b_{oQ||Zk+w~! z%r@`-CIIzOynIaUQf?HmcIjn;+nZ}M5axq*qo@~#%X@IMM(fQ`xsKVZ;KUSKQ+9DG z?rC%JOmpq+1R0de4m3oGccU^n+H|~lLxtCbRQ;zGEqtt|l2^zjwGnkPnr}MmnD!aq zG>g31T*AGcb4qfvP!j`pU(s%B$vkW}sccSq8mJyIMaoY9QfwE5{4I(&2H7r%5QBWQ zEeJSkv^y#FYncGA^uh0#Jt1=?q|uPS`Adc1itlwFU-ez@6gnqOhz{gORJkgl-837k zbN6e2pNUHr;2^k^NsFfS$Zxk`&G2lhP4o$)4IZL9A@CpmI^4}_Q_t~%lMNP4{=!i% ze^V^&_E#Rj>f}2V+rF80P%LUBa!(Ua65-d-dqKA<2d$ck3fjR%v(dyeu<``UdCJ`b zQ4pibR7^nbqPDh+={{8OV__5{ns|Kq;FS6SdT2s??0WMKI~n-9e!Zqz1v~C8*BGML zAbxE{1~(=b{l^GV-jmc?S2%82=@tI!&Ls+P+{E=Ps2c?U?v>eYVs@Z}#gpN;wV!<=7FQ~e2$wjhmj(^U9(1~+!*YqBydZv|iE zE3FNeGrpCWW|l0QO$;moMKKz3sLowJ>4mflfKwOT+Zd3QUTG+bvTve{1$b)C+r>=< zoE^X6yBbB=$<-alIY*!KOqb}EX^2nFjFJ>)0BaTAxh?J?V{iTAk-|MVPp2i-uv*qR z%j(U;^->vvSLP0X?w;$s_+s`g&K&v2gTNB_wg3|uIfVGo7eUs!=XiGAl3(f%7fq_U{iXa{lx$zAhLe`9OxXxth9py86g`hz>%fU$AMrOxY-@B?_h^oq4HM`508J4U2h8t3V4EC#Z>RzoUp)gVVi+xYIlFn z!(Z~3O_xp1Pj>$OGR%dUMBm<|j$MWt^5zsz-tQ_wmDH9-89F46)9kBkE7p`;%W%S4DX%#}$fNXB-}w`?HQJ z;y>h+m6a`+Cx8GIZ?)m{E!=!!ONqJ~FY^-F^^{7b@{AXY=heRl*koa+={LGEPtp)n zYEqWl00mJlNdR1U&9}*g6PJyn0>HNh6MSa+ix)rVUddy9q~vmX%)I4*Q6vs)zXFkbyNJW zM+E5j`2SMpOUDi{p~5s71h2KSu{i@YU08^!-h0imv36z}&`eR`H*3Ax9)!o^n+8f; zA{AWP6$|q$k#UzcC7BN#f)gZ{oY}s@FKKir2DB02sq?k2tjv7Bn(dP%^fx_o+w+@E zE=9R4>*|Qs@Si)x!zbPvI@3UAbv!g6x|WVVER6>GGWPRw#uf!}hE|Mi95su<&tg26 z`+#l_OHc)3qZa6^*!g|F*0jq64xHfTBe;Pqfm-y~m(8EalVrJ#nP)ardN(DGF>;1! z^VM|49%Pj{Oqh&G*&M|s#P%+wet>~%eb~r}6c$^$Tb}L}^t-f{<1^9z5;^*#%W9C_ z`Gl~my#KDh+>4m{9M)4nyCh7OV7btY2LO|2%%UiRW$vs7i&gL@$!wPF0J>iMKQ8A? zhD&S<3BodRR{Ue-YS-2oj%5HhQaW<0u51p!Il$^gNz*$1rQ_+`;|Mv>$BnF!M-K=A zq2@~)F|M1Vtjt-y*(IjZ1SAE{l+gNKjzYDhhep!&fy*U)sbt&;(EU-x)b<|zw1ed3 zZNsb$pbh!c@=gBRNcL{k;&wo!3`6@OR9p^_+iRmVZ97p7KaYvStF9~J%;<>`W2vAG z3HAGTJ1UG*HE+}odR>J6yO-_Hw`=AXp%xaJmq6Q@iUeZ0mqT%Jv1zSShzghxaI-q{ zd=BzI?QLdtf8}(vMA}U9eWc|Cw8I2P3c02NR8&;3mYXZI&||sXBUcIHAl|P@nhteF zn(iPm7s2x7%| zG)}+V1M`1a;k()U+sCI`+tyjqYFS|^js{ChU&2}ahQQ0}Ec+KQDH{GQ%sfGg7Qjs~ z7ySFz4+}5nb&%`37kEgTelu39tgc4jRqw`D5RLs3+SUATFg~+-;paiKrV_qDJJJHK zW(3-qS=WvbQHi(|wtqHS_9LUB2DJI46gxs|beU)c4eK3+uP%(GJO@doCQ5u`Jlw(K zM-)`b)q_S!4)Zr8YX*9|h(4azVX2`iWTY{5UI!qsP;}F>>&YAI{mTM`Zy#aY|f;L*HW1m<34 zg-yO^69bsD-${P-&c~qbv=!#=1rll%@G@f>N#RA>;4%r)GyHeGFB0Xn7&vA{8IY&{ zcFq!?|F7|o!w9bbwNw7DAC;pD|Ld~-|7)A_=fVE|)9tBRHp%L~xvD^nC`O?ylGS{& zDneGhi)(7^YV&H^+S*d)lT{(NT&giK62w*7+pF;r0LuD@vgtCd>^MPwub>PIc}a`I z*XPsOc%i<|aJPgb?8ypxp4W|73vFUIhHm;7i|ee&IUrCo@8d`>im+ccw5{^|AE5%`WLzY^4ZbuOb6#5tT$Q$$LDI@>4Cp=&+5iD~f)s^c z!N4>7;7Us%_(q5tt7RW}J;1S>$^C%F-q|NpopkL-D~=<}E3PXr08}l!tR_F@Iyf@X zIJ-((raz_ud1k%B@@D*f$&SB%oQWD4?~Z7e2f?MW^;| zMtTcV)`DEmrUs^kQW}Dm0e~As(}Dyu)H@YGvjq}0>zi%x7KZGBvp}9&^&!|yQv@Ul zZX+tcHumZxj$Y(Y&Go>Uy=-d@@6jus-^FX@cqri!F7qk}%O{P)MEpK%4y%994#@@i zNF)WV16vyG2)9|t{Qe}W5k;u`D$2G5~uU}YKE8vwEoTmB;POio*@&^5=Q#|d zgJiBOP1VVy+E!g#9|hG^*nk#0?4_e&%R%!P+3M?r5Q?ALP7W#3+3Z|EkGf35McB+C z3kn2)X6Z9?1oZX&)YmLjdjt#|3#33P!A&+^HE&Pl`@n1M*L#p5p2p8X`5V&?D{hdH zMdWQv=6_Kh3tF;a{XyV3L}QGJHW|p?n~I$<%R6TutB0(7H|p3(Hs3=fLTN)Q+GaD>G z6G*H`hY{3XcRX1m^`$|n*7L-Tg|{9znX$~JyxYlNvn^Exlsp!4?*oN)uqO6{5@(tc<$s9T&CFY7R@U^^$nC0%Qr zwlVE-9t74x`@OAz((KjzI5M*G*aW+&E4VM(LH*fC2LS$sIG2*`xU95gZJA)@gtSr^ zEvEJcY}0#4v(Mit#F0H0GQ*%!VAo zVcUC!zyC}D%?K-IKVqJEz|jAhH010nw~84l;E}^ zE0$6!N2TTLhkj?WwG_06^Dw6|d*I+P25>9Dd#$;=_B2qPWPXgz_(Wqxm(6z|?|NMU zA?dD??dSJxl*VrqLEiUw*-)~}+bQqCwf?|y@=fj;aDY5ekn-O_1qx0n_KWj`^@p>w zvm>l@ZJvbjCkhHQG`Tl4KHZL^VG8Ixf_#ldkQe8LCozB-1_q4jt2?e{!q+a^G0Uc=R z7YN%gHn;~*VxIT}@)>VU#V?c}Y-pNY;UOVx<}ggm>;|>nfj5S+usCqE78{|lsTTFe z*+^bafw|(a;jH{DEx)#s&V+PwNaK>OWG!ijg3p>U@vo07bJKkw7Y&ZXuOHcbk{C1* zHXsLEUwa)7>uHK7p8dDL9wx4(fC&BkjWG`J+6iJ1sG?%yWmlJQUmn(%cXX z-oBc)jvi%Va+u_aI_r>$abjHBCMl8ZRKLEprgGk1IoazP9O(@t&U)~Tyrwo9INpg9 z9Ue5XOR+a)jF?k4d`}i>(;vQQO9_r=Qe-Y zsXcRL0VpBT8(}5W?p%i9iSf$M*=mD)^*!w zX=iFSZ)>r-%@Q-u;ftEGAi=K_e{GR=_y(J_r}q|X@Ilj@Ot0v7R{F*#z3<1vyEqSr z4sVu3@*lBfx%aK17X!X7%X}}onW!FS=hhFOcA?5QSn> zXL4xF^8{#Q;>xkdIBw^49p}kX=tgCjNv@ZVrzC9G;@nXYbV&GU2_GV$xN$$vo%)@8*kj45@pO#|3yU-XPybF7xSpd zFVbE+#hK_Qd)Zfd-28K@fOC&eeFj_0ib@BUdYP;+AI9Ot<~2a<&toEJ96hP8W?yb% z<>nbQjS1#(_vSE%yJZ0uFii!J;K)x^7ONH|jTcaF^NurGP2Z(;HBbJ>|O6VAtSHk{{m@xyC^4zThc!`YR& z`oC7!<5fz2B|w}_bN)Yge~N&F#@a>Y#-EaIwPp+OW#$&sp&YL;Ho3{N^JyF|=mT6} zHjv=OKF2mSs+D8*FMCksFxyQ(#Z|(w1n07;0tsLrV2kh4>}?#Y8wa~UXum&1eqr04 zV{DoIRkgBE^{WNQ?d7a8b&E?&`W#BLe^AP{od*&uwOLB5HQ&GKC5G5aT_00ARlw{t zwwGcBv@IT0vK8XNwWQ%SR2hh^_JvdkzVc zf3cRg?Hr()KQ!>XAX{>Bjb5pNTE8lKC1>f!fTaabB(9O0`YS*~b{ z=B>GYXdOrL+uVN2h%M;X|5d9&4y`)?`2({1;nuc3rZB&Q=ZiCCZ~w}l3O3zezD(3r zC;rMG65IUFUn-{zcW=4Ccbxh6Zn-`=PqyIi{_rtboPDvg9F=N(x~YDf?Pu0*zdE!m z4#PraVIFKt+z8?Ac<@`999X+qNV-$+nwqr+Tu= zH@Z7&O}CUUkWGAo2_RWEtQ`;j;hDc)V1GARpPuc|9{P)xnR2-Gu&<8s7zlYkf|}4D zEYsi;Q(GID9{5GXat3TwQP0@21Uq(yb3W{c%VD4Pb;)t>D-@XMNRw?(R=b|8;SZi5 zvMQQ+ZB26W9^H?0dI7_&-ps=|PsE6*fDf^5qXMoTa?spZAq}Vl$zE}7t^I!a!7*%n z2}#HtNV#RhLYshv!>R>2vfw=22c%Uc$AH9HeBIY5RWnh{&rD4HevYW{;qLO`)o(_! z|BBdG*wuP5NaVU(g}By28jy#ieAf=@0I=!ThqNAQe~dlzF>MZCj$~B3J5}E-;>u03vk|;yHTl!Ya zPB`rjj$;(4)0dy8ann1oaG`YVJcF&E*34EGYaogIm}ul8xCYaeQwt)fM+ zGmxJS^#P9Uz^#G8hEXxFMKbhyV`-{;>`Wk#=oScd04Zcdc4|;A>$WdeIc5JY?8KtO zaO*E#?`9cWG!}r?l!&xY015OH2+|IpH3An#Q;)*UbUsOZgW0NbVRg3{#<3yzUJ!%lS6#iD?grL>n!3jWfe$^KF|S)X-t_) z2>zB|Pyk%dm&v|QE0b7DtDy*Z)llQEA;<`XmjH-*#sLf1jyjbGdFTI?Hiuen<;{wJ zb5lBPKp$6RfD%90IES@A9+5)A8fC<7o z;u5#Q@F?4Sv_{mHf$QFq0$)p{L4c~&P>0t2Nt4yzq>-o^s@Kne`@os4jefpjlU`u3 zviJt8!jvY$-q;ba0<&TYV@70)W@$FOEO7!}#;;i-OL@++9E6l)5T3PHDET_(0Z39? zCABY&dySQaJ3JkueWY?0vlJV@WuR8uSPOB%e2$f*?VR?UUSC}tOVB>OL zXTABz!SXN0!JXv=j^$rt@N=w!+k_VGC@5$FLp;%12jtvpJM&L%1rZ^R-{#wjGWF-# zjy)&?0LZL7%KJ3O_T$*)xozyva{@q|53y{x$ECF}okq`NWlEC+n;>_AgIZ!5OBP7~ z1_#nZ~qhje>&4rDkwU)4mk)$*!9^0RzIG1KE^4Bb8y1-{Ne^%`~~-&P(vF z^Kg@cGnif5ubu`JX&KwW0%>+3t3z8E$7cFBAVQ0yH;|k3B1VP_yhpKP|MhrkY&@4x zkkm2ucvXM8Epv=VI{yEH%aO8dv^sM?5YKQsJMX!&RcqyJdGg$um~~lr7-C6XlWgI$ zmifV`I5yu)7F(QFOC#Ed>(DI}j^ znyy~J8g6>^2V{h) ze{FR$jUS+I^er4)S0t~7QHaZMeX;-KnTI)<`|8SgHhb8}C7SF>tBXHa!7-*qACC5i z93c8a$1ds2t2mqn1)#TVy2zG|?pphX3Niv_!$S^$@@v=XT9`HZo*NdcAF!8xu#S!C zUrV5B%?=@9>l+0NK8_(vrSP%hi~xEfodPG_+khHMh1#713}P!EokX(P!{G0zi+K(z zNS^df+dG?NMiBc7DEj3{B;ZJXI1C1R@8D)}lg~n?AY7&bnHMi!1E(|pIM{*h*!5FE zwkim2QV7jxZFC{u!e^sW}Y3$WWhs{pw%&#}BeyuIMRY61kbHdu= z2b*fyBw|kl5%fCfw)Y$?JGg~lX|ApPV2o-0CFn0_v~L= z*&dXmf9M*9fp)3aHGtVLBy-pO|D!(h8pQe8x}=UFxIK);vpf)lsm9nl`5zauIWj+# zhCI{+*bT6Vnw2Z2grE}9&XF&h*mKkLti%qsf|&QTf!Ty)WcFFf{a_XQaM6yuKfrG# zv?we_=om8#WM7`J-uK@j6T^TyO?8F>|5yH#=6|BfvPY^~z zr9bH8LS`-QiOl%OaQ!U?eoft(+1*bgd3oNe9&>QlLs!1D<<#^v*@nxu1js>S-kKv4 z)o3y8Io`EBByvNI6x(ZcZ9j?s$n%h}0e}$@FO$9(rcez66JLZ{iY_?0=Wo$$)%Cqj zfT|lodsloKIKbbUEy@B0>-!%SDyR)Da%DZVg?Xun&sc0IBx#FdKTF&|5;S#$V-b{+ZVQz&7tuF9I9O?va7F_Dk6Fjecox5ZZ37kdqJWlJG z0KEarKxJNs0>p(i?&XCOJ56!WW}WYFZhdsw?_eYfP0@EopjY)}!Y{*fkDn+K9^3Pb z%L7t;*U(MM((exZD&iFmrX#p$nepgGE!?SlXQ@4Y-2Cq}%wy>5VGEXj4O9bR=5eCr zNmn2vXZEah(2_i@Y;3wWhnEkG(4#5x&=&8RRqx`k$ja*yqH9-6LWy)RO#mekbk(N&d*Zn}@=a z&WU?xHD}!-3QaoI_1cLH9MHN!7#WhgX))qEvp%7LMR%E+iC24Hywm zE@gyCwyJR(*=ltuv>q3+UiszRZWZ{K{|1wX2&XJ5I;8OrGUaJFRBn1swiy{X09eRj z)F7B+hzN^euF9>a@noTM_p}MLD9ZY~bO2CmeZSL>s5!b3+u>rNCw0_@ZGOCAmLNN! z9G5W3Q$*m0d4A8|Lvv{Ajrxb8J7FudW=pJ+{%`ANp`!W-!lilrF%4`AkPQHsB%+ZRGO2D?aB?53(X1Rc><{pdDjyKT=~2+WRKqQ@ zyuiS33mL$Ef+$t$idWZfjFIS&yg^0vSx46hhDViqe=!%-T~&*jcBiJtE$QH0 z*sx=nI6#u7DEL@=oY)_DA22B|b9Em=THs>R$zaj1fffmgSv@jael|*0 zp&(pR3*VYGDR9(&QRSfElc=2(ftJeV@1x5f!2!#~lXnE5TLHO?uO?|< zJn7i1V@Oo*D!{%GYI>ReT$7Z%?nJ=cA0Xj(3Yu3S_m*}eD1*c3v(ga|4s{g2{SBF3eGNc zIY3FF5070n&->>dndGWS^~i(O-9YsT0n-ffK&-4a?f~uU(1t`4c{p#myrz87()jlZ zOyd%n^&tb_Dp0~w&gAy)5vm??7fSTB;qNlSefWK%KQ}ETZ-AeTQX!H{>ahtGxHoD*I!s`K1uZ@$$HGw^Z#1mQJCm#K z4yBmcD8G-y>JQ~tCZw)ioj!ow>Q7Jn>Q$trwq(s;L4lV&^iDRE6e+JLN(2`$2lr#; z*Gq3uzi)obeV>1vakdX}Asf8;x%|;iXYY3+&Yfu%CuM8zqMzHT_N!1nwLLh1=EouO z$LE?+TVYWk{2}4A5QrsJG~K}u4>lJvLXT@No0fXkBKo4U!nd}*zrTOnxgushc;)eMw~6Q0hqO%vF@(YCCBZtO2aR$&DVwAY9Do2I4quF@HgA0R+?8yups5Kjk4b{}f$GR4`O(6P*AgRR9jQ0o9m>S!?wu)}zS9!t8Tml3k5_y&wUC>$7Y zOUCZ^;-v@%@9G}=`8s<~V|p+v--dO|cir1BIv$4Nt@Ryzt@Vr7lq%q?X`ZumI{5o` z>ldUF^4VCtp1`Z-ETPG4*q6t*ZhUD|slPk+USj$yvTU9|>ms+(p3i2`2__Bp>?Y@t z1!ix!HZqH6j7FNsbOsCe4ojOb1}x;1EhbLV04O2AP-p1v+l*WGEdEt(3>nNIE8qHH zNZE!P&F2%A|3c&yd*;$j7!J$5;4D@6=U2?v;}OD=KizbF#DKPeES)AQ6Anz1m;YNW zkgWMvx7C#3&rKosao5LB_he6N3gi8!YdhfOpTwR1y%yL#%fZaD4_(%4tUVh(US7J) zH)vbH|0Vl6ga4y8pk~&7U0ht;Ad6e}T*_;(?rHmdU4kgEh*n##|09_6dnOpMU(qAe zE!(u~N%~JM(~cO21OKX_)*P5EqY+X-&&*pbgkb;*De>KoPXqq1EtdHYRgj{)UlBLd z4~WP=b|o`h{1t@0_`RKAe6Z3YC@B=&pqMLAM-2P^nwevw$n6I9p+DOQjPMQQC4W^c zk)F>!T|9k|)y9e6pmYCKFwesSqj3->I74zjnn!6@3f6s|Q^9s2rOnTw%Sp>~^z(4r zUy=(~J^w1m(_!&943iiEbmeaU5!Hlt$*rSyzLaB`?|zP<@ytx|uGQ zE@*ncp!a|7B3v|m@KqI=K56&>1=~NzymHIaXBx3ujWp;^2DoDWcwvCKQbI&hH(^rz zU>V4OKI&pTb`AX+o#PMM!Aw|6Dd`dcLXD=IRi8#ju%j>?CFJSfX*vcKq73 zWar`Z^z_K|>4(ShssY7>J~Nqxz&(r8#gq_Mi+%fgWNr+)=yWqJkj0C=aN^&$CoYgN+W0`ESjhHb zVMRSO6(Xlw{6;$s&lOW)9m;Ba#L{W_pC1cCR}TY&^7oSX&2jfa2C8zC^1KKtmzX)= zmIb(8N78b@f#y>0>Wv2kyPmiMcep4+ic{>SnXZz@`fq&Weo`H9yWH;1wKXGj(SAt% zXG_PJuPEI$N4nD5tM&)(3lIT@5^#OUWBYZX->b#ETQXQTucvRDo10@9vhvEiJOEef zI_;=CUuWf80aIoGcuB$ZSHApW!H3Va_O+m^;SWX!yo1r|+;R&N(|@ouSr5${mIwX} z;!E+zX{nz8XlUOX?4utFY<7rR!nqckU+6`f1zZwy&n$Po2=S1%z$00>Ya!!Vf0G%G zYWVZ}3bB4V-vbWM*803sFtI&$pNbPLo34XESRXH8>+ZOQS99Gxhj8>k`uEng$sW-M zExq&XwcH!dBe_X_`^<3igBA4m5L9%SXI))W1GlLAGiACJn5zc!TVg**v6l^ZMUuP{ z<%w!#z#qoZqSSIVaxTaJ?7nb$z0S<$F#N91q0}lp(#GN#BFN|9r)+>+uK_u8K(`OL zY%+B!t_4Us&~ueZQw`q_3M3=HxFj2b!7YoA_u*{{8E8qQ$GgH?9_t$HK{_ahcT@43Xinc$t{8URkcJNUy>8()uz!ADVNcJ$ zk{Ea{^CX2t&)F1*-Kuu=?NnJ2deul=;Z`+7dm7GS< zDOl}-JgdWsui!p|Kd}>gx!85tND?k1KR>@gnPi!Vt*uK}kgB@^%K<~|r^Ue8Q*j)V zP>Lv=6upeuFt;#dT#0ggU#RY~SFGQ#s^e#u%O7~&RG!7Z7MsU%I#D#y+XevLO*Bce z-N#L?JzFZ+KT9ys(I$|Cyx?qLC2fAn%R+GUcgbggJNky4b%WTL5uj@ zZ<+S}W=gAbo|E4Eq%v>o`h>{@YG&qwexKw6FBN2D1?4KunOcxCSpEPS;7DcM&>cmyAX?C(%W; zxkEz|qsbuXkrzG{0h(P!n_pL{g$sv)iY1N5&sGwK$S8yCD_t|Z2_a|)P+m_2_8o*? zYR}OUAD$eIq$}y8GejAP)Qi}v>$n(D%s%|Q^R8&Q4Y%nodMkdBM;LM1vkBQC`nyfS zpWuA=J`>ylA&0@^`Ge{2)M8SCQY>k=0?26hMhq-I7owqsL#gvoIxx4 zIafEgh%-_SU+5yTOZk|($P#MLQ2o~?p*D;~hHx-TVbveEdwN9t$`@b(6iyNKA4qNr z$RFzA5XmO!Cen3;p8A6GDPR06lyjLf^5ruu&r7Jqgoyf#k*fqFr}D@sOd_d|E|*Rb z){Z_fQWq8)-i zkIN-4r(Il<1vFw?cek2Y#=&cu|A@>mlOnW) z+Q0icHOU`qkYGx}_5hE7b*??4*EA(tRM9?}EadJmf@LqDD~hdB=JxG2q~j)HnoR#e z{#F)fm3lDDCG+M%TvS7F{`92n2bPo<=wbJOLn;TC7b|_LkJuiEH|t|I;$mX0Or-R% zrvgUwg}ioga-Ogp3$#Noq`#F*@wtGWB6^qeRvw&0S+0{hs7eB_5=ff=OkO0y9b8tobz=0X7lVI#adqG~GZpjTdda*?y7&T~f z5TBt<^UFt^#aU1{lgDlkVUSV<=nP&^8?+p8Dd@;+=e~EZ51@sHfH8>y@cVd?W*EIs z8Qr`S5RX@@3!=rFzVnGGGt`BgkSWqLKQ9!(2_>N1QI_>}G{Z}vZt0|<`Yro)^_BuW z(kDz0&@2U$1GQM`xfV`ON3KISzieP9eeW9`8`5->mdIR zOwi=r;Z)qq1{!lGw+@tzpu_nqvVfo=MEA!SK26IN#SxiFlv=1#NxGY|sF_|Mi^Qnh z1v3Eg_e7y4t9_`PGmv)K`@c~dFDOJkS3?Inqm)C^J~*%T&0++L<&X7zx+y*f16Llq zEu_Oel7a$9T`HpCW}HN3*Z`NW6*5U?f?9mQZX_ykKaUHQ`x4Qj7QMZVQHgm0zF#y^ zWigJ5hhCFUpSAK#xk;!kyO16`#xM~mnm`YE3gEV1=-fAOonL@7_+uLS6j9mg7;;So zqmlr$G?;asFSed-Kyrb5413JN=VTvfUmIgqS zrh&^hY^lKBiEa(5k&r9iBxYYc%n*URFB(8CcM`%QHYlM9NI}TJ9cyzmEnKFzFb$a| zNRPy#rbElgd6w4jE(YX@|BT_0zPVE`)AR{ycNnjGcJ@RF(9I^G_G?70QvmyciPNuq zymCmWOkXKSP5HVI^fM(7PeF(LGa9!Jr($8+hO$a;VG2BvfZR$MbOO~J89JY5=`YJ_ z1``$Ix5o1|s8#;V^W1C5Hg1Zp@%PI!+HnN@qLXWw6NC z5KYjWh~5>aKLx^?^9{ipL>mf7zuF3v?J&~KrpZ!mhCH3q92r6nnA8d}5x3#C>rQgT z7jubY`GoS1>B5VXth=~v-G!_!&n4&8=UU5^Ghkc+T>N0u%>VsO50;EHOb{)XEoHfP z=4J9@0jtk9!YTLheAMLiMH9UN*9E6pOKU~K9uqvjrSE=S_aQKgRLph2;O@2q-<~x- zDjxQDb61olekF8X$HgX*fNBwAGcF_2RcVv~bz3(9FD+H2=0BicE3oy&ThO=(B-0{h zcW&j5{a3)L(h9?6z80!UuFa>sL33^F4cwC6IWEyDKTr6Db>gWA9E&&I2VP}Q&v-&D zX8Gs%h-wcD3-z-|=^|DCu?ki0)70DkBY4miE%UMR&_~_U;T(e22Rxz$;D!#OQRvp~ zYBX{G%E;%bWDP#WFPpydl#up{5$b?bTOOnd`Whs!-eS)WSnhlM4boo=Q}WKEkFvag zmRmo!g4Yqe1X_yGK_LjoF9hT!(~nh&;Kd3taiVG|aa!`l4Dk?-uV3CJzFfFYdlzh% zBFZcATQsHe)}&oiGFBajA`d!}NIA|c68PRD8aEur5h%wg=e&g4k?e(26pqhFaqde> zvNXFhnWBuF_tzLSiPtrHLXyPu^`U!-G+HiP9r3{J|<_J|+d;@ALg)%IT zSR~oBlEVbmEYUcebh8h7-^ayMc1`l4sYBeOb=9C@_kJXm1ex(fFZVb#)LPs&x2)&L z5j%hvaA@xj6lf)0c!`x?B;D;J5^%w>?lUHiS!A6Cb3ZP%W6HQ69xD{)irBOWnQw)! zK$CAaW*;LD`2r=@(}8KX2oI0rM7q8vjR;>=Ax}5+8(y*92)Tk?=bc6Y3Pn@=H9*XD z6JH26A}2Xpi+@hmUG^=xcy#1|(3b$Nu@*A+_)a)@fWV(RWw`;)2({<=6@$mP!N>Gp zIqWf13U?GTiCS41q2ueVz?%w|^~HnNF4)>q1M^$k+be^4fPl9834z=n5FA?I&l>&| z;P9xkQ)I09C!;{bdykKxEU7`K2u5M?0kOW)#2U7XFM)9*$vRgfn!)B3-N-m^5Y;sX zh&0wjA`(@zAfZbHoOe*Mgo1I>4T&J2YOHpj6c?X*t%;Jc7?*M5GU))LyJeDn#We$!D^T;G7j@T%Y!pGF5BO$C1(p=} zEW`n8{#J%jM3c=M0Qb9DOYt1{*QE4hGxflW1CK;?jkf+Hx0VccfbsKEoEmz>7&&`H zVR#MZbVoaK)fMWKRcWnZnqdgpl3F zZfbJJ3(mdOO|4GIB?1j3&=>bgjldD9qW8RmZo=t2P?4t2fGkB>Hc+9e!?HT3pq0+} zQ*hzbVHvT<4dEKK;9Fb!n{9A`OfzUiNb@_v?101I7=t~>VwQ?ux zsr_^wIhLId$n2(85~JCtYRB92V2nV_8`#@Tp^9$9<-m#rwEJfthajSflK)WRY2tJ% z`S^yYyGv$za|G}qkSA#8PTkr|&*$c97f)RIg_!othm;6QXW$;{I@?>N;HrWaA)Uq_ z4hKJ{@#%R#FT%zQs{CM9lqLcXsH5g|`f;9KrS zQe+)`fzbjXpcbp4{tTWpCS%XN1f>}~Pe^I^yNA28vbK`q;x6}Wsl;^Q2wVnjVwA3)MyiO>T;rNn%sRM`51AuFzX?vxpr*B4h^_$W#l|wi z{TVd)vV-~6RV`YgUx9>iY9Sx8smjcf8~xojI51eIq(;~cBQ=+@O=3>;+MYJ7F@bb~ z^hK}vgz=I^l;{--}CmZAgp)xYM;0q=Zr=C8`1BwM&9K_Ya_0z8nrovWjmxCC# zXO&C#m5)tVESsSOu&(r3I=}&MJh%+%`QhGSJ?wshS_#&CQk1t5-Naxv;ve7OOO!z3 zz6Z4BYC1GOafnUY4wV>~ZTHBvj`)ZN!Hq{TQRp|x77bZoIs95dmb{PuIGj%zwOvzp z+sAkSVC!lfL9d($dAgoEB10YogZQn>X5v4^Xj{M+G^7-Os}6h29ZXk@ircU7q39>< z4yB#Aw@CN0WTww|W1hS9=LY1O*gaR!E9!p>94wY(nSlb74jLGTmy^)fW94~)yzZHz zC-3G)avpUMe`_IT=kc+7hplSrIpBJo&q1DTtzavQEbhb0!CSq3YZNEmf1Pu1w{S^{ z;UVJmdMiAh&a@RC9RW1GFX~!ak z!;-$u-^et5GT-B(OO@(_)7EpdcTI_+Z?um5a9kj78t=S-=P?2KVKYPYS*ywJG>)(Vh8j2CV0_c@qtu3)zm`MtYp{QO@AmK zvA$q=!6xKQmyT_})BByru6#5~bFV+UwWRC5#-9ssZP3=sbDHnAB<7dLT>pfTL*0PhAPfuhUDQ(X@qn$HJ(4)RjKx9>DjACErg=#`CTM~A21bf~7JdpWKhns&o@kMh+``nO7f z`q7}n?%XL9HmyvSeRHv|GCZ-1YUTI^Q=J>xO?++V%%4ZIXR=9T_thFh#`>)m#4 zCpFi)eH-gc1o48x-IdAnOAh#Y3ECVz=mtGGcY*_lgn>f>H>aL2nZw-$U*yRVRs18j z*NS#Dparw#a%eNg_0`Je$K>nbJNa0j->$l`>Z0LT%gV^rAH-c3lCU=x_T<#8B+rvG zs4gJ4u@id0R&sEq?nma)`x4kLZ99k=1-WW%{4P&Fx{`;HC{Ggwbq&VU27D5Ikw+KD zdU8GK{qKWPpE(@gf^UBtzA)r)?9EfHfA3wn;DJ)NO?V`))Z1@oZv}IDPkUi<^?%WY@8jC3QR9 zRkla6@4glahTkI_nEjrzlo7NIaqP%EhvM>-FBP3Q=hgQewXC5Nh`}!#F7@@&OdFkK78feij z`(@_2M|3m?UKpN{CWqJ3BEu)UYQ?_2CdmQAPxFjL{a32`2=QfJT*SYFVyl1=MC*)< zjXxex9zTt;P7rYHA!CL;06t#YgCiaNN(eBU8A=+F)Kz1gFa-cw=*>578Bc-t=N^? z?`7mdIp$N&H@C2ztBO|fPt-+LB9V40#~juFF$LQgli|Ewzek#qJUu;!M+|SjqwRVq zeqE&&UC_0W)2B{))E&UkS^HTa3>G6kq)Zn13}NY(cAYPz&Bp~_70NeJuf_=e&^||u zb?+=r^%Zwj>uZY&Y`e8SRDedT0pFWu+8O)T+`kV8w(Kq1AIatz5FUrj*H!Q8rFTug zmBKy;n#iX-a)&#un0JZ9pD2}a7999E*f+V1EguSw)lpm#y+O^*Y_T#~SM1NzYDrU% zm{d(DKgSpM+Tm2YNm|TMiv1}SV0{iwq%|}a6CKhayJGI2)nA8hX$?*>^pi}?iq%*L ztE*`}A<8cpXC`~fhrk87CTD)6DSp$5QT?O%?TqLxZZ_>;hdFNaJ*NsHD>-gXx*QYhIJ-DcXYTnc9&qoOQXcHYCJ>c)dUK7_*DQXxxOQmgwk7E|FySAwbJjteRV=y`MOeM{N;NtB^9QVte@?)s1K)Y z9<3*DQ}5`d7iU~(c(In9MHKRecWSJ8uju^(_=+WjhL2j~sX6a5T6YjNTow3zcNz=* z`Z~%1s`hy6cuk!*=%`hXU@yz+?U{ulTjWkOHM>B{Oh_=Xo5i4$Abn1|W|AC#OQ;!u;J=pdIU9~<5IWsARkDiC z-m8deK8!4W%iaM zhv{5&*ZBGP%|2NcdGa%ABW?6`)vMYkD-9U~6o$EDzL>ZJpCF3y>E1)Y zM%sEFWt~`a42+Wq-t{4mwhl;jBrRlt^=f=YBR;8CeA(+MI9^ds>{N5BJwMdpD6VV%ui*AZ z@nWwki;+JNn>6o7pkJoxn#y&Au3mnzgKWj~uv)NY@s3_y3EBbJ6YR9+<+PHoQy)6w z7EAOM*N+e*8XQku=dE6_iTj%Kfa4=}yNQ+50XVO`~ z4_0uC${hP6@TcITtN0$N0#gsViiaz)Tr>z*TT%(rQRY>W%2$+RzfpnEaV+$=Vyc7t z?>m%f_Qba9<|}tjQv$~GhnqD5H*^LXLO22^|D>C;E;;Aj%R%s4Ku727)yUB^Y|Q}vo@3^3i-}6nL`m4Lzu_6leKRc6KdMs=8t1=f z?;{r8PT(ut?&IS9hZ2VRc$;_pwQ*eLNDb3n=Om1W;R@YH-sAL>t~XD7&Mg<&P*h=t z9FyG^v(H+>?V^kz^|8?~NYK^5*{>(%fQ)DeEN64X5HH6+@yQ)W10Yzb5c*2;THq{r zCd8#-;O#k==!I^to~wtmYhI5Jn3w}{2Lb|HH4Fi|&FjLf&;ANcta^NSLGj9}As_3} z^zKPLxKZ$Yj~Kx+=SUDdZN(|==su6D&;9wd=$oZAunhFz4TPF2^)H929L0mOTW#lRE_Pt*R8lWzb9ln!ytWRX(!qE%h`RD z1V-&HqV+n8)3RG$$YQa{Ib}+NRgNT2BLj8H2{neZVIZONCzKOKpl6UEGScb_>keer z#5x5A78N)N;CS<@&Pm(xW&@8#IzdpgG#K9?BxlfSErI+1xOt^p^|_#9EMcE zN;Eo<2$DJcI@&Cc6L=3$W<4if8L_D4U#8;83T*oL`ZcFcjNuvCLwB4hh?F{?a?#hAZK*n0 z(DAQ@OMJ{>7m_O$84%*=MZ&i(W-V3fs{!?C832~I%M>SDnEG??c>3XNdPWq@El^|) z`U)w65ZMRx=8AF=piD_Q@07sGa6j@)0UGTn1t2O(NE)3;_M4xeTbI7|Cx(fH^KJ1LTDw#NE{x;$dWqfNV+A&DLd(`x)~QTv%SZA#mLd3pJA`}*bV!q- z6D*KU(#IEOL1qss-IJr_`_%0-b@qHX(9$v*-~K^Lo0$}Fo*5&_|DRmwkkJP?2G(KWp*`3w1mLp~YgUz< zA54bFZyX|ABY79r0yP+O+2)=5 zlec3oe3X@k!QnS`Hy|1P0LjM>)^f|7mC+Y;t~rmIamW89FmRi=nLg+o(X~e3Ifn}R zk^QhtlEA5Ft#V5O>V+C`v#GTZPupg0hZ%23mE@=!o6$`SfB8(VuTi(Phe-&+>gEcW zQ#OuKETc?ppJ0XwU8yMZxjT88BFdb1ez80jL235bID@ zZpz!iq@G0bRAv~iG~GQ!2nsB;C>pglmmDt-j~s8*cA!J$6+!>8jmBrO_NGzBc_cGI@vz$5uZ6xB)ALl;T<)FUB5fJyWNCmaHz)E1EG1{4Xa;mR^z1Jp67 zo*+L$^~JhGIEgTC#EbE}#diT;Oz@EfzynlerX@w6Z-*ZLJ4TLbLYE-f%^1w^`R*s))Ge8`Ti5 z(x4$Qd|42tTr>ez1S#zQ7Q7i6sMYlyw+SsxY0%eHzG4lzJ3D#LS}C><>%lJ;R`J_b z;&GV;5?fZ&kX>si{)1LPwSdqt48G(4=tFXPsCQ=F%I$_>at;LY3!tNbs80dkLHEJK z^|PE~3M86Obrx#X)&DpfidB}Z!?TCG%sKI&!>yJa?(ZW+(OF1gld=4>?NlE-pwU3f z7OEj^kZW6xz7&zU9kI~WCg5qt;nN9Iplr&K&ZR2N&@E3wF2d)2#~c08Gq`G}l1RUh zDX#AzgM!FX)fWbMjtMZ%k+wM?A52A;F6&O3Xm4aqA?9as*SamWAFc4@Wu_phJX3u( zX?7!d1*60KK4WHBPkf)tyZR)s5T}J6m5I^1Zc3WO--HU0i4v@WADfdj{-KOk&AbXj)}K~IP7Lp!iL8K|!X-O$Iq$|=(TtHDJy0?K@Mr6Idwr6k4=qaUyb$i^=6 zw1bD0r%6)jtDS(W@9Km3Uh_#z{pYS(EF4ExUvk~|GE)`O;|N_Z4}X$p3c#N8Z$pKd z>IkV0bTd%gI?H)F5%>&R#Qayy@$T<|(o5hI>*bM8{0q)w5Qzq}^rA$>{SK?{$h~PL zdlLCvxU_D|lM>9`izp%(xz0JXB2~ry4uqj2ORc{-IY_i!u?5^dcgxxhuR=>-` zmsCJx^*~Ak4{-0~WadRf>F7nOGcqZVL9E;R4kTQiIxoq8O6XxP_$5Th*Fxyu%9ehM zQJM5b$}{m#{*Cav?gLg!z$~u(zqwKq9JIS`E|SC~T;2+`(zPuAiUrVDpS6Z~*xw-GUr^z;8K=$AUZm7x2~5IE6)1W-;43ceXAFU$QqPqp*{ z_}havX4U~taIXuLXX9WS8f|H;S{guHLkgmPa)My3?o!k50)7tL9l}s& zc*+LVIpjZ}F$8P{qU_`KRY)j*9fb>GsHLN!T=Ehn9h<*?ZW&jRRGh2%2QTgq5teGt zp6;BK<**8U{)5apXQStn%p}jJ`EN;xtW}C+XKkSp=UPp{c1S8-v+X|;C0vz6afU=e zQU*w)xmd#!xSKbsfUL|t$5Hts6V~KVo=)JO`GJJcn_z47=|?l40O4H(r5V?or(bU@ z7mc6$Ke)c;2zp#+@0yH0DF7ud@CikFUM_IXvtYyj0qYu<(Bt|e0H8k*F+g_&B;qKr z6k2Z&v}A|wgZhv0v);26eg3!qPL>%_Y)4!rcWeOW0>3jSB+w9i6mH?dMNiM)x~|mf z3_*>Jw^P)WWE8EL0HkihMH|0ZB5w!^;3x5mG{nzZY22Gt5OmQZbopcO+=vEA!8Tg( zM&doCo1pjXng-3u1kkGZl`w2ZdHgBbooYqM@hbElGl;bFZo4xU_S&w~Yknp}Bq^?}Qh5y3kMkyQ$8o zSjT6d3!0>3kKpOeHA#ceW`NUQR#VC5sRp6)K!X~8;B6p`dP;Fub{f(Dh`$2fNtXnE zinoVcfyp@j45%Kggag#*eAk-D`fE1=UIipjY63Dz=Uq_UNuf`kEP-=}`w&+s7l57# zdaW0a#c$6k|1al*@JU}FP&yBk6{*29K8(+hY5Vas78o`IdRfc?)L6`BGU z1bS=rG@|P`IG`KJlqQBvWKI)w4XF*NB2KN@5@~Bnxa#dene@u;C{rN?5tp~nY7IH2 zFG6^y5=ntMjq-fZXX7@$7EjZ_!|8?DP@oCUGO>$BDv6+LVK6N@{nf@|0p&ST&92>h zKZ!qpzm~ z;=@P;y?SUW2CdWce9d3f=G~{O>cKn5&iqI3C9ZUMN{~=aAC zQZa!jbbVh@kzBjWoKy&!7NDa)D1$J@I}CHkeG3#9mxJ9z*FtK)G7BBCTC)ZQePWWa zfe<-4qvW0A?C~z`UT+{$C+jY#!$S6$d57Wj(+1(o0xj@}@08iwBU4Cj(^wAO!^A8m zj8_X<@OL`iSP!?TcZll^)sbZ+tfY3VrL@w)%|+ zV&4`M2v49Z)!`Dx&ZWnQaw!6f@+o3YSxW`@&wpBOYlHvkxPiUzDAlDIB_TVG+FTk&m7EfwzQ2u_kb@7eP->$|t z(hGguS&!a>6Ls!PYkG@W+6Ov#L*VE5HvM*hJ0efrZAZmFT0ME?V>tNrl_=LsJaF|}{QB~-+jFf-Y0qb+3RmY`z}QVz z)3tq9ulJ;(RGmpIY2@kJMS;0y%ACl39$y;?J6hfBx!y<SUz=-X?vYL;iMgl?}b~PPM!Wvp1+J-Nz0sSj0!i!8eG(qow5$*O0JP;2tW^Fk? zoLsHaWAo`1PMuVwW`UbInl&TU37!g?deGT(_xR1Gm8GgkT7l1X%ljHU)B(pijMD8+ z;FdcGd8{U946o`onVf(O0F?MVHg^(4XX9G?Q(@#)`9WOwwzWk|8Ze&-LFMuAn?`*0 z#ilzQzbg+h(`jJR;_*-OF_wSy%4(Y^cMZH*C4Tj;;>R5>q>LIH&;uEA-i1M_}Ey;WlZ20)AYmq5(|H zB&$}hqSU%8R83U0v{VX}n7wpvOPPvLMwjC-%)|)Y21G^|hRo#UL)lJ`8mdLxJqY5w zb(kCHy1ysS6uZauHWZ@^%>13W4L25cTZYwB`KEhw(hFpfgDgM{ehk1##~sh&m`>2% zYBD#D#M{uoJPUE(PeJ=VLCHJ~DPIEr((RF6+H3yMJ*kD?fW0(;y(HrKqrO0`l^wg1 z5j2leMAK1TKOyP7`e1h=@@;2p%uxptnpgSCjxM78AqRybMcf z1#1F|%hSW0tR~gH3d=QYs@t*qnC7D!pegVZ+?Nc7u+^!(;tt=`if-)K zPfEd*Ab;JG&}T|jXoH12+1v+dgX*CQAcmlnb{E_7K|P!`_C7`Ub_Z|?ps>RgB%`{6 zh9W}lf^?mlMT3vPBuA?#%wAONxeeE1iC*JznEmdwj;t9O0QT*_311DAi>Um{n}NB% z&GZeUbDx8#B|8o(fbOq^3)i{? zM=4P%krQ3_Oi?E~gPP=*6t-+{XwLmCHpD%*w-o>aTly!tRYFk0TShLFP!YfeEeya>wIr zTv@;ED6O!_wuHSs^EbWDfsgTt<0vx;mOQyKMfg=S5eibC-0l%r*nxo%x%de1aP zSe=iN!}k^FGr|6c2(f1^0G(82G>^5LCP- zPBtBg{ee$XO_I78(>NK1!csUNg3yQU(0&m$4Fctx#B(@zP zNhN=wl8?skE;y&o$V#5~%AMjfHYzE`q2OB4V<6ey3w2f>#OrQO(2@&JzX9hqKsn{! za#S<+VSU-~#a?8$@n{F5BrH#pXuFwqvN<<8O6cA!dN&O0gBOiE50$H8k9CP&XfsSK zx;R=5`IGMB236x-k7C<=HyW+mXWnJDzq*?~bKCO-{b&wFT(}wy&LgPa8??5E#{u)( zx4^Q@J>OciB!W>fi>?M0;^cV)g->eotg)@;OMC|&n@NINIv)ubOd^0v-#6By;x>|{ zg}^r}aIzykK}YJ|Nw)d&mU4RW=*eyP?IRsE;OzEhyl&qOcT;j14H1oGx0-f5XrvD{ zO*$v1{zl(R$;4$1Qc^i&SPqa5R?Nf{n3IxTGJb`VdKT#?6%eRegErtWKZjWHVf9l0 zI`7k%r;ky~$JtOb99{N$_nh@|Hv*~-m{3uHmdIg_PhBiU4(0|j7J$)% zaDFL9y_{}M75Dli2V8u6`(xO9s;%0v_Q&^EOdo^({yO*phs$V~oR7BR-xwot3n{CY za*ZF>a@_saiaLS5>&icr4>sIUYce!AE;;=hXp=y%q5yai0ul48yQCC%#T~mhF8-k|0QiWN zO7B2eGLg-$4ZL#2%VhmuD~asaW(k4due5gj@db?ANgnbGBC6Np7szFkQyCQ(o z?!#4@#_|)~dTv*B+1oQs#a@H0)G(mE!mURzja8Y*oPY)f4Zo{*!NyPjYm#&i41@Pq zDi0GB+q{O7<}E-hOF%|oFnTRsSDMi=zM){DENxo^K;xWDyg9pd3!@7T=vEyj6y6>y zn?XLsJBi2|L9v6)DZ&pA-8-X=1NT+*bw2VO{BRpimI`V%<4nLfV9I#5q4BZU#~1M1 zhqaHUU^GC-1o2KiF`7H-%(U6=28NV^Jj>?Xhk%pm0`Vgyr_xrX!24k4UkvY_c46(M zeaE|8;Fp zT9X3%qoW(zTW~4k#i2i?9J?U2>U&1*DhfPeP#B5GpdN5vK{p>F(xyXqR5l%Jt}C|B z3}o0>E)vU|Um6o-&&2;p{!Q0_3$nJG<9$78Im8y0dPtVR^qW2d*{ma8C*Y@b z+akteoM)_f3ASDpBNr+-Z-+l$J*q;%g4#TUXS}kCU-6q5dB9Rs@+`UjmlYpr`HyrQ ztrn17KgSkQepZ(o9~;0ri}fefjHw0_}T4`67OM3 zAnf{Wm)?rsr$8Djyxk^t8p|DTz5Q_Lik9%I(`Vwj8Ma?_jWXSsuShi0d9CKhK$~F0 z9Y%n;AknX3f;y5)UY;(|RuN*MY}QPNtl^hPgBdW8>8h4bSCJ3&A{6vy`qV>@j32pv zhHqT+MtwCa=2vq}l&u*Wi*Y{alcpDC&B(v69H1*ljAq#>(mKu&3C}vkA~N0R*1ab$ zH=LF)0|)%X0yy+h+d`ZKJEs3YkC$3sW5u_bi8|F4a#tH?fXuD8MQ;-{|R#(S@ljcczJPJzNlkppD@`m!fnNw@GjoC*)84UH90!f_HZ(H#}JMDfNar9yN zJ8BG2tJ<$l4C*&UJTj`jLw4zi{Bfpjs@$CxF|%&Bsp~HZ+3BPx2vw6V+D6ivoX-Vn zpF+qhMKLbM;Zq5~>&iA>!-LT(1cBnTCA&@q12)e=vnUDrHyBlnf+BVM_PcQQx?u7e z#i%AsJ$!V>P7;__Zvb#}GIw`ZsEzI)6mEZi&zQE+CH0(+-(i;nXtgk@5PBLVeq)E~ z@NoCK?1Y>i!@ zU;jG5M{X(4ST-3`b`g{LP5dM#>e$fSIYZ|5&q1RAT5?>2gpC4O0wD{{RFRjV;;e(rjljfFED4Y$dKZ|-QTc4*F2 zP2XH?6S{?vn185&lr&PS&DF0VuhHofR^uR9p$}Z^$YtY zE_ks9Vf+O}&X8x!1eYL;5il)XSLQWIw-a?p`8nmkbl1v^DW<1tB4ch~j1F_88RA$824^v@Gu09_<`;@C#Eml5>UZ4+*WH6G*v?ad-)?V0=sw z&Xcd|ubAR?sj+FCv6dGRd`gy54;tbh?}eHyLvOkrF-JrEsdKaF^6snO4)Gu+gr;>J zR~gc-0ihlHzFX|&rG6!YK}ClDhC6DioS#_t;39YkRvj@$AMoIFDqu8sTjiE+t`ur- z2vD?}XkwNBO>Iyq^l@&#^5qXN_4RvqJgV1jfi`>%gbl#EvJvEWIEj+^HQRPn={j{l z1}U2*KC>Dl_a0!|P=C0){8C>2uQ~ao9<8S0tAn7YoI}AwsJf(_gVd9E{zR$T=51+Y zFrEYpwXzi9P5DKE)vwi81IwAu`>P4#_@(5@u@v3kJE$i?9?MjxSff)DYc8S@aU{Zu zU%DkNl=dya9Uhr%3xhnusrXyGK6Ip~f;HI!X7d3`+vb9nlEi^a(UxM#hmrmiA#j3I zHs_uq;4*x#1v=1ePw_2WTlBq{-Bw+OQun|pR7E-BhhWYRUu=rP)f%)lfZ?QqdWr@r zxFIma^GY@Acr#UWn)faw6`IlZ&80KE&jo}govTVA9HnoDfJ)rHHh+f$5|3+sMz`<* zwzRr(`VB!Mj#2UJd52Wv=2m|I&%3Y7tf_&IDw}bvo1;n40pE~RCb5P>BqSH0Y!9>O zd)f&ESn*$d%rh?tNzWO(fa3o?<_brw1CFyb5^xj6w#(iIpjnRw^$m2I0h0xSl2i8k zq=l}yyAfnVXbu-nMYcfO+t(Qmgae}bYtHHpq|{z)intNx@gOkd8l{qV+Q1hJ_(_vj z0aKR;hmkd#e%bW^=>0F|5Flx0*j~B#J7NKcIMj*a7M*xc8t6+7g*D{cc{~0H5@~o$ zSi(#h0znCYQ-kO>{Up2oMV=bb7Ax-C30PU-?U5NqVLD2WG?t)YT^IasaHEk9&BGoJ zOp2ozI+o~3uN(Z3N!T`)mj_u9Xy{HSTf9OoAVgsa>#kW7zlHrJI@6zFp`zHiCTt z`E(}qiDGBX4KK%^8r>olk}u5?d|b8>Je)Y>5(^d+X9zm&VaQxJ;N2!vk8~?OLCJs< z1sLj(wo%H$BgY{ z$KIRAL%qKLD0t|+3iGerm?Tf~@AP8~~{LzZM2B_vz2Z!;>I z3QZXjV#>ZxW6Uu7@4ko5`~CTRAHV;;e}4UOPUqqD+V1PVmgn_+Ubi?`zSOsPf3njT zVOB9HNhW&Ewg~Z4pK(vVk)T@QHdZ6b>up63yRT5pfo-o${rV9ij^d43zu?}(Z_0F% zLF<08&Tj3dqd~r#^2i0PG73K7k~R4fjqxI{1OM5Z!KVM&oAr>&9)<|Nxwi8y-cx)L zfGFUAe?x;rS?nBGyn%y4uVmie6**-;7Og|QMOX_hcp zfFdaeDZJt%E+#eAxlLKS3sL#@;4P9Vr$7L=I0#^3asBa0ePJc7xAvx$G{UgZ*`SN@+_o)|REK66gxZ&(0fam-k4fsST}SIomKumpOm6%9Zys$cxAZt zQB+dfVhnyIV=_XP;bw!dbG#ba$-pa$>|_)%2@LZO;y54io6`&NN7Tw+{OfB<*+x`Q z{pRFP2iIGJoee(YDOCbabHVBDa^moy|8q6`F}2VgSer%6tVKfLmOo2 zxJeTa)3`?{rRw^X3>Fux_(I*F2ymhQ)a}(d3yXD64B=A!VSnC-$Z>5>Nh{;4Ajger;?`&j!osG=cSJg^0bs)7{4 zbB?^=pXANqM##+tx|tM1R-RdTBIpHOsFXx>e+JnkH=cN*JJ~`MXg*0o9k4WzS^pY{ zP21*heD9j?`4ceLv6-pYrGDj+il(!pma2+-kc&Qi+C@xX6xU`ajbNZ3%LBsD$AF(2 z4bbA@9I6fP{0YHxD$3AqJVua;UQlDPl&zIzm*cZRHkmsyB#f2jt4$H+&jxC)I{t^~ zXqR9i-cdCP=cVXuoE|6SfBGldY-{ph2rw0u; z{D-)29%2l-5>lE;jW|$;#3*7kXGT4PEa%RkfDBp7VbL)IOy*5{ARjMIC704Q%>H#G zeYNG?*N-F!K?AAMFtu&i->vV)o37pUCCb@hbJ+pc(1GFrGOD?-zzJN$CzNYyIc>@w zaGwBQAj`{{bOvo*QVw@pOp@0b6#sqS@DMg(v{obC<|ReZ{HqyY06Rt{O7tJ(XBQWn z+0UUQ#YDWr1aYomklnsKTnPFxB=$T>B?+`0AVxWNie$^<{tbbTGI(j|j6+-pZjCE! zobOQG?RB8ozAPwyi(GENd?nq@$rU@s1d{BbpC89x!HC)LT3qigT>HGrkJ|LVu_2z1 zfMTe|h-;JZQ=3YJ6|cM+$Qm9+E6&)ZU!?67@m`a=PqlR86~)Z#OlcT&2^kjSOAq6s zp44A>J*NT{!y%w+(ejP%UvdqrMxagkiDGD2FOO=`-G1&I$SI#+0GK&5C3q!Jx=M?2 z)b-*rXDrVmj|AizdkqZ@SwVD_{3q10TBH7;aI$?LI7H2Sng)Q;vD?K!%Q~Cx3Q-JDK|c>oX=)r# z*q?D;f{K@zKUdnv7Js2X;G*9Y4C8=mohcGN~M3$1K(e3j?{DsA>(t zz^42dyxn?@p1#dyXaU78dRbU5$EVmanaB$2p>9HL((H2^#BHI)V+B-_vK-yu<6|#^ zrs1w%Qra<*m^T0^HMhAyFy98}7VI-YX|gN5dMv|E{1OL)M*Yg8j=jQ}dwar)N?C{0 z8JmVC@S>i8ITPKdfjy4OSm~EqH!t_5jz!z)ifeey;ukT3i~9UyRSlnKK2DW$1RB8&*}{uf4j036NV{1lj$b+FFKVuA zQT|+vx#F7F=VvLn$r*5H!D0H(pU3M;?nofYrHJ%7ZJWkk+BvF&wcQ1ZYAY`jpUL3- zU_xA&9Uxh2ijZci-$N4#bbBkz=Ix6=Z8Y=oV|d7?(g8HRzoo4RV`wk|lMs>y{)dPp z^p>u`evnCPfA2cqj4{9amL5ANHOg&R zGHkWZ@XMQTAP&P_at2D3!i>}sK+Pb=+F+{V6zYj4xEyDF?gdPgiJL4@Mq6lQMvXX0 zduSwfT|VuauSme8#&r;fi}eBUmYXpNlzVH-brFcK){6PRb18|WbM)=Ca9GBTM3Cxmv zLNGc3<#`%Xrm~@W`Q&3HS{iXLsj3Lq@|56pC)`oda;0_sz^x>W9fyM!>vWL4sM3Wk zV=f`2;n)+qr)o7J8Q4sGaaS=zEo7JGxTg)6%Hm!+!vw=K_K61ptVe{Km$^_L<(VKF zEkxPdiB?gbLeeaIhkO4|;dtC9lb*NO6fsh1L-Wv>{}AI&d4Rj1@tJo3GDiF8IUr=S zsPJorr-)60QUJ&o*58t4I;ptn>XGMmOAt?C)A@YoG~RPQ*?8V@7+MA-(L%&w{PQQ( zO+nZM2$z?X`6ya_`&sYjYp4vl4X~dC+Barm&?SM}lJ)-m`@EMzc8?F?(PN|zE2|N& zI5$8mX%|w>P`xwda}wd70|0|0FJ1r;X9u+(p(%hde`sG7NTKUX*(_}@q#dRpf3!eaNSV>k=`x4J8U)d%7KAL$)tu!SCO4#lNm2!y0D*gGyWKG+{KpkvkC z=pxZSgD8nc)H7P%E**Q~vMB~|oz<${Pdo}9mj2*!^TFm&#$200kp02>LQ)mGE8r42 z9Y8O7kW<{3GXn7^XSC_qr!V8;L9`9Z3lIom=|saT12_pMr|56A%8$^*sy-3eOs9M1 zit-iy=na@`d=K$m2zY8`Rrx$r?aVoW=J|#U-;(;E$WiNJjG|5x?6?usiXgHxJuO5_ z2`{{1WS1i5YBdCltoyO|EK9>O(~4_PQEFDcid4kRgrO??zk830xQrRHOx#hweL zY9TuVntx@`p+iC+|BhJP14sTVLe4RY09&#XpTa3=5mtH&xGg=7tXdK|8xf6VjON`o zh-Sa82+feUUbA#%zZgH&DqAQa8$LzB--;(C^oJ(OpIft3$|+o;SI76~*Y*~U6tM>D z`UiT5B79TRPu_v9`%#n^k1`vZFplDRDZ73o%Wz6AVDo@a>~BN(Mul6S-fAfx#(e4O z0&)@lc)iIW*@B~;MZC~Br{a4$ylU@Z`|aV=k?{fm(h?jS&^B{)4Mj8$f7Nrd<_|4>Y-nrLiIz^&-#{DP5TVT5MCS< zcd)KLj47+IG{q%#vKy|dH+(7BlHPm<12 zFgXUgKeGUjfypY!^PH|9(Z3t41~0vG5p&jRdt#4|7k~|@0-s%6U{-CF-0&$wJR)aW zDh?ExkEXF6`d;5S<`5iV{VwJ71=ErNl^q}sG!9AJ&^%QB2woHswjl08oQoP_IH&Nd z6tH=J(J#U-+4Tq070xF_1pMo%7wo z2RlRVXT9lK{^G_s0(0t5;z2qfMOy~v`uy_ZPJhz!#b7a@iM6roC!QM}J)JO|eY8Gw z%=8sfbp?d*xj)Rhm{!6T+|#It(t-~^ z0SFiZcq$M;Y5;MZxjZGvgZ^=K>e||x57gWqDujwM?QY28IZ~z9zp7inJmK;%c?GKT(P7i{&0cV zWE$!gN_|9ta?(4z=MVBehRF#`u}mi)4dR2?Bu|}$;XT)wvEc+Kv5U4`3%0w@N34VK zovWeaJH@M##M(=dF2F~h68&$(cU-(d%jaK)50d&K>(_I8ew8L|uzbS1mQBi|tkuYN z?+LBcc%J|JczS&bY>aOV6?Jw5*&nFW$p#2aH^#d<9HbKfrK_i%9s5cgUs&ozkS$yT z4i2%MV=BS4s0Q9n-y1!|kvBj*)B=Ifk_NRJu=B+&(jOx7?G;t&H@t|kVVnCUulU&|)A@p+Jy9Pu z-wj|%I$&wauRPa1d{ohLeHG{iN{yhBVjql$xWOa77ZV+FBGtWYHzH#sQs!0VX#Wjy=FkgC$ z3npPkdnvA{|B+C;Sp+~p&A!f~yCl^x02?$F=!2d(sh43XWJ{paAjJb%BBc95&}s0e zv=-d04;L}9h9w&bUsDvokS|-PkAn#XFNPNeWGCRRyN&0R%bByrE%))w2ryMDSllss z682bT>4qc#ZRcH-ge^Q{Qt)2THcV~fmVSUnKeuTPiHEpAICa6hBe;!V>*u((k?(OW zfJ11EmH_^N-o9c!VfV_TzE$nHIP5Q%TluIQ;A8!N~?v~ zG&PdD7&ip%@VQSe3@AWcI()oZL6P^LjiW7g?VA9cn*&Sy1@OCDZjY`o*{$vENK#JL zgorRS6K42ws4k(eb{_=J39!}L@NASMqbQ~< zA+){&`u77Mtk^1+w1KFxuq9wu691QDie9i9++5Jl<`&`5Dm`-BV~Fg50CG@r4xvy; z_2U4pBj^<@hKpR7uW2m|T|gj?4MIN-ZU0wx0ofF=lM@03g+@m;rvU0DxY|n$7+8v0 zD0)DlA%_`i3K)p?dAf?!i!^j(q7$X&9o+ynHC3}W`~AKSGnfcm(ptc<5qB@Fos{;e z4|{%Ha~+5jE0rT}Ez@oY=V*iGjJTFEA#@!8f&dPgXt&SMO2(MjGM4CA}%fHm83PGwt(I2 zOw!_pJlPJJ0D$0{L$AXG!lcF9j+tEshO*>9O|!x(rVGGhU@`=I3aq4a4-x%OYz*b&n}>LqE6q1|*8|3&QIHi1%67u<#4RNE zm+k@!=Ts^@TC{MnUp{QVEAu=c6*@Yyoq$<)+PDBB|zo|jB7QpYYwhF z_(aj{X^*$axSRb3XZyd5eh;`6g1JB=LNpXWqlZa$-X48Ta%ehG+7DjXO$wvejK`I^ z{-W4d+7PPn@^y!uVOa!Iv9QZcUz~uqSL1f$sUXP?vE_XtB)|+3Fc~-U{EPwchgt_; zs&8@Ieu@WJ2F%_o?H>iH!g_cdOA~%CACF7Za2+9U4R4zQ^Bw8P2)V1%pWONpNVqRSXE-2ILCL^6gpNz^Z`iAi%cLnM{ohYSIuJg{cw-dNle11c~x@s z3@l9}6PLmfSPG{faYNlRUnRyFebmI(37xe)QAvZj27pTT0J30v=Nl+(z&C@reU7eO zl}Wj73RPRTgiOzgqsxD7k|=ny05KFVfe1ekHPJ~f|CuFUtl1oz0-Q6xuS!YK@c^ei zFp%9wOyCyBkO|W3GsB$eqJx5;N}*K1(a8bz1koDQ0VdwIaoE|)n6^e8P>chkE_V~B zhJfk^*qP%>FlsN9{lIZM_`tt>F)od6F`)z83Qyu_koXih+;etSI_t8Cy3X3!^VWQ z!aY+rXYj5`1I!fVA9L8sav7`>E6+t>(vxSlQXx3#X5cY!w@VKf_wHyO0BERSuF;-- zQiht8kw=(+rD_yB1WF*yOt%{QV{gmN8D_NJ;qn()t$9`I(1f=b|~eW3DZpR6G)a@%=|aF8P_GDQ=b1-8r^4XJL~ z;%?+jZ%eLd{6|2~6#8@zcHXS{1P8M-=?gxE4O}Oyi&Lrynnv+(wo${m#Vqy3R;T@# zgb^`0@{8Oa#zSjsXa6I%qBg=TP_Xf{{hIRYSKU)*SpAu)LDqk2Gk30zI5ha5*L*3=layv&-%B@71e6?;yTee z24+I@>PzU+#z1x@phCXnLo{jdQNrq449t{g7qr<3#8R>JOyfgwi!rl$@B{Q!7(+iW zYmwSHfj3!Q<%sivwJ@ajEHLc^_A~#({H55~=C}T)>x6Vbo33qM2ZwchQd&Sc5G&KH z+lUwL2dPTg{2cME7xqD_khsxQanX5UDcge{nTa~yj8*iI;wuC{2}x2cECt9_*9o1` zhWnaPD{!6Tp#K(r^H;?Be!Mz8ndYBfNYhlr=EIA2f#!xdw7y-AP13NfD6#$$6d#kM zA4d$F=%jZ4EqrR9DQyczfj$381B~w1I46)|hh%eiLrd{rgf=d1HQ>Ch*NL81MW)zb zD$_3F9EJ1YO)PGxGpMN`|0Wf7_{CJY*Th~7x7acwlAx zOwqeIPp_K4@B?>gDDSlhI%e3|S_Cl=OFc18Bkqc9`)E$`4Z(GfyFB2#;z7y5yRZQZ zG}vm`sZ6D!PMqlN5LiS4NOHJ&ZO@&ROaYjVGKQ>CaoGV>oRh(`gai}1x!GEwkJ>?S z(^@*XDNw>h0r%e^9{&c40J76S9m}zfs;uiH9<;pSoA?hp4T_FM~z6d66^7@M| z=ZlUS1sPx)taQCzFZ=@0GBFAX^ILAI z=*9lRI-btZ?U4Hi=D*?6p#iT)>Be_qroqAi9!*FP2mArFNpUbo=bm5mN{?mkgs8Z+KEH z&~tzpuum_S6(DlJrF=1*RXTqMhjAEV??{dvNmJpIi5QP0+*%<>jYKBk#xJh_`mTi_ zH9CJHBm;XMS1(jk82( zD~$8=pE$;H9553k$Wmf@6soW3@hBtd`?@(tT!&uT7y5ZLIleP;0a)IkHPFnE_VY~7-Wxm{uA|L z2JC^Et1J}kjuciw9T@(1EC6o6D%Ys1|fIYRBp&u zz1z_SOMlXW zXuwLq)Ilq7%Z7!~E5JrA%!BFQNbaM>oj9$pt62CJ9O&^xPjtN-6 zk@qMSEMZ5AGM{E009+)m7ku&(nt-r6LH^mA{I!jWEA|r(F?rv>q#e4B=ZCJ4gik)uy!R&&0iVa!b}$M1ryAx9YuidK??%ks*0Hf`iZekFKca_*kLPI zj^4FCa0w8KOcMpLW+DQ{b@bc;TJ_cUvf#bFDse908_Y|Ku8p@XZHfO)|0}>1{kpfr;?8qR7caa=L0KFaw5je=8sG5TB&u4v-ahd{Vu_0QmM8tod+(zOI z8;r%*5)Jo#b=sDgG$ZQa?`E6N zS);i)moiZCh zB6na4D-_U#F5I9w0dGT|=#lm1@1U*Ik;FA3CWrvwR^XE~Ly^5Bdg-GMUY&6B`)y$P zpZrN^jZ`Cb^EM;sPiX4^3P*ZM1+&ae>`lKf$i}q3JFS_#m6&@!b--E|#g4sI0YX-} zQwOXazArMh5TDM2p6-5NhY(-}`v$2h*Iv{~GwxF8oW&nm!s@BnGqcFJvRoVaYFR{P zMS=*lekW?P`OM=#NP{`+z}EnMqt6R2s6}5w_qk2zaNcW_sqyrD0LOFqk^CvJ0udUL zDZN>r`x$rz=Ope6bTNuZ?uH&hTKgD@_(?O7o!yReSj*Es zeCZsd#}y~fP+%tbNJWtKQ}m-=?(8}tk05+A6LnxrE$PQ{#HD|lCi$jTW!-*`#(xJ{ zZgNUk^hM!BnbIDkp%6jSQ5-n3p;wL7gyk1Fx%_om2cR!*YD367xV&rhzcD{*cwmWZ z=~a7SkOD6T!wKf4=|-g@7I1D6yCicf4j#f)G;Zy*jwi$|CM^ib*PqbEqPW*&+joh9 zl`#a$vvh@i z`~rf?jex-{iP^yQSD*DP3F&yZAd3NMr{_P#odn8DpTPG5%RQsbKZA~e?EyFj4#9tb{*T&+SaNbf0rXW|p;qe7K2$%=CScSOD_8FutB?+Rp z>Bv=$;EwiS3>vUUyGm@>^PgydGn{Fi(ae~Az%FH^(N_Hy`QSzQ5kx47S9=5j63Ffd zkgl(n&2J{B`k&pLx+i`yE;YQ1oM6FZ1#Av5Pz+PD7I~*JT2lM#wi(b~$z6_U{~(&T ziH!%frK#Nq5p1CaHEHf)^u8XZPA7sZ+ggX%BRjUNtln5(a#2+R>^~DkVla;E3V3bbdalKodhQ;NQV}zo@8if} zA66S8D6J5=&}owE|}qXKak!l?J+7eGJ6;Y}XkW4t^F z(qJ&2cb$~Cd)j>U2@W#($g@NdoQI@<(0b=#!Vv+4WVy#~kv`0P$`-c2G`;>R2mzv5 zl@bvf^CHT4@T`z<8=Vifvw_b{JD^zBv)=*!prvKVsJ?YK6IEiiD+LWOO>k z1+x={jhw8S47__eA#^LXMBhN+WPA&{~00x@T%k5uBJu#bTv)drqUQBUq9^3G=OT@7d0>*S- zkO`+4IHV@o``dM7mYEc8ey1t5W+cjQR{PM0%Tdw8znxH5`{7Vsl_0&c! zgkqoo<~SJvlY7aI{QB83Qb@1|&(}+2J&y7t2NgZ6d5artLh{Gj1BE+!iMX){u;C&H zn@$vKNPTjbIB4gT!h|}wH~JQld*0pk3cvUb=lC|cXcID-^d8N$2jAcd*{&x)J;r>o zNJTt!^A!l{^fD%{g((VO=Mr2+WDBABJf#!-vo6{6;EhKRGi6|H-@{ZOWKBbSs^uB! zC6VpGojH9!JVta0m+h1+UbnpztiOfK(q+ayX`cPU%Z4_-w~uscE-e5z; zV@{eZlog0e68f-)HU0r>SQ%Ku8V=CF?(ez~RR^GGQ;J$~Vk;bRc&|9|&ikXSLR7$D zqq_+Q2Z61j;96Ln#V8?rTA{CPnwr}K`4nTf5HxUf05t*uk;9zj688**W!p#jSw&*^~WhG&Vb5Mjfp?IDeIOo}kOMF2eB=kNiQM8W|wO0?2;w`P$2 zzi+?BX=C42Bnb2W&Rs468zEyy5HRPS-5P#sY-GnCnJC492@|5XqHA%oag+BTICo(~ zckE_Bh>)$!Ol_X-%v;+w8wRr z{Jzb48awRO*&zrG5a%(5?ije23?FZf*yW*=Ht<`(*oZ11GVWQ?1zf2qQm!Ljju8h7 zN$x`x8M1Y@bFueM%Ybn5tQG}FQQUm^F`Gwc}P1GJBvnRJ| z^Ke=gJW=GW4dq8RYG2wRq&XqTP$!+yQeft2+G)Y9p=N#eQ7SP$IyJH>`RF?{S0Dc0 zxcy;ILMv{qhn!1hqMpM0nE6vJeiS?!*0?(Nkvp=TGqLYTRl`HGU8#h#a+okydx_6j z==5HOzjc5h;(W51^Xwudhu}iNXHF5&Kv}t&s8wS@m)S$=O`fHYY%x>rbRg*={^bFp zsEu-BSSeZ1n;WCF?+~R$Mue+zf79+KYE9xNf0S*0`^7Y#{QQsd2csx%&k3s1*MXVe zvt?W0rwWO(8Gz1i;BMVL{JOg{+YMzRq)o`%rBZN#z0$6OXxdM~EI2`M;2wtC)0vA4 zqLB!3I8i0eMt}c(`;u|=Q=IRV^Vswu4Rs;E`|QdVJ~Q9ZSj3bT^71ZL{A$D^!VP7X z-DtVz2v3cWJ)y0GGM)m3TcP(6aK-~J1aY{)e$5arZT@-detLl7Z|-Sk0v1jsW2YBN zq&GnGbz*HY!-a4~#R)$8GX&Q`lp)5SD+;4eZ>Z*fe(btJ#p1&6c!6G?u; zI>A>ALSt?JL?66Ab@9n8p1es_DKO;B+6bk7J=KcR`9o+zw|9Z-+tGicTweFSai&&K zIU&1C^tI78fQG$na`(43sR}3LM*!$Z7{WyL2?k*Q%!e?VBy3! z9K7&k<+F85n~CL^n!S;VH<(V31CH7Ony@g)eUgF7U_9EebPO)aGC#++WDou9&LPg3 z%{#szbsYkjm1c*C+-8wqlRNn`n$N>s)OVd2u}={gxXzO)TP>9%U&&^RI=f^dG(AMP zl90n#r0)iue_c0XMSq(lm?T*~BcAL+SxfNRcgOtnRHF-c3nfnJ>p-SwX`JK%aF8hO z;M8D1+P6YflmqU`A=k_fk^V_-bk#I*%wl`d4m(w~{-?o(pT05&k?YLCD=?BAhVH2?PA9z(~aCdIMLI1$^El6K?TjGS(-Z#TnaC8hxNF@-LX67i3< z_Eu~Tqcm331B=8lSfhQj0?hxFUm}~gHFc7=cIw?Ipt-K(x|aRg9+y^wv8>l>K+kb| zyCee63CNoffnyR-Q-6JXk-dM@*le0(w~?_6_9=FMJfE4D;=xk-hzcD^%uT<9Pw`8vfuatC#(ma2vKo179MLxuv6nFCPq5+zk!IX9XOA;@DQFW{)RquYxtv@;74ScHde-LFO^xb%(sJTt| zk`_}kM9YKA83F?3q=#;4>&f_OB_OyWe8oQyu$CQO`Qn-83S&`F#3So3`%RySa!JB` zr^h?CZ-4Wk7sVx=O=iFr5Oqa|6miChQT{|O59bxzPLd>Rn+rSx3+`PAaY%l3ijREj zlIB`_?fhmba`-*#Wsd`Rwh7#<#hxf2k->>U)FDv~0d>Ftk!dN^#Ic!8vSCu`ZP%W< zy6@d|nu}s(A6q&7OjAk7v$IUIywn(Y!-V(d=uTI3l5uABuA*D^=*=gli34pLN)2jL zFfO;fm69Yi!U)@6UXSwhNyegUCEryT3aPNYOR~gcNI~t3SUL$926;0$(6R+j z4%;^hi0crc^4)XYP)14V(4*K3LH!mdRecTmxDUR?keDoL^n~e5!(B9gx zSfO$Q3bd)^=w_y7?z{WFo3=)C&T5(rbB8FkDT=y<%G0RccbJb$kYDY)Y9%a7==>N@ zTtK(yY5Na3!hK4TN=c4{dn0qr4GK}00B0%^61%U7NlKqIx zfF~tA=0BS;gEJ)FY`}r_IyENQ=fF^so^mgtG>!P9Z05OLlub_d%WLOmihbs>C8sw3 zHA@}Zk>lr5Y?XF3?7A`ddTsF|y~gfiv))ZIldZB5O9w=ia!U)GXuErJR|bLEm%-es z^4>;mpQ-uE^nz|~`Ud=EAg7qX-x;V%`z-FhhInHz`VN5|7n}Bw49%xgt04?3paT#` z$8_%vUSsw^oW1*gJl+DLI z(owIZwJ+tQE-mQyL;1QVo8vU@n`kF~n6MPjS2vlolsOULmHq67KkS#8k9?0LTojg) zX5vyra_Vj!1j>96AEosOE~=SXQwxvV#nJtC{Y`s;z;;|pq|8Rme~<70Wk2FDX}lw< z8K}_;g8eE}Zvx3sv=U+YHo*8ADwCa#h=+oix1vDQQ_GzlALf7YhNBffgE@PVIPbB% zZ2pe&?Rfz>sYJ+{;iEPrv}9kf9c@%JGo~Et{gA^L$yuHo5ZV+apElF-5n$7mo4UZr zWQN;*Vr|f?;p2Oo+dVWUUx@dRrJ59 z5e(R12f0rO@BoLNiJ3^kf`d0=>^Bn zJg0y+MF>7bncO{+&{V#CH|3(P@N5VG@=aM-6qas?Ko4`x$1|1Fo+CC^7r-PCX;Hn|kcIQP7>w=9c(wRKUxr~`Qa zreI{Hcl9$o1&qM!s}Ifp_aP)5ysjG;o;qkSk(0C!ACICCTK&=)%JC~rFB8Fp-By%Z zN}qIXNq^(Ww6zB~v2k$eGRx%PeWQ2J?N55jA`r(}!P!YH4 z5n~$}zF8(m67Cbky`~c<#ogSo6!FojnRq{xvG623+bgS`;AII>(NE~KswC%7tXSVx}rFILynmQde-i#I#%f?cwZeR;D@ubS_Bq3389zdX%uIu@}&&*$C zx_jN})_A$olDRMbaYAK)uTgq*uf?V`aD2z(cImZzh=KmXWr^3jg|{i!*CmgG5jV~Dd8BTXBtcV6c&z18;b&Gy0t2gz>PVs6YJGo=Kgl-k;C6mmO1KU zYQN{16MCQCog>L~a`vm;Y-euzh|?u8ut~@W9?MR41qzVOI8~>UIBc!ua?phYTf103 z?X}hmq|WH%n}%oNRL_7hOEse?kJw#AkCXQ-91np&WQp0PvyH&#gUb{?*JRn%uNP~Q z00{X)Op!3qR>>Crjl}8=$Ql1qe~JISe*eD`Fxg%e78v|%7nXy9@~{8;;i?*kT|JVU zEd&!hUB69(8O6^GsRS_J_P>7w>#_~YzGo*pjz3F-3J}-DQ_&EY+Qrc!V|2EAUe&57 zZE=>fn6?j5y@lUKrf_cNiNNbw5!|meMX#e)Ru4b&e2#}v1N__*ljW#7Ku~Gd2jFFd|F$8RJ(C zwNI48xPzGa>$YIhbh|Kw2S$velseh8VB%fu8lLlHR*BDz0qe{3zIrMT9u>H^o(?A0 z`i&1TY9;*3fgho=OZ0@Xcwkmm=#Gr9q5(D>|pXUc|a0t7+AoA-YOU= zM`>l0n9hx@p;R;Ukvu$U!M}sts5xiP z<5fR~4)%m`$8rsV@KxO|}rbiaK;4`J9NTjZ+`}ak}EW67yl*9`BtiB!`5fkzvY? z#RI{mWvF%;USR$**Uje>Dn2Wh(8{wCX%9~6ufI!!I$FNSCqeI|w^2ftuiVD z@s88QjSlN`jGTjx?c-?ujVCsI$c)q-Vn{Y%TQVcfN!fzHibi4KPA9`A;d-TyCgj!W zNnFO=>U8HnDYSqmy(69SWo>6vBb=Cx`wiTvt9-X(DxAMr9NgWX_0QCo3VHR|=tnmk z-}I;-vkSZL6;$hML3+>?wleAD$ZA)Uwc4$X{;p#cv27k41)hswYtKmr-(aJ$2p;V0 zk#D@TV*6CWKiY@uy1u7y1G4n9aS6NrXm9h*LoQA2K0x?1dSJh!RQFBC*v7%XOq*0x zvdKm5bd-nRE!BcD90pnai}jkj^n)}3yh`>Y%@ zPHSnz+KD8ys9iyyid?g3hjz0Dtas2(>RXWww;+qt596KhV>TG%OMWg=emEmgyN`1w zM28(Tl%o`8Z;**~^=tRhxsP{7#y)sbQm-euyU_6S_~e?0XZ4l7Bp>%}S;Mm@*7@mM zy%oyyF4vM*_#!#XFzn{SwNK*oGQ2LdmvI%;*su6E$_FC4{jc$DR7O&_#58&_i}8YL ztj!EKclPj$>a-VbTJ6$TqHm+vxymt4q^M4M8{(BKFF=UdLS9kQ>gpbt$LDt5o)4;9 zKUn%`pnNMSrK*R9QST2!`HTb}@9vx2qdQ^s4f4rQiSBDbQe#@H5p{_s@h?b*1_|^x+6M`pCG- zDji^ggXEUiTjKil`>ubHn_;+CZejT}48-OudXL@FONtFsGnLf0Qfg+( zS3EN;Pwoy@f27ki&G+Z4hM!GomUm9b*IDs`pLQ^pup)9dty;2@BQSD3qnn`u9( z>ig}SPO=5*B1?9S$I=z!9XN+l2}>5f*I#!ZOK0z&;WY8h{Cgu_p zo598J{f@67id&8H2+~!t zVT4!f$cdZ=(j!w7!PgOw%BZlCb(~3V^>k@^hTDC5FL$DZ!&yE}0^`Z*8pB+x6T()NC^5~WQ1eseU3A6#jtw7N$pXzz<6L=uL>l?&U5m#}S3PpWKj2ks7Bc_7KLm9@eMUDwuFLiN&~omdrFX4Qafn~XPiJvAoLphb zJs~JLS}B<}*!k#wa9@rrC-88n@9r||UXO~Y5wfyzShqGfjQ$XvIgZbA3(Y9jl;52H zPxD-sUXIt^?^!+BSmG=$jTatLF4)mF&MP%-HTuyvMcc+T1E;0b5kC0n^nAF@ni=Q? z<$rwv=_F3I=fmsH>~6 z%ZGDqrP9^W3q)i`QN4}qQkwyRO`83^kycC7yTkoEuNZ1oV82IM5Ww^15$J?geteK;G*!A;U-cgHAQpk*NTYBz=?e9~1OB=DU z)_&;0Gup{c#^CaCVT61PZn8<+Ti|(WYUa_(WN_jO*Jh?rfp;UMHl82+BynJX>--N_ zBI4f_+d8Ne*T2&(EAHKkHBV;qTKQ_~r#Jds^59+HDO@Gk)pu@CDQY_-ZPQXqr!Go2 z*$HViN|l}oEAM#F$MWeO;2ey8#tlQ6O^RZRtX330U$r?;kxkayMxgtYXx{MDI{ghz z+;hh-(sYOtr~M9|jT2UB$OtT~^J!lG_U#|skXYlLSDzC98DodO;EsF^ovzO1woE=5 zEC6NMCf^<|o^m4$d(tXFi(@F0&)6HE%q>-v%xXMPX}O{k6Iw!f%kb4V8X+xbMNw4e zjEvlo&&=v7qXoIbI-A-Mhw%}zQe3s6BlkS81%a3C)b4)0og{}`vLXYM?vtCy^yg&0 zYGagHkVxVLY&4Xy>oNO@4C8GQHUaHiSBAea(Xc8+-L$Hm@{Up(FlM2XJhq8L>~aUG zkJSuL*O>2pIJciuUWV?FQPOjkJf~}h>6E?~xF_BeOwl<+Ni9L^szmqum+w&)s!e4X zhaK#gus|8-byqlxyaL}kr1A02(OuE!BL3K&M{wDI^Re7HM3yMr$sRjN-d5uCg;2=WKU zwUyhWM#gRXX(gf#6xwK``WQj_=W|7zdgQ=hx91T-=Rtz*#{T*Xll~mx`X~#1c6A%$ zcy4p|+{<>#^2SE`>C(1@SMZD%Ucl6ZGr{|!p!$btAEAkELX5S%?=?e94904_CxNA3 zh-#lYXS$v+w!2@^6zp0($<)m+O*CLF_wLny{9CUK&tFjRIC$wM#q&hb$$n>7%*#(R zVSD=is@RSz-5B-2G}e+3`9wvOe*I{Cb>tDn66up3O1exNpYle3y1lFWTc$r2^W=Az zq8UM{rQXLIw+~5Xw^LTDZ`na6dl2xnh^~rU;Cky-Sk6cap?09EY74{mAIifR5}D}0 z3sUz*TE5%fSp9+@ytl73@R&aRE%PQ3b<$P!(TsCUx96*COaFB4VI{jq6}y!+X?qA> zvP*n|X6!rjEl9+@Qvv(;MO-e*#y-91Z=k!Gq{Lwc@>lPDAbs@S+{4mza`S(EgUWH~ zC&Mpy%FY@a4(LQb?owur1^MpTg-Vh4DHyn7KDG1gWGSn3ZeZ1|SC(o|F}QoWj|-m> z@@UaqSu=KMjk>AAiT4D;3;OJDZfVCU%blD2167rBGvhF{YeSsd|U%&c}k#URn8z_Qu*-7n(`B*KlYv{*&yPZ%U37P{2Hj^g3 z3DPg0_Zppc9Iv$4)ilt8mRfl~J4Yz!xK{f2rm+*i`YSmDFDHdR?cQ0C(wQrKy)|&F z@880eu6q7qXoRt`F#2&jec>Eut_7$(PB!CS9erJ$FK-=$Mo zoE0i@CwGKB?wkoL=>SR9*-+JfjsdClTK>xh`|=Qr`Z&zpfX##|4V~V92*5^`-Im*{&=G^Ny zKeIx8f4cYjR`la1i593qk`BXA)??k6>3$opF8hi#9MxpcSt_^*>-UAC^ZtD~Q^Ao7b&S9@Cr}@xgPl;Z5v5%+%`F|o z{W7AWFw<=xjyBW&X*~VLHS5lVm4)`t=sWTBzd^-Vc+VSO{N6{Fr1MFYb;tY==#RJ= zv|7p^shzPPb#w)=c+O|*Dx1v)$xJ`&H+w?e@3FG+oRQ2p?_@5AM>;iGTNphuz^`bP zT-q)@f+g-{n6^@RmuGwFRV%)V^opnte}d7=C%yf zc)~j>cn{#X`0#!hn&yjzS9ho(8Tbb37}IPorHLpohMvX{>@J(k)Zp)J!GxVrdH#sdoJ}vl`tysynBVd z=l;lr4sYz9Y;9hU_)f}0w(NOEH1+3d$gR_2>lh?#I#P0e@7U5nBs=^B9Maa=nAz(I zpJ|Pm2@rF98F;s{;K^0H3svS-e6`z$T!`(2iN%TAzNji7DO;Wp9^l+hUyH3V-xa-v z-y47ZBajjao^AJO8V%^@HU5F8u?`7dxYD@CQY^zHWit zq;5COm1^AgjQ)8Ua1mYx+amm(6*teXHi;Xh3AeV@rDhcXk&xH!Zf-K8Cbi#9uc+?G zu=a1XkFoXON(OqOXFk@*@?_oOh9SukDT*7v-v6wM!s%EziK(S3TSBw*$-$p5w_iEd z+Ady=Nrzl51&C8nLH`MD;(?s14!JTw*yZS1l*~y%7I66~C+r_wsQ>NdXy@tMDNPIU zmF;Ra@2zX&y2*@;;Je3E0c^+DPChdk#eiJSU{hGG3WuAQ=>!os6J{6J_8z%7G40r{ zrrq+WdNt<2!r|9n+vMMy1Rb7uPZIyN0~^2n{qxzE$9@m00$m*8bv;h`5M)@wd#tsH zwi=75f2!OXU1vp-HVVaha-&ohJ*;XRv1^Zj^zn=u`I~^VJcWD^1L4hM2V}R zdw*gu089=2 zIq9Zc9h{|Rs;Dnvyw=1Aud~y*=QmV1dIL$0f_I>M)1`*G@b;5HZ9#a*MpOUP-?z=4 zKl2^h@pm9i^@V_&{oZOu`A&nM>QWxpt2?rc%=x67y9`aP!0cZt-IOUs0ig*k${!7z zVb-4KvA@;zwlAK)1W~bk@#x#`Q+37@ladJY`#g{A*6WUkphxKkATNlF3Z0lWlT~q( zUc+dGNp)GO>$YR_9VfTcN8*ni$$k28pzIR7livAWIXvT~F1^59VL6iiBkiIO5x9%~ z$FcWR>|^Q3IFo%XG1oEn`^2;%IP0OR=cV__pO@PQXk!g5C<7FHly{UTkvdi>C-I~| zyO^N^*)qk~YsKFD)}j7n|MlZPneMM{aYk(dKr_Y{zW@FDlv(R~v7;U2?QX2q?t4M^ zcH$OZ`w>!TX~B18bSswCQs`s7>$P@~-ZsO#v2*}ipMUt9`=sH^V9=l3-XU7Jpl zedl=M=bd4(znN3*Rjgy0e&C>Dj9 z{N6`B>+*wrnWD13I$`WSP(YHfuKzk$vLHM**nO}3v~7;#C3shqx5|Gz&3hp!Q(Zgb z*d42pOW3CZ^&z4(sY?q! z#c3Gsys|SYfq$>UF%>y5R(Q&WM@nP6JUJd7`&%7mlT%X|YW7OyIk>F_v~X|Xp)&jK z7JdwsL(V!F!<#a!w`q?!RB@CQImfQk5gt5s2VNq9RqMM{CY6y8IldX{yn7YEl*pln zpU+@>svfp1L>{6?6=_46UVFBml~Ll%VEdrhD$oqm{c?dZC={!>{oXN^DRmSs@YE6; z3L3Y7J$aIbzs>x>w%-s3Js&*yf<%^&)jSk1FMF7; zjyHR0!|TDjZHf(H#;x2%xhMFi+1NJ;#x9DtjQIWQs-1gm zcsCqmct2d8ylUhAfW?{3Nf2a&I!!bl#YR>OqONO{zYK|S2CgI!aEnR@!L-+{-CggD z#Hk6G0zrb+7?Yf=?a#i$cAL9XHj&9%iZaZDhIRav--$>*B#$Vxx=X6&2q#uv4ZL+D zBV+R$ZMoB=Q((OEpS}98J)jxAfA%8QKHaeY@6hYor~iHQ|37YA=qXmJ8sg($P(rwY zpMXA4XFzmbXX9kF$?={0_WgQtkDGqT4r`5#Vc)#{F8YV|9k)IGzZ?9;c;lwt6UQ{t zj_N*g9zU*q!1ssv-)uld8R>TJH{9PukH0-~tp7;dUGcIifh3OcWwt&|;*VB{lQEFl z-r*}kSF*U(SV$@c(_?9>8EGmy709d z4_}3mn#C;dC<12MoY1K1e5KqvXo^|5C&50>{J}ay9lP>QSa`2-H~M><)KPzN#$78; z$`WQ4UNTpBt5i8*NTg+ezg>5u?rCC*Gtevlbh&xqgO+d$gPAb(@Z5aG?ta52T<&BT zZa?>dn)~7bj4{c1k?ViDbZ&YzMN|cECIk;BbL3+cIVgveFSkIi;W8$`fxSf4iZf4G z@_(b$&-p_AO_{x{;dlIL9x3Yw>pLlTFvh^({7~z>s@5ZL(6bk>9?I3$7l9zo3N+)y zx^;zTyCKnjdrgw=5%ug8zdu#{-!-p?oSy&oYmR5?v3Ao zEwvQb9KTj4E5(fUkW^TeoP&i-nK>&^09Ve?PhqH*&ICSiIVV6rlXkNTt6d&@T z6oacyHKwk-Hyvx1P8Ud2?92K_ivuK#Xgj=cvHZDY#fn^L z?-0#^mt?vF_4}r#u4X(=Z;Z1` z30aiil|{PusB%Krn19XJBEu9oDSX|?Gh!)5L(_SZ$-&MAgPI7ztie*{_olDEgis_@ zNwbIU{@s}yTjXOBs^QWUr|kCFJyYsR2qlGg+-;+QpX4#1-Sc+BM7j+-zfIX=FoUyA z0b20I5&Rij?`hnAKV>IiObpJ>;SUk~fZwjW_4uWq!kX;#Q{^BDHpSL-#r5_V;EpO1 zRTeU;kh+94OW7<#=hDIuENr>65)0LCR9x>aRR#=qEgN~4IJcM3g_)tGM1_b+c-Azq z-lBHYZ~kgvU#I<*VL)5d#{4dK1n`LGf)b~SHYUL7X>(2;SL&-(8?z5X;PGaQ&Ie0a ziCt3CX0~suEArIzu>4v}@U!5WKy|t?wq=KCw2<+iM*H%POZC?BSIZCBIf@P`g6UN+ z$1MRH@`(RhsGqm9;`I0fwvW*uBbN)~sGc3z>_X~r^zB{)gDf--UoPmW5>5MD$ zI4C-j|2)^_&-;fVSPm{08vS!8!QU6;{B!#27i zfz|}2>IEJmLcHRl103zs#w(YS(`xY{m{BVEeDbFXydtn_m;V#%{y|OyCDaA?rlj>! zHC20n(Aq{rOzF!B6Slk~%p)i}SWQ_kuuUXIq(2juhcs2_{*m|Rh+)P3`E&JEkQ|Wm z%N?N#I614e>c76C+dx!;l}FDS4|ScZu!DI)_?1g0zp}-~?VmEyGg$xUX7@NN^v8H+ z`2E}zV`5UvSDocdYs}}x*AzapyUm#Fo+C;t_Op8pgSfm$&zh(rLYw8(F?|`ug7EFN z+e+KWQ5yGgI+5Ql)(upbbi!j|(M&$g{fd5hho}uxR>PNsF0W0|CjTGXzU`>fMc0ZK zML|<*fggiRU9d*65QZW?-T8J18<%qWi8i;h9_vNR@U_%q6P9{C>clUW z@x>g(!{#}U0+UV;ToP|}5H>RxhwVN{B}B8aVEHC8;?H_0mUAUHs;>U zijc5GR!@stsa*{40eP|6k+YJ~Bpvg3W1X|=5?~vfe~dz{iY}HS= zrFe&qnHOQ@^+u`LISxDn;*jBWfGLVw-y)*2#ZfvQIt7=**;$A8B-X{>!+>zM{w|L~ z3*`C}{@*mYH|50I{6)sejI?4xD^#(+X_u5ua>}?8|4>tBx;Ck>zf6#ExWvS~^@=lA zak*gH)$U+sZq=>YZe+fG12Y7Y@yj{)a^CaP!*kq55%_Yrozvhu6kwS$GQWv>-_&jf z$FD-yp5kSU^$rP=7v!>24{B;Gt2aS zaK}+H@?;>*&G`poq&LIr;m*XB3obcX0%X5|-^+3=^yubC){1(=at#Q6MzXKHY6n^~ z5PE?b#>7QBwP6A&J<63UAZCZV>QTqwZQhKuIc}J}9~8{V$;*X45QknCq;Y5X9W4Pm zK3Q+{S|<*Aqq_PMGpM>vQ{V&T>AfuSQGa!(KxH3!3`8&CH>D)~S`@i_NOzig;9?}L zc3w%z`lz<<)4qRIdk`nfTrUH6`Gm?NVUK5AbR*>Leta zzdXlZ&bG4YD0G%(YnVH2D>TYNI6xa{5`REH)b}p3+FWgoqO|5RKt}XlI2$@8 z#VsWZY8!r~(PLVPoax@$L40o`xKfv%X(h_=Vitfe&u>)(sn)es4<6|SmFV$5SN0nR z^3i@^3YE|4gFoHr)Fn8_v45~e^W%SMcErgP>>Oz$wr&BSxmQ2D$Pkh-lXVCxj_`h& z;ShO*%n`Y@zed?Ug{WduDHK8CgNsKWH~gwtnbubgjuqC(YF}jUt?EZwt0(IeF+fES z=T*vBFF%z3mEBKF)nc3lN{UWkJZ-fxm}Th071v42gaOKhV ze0q2;2tZ`a0go+1i+>D=$7mbR9XPa++#i7zh9>4 zP%=?pseJY?m5y1mL`3a@eHs=g1`L~YgS{aA#NKrn0YC795^`_@o(5j zJ0Q{nEx;7rrCmVy0pTugLGH2i;3qGS=+gT^uik9KK4 z`&ydXSztQV?O#KOdOoF60%wmjVb(gi0nM0! zJ%{pEp}=xfMbiiBa&bke(xPLGPomiu?4}FrnvHSipJ53uJP9|r6V?TgbU=MasV&{^ z!2@KErOt`}Nz$FuJep__CZvp|uQ&jS>d-&=z>R{34p5zJIMl1Vxte3xR6AmTV)Z(_ z$+^ucZgDF|EQKg{sAn=fyy|L7R3=>gb39H1CVS~_Gu!^D$IHmkJAmZ$eT(Mz$orb6 zN|of!Ai_sF-MPF6&4`CPxf+P%$g!_-3)20wV_CYQpxk%B)jGYNdY0}NUmeW2e^|v5 z1*(YOIBC;~ijE|iT4bLikX7ID`7a`6H9yuBESFte3e1kYXjVJ09O+e zai3<@#7vyb;=}`jQ-pJ+zTc^>Ips zwDPqDd)n==0hS-jWZ`*(Su*C&$%=SRM#MR|Qy0KCwXEoL#|YxB!P5JKp~h%ROJy_n zg$lC_s}8;-OmgIX281LjoQ8dF*wQS3FurX67X>EcWWCtiv4kJi z@SoI4W1BSD?Pmks7%zx(VM^gr{#-n|#2n&b0F~YL)_r}fuXv(yU=3R{?C)dl$E16@ zU8pu_Joy! zJAG2m`DW1A@j1@1h=rjnS*ret=`oG@EUVNqtB-PEFEB$N0CoB|%G0rR+=TgF;VF$f zP*B>KVNJ9xKHZZsOKLRj26#H*A4;OO7lSX&k4*2DM15zNgCi@J6R%x$$r+_R=3IKZ z&1E!4ZTs4d5ps?zpH_l~j@n$QNzapm|HNo%Gz7JF>6Dc4J{!xgcgsvR%ZLqJZqK<6 zL=%&`+y|A=6qHQB5qa%@A$|j#TNm)J-J_fV9k>CGO3SobmQA{7B;)}Wc3{T?tL<4Y zuVRHe5l}Y8@I>}3%Qg?&G6qOnINUJjA+|{^AbK1){moTp+zC;F0q)ywSh-&$R2f34 zFV6Srh>a0z)9uPTe8l^l%i~fsj0{C7!aJaCYaJRHFU>&fa?9lF`i}*X9AMUC#BBTi?l=%8;YD^I_qA`b!x@1q^z<1V}7! zP`#*@%Z=zhm)yPJ{ zqqpQNZ*D6)J#NmtfYp)IZbebaZAUtt*r3Odj2O|9&r1btX^5YzT-6Cwj~ZR09@det zzq6PU=_olw*!~eqaaYpBy(-}Bv2*{89sE8Z71ma0EyHrMCg1v>)Z<7;G`(nhkDFMvdKJ z;lBz55)1f8PciOG5bUys%6NyLq)ZX%tkI3~^Y+XbWuO8=;pJmrivOHDXP-BD(3^Wi z-r(C>nm#%XWN_YGVOvrH9TQMTz4!VdWbxDSp4pKN2Vmku@_v$OD{vfi&Ex;F{$Yly zTPt6))T1vHQM(s6u+fSu`$1)sLm?ClJ8NA#hOFYgbok z=$0j~C)L9-wiyp53ecyAE1gNJg`BB=-FoVJ*3&F!c&K*u^@{*}zc|!5HGrJaLQko_PZrGa^Xga0;DenJ+-3uZteFUQ zjsw4UT7!hv$!eopWAG_1Z-8{Yw%M)sHZ*D6r-g8Wwe+R;esJ~8xx^4$&Ye{saRYvErj zHcRFI6!z8~v-ny|OZ5IbNC9=M{IwF&m)FFcuzysfB)awOCA0RB*5Rm*GvER(bw|l|8fK1!2jyT|C+8(2E%eC}rV&lX}Xh4e^{sW6q*}P{QZmn}Blj1m@3p zw)xs3+cn*8on<%X(2J} z&^N)0+t2a-SnYfTl)S5ijH=m!laso9|4RW{B(`dHr4Z_H=% ztg6Od4;Xm^Rz7;ie))0JIXGH`sR_+9S#mY5YJQv3Fl^QaX61F?xHe6{u`mp|OarIMf2 zeu^&k8mrAfPrhzm>^QVZ_St$_#wT%_0purSOrT49y0ku&w7;Qa#C0CcMFDy!wqqoX302Icg-TO#Z09hB%TC={FNuxXBD z96E~@CUd;`f%nL9KCCSY+v+V`?lY1V*rTQi?8Z9DTztT%7#MlSpnqfFiB?YhUp~c6 zQZtif0U!vHZ|I56zr{d5N8~!y&(xG{x9NG8v;&!1ws`|1nP=bJWVNuCusn;YI#d&X#3KB zJLVC>y;$2p+_+|2QGUFM+3{C{Qc}O6QSDj5FM>Rp)x+2ApWankek^KR*KQH|OKId4 z=valhA6B(}^W8hRo0+}Qx#>&B0-I;jG}W?dv{|X8nsQ!c6~HMf!O}jaEMO6BV)kvp zdS;p2M`>>%3<%L0)Cd;YznD_?F>WUTObos7!q~9&Qpj_Avp~oVJ4xyh?`YCk-Pjf4 zJpa_lxjxKOzIIw!oRiz1rD^9o!*rkJg71_pl`4kHp#gP@C4hrJ!aDlNpwqv5OW&Dt zM$rp~G+nrKL;;F~Yutl@bfKJ|6?6kK@`#4>7n0qLAh|plC=jp%n}JCl#dV{;p5dkO zZ!(}C4mx%^><9y_Iy5e`hq zv8(KP%;Y)jmw6~$IVx|Agl;;Is31FnKTBbkjEpGDlh*`iG8_lV3{O&j@jfD?A)~~@ zhdF^2+?)nKFA_xd5hG|GBOO}bXda)Am4hG4638|Q-0M5it)9Ys2fWm$DTrRlX5CJU%}oZ^RYDFnUeX?wB6nPI8q*1(z)_2jF_?gG}2T~Y`+>ImQ=A5-JlvSP&;Am_Xi#DD zqiXl2m-E)Bf@nJH5Sy8kwOetT#i&A2TV^nm2?KWy>2|{2qTnDfkydfvmDq}o1=V+D z#hvcqp4xH-GD*=r33-s5{c=4&+B>IQwow{*D8}ib)v+?VqNJ&bpbYMBUnQPiRQ*x9 zHQQ^Z$l7@MVs)`m*D{Vcb^NHn$Olv**om1ID?lwnd zk+%&4+TN!x;lE4;8vjL?J-&&HEpQx|5_xa`=$O1^H zT!ts3%o0_GoO74Pg^(|cB#vTCsCuiw=>j6M*xY7(E7-ZzppoW7DAkSXgll~}uhzlE zP2#tiFp)0J38~;pD)%$_Cu?!ct%b9Mkd(uy*wJaA3{HRd159#}ZaWuKU5Y_##m}B7 zIUtDV<`pcfMd1}5Drv<|amm8>*m1#k3zpOl681Q_z0DZ3zBoAnCxjBN`LMr*qCdaX zl(i^pjnPU}^>8wKT6D>$nsbhOaLJr< zBUFB!fvD~^%d_*wj6a|&dv76SlfP~Ig;8}sNq;n2AT5h3Ol=ZM!Y#D5m z+0(+-Exf^m`$exYko2GL`T5$Z>$R8Iv0&k;b|8MTU@7;uKg@(qz^;-oF=oz?A4Uu0 ziN`)2;dAac`W8L6Xk)Rva74%n*{CKa^Q1 zrY95X!C%_+V{#rg{8*>*R=@KS>2B+wXd;hP4`)5%nA3wqW8&?tR>-FM8a>da@Xmnb zW99fn-V1vd^q0%ae2aR@^2k6;<}r$Te@>IA@Y*Siw4m7iqcAN+O$EY8F^@AmRKBZZ zDz&u!x})qbRFl^gH=<(6Sizs}i#wMkBN`hXSv0~R(%qF)#X0pXpq);cr3UgpLxmEQ zU#cFTlSKDx!ZI<^Oo^=Aw8@D>OR_daV$*||n&}8$Y5fSa!xi>nM`w7rN>7kuLH`*j zADMa4rJ2F7H+7zCDes$G9q}_B=t-r)LMm3GCxK!EWEmjp;G@9h%|Z+E20Ny66c!YC zIf`#to#!9q);D?L_p(ikIXCYgz1#nZAd7tWlQi~5X2{t+L&##K;G=AzD)CUTkD_O` z?8Lp;?Ar9Cx$w!{0M=)yTA4`<{YFn=A>Gyw4muf@$(hRc2Xmc@TlF8ZY%M;EIu4Ou zBYrW-^C*qU&o8MY|)K${m5R zi->L?sq=6ZGd6JAi%lF8I$feSQ|qK<&M(l zH%ydmpKyqzK4}n5qU0nA(w3RB%Km66o3J31ohE2wow2CSh&ykPR z+@DzP>`e07HGo)Z--X^wWRmOzhNz%U=lvNnE;uiKl^agxX5T9Ds^Q#>QdTX0= zv&dO(FNonWfZ(G8A7M>vZ0if&iy5Q79~%7W{UUa4~_hU2ZsPx4Tn16_&GzM)*#s!u{>(q-%G4Ou% z8P@?Vk^Pa{uAtHKkvfyJYB!lV=hT$ZBj($gN{ zlV8j%GtI8e=K5jX(hgj33Qa7LbUuTmjv8D!R)f-Fp>pNd13&mo9_xCTSJDa3LPY+Y z$8kzWBkt%X1{yA^44iT@iHn|{D*?|Q+I%YfiV7k}@YL0&c-1Q2{-{Dntgds2lSi{K zNj&&zPiF8cRylqzp0-rRp+ICyeM2rAsx6-O{X#2eJ=WEHRe8wyp))3Y` zvdFvf#jCY?+n&Q)!OJ>tS0Vh)byqhf^&8D(bwh8xu+S{5lttGLT4%6~+K=Sn(oY9Q z_QX$jesTm`4HGaoKI5!P7k~LR&^Mi4d^5WoTVmM>Z9T{?s^pq^cAkpqUdlxhTTQw9 zTKD$G2jM&P<>=2)c%!^YHO>Jo+KI2EK}6>uN2KyQ>Dm)CMJDH!yqY6b$V(ukpaNoi z4KZi}xh~wfx*|HzoydlK)ul#R;ytDEh-mN0kViFcSxLq+d8e1cx4}ll#xbslFombl zL%bnhCnm~pP`B`D|7A^)$}dRk`5a#k9`(^^1ZB^0IpK)L0^E9vHn)qzF<(@zQh(LT zW}AC>R|LAetVj`YjXOKZSra++5lF~%;WFt9v*4n5;WKKhywV&2Vk(ua$V-LIShBzBa52V=*le+L?FP59M z5%QCD4OAA!rYHAo-sPg9uu^u6j`CF#%$=Xc!GHwwXe)6B5~BPT?b+ZhVkgOn34<|N zA}#W^;-|urNL8CzGOA#4$v~zI=H-;t)3cW!*Xg9@AMCDW31O2f%c*_#>(BA2_4nht zWXR6f?T9X4d+ zsUtSg0eouNvnzp$W}_D`J@k0?-4EH#(WGj5W*aqxRtM39&(J+Dg%NtL1@J9H zG*Mdq)?Lx^IKN9Z$hcVPy#O_oEY5A}RfC|aRZqUdDTtZ6itXtQ4I!pXs{H0h%rX*s zHzl0^S{<>P!$ah$O+qCe8)vp&(KYdDqbhGdLHoJ*;kvM6gPYFo@n`yIwII?yADwrs zuXeAi?=phbhqa6>%5HWwuK%6&F>p_8+rsHnw*1`WC)UnstbM0%CAou*krW40okDTL z+(dqo_H<96PJ-JzY&b+#ky59gtd?aCAFcVxPcqo!P)_2ScXnIPm)+`5AN7$^#EB7^ zQEk%SmWr!VtulyUA!R6 z&Wnog@HSSZ62*Sr6^QFC))z}u5&~`Xnk?AEu=u@bqCz>tE@IH)u^Qzf$qHjL(}%sW zF$W*Q4ljrVw!`EXk$K(#+!XaiUhPC=a*RharWsVu)q)xtq+w>~??fB9GPpdf|4IRu zHx8^)#acU|i&&G&JQ^2cW93%=_`qg!MF1@^l2dDkg3Ce&+ZN>>f3`;>tSKR`PiW<} zI!;fy2Q!0h4Ui96!Zr+@3C?hQls!pKN3~5&$W>u>A*tsg$(=O%d zTo2@`V$x0YVz>v|SC!|>1o)|!VdY}bv4*ukdPnPFMhOIVlGf~pt+$#Z{TPM0sNB42 zzkbN7HhK1{$@_qbdg4|-`2-*Q1)s~mzz7p>xg9lJz609H&)VWGKMH=3x$PZmAwA#0 zxvRS_hY_`bXj~39bW=TVV_XOyts%Q#=UDqgrw`BC9I)u~gIeo)(nG-p(4z7-rF)SO zL1=ZrSXIQGi3vF7Xpd7K-K^jq#R$4hM+s>aqFdWEBhKUa^)%+d`6e+UIt;n@)wUZ4 zrg;>o8lG>Nw(W;%qGYb|ZJvMBAi9$-kZ7*v_YoS(CdSkkB~iB}UW7sUUtYB}Zr&9- z#CLpKBP%z;7W*eU8Y1lshmN;>=!DLNsQMo7it5%%p73{sVDKfx%!6bS92tnV&PUv_ zMBRw3*+Ql@oDb)gjSPn2S%JfMz=BLKYK6v`)a-&XOGgx=u|O-9B#QyYX3HbJ$17w0 z+5}gsYsl!}pQsv-NbtdVVxx%}J>Xg3yAt&084x(XX%L}G`A1ozA#gRD{pWuCT)jU0vvgJWdK0RFv* zUQh)Y*;UU7{w2N`(29nLQ>8kd4Z-s)NbTx?z1yYgqK~}Ju^mj55;Ccb8sX7A6L0MR*w2xYLhdK25<1u1D|Pxd*&98?!e!>>34|8)o7K z>2_9pEHBXdwx@ZY$UShn@6kfptxi;dquQT?lNe@>H9nUl5&Pc}aYLRO*M?rJ0`ke? zCd<=0CG8ZjTaKO8g~6&Na-0`jrQ5qHjAyNzR)(Gxp3sv6&<2bI^D<@3;&HZXvbH!Z+7RtlWAHc~9A6UtSH%2!;?;hA08vML znT4q03?P|Te^TEiJ*L!zY2+zxg~z;LNVI0ZuORqV!167_X)$3GYkYlEdFi$Q%DIZ} zmq%;*v@=(sMYfAKE(stR`cDvvZD5nLt)A074u+HS;qVjt-MA@Jw7++cpU#Hen(uOJ z%S>y}+Bua>UDSV@^v47%>RlUoB&zkaHNo6V84kY^sU6YsuVfL@(~v56h*kZ63cc4# zt?$xgH?d3j13SB~+!d}~;T)C9VfRwJ{wf52OE~WmBHr5Acz#cIjSg?M(EWNE>r7;3 z#Q=VjlJ_!sQw!fx=g1>!{cBnIr6(TRlgD1t1e&qAUQ8>iV;>D~RWQt+Gmem2FFei4 zUm8{xpNBqj8l`Sw=sC=uSumx+1+*`3;f1b8A@XBi zSc|&hzdYXPY?W(}Di@fpQq-Cv$j#B_!%>gONzI zLpH%;dTKf#umvtM(x?sp(Fp6fr_LEI&DiuU?gN%>0ew#tb}xM5l2BCbf-RAQBAs4k zDzwrU5gbxqZ7PG!oGJ$5srgrIqo29Ci<`Vr$}#=eZ$z(oXkc`=MX>C zFcTMZzS9@fI5y3ib1G``H0np9q0Dmy2d+eoasML;#S~3p_#RwX88HEph#*ELl8uXG1xIAH00=X6B1Db8Tid zdpjB)88Q;q<1ej37qu90MR)m0^D6-*_ap4A&;^O5ivJWk{Ud)Zh`6}jp)TQ7TRfi* zoFPlHDDS&grNi5U(u5Wju(k)?+mavZhbW?f>BZ>-r`0aqBTtpRfZMbvcD@!R%mX6t z%faW`v?^|NXH$di$PU<+~v^9(Z&S!}i@ z^9_~_0rk=t>=GByKRQ^+$aGd@IZCUQrNh3o*f=`D}+L>>@51ZLL|(?bYImX!zJXY zfYSMAQ?GvIJs->DM*376;?o01YxL-wwN~dq*rxS1e;aqCLKCg1&EDwp*Wsv}(=vX^ z;4Ub7#1+PD_$l#Yl+k05h!W^8DWtebrF;4yHIn%~Q1z2vy?G>GVJ*9}ST~lPR(8zn z@g9+F&!|)VJdC$sDQH`$3cV<_d*pFdSM&%*@aeJMeU@7Qt_Lz8Si?S9V!d|On7_2M zHp8DuuHhpdX4-Mf-68RI8@OL5>#mgq$?|CSYd%|Bx*)%zJg7?X|ErL7-u1qH*=SYg zdEN-)k1sxx!my7OG4}ZftCxhc=Yb5LeWc1U2fton>Gnid!g{Q!6Wg};_@;B_!V$?5 zIT!It5_-{nltv6WkN(+)Z63NTV3xi5W6K*!tLcU_=n8!<**zxvj%|h;XMI!YQackZ zRL6vy^`>|)P*XWY2N%OOd&}P5f1TFkR9(g8QF65&Au~6|PSaz(qdvH52Ci|5*q`CW zDHk?W)x_|sxk>QT%`mkY{;dmAcHcXU;`nS1xSE=0_b~TX25*W%wy-2x$bLa%1@}BNQQYFMQy^$Ne^N}t@cMjQ zM}vd;)B%hFkSuo^mwX)E7AmwD;KOTnTa(<71@3ks*Z!EGptPO{cXd51Xj?Qf!iv^U zw-~6u2;ftwzM7hT@g#RzY|xFRug!*6o@))VeAlCdeZ}}v<=2i6AuXP-ww`I<7v~=M z!HZiiJaa{n+UxKko3$^WcjFn69qZisOw%uD(>+AVD{3{|<|yLUw%KKp0al*NcV(uZ zy5uf+6bed0sknQ%qH4L_3#-jm`%_D)JDKoZqTTo7YIAJwEe$Q}Ja3$;?dH=K;DG6l ze;!}!{mAPUB1LZV#H0v^>Z+xs!u$ZY(Z2cQRIyH@B_45RohrFsdl z>vSZh!LqxOJf)raI+w+fNiqc>WQn+S`td-V=aYKGL|Y7=^2Gl5Q4MHojeGo>Gd5LD zvaKGZuKBo?IZhKqQ#i;WNW|}WusC@Z9LYi(JN8}i$rzRgd=zlrlOZ0=5GSfWmRUVhhx^re7gKHGt_`KP{`}Ib3&nRW? z4PGoDITLBh1J6oT~R}D4GwV2LY!nLL0KVj!umnJ#ed-YqLgdG z`~?mOlg9?b2+{Le1aF<(>iW50oxNdfd+-BKtpPu-SH)vD{OLO(E`nqFIgA#k(GU73 zSVFw+^BGR5>lJ#&t0L1ydD$5Hz`)aOV=wFljkl zr#W_xbu<--rZy>`TdCqBU%XSVTu(_^)Dq5PmgGWpW$nu!dE{DvXi`y`Jg_+~gJL=; zAVAZBt-;ULb^!^cNv0mIqCA9F6}f0|uCbz`+K)>_ts3xNo$TrEi$-YXH)TYOHW2H% zxZdQ>eA$i2ah#=FKjgSoQo1a8nb9oT(u(3+I;ehefec26NckD6(*>7${!cW;I!M)Y z-M@|`s87dJmtpZ7k*TsP#B8;1Wr~g&#~5cgaXxlG5)bMlim=2OZ>_)ZvA;c)4aV*n z54)DmgJ5`fduDUcb6M}CsjBG7!s27466%@566H+TaG7<9&Z{4ssEUz7!_ysH*a zftSB$^g$vR>V=@|^Wn|San%fP((Dj9Ov9;oXXG2KB9CN1%SczP&^V+|3p2vZR5Aui z3bKhok5n?}`(k0sXr*zm4!QslMT^Q%Ui_0tX%;KI=;=c-9vS{>poQl!$bsjBKaoPO znrwcB;)FL@bi&P(qWrSZ$WG@7v~{RUhg0D6RV|w7gf~;Hna&?X-o-?e+JB3Vm9mpp zEB+3a!!eP(UlaMJR`})ctXiDeD^IoT zIyc0I4%C@X`yd~#`Jl7N9{M7kH_aQ|=`veK&U!7)kJHyXwC22>rON_uGQl7rd9UQRAbT9NQyOHv=TDvRG3xLIr>kC?wWq*(4WTd zz7_v1JZ;Sfw0agkH@rU}X^VG|0>7^impf!%nO1=UhtQIcBP#3rg31p-@fuuP)dPXoa)VAr(tn)J3HR1_c_7G z3{jDz>15=;^0P7jDnCunRxJ%D+k>7Ny;s>~V>IqO9e}b5%lq0uaSHQVxM#|gf3-iL zFYfg;3Y}(FOHOep!ptXp^EaG*b4zXm0S0Z?M7Nak$w`H8GDS<{h4|H#(#-Q(k5Xe9 zPJ4nqxv=m6=BCNAqDKd|cChw!+(=Nxeauz{M`eVcjvQ@OCRg)X<=tCDmZMG?Z>?PJ z@7a1j(rpv-#2*n?kTYDag~f}P*~hJ2#$tC14oZqDiA(=id)FG3WVVLuG$&_Pd77!! zoV>-9mRYH#sUvx5%EU{`NxCU0P1-n$NJ@w|M2}6AV@jk0d8J9s$i&pZP=RhEDqadv z5)>*ggm_5}P_757v(B3H^PIo)=UZ#9y}$MC%e&rpzt4W2{hcvO^=J6XeshkF{g!|; zONcpC##P|(>eH2>J@9uO2BVHeY1cj>vy(aF+*%ISE*W5rTT}P9jT16Ykp1a06Ykb& zB?;6GX7uod)v#MTCn0zS1+-QfKUzvrByFvyXnxj*;hp5-L%|z12qqG#&g4l&e{kVI z=d01{e^^v$3bd_3_A->UIf}f$g~rA)RBMG-THA>WuAOHZ9Sqx+XGH`q@&=TS6ODCq?sjA^y)aTQtZ-^|>B z)!9zbU4`6&bSb7m4Z#0W(mlt1RANlv$5QHfFYmT>mzbLX@l9!%9r=XagF24+CWwBQ`*ka5z7! zvaR-{o>hZH8*D5-LrsZe@|YU8^EV|e&6PD{VPs|v8&=i;I9nFxNIYMfAt8Ajte< zLQyzm=6x2N&`xVO?(Z**9Fz-1!bi-H)VO2q%RhlfaYh1O+_p(+oF4tcK)qzd8hO4M z>UA7tkvcd-$9JeRZ?}v~796eOJi#O; zgsQQL0MdKzo{FO40_(ARwu*Y06LBUyy|op;rOMHj$6M~~SI*%;^Xp}ebJ;VV3@;~+ zYLYy=!l%QZzHSI?N4>#Dex!OC_3OrR@v&r03r7VV*YGf~==fH_U(urMknM{Ahc){! z2P4L#$jZsrm+qnO(%6%)0^u8w;jwUg`WavcBn+$O1>nR}I={jYn>#`GkkJ(>!8lJB zxZ|F@gs~`0_>APhMvGKR)2Gb3CR*HLvvF8ethR2p%TT0M#FGVS)hIM+q4%{5m{#s@*RVUr>*ETdcZ?%@;tz;Tzki;02V_<5M@*li?my{%TVoa;+Kpu}3m}5A5(;_i^KYLf&9wYBbR}}0%{9Tn9Z@g&UUy?3kk*Tz!mO3dG6I&-v$Fg zOqbSAW<=MArfp%?#+FiZo&bAAt&HNTubHu6>VOGvH#sV%nIAO4W?u-4ah`*|2NGqI z%iE}knB9Dz`n=kj=+m-;n(_;-098{BZa!CnD+QzTtVu^pSw8aI>+WXf%&jzn!w znDHPUHE`P;^FXkNDH9?ie(}0-L9lKWladgQ)pVlOMe(~|L{*{GCcNf!Tt?zB!Hmg-^oGeFBS%{VV@Q!;4iUfXwXpS?R@TXCJlfsC$KiOM-8c*~bK*k~D^~c- zdv6XFK7TRMK-F?gH{_u677%cuiH16>@%BqPs3g1T@aW-#15CO7G#C+rQ#S$XmsaI}VaK){QmXkmdS=2_bxN|RXA;B0C z=4q~AuKv~Q{&P!>GAD;UFReZJn|I4;b#Xz#zsxZP*GE> zU^$q(dtk43IiHtySH|)OHX?W#B-wuP$%bD|85IF65g8=_ogn5foDTTXD`$y7yo^o; z@GuPbL&ch1fdfp%{kvU*uzuk+EoiEwMvGB7sH=}@znppn+n)QTs;L4a5%8!Sb$|^S zy$_oZ29g4Rw{j?pod^;~y#9lPA5 zo$F!u&_h~idxRltN656sy{<9@b%udqDIJAG_wyvr!L3~>1k(I&ZAH!yb8O_C{0x{m zJ~B}n>g|1!4e6)nytd9)X$1td>FUyl-%+$6c<>N-$2@er-e7#kf@?z!RwRU{`Xw{# zANeB)^l0JxO$sO@T;=v4y;_3OcGB6hoF{JK*y~s6PI6mi7y}i|@+RNpG3DYc=v+S} zLK}bADUmo<<~{`DH+5+sb6`hXF144UMQHUStP~Tt=Z7pDEEUE2YD~5gRTxJjGYWl@ zy~47Rb;1}aS|{sHQ+X(?B2QJQ!>xtZ6!(zrM$}9*HTev$@A@?F_(VexG?NA{L14x$ zIVwy=oQd9)F%+prjGOksA31PwZg_dae!EIM-0Q& zhN5db|7d=HoVKKIAo^S9;N-%l4f39e$N7kgmXscT&W~JV^+LO5m5SU*N_x{phGK7CbHeF-+Xwnk?arBUUFI`!T}FSTxUz@b+NbQv8M`fECIjEjKe+jNv^L9M_N^99lRA~H8@lOoW3*v3oy}j;U@npQC19q zZ|LdID2#@Nl8EReRTDZykJItd!vt5aj_5K()y_f%J&bqOFgjK`(SU@~l-{z1Z8QaR zm+hmccm6GoTeYh4OwiPtcNhL6dCRspY3}+ysTWsNE~$sZ0I#h7uLj&$pT&|7VwNt> zDle-K+2;oV&8k)QpXB8qiWj#3S@q#gsy}CAWd{Ct+W_xS{`BSH&$nIr!y~D3$(CYx zU(4}Qn*CSRO3_Ok5N6av@PBycW4mX~SBVi|cGRPf6Ti~Cz@wplw8Llr`7eta B{@VZm literal 0 HcmV?d00001 From deeed2cdd2f3bd2076ad6630426d11076b93bf55 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 23:33:26 -0400 Subject: [PATCH 13/16] update readme --- README.md | 77 ++++++++++++++++++++++--- img/nsight1.png | Bin 0 -> 33284 bytes img/nsight2.png | Bin 0 -> 34163 bytes img/nsight3.png | Bin 0 -> 34529 bytes img/scanPerformance.png | Bin 80526 -> 79671 bytes img/scanPerformanceLog.png | Bin 0 -> 95496 bytes img/streamCompactionPerformanceLog.png | Bin 0 -> 96802 bytes 7 files changed, 69 insertions(+), 8 deletions(-) create mode 100644 img/nsight1.png create mode 100644 img/nsight2.png create mode 100644 img/nsight3.png create mode 100644 img/scanPerformanceLog.png create mode 100644 img/streamCompactionPerformanceLog.png diff --git a/README.md b/README.md index 66375bb..4569795 100644 --- a/README.md +++ b/README.md @@ -17,8 +17,10 @@ This project is an implementation of the scan and stream compaction algorithms, Scan computes the prefix sum of the array so that each element in the resulting array is the sum of all the elements occuring before it. This project contains the following implementations of scan: 1. **Sequential CPU scan**: A simple scan algorithm that runs sequentially on the CPU using a for loop. -2. **Naive parallel scan**: A scan algorithm that runs in parallel on the GPU and sums over adjacent elements while halving the array size each iteration -3. **Work efficient parallel scan**: A more performant parallel scan on the GPU that treats the array like a binary tree and runs in two steps: an "up-sweep" and then a "down-sweep" +2. **Naive GPU parallel scan**: A scan algorithm that runs in parallel on the GPU and sums over adjacent elements while halving the array size each iteration +3. **Work efficient GPU parallel scan**: A more performant parallel scan on the GPU that treats the array like a binary tree and runs in two steps: an "up-sweep" and then a "down-sweep" + +**Note:** For both of the GPU scans, the algorithms only work for arrays with power of 2 size. For non-power of 2 size arrays, the data is padded with 0s until the array size becomes the next power of 2. This has potential to be improved, as at the current moment it has the potential of launching a large number of threads that compute unnecessary data. For an array of size **2n+1**, the array will be expanded to size **216**, padding the last (**2n+1 - 2n+1**) elements with 0s. This is acceptable for arrays with small values of **n**, but say for arrays of size **4097**, the array will be padded to **8192** elements, leading to **4095** unnecessary computations. ### Stream Compaction Stream compaction is an algorithm that, given an array and some condition, creates and returns a new array that contains only those elements from the original array that satisfy the given condition, and the order of the elements in the resulting array is preserved. In this project, stream compaction simply removes all `0s` from an array of integers, but it can easily be extended to work as a template on any given conditions. This project contains the following implementations of stream compaction: @@ -27,17 +29,21 @@ Stream compaction is an algorithm that, given an array and some condition, creat 2. **CPU stream compaction using CPU scan**: A CPU side imitation of stream compaction in parallel, using the scan algorithm 3. **GPU stream compaction using GPU work efficient scan**: Proper implementation of stream compaction in parallel using the parallel scan algorithm on the GPU +**Note**: The power of 2 note from the scan algorithms is still valid here, as the GPU stream compaction uses the GPU scan algorithm. + # Performance Analysis ## Time(ms) vs Block Size (optimizing block size) -This project was first executed on an array of size **220different** with different block sizes to roughly optimize them. +This project was first executed on an array of size **220** with different block sizes to roughly optimize them. | ![](./img/timeVsBlockSize.png) | |:--:| | **Scan**: time (ms) vs block size (# of threads per block) -There is little gain in performance beyond 128 threads, so further performance analysis was done with block size set to **128**. +There is little gain in performance beyond 128 threads, so further performance analysis was done with block size set to **128**. + +**Note**: It is shocking to see the GPU work-efficient scan algorithm perform worse than the GPU naive scan algorithm. More info on that below. ## Time (ms) vs Array Size @@ -47,7 +53,55 @@ Each of the scan implementations (CPU, GPU Naive, GPU Work-Efficient) was compar | ![](./img/scanPerformance.png) | |:--:| -| **Scan**: time (ms) vs array size, Block Size: 128 | +| *Graph 1*. **Scan**: time (ms) vs array size, Block Size: 128, time scales linearly | + +In the above graph, time scales linearly on the Y-axis. For smaller arrays, there seems to be not much difference in performance in all four cases, but with increasing array size, thrust is the clear winner in terms of performance. + +| ![](./img/scanPerformanceLog.png) | +|:--:| +| *Graph 2*. **Scan**: time (ms) vs array size, Block Size: 128, time scales logarithmically | + +In the above graph, time scales logarithmically on the Y-axis. It is the same data as in *Graph 1*, but it more clearly shows what is going on in arrays of smaller sizes. **It is very interesting to see that the CPU scan is even faster than thrust for upto 100,000 array size!** + +What is surprising, as mentioned earlier, is that the work-efficient GPU scan algorithm is *slower* than both the CPU and also the naive GPU algorithm. This makes very little sense, because while it makes sense for the CPU version to be faster for smaller arrays, the naive version should not be faster than the work-efficient version. + +**What could be going wrong? Why are the GPU implementations so slow?** + +I believe this is happening due to a combination of multiple reasons. + +- Every iteration the up-sweep and down-sweep kernels are launched, the number of meaningful computations is halved. However, the number of threads remains the same, therefore the number of threads doing meaningful work is halved every iteration of the kernels. +- This would still be okay, except for the fact that the algorithm works in a way where every `s` threads do meaningful computations, where `s = stride`. This leads to branching in every single block, but the goal should be to minimize branching as much as possible. It would make more sense to rework the indexing in the algorithm so that the threads doing meaningful computations are shifted. Instead of every `s` thread doing the compute, each thread *until* `s` should do meaningful compute. The second half of the threads that do no work can be retired early for use in other compute. +- Neither the naive nor the work-efficient scans use shared memory, and therefore do not utilize CUDA's capability to the fullest. + +**Why is the thrust scan implementation significantly faster?** + +Thrust likely uses many optimizations in its implementation of scan, such as the ones mentioned above. + +Below is a screenshot of the Nsight timeline for this program. + +|![](img/nsight1.png)| +|:--:| +|Image 1| + +The green sections represent copying over memory from the device to the host, and the red sections copy over memory back from the host to device. These take the most amount of time. + +The purple coloured sections are the actual kernels. This project's naive and work-efficient scan implementations take 27.4% of all kernel execution time, whereas thrust's `DeviceScanInitKernel` and `DeviceScanKernel` take only 1.2% of the total kernel execution time. + +If we zoom into the `kernelScan` section that takes 27.4% of all kernel execution time, we can see that there is not one, but several kernels executed at regular intervals. + +|![](img/nsight2.png)| +|:--:| +|Image 2| + +These kernels are this project's implementation of the naive and work-efficient kernels. The CPU launches many kernels based on the array size, where the number of threads doing compute reduces by half in every iteration, as explained in the previous sections. + +Compare that to the very tiny thrust's scan below (zoomed 100X so that the tiny section from the right side of Image 1 is visible): + +|![](img/nsight3.png)| +|:--:| +|Image 3| + +Thrust seems to only launch 2 kernels for arrays of arbitrary size: one to initialize the data, and another one to perform the actual scan. In addition to the optimisations mentioned above, it seems that thrust either performs the up-sweep and down-sweep simultaneously while also managing the iterations on the GPU side, or it uses an entirely more efficient algorithm altogether that performs the scan in-place. ### Stream Compaction @@ -55,10 +109,17 @@ Each of the stream compaction implementations was compared against each other wi | ![](./img/streamCompactionPerformance.png) | |:--:| -| **Stream Compaction**: time (ms) vs array size, Block Size: 128 | +| *Graph 3*. **Stream Compaction**: time (ms) vs array size, Block Size: 128, time scales linearly | + +In the above graph, time scales linearly on the Y-axis. These results make much more sense. While there is not much of a performance gain for smaller array sizes, we start seeing the benefits of massive parallelisation on the GPU with larger array sizes. In the case of 50M elements, the GPU work-efficient stream compact implementation performs, which is a 5x performance increase. While the CPU stream compaction is sequential (or imitates the GPU side and is even slower due to the additional overhead), the GPU scan is able to utilize massive parallelization and perform more compute simultaneously rather than in sequence. + +| ![](./img/streamCompactionPerformanceLog.png) | +|:--:| +| *Graph 3*. **Stream Compaction**: time (ms) vs array size, Block Size: 128, time scales logarithmically | + +In the above graph, time scales logarithmically on the Y-axis. It is the same data as in graph 3, but the logarithmic time scale helps see performance differences for array sizes less than 100,000. In this case, GPU stream compaction is slower than its CPU counterparts, up to 100X slower for arrays of size 100. -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +This is due to the fact that the GPU work-efficient scan algorithm used inside the GPU stream compaction algorithm is slow, as explained in the previous section. # Sample Output diff --git a/img/nsight1.png b/img/nsight1.png new file mode 100644 index 0000000000000000000000000000000000000000..95325f7dabb9bf0d751f8f076333607957af1f03 GIT binary patch literal 33284 zcmaHT2Ut^Ew{1MA94iVcA_^)^KtVxDs1^i5ReDFdQl#EwXlPy+;%-jUvk1%yzg zh90E_5+G7S2r0ZB&i~)??tO26A0OG-i?#M@bB;0RSVTP3(>QVT!chm zLV`dCEdM?Xd{bxjd=vO}z}GKV=A3r`#^x-iyG=%>98OUx#5D6!n!i^;lfB7o{wbb=WFl<{W^f?>0Yzk$km^|A<~=P zDdaN^-}$hV+0#lEq7F}w@YQLT(Kt4)Y|c&AwQh+Pmee|DABU|db4pj;ad~=*WC39k ze7QEVeVs=|G9m)~Vm}6zui935YpQH#Ogs^u8BlgbhskmEw<$L2Kbx8y#?nZgPWSn_ zyaMGq7<)|IUK7GmWp6Rfi}~7OXDK_j>qj&%8JOY6lId&PGia~tSQD~v^ilu zTfFt$Wur#Rp^f-Nb-LzTTo!a0boX#Qu2Uo*wbt5>-3PiQwx9i!EE(ZU8|J4${pRen z*AW!>2mVZa8%=v*X_X5B-w{GA84l<*XE#l)=XxW}iET76c#E=kIgsxdKdX0-9!@E) z?F`y>$GP;yYuhHC3N)?jU<_nyEG$UE8^WwNf2k(==M6l$eIZ&syXI43t8j=)i$<%- z#&z`E=X8Wjr8m)1ynCk6Kf44>c{ep@ZCaz)Dj1kqIl5PhOVovqU-F^F_F>w+o-N8@ zNUgu^;|#+WPErDHPZ-oX&$al)D*5zX!p*=r+7wIKEUVVTI#xHbQ-kW}s8g|?a_c(H zLkgcqA_Lv1fy4bGi9zsU_vw1|K4qWSgssqrN?fGslb*UAEv^K%4t+~iv?-$8xnUZ+ z>P`Bg=?nr*EWYkxPGjf$_pqv6)`8PPfyz5M^eGu^*RIXb^Z}!W<1z^9d-1ZH+COD| zr48gmwIockxh3Sf6QUU#d2+!?BbKHyowj@ZAq$0(GuQa1T*EvSed_2#zcVptsuQ-6 zSHGJ=Qn;!LrU);?*UA?*$0rw-8nS(8wtFpfud|URO|-aVP5Wt83)qMg&XlOAdXn$a zq%rN>7F+afUeat8stFzwq`~egJEO1LZ5>;ZXv$Pa8{J!N5b&Y==JJ`*ei!Ih09_9Y z&JX0*&GHn3mC&;?x3Xepm|i@b>HZcOKPnkOQyWLr<>+pI=imkZN$wbC$f&opFM z4YT`oYgA+2iBwJV3&E=+(KP7|TT+4Y$>>F#-$C_Qimum(bnv0B>bf4W zGf&`iL^;VdI~csi$CK|sPge>a4%P*xyma~R zw!Nrq4a*$E{c9>Tvjg5F6KMoB)vavc*a6U;V&~jHbsU{s8}`AQXc}ds$qSyFE*DaM z5e2^owNbj9rdV)LN(MQ()QMe)gooW}RR)X3hi4-2rF$6)?ky&p@v0xH*t`m2Y@}mC z8Ic=%3}UcPuNUmjjFn}V?pia$a%1Tj?s8#WQ*C7!AwAS+zAF{R&}?K$Z-^l)YJ>Ic(Q6ZUr*ecX-}w)6^(RjZnh zaCSX^BP+AcerVb1fGYN)Vn7d^WuDChMfBb^kEOQmBnp3Owiyi(Ge}QiyrswX!}L_} z)qCqFkTtU3k8Zrj#c{w_95!x^c-E_rn(bNpzC!Meu`iT5%Y_SP|Q-{N{zULs2AcLbcYs?KisvQ%`<;@gRbtxX^9V zGcDkCdvf|Rw)4BsB)-+1d|SQQ0dhmD8EvexQz6&Yp1*cW^%%XhQ*we<#9MxNJx1uP z=#1?Z^rqbqCDQjaI*cYTQ*nLbBIR!5tu@i)yV-!*vQV5@z+%dA_1Xc`K`5)TVUs~=vvujU zW4gA4M!0hzK3P?yPWd{pC`gFkbvq@#cs3s`U{gYAHUUVo!(ubNe(|p0qS-9edihx0 z%8lZx4VYk3&VLl?H(9DQFq$?_jJqR8{tZsq`ClopMJxy7a?lr(45l4Vg4Bm0*e%lY|aLZc)7DYF36anbmD` z-Z&4`Hhr_7CXrwB$%F1e{f>fPL$?f6HQ&Ahr#v$+n_-gXb=MX$0#-1-SBW;)dAYY* zAhMQMo)JR039xs#3Rd2$Xo1+{(dYP`d{M}E%wh}Fa zHBsut*wko>oJSJ3Ir^Y(EY93K058X%1nS%JHKw&n^i@lN2-@|K!tZwQ9rvB>Vv|9H3X!`8NB@pH7r1nqv~;+) zEyO?g?0U?a-Cnc75!y9d^oiL^(<1U~GUyZS0WLSkS_ubhRo@*{>xZ99eiAbUWJdAEk(xgP8vKdk<;@1=z(Whac|Ocp{S>4HQEm^>W^+1z=dAC>*whhZ zrrae{_as~9Dh|OE=IrU(B@_K4vjD)G5j1hn5W;%?4rnHc#$=ypN5>^}p zKx?}SM9xGOp0|0wZRS^ex$l%tBiFzK3CH~CD%<%(RVF9Ji{2JvT|sqNm`mMysEdi96hqQh{d`3 zZW6uzqgdL1FILPdHvT`0?bp`(AGPfl+po?2zt#4ijXJX${m)|ijn@AE->t@Tx^cpX z2mR+5`lBKU^o8(@NyQU=cq+_#u0QRY4#YXwL|6q*&#KP-9;QDh zH|XM9&_URbhi5pe^sS4Og)Q`cHr zT52H9BmW-OI|9kp0Z2F^m^fMr1xVv(sE)q=<{w+udbuOW&cRnAhz$P2&$?p7|u)4GJl4D_Hg9y%spzRXflAW z>QYs`t@s+}WWm8Dj!DCT7~@;xTeZA7fsDgdj#m&pPq^1q0XvgFLosf}1=Q-bsJ5Lr z#|8nwc;ndo49aI~ZL-(ub8&e{`0eJ=-nvg{S z4FIn*Mr<*`c$7$a=z{oyT-cnP-(+)emCbfCoSMABTG2H?M-;bOHt%n&mE&;F{3^3{ zN1(1SRxO|jAwNWekr<}Jp<^CK3dwBV9Vt&rZdq}v^qf|hE^8!+wX85ma5Q~MLv;|d zbSL)~&(d-n-^kldXFHp>D5u5~mfBWRlky&qbwb4r2>$GjC3#hX4s6l2rMOJ~fTR!# z4}wI!eQLJFr2na%ZI0VWl!47gWUX{{8%#3mhk5Zi#gp&EFCz?NZ!^PqhdEg9^u_+~ zL`M_IoCaU8+RW}~U8)e-8qOeZ{Q1t&%>m!JUzHR0+VQ=UXe@_Cx$#S|=(v$ymy;WE z#HX-Ca5`dO)=pGV%HTGmQ8%XZo9bT@n6a4ZGd=0LLLcT3Nrdf&*6KEKn%9)7yyp#Z z=Mrg819vsy?szHAZOJ6InPRP*v7VwPyRNuMp{*L%ms*ZLG@M3z?0JGo4~FI4+U+|I zc(Z~Oz-%P`72i{I*!R;zvk#9={8LnS2Vw~U9hU-Aa%B^rFt_W_mrB)r!_bb#gTcvK z@{@-Hodh4Hd|(sywMa#sUY@*|a_vU+>WAu@^3>PQmY?gKDPfR`g)Q8+`G?VM7h17{ zDN)W`Qq`pslPfiUf&9wjJ1)Rq9VP5f{^MH*g^@1K&hs_puu^1IVPntUx++rxrD?JX zkn~Xwke}fsy&FxBL>{wyX4Q2-;AUj_F~k_BoUebv4@ZqgeIMG}o|n1vqIHi%+3X)> z-=20lzSZnzUEE;mwPQoRws6IJA%#2Y@d^LZ3x$DUuEAE(oRXRfGXiXc6U+YLPVVks zN{9*Ib*tD@3;J73G1w@%3tMKWY~zolH6C(%7F&IaaMD={G;d#$YLgaUc_hI zDH#b4Ik-7CmSW}Ies*J)8(lxxy3;P%g$kT`I?CD7i)IqhsSS(slpJf!aPvyPMSR4i z69_dSYvF83If;?=pX%;u$Ayj}W*+JO8Cg*+Q2n6wxLs%(pFrz`h^1}mk1fBRczwLk z;EJATq`kT`LhohydPr%ML0=PRvJCcWPmSxx0qR)|M}y=O71}5r6P2@_TDyNdt6CeG zGsH(p_Rc?ynSzqvz5UCJI<7f$8fcQdQThI=>JPR@wmNcMG*&C!rB*_YHEPT-vmBif z8ESsgct?-;a~Lo!fwdZsH=aDvXAb-PD@5{QZ%gJw>=0$_0HwLG-p8$ZZ>%$C-e8nA z?vM!!8FzUfy4i)rOA|)V2t&$}k30S_IKg%g;0#{4t$h z`)E>DJ6cP}*?K`-t4b<6?>TrvJoGul*goLayzpEs}HrK=r@+CwCfdGglLM!dyVebL_) zaBEq0>&a#@(K!pb;f4d#b1TRpAAG*bW&IvLDQ$XTSWSk-zU6-&aD@B|otwwmv+j4- z0BlM<9v@Z2^ZWedbr>R%AqFv$a*`rA7q6(I^xwM~QZqaTXr|A6EWqviL~V%}F^S@e06%UP(kSbzmk|b&JnB8KN&U_L~f^p)Qe`bJi9O+(RZ<9C%YJg{>AOo`;r6D6OC zKmTM%-m^NiVmlzfxM5Bb5xY`*sPXG7cF!ZI#{mW8k$`^|-~9r?O+$TUr$x1y?bh@^PeWWxt=sW!+Y_ogtNB2|TeC)5dd4-)|&5<~ag#bum zG&^AOT95KZhHtSzgp9Q7_@{1Uj+!a=k;ap{9f<=;lsU;i8Q6Dxrk}RG+FKbiZF=^K zuX3|dygwU;pUiiVn!0-)WY;>}-VfS-yabr^@-TAo!b}KB#hH#>Hy6IHZ2nYndY0_Snczcmo7QS_7mt^q zJd9OgCqnD_a-NU^zmz>FsgDmMe0l~kZvGhkaxKocZ;kngm~Jr1aFBXQ_`X#Fvv^_i zj8rw?|F;5Oostzz(%9rvT*|1sVEW=#VzM1^Vw_yg?xf_xhzuwTNeKd25pdlx1UiaG z1!goa>v|!)U_?vjh}BXrSh3#i;zho%B^Q-~9#S;ylAEqAZJgWA{Arqo(vQS+=0F=! z#a@2eJM5cBljv)^(3j{6)Cv7zLJZ;mU#Wy90MO74>bxR z^F)YMtb{&0^UU*3vRTvGycq|%ob8$iKIGIsUeBO`&Ij& z{yloX0(;4<=rh5p`$93c%#Gx3)7Fi%R3-&2*%5PT=tV&)v@~hjr~Afl&K`i|JSt4> z)*!XEET{IeChmD(p3mnZ|E!-7=LbSa);c6$tE#FtDDXW>V52JAd@;M&XgK9Ij%rvo|2n}z)q1ms9+2=m{3$)HfTuNeFV?&sV%QV zHCY{I!DN%?m=;C>5bEEwo9|b?(0xt*vZFnmUJpH-SJClXR zHBE$V@7#g#CG9`2OwlqX>XkfZo0TFWDp(xnGjn6p88X*`p(L)~0#J zhW`V`zhM=$UYscpH3@r0%I`DeWon=st6456#_4Q+mPjs4L{9J>1YLhtdy(N}mV;1l+i~FLOvF9PGWs6M} zye6h^;cQktGZmGi0#Vvg=~UtnrJQGO3TYWQD$~6 zGd7QP#~i|im_)q!K{4)lMG%k1+*wFfdxuM1E&A5(Gx7}{;&0zvb{Owo^MvM_{{wH{ zViS!W(rpoiWinsGH38_l`!Ggq=gKXm0cTWPOOnvx{<#=dVw}uO2F1;Ir-i=@ebd# z0gR(Tr5JaX+ar?fT)=T}He1Tgc~ZdQB5fK@+g8NPeLn1@gcVu7bazkqMc*vFa@E6z zoD@Dn*fv9^*Z=tu9@tR#=Bz)=PngmYSeHAx;ysOD!G2aESi>nTPlrhhGkK5D$suX# zj2I~KfZZw8cUfF>LOuv{5i3D~cFbw-d`EkM_|_xoi-m2E^bFoqudF+BZiEP0Yht#o zE!z~bR=i~RxhRvdT7n{u-DRtzV4cnbl(a5V-KbvY&swOA#Ac<)4aE3@BXKzNu0azD z7~HyPQB$d^X@-s6Xq^VT@OQ@)HVQUo(@jq-J`Q>K)`dw~$LVn%B)RON!euV8#d{); zOMT0@(Vma&$4k=0W3_vqrp!OJoBcw7WVEZdos4*L`ZVu&DG75@Bo4`6Yd_VPN0uT2 zjJQ|WYA=c1$+WlTWUszQhT-iNUWRX=<3m6M8-t}Uv4G@DWqddP2*u~fTx=y~p$TbT4@hPk(pnroq& z?|6KuXEf^Px-epcAjoMc$Tumx{blH!^kHXJ>9w9LU|`-lT3(m1%?;^Nu_QosflXN$t3V~dYua{+co$_LAJ`- zewC?gH~-~WJ04zNEk1dg*XQWk^Z1dYGN~gxGM=_WMt$)sepRz}l}e)ihryO!B9~1f z!*hQzEPl_pDB4@&cquXgdzLanmOoYouQY~sZ@!P%Uuge+Xb9gS z0e?7D&Z#>nl16mWo0#@OMTm(!6lFhE-|F;iO5)b9{}`>)g>gB9A8)@A%QR3-t@JL8 zQa|^DwMT2UtGC`XUK0~tl34%Pb*x8I>a$;XS|EQOT|;+JUVQm`lP+3o7+Qyc6y+&l z?9-D!XyqG}9{ti;-V{a>B-YN2`YSU4E($v67jN~H*^Tg!mO1jwE z(k@uqqFrZOE-zQ77@RHJxF|+l6_c^wqn+ep_us~gYhA>;B(FzoBp;F>NSZdoQG>aC z8Q>e6`h0S}Oe3@f2k6}Wv7BQVWFM!WYU4tfOh`swK(8kdf4P?mXd8+HXsdO}Y-gnx zUgvayr6qBQNHg^^RCZe#2@;}K>h#!KLszt%bF8v=#cm`^ zwY+6=`ESlNlLH;na{H;9{>rIMnA3hLFV(kdnsCJj=sk_I?b23ZnIsS7P8}1;V>!=-a%2C z{a1Y`Xn4P^%xj(z-r446*S?`<{hAUg`2d9VO7{lb8a|t^fMo>x-k?ci(WmczeS3wS2%%d!e#Vt9j8u zgSix69&gqoYi@cJlHeU}X|_7ApPCtk-Qvmfzm85hGIT1!R!8mW zrEW>ttlRtph@QKczZ07uk-=or+P36I*h=aTW`vw1>YX9n)3bkh<1d76Bf`iVQhZ#i zTS&SnqWulz!HA29P^y-^gl1PzbrVjUuzNR&O4mwk{1Q++ittby(Ka!brf26_NM%zE zc(gp|jSr$1-bLI>9JBh6vMCsse7_i<%ZX^r^O-V!D{#Tu^-7JU`r*~xNwWP%iNN0Z z=VsBxX^SCy(e2E-0`y_aiX6n!178@7SR|PoAQ;4r57Cti{`2L=C$658HLVjT2Ubz4 zrM#fW-gF$V#AxYc55N3JUW=+>3fgk+#2t!dG+IOLBF3H1(FFeqvil-1F)r#>MfZS& zmEp*3&y=9Tn;aKzA5jU}6E&m_jreiqlEc3hzWz|uQsO2Na#UZAaBMy~-IQb0S6!{{ zKYF|M{hQVLDOtc6kBcCYk9g8#j!kVn89D;~K#6jV&5;e8&g!TvJTdbzsro+lg-ujy z)eP+52**jy6p4x8<xN^!zQr3MENrk5YvkpICbQmG#KBlu&>d3o(}gd$q{XuBK1`=T=@o zWMAIeEEW+KXrc+CYPVaSD}=w)iITMx`>udb-SKymNHUhPR{kuptP3qtD-etLaGvv0 z>Z>Nf_-mTba9_rC1#<#D@$TP!Dq`88_ovukYZ)Ggp+y`KmQkBhem-U;Zl|BhR{<~r z@P(#i{ro`TpBiL1|{_p&s| z42zCQyY?7gC9gq6$BV<$nXx~;FW$`|$#nk#S%RLNMW4y$X*&Uom6qoIF zvPfP}`z8O978{LijWtm^2*1pEHEf#CQzdD{UlgBHTjnk0hP_mNQJcYgV}k#%@#v!k zE~{)yHYBV^enIKm)T@sk=jNJ^$6qvAQ2&;w@#vPb2!j%QGLPU}yul6WXLpgMrPoEJ zZW?>|MV_&y)OeRnOmgTN%?YU7I%5|CKQ`A(rwy!Ieej#Qj@HiRv+$n#z#4$pq?eh~Ja_U;w^!4?%;czt4a{R4;O6YfP+<&+v)V?jDU&YLxt&-S`X-j@uQLb zCg_YCBMeeX&>YQG)bB73262btzivwGI~7y?#X{{m%KeBT4tO>jf}VvPDVDU9@<2ko9%htMLmD zu6tAf!%}>ghm`93K*YjB;QUT5EBkTh%sx%@DPsDN7I?SZWEKv-~sPc2_en$F^ z_IVzb9J0id)dC3QS30tBg&lqc_^iOgqWYg*KjeIMy_3!c`l-;GX)ol~5x(_*MRZuY zNe3V%v-{up|21AY&xDy78w3zmDG3n6G(Q~@mfl|?cRt?_Ke^AyW!0tjwU}A`r*kmARICAcAvyMGuyn8 z)J$6h5E)@h1KcYIh@2kCys&vxd^{MxA3vb6#_D7D6fLp8i^G#)2!>KtU+9+RkFr09 zYO0i-3{3$Vn~3-)CV(imUo@5n(uSWKKZIIc>cgvKzk1ku2xP*?8VWyTYhak>41-K_ zdW^TJYRe>;0)XehN8n*Go51J*q)!!I8hi+3CYq`#g?FmY*MN$7j9D0ntF93E&&MOo zZS=pBH@_#gzPQz&VTAikS+Wu0;r%mi;=O&TK2}x~Ang6mcThlt>F$3r?DulxRhw0Y zQ8%q#u&DOypo7m7MeGsgLMibG-Gv-031X7AlhCr(@#5F(OG)-MXvrJvha(mT$DRwi zNEr+hxrGEqcN25U{hJ+448X)a`ZdENpd|y5*b&;_*mFQk;k_I+hxF>L;X600<_D>s1SG{;E&l6>D?^e z;3aeRcta@0+Aq#XO9L&pDI{VEx%$!L)=7#$<8CVET@TFGxI;=OMdaSY2GgrG zPG0)VH5xzqLM%JQpMg)9_q*DpKdAT@=QyERSi{k=`5IEq?&~h}Os%7kInRqyi$RN7 z!RE92PdR$MkT<4OqQ~B?m~cGu8+F)`0)5dKJ6QEfZIiJ5TN$^mySBPJdj%0z;8vj_ zRc;>gB4dp{rQCK2q|4}QLI8H+xp22r!Ra>WWABQ91dmYdZxYFNi)`(6MjDK_h-781 z`<41aX&gG5S1KO(g_*AAuYEt{5%I}mB>dQ#A%}oY_es(-=froiM?3-zF{^nG#_+%D zhce?6E}Smo>O0XD4Fq3N>>N{^3SUzh~cYY({#labeadkoTiJtHo{--1E-{ zdc>&=L}J2@QSJvIIM!yIn)S5e^msC4iSt6=b354Dfe1oDDh~fKN)h8sbiEz+_f^p2 znupnO{AiMdGyy3(HL!!qnABnzFVAz-? z=#Xu0yc6`BX&fAdj9QVp)VS^a`|}dL8v6Y4w8Kthw2qb@)&X)P`NP94nVkk`9@sx?Xe9^iO}#!NK9%$B zzv`6@#=>rXg01m*_qDIo)jw+s2s*u8=&D~FE~r2(JeT?5Q&J2NB87~WH9eeRV#*;K z$8hhah67wf{Az0?tK+}ig*fN$9g=hp)kkd{Oq|acR~69u4Tuf#Teq)eq}Dh`GcJE6 zymOxQ1S?U}VVU2PCJ#&$&V=*b<ItJRd3+HgW_I6?ev$T>*IWK49sZ;12{inPsvmkgh>WBuVLd0(rGw% zD>z^`N3n%2;<(rr{AQdoZUDa=Y7Jx{j*93JVbcev6ohPqMMQ++G?!d@WXLQm^3&X? zcOg3vH{;jq?DuvPy29U^e)G0HOZSxTK^0IwH@XBW< z)OTnMy|mox+&JvXbf77HGr-)fY276EM{IUsr~M@d4XeYsV#OketzLb$MnULua5~LO zvJa@X$lX)~5c$v1V9B;W-QcK=uuJsM5&U>1a;Ne!?^h;%M9r}4v1wAOOZ7ol0Cx)d z+~e8RGfZ6=g+NnmeTahV>9#K~5hWUR^t%`E7ZSk9A2UL8NWnQ_6U2M~4)i&Ehto0K(sw7m? z9`UNLdL~@l>|$TIc^_wT*s1Dx}t#5T#T$TrIQd(m#RjQSm}_>Y=kK z-@3_LE93d(;qlCPt1^i?%3RdDAA~LXWi$l6*a%p@_*% zU8RuxC$V^xU={VDABqb7{U=PB+KFGanC*j=al7~@D^8A3KeSV|PnHv~av{)9V0|xo zx->31g17o5hv=#HW8759_ejA=JYR3*F!^wiIuKhfAiip|n3DY-YKk%DKfw zk62hmpIhvQ^(&G>mEnC50+OLjE3s}WP2H+WF23Mu21`G^)%Q2Hs()<#ca&pU8;bgD zHampBpt^hp>f+QOr*cVeV*t_`G}qUpGSSWRXf0H8L9n}->APJJ6S)^cw^L^5+cM*n z8CCp*!Xl)be(X}==E!%&X@>186WUBG?88b>Hp(cOt?rr0zEhEsXajxYQg8GsFw3!Y zpDs@0+4{aStH0YEa?|4>eJVui?z5p3hCgAp+olMQLcja-11Vj~4e#5~LW{(tGZehn z+FB^Yw9PM5TJ)5KJ}h|l@E2Eg1P|!>* z6^zz3_-W3}(q84@%?RFgff95HV2Bz%+0KPJy#h)(C4{Yee&xIZNI@TGod@b+vJkoZrXjT(%&=ENBJD$XUzWAGUVrL z{_}Fe=d>R6fC!kFaO4@&{#(c%>M7|#09<*7VT5-}-m}e2FS+d>HbWjos&WU!5Ti6< zpLhluefwdFd9{Je$~hk2OJd$uF7LOWsY@y1%G1kL`%{DQVKzQUhJP3JX01&+cnG>) z_gGQ?BDfnRA2>ThRanqL2?hy;^#tfO9G^X0dO7UWn@w_l{67?N$r^pPtaa@Y^!=Lj z-Vhhm0&+Mlrz)Nf`#~T4tggdgd?RKo%z!P&@arXMZ3g;5@f@rAaq5RCjp&{Wiaeh~MZx{91&EG!;cZN+DS56}rRTLpDnW$>C z&ASV6%eNza;c)06l3D+In7aELrNAH`T*V@bIQrA`hAsQSYlZoIa)vZIwxs3bV8W2_ zT7QasDR&2JMTDZfTWx#yRv^m$h~7SOV5=UOQe%@IJog0|sHE(L^K!XRZSB;s-**yr zX2-j=@3h>LH(aK7&b#zrOZ5h&<>d1BBpm-OK=@zi>c8wYkp2Qlu-SqUB6uiI*ZCxX z=RwaOb13}*v6%2<2Nu5rl%QfP)(T{dd%C^CX37AC9W*4QSG+{{(Oe&|Na>Fo-T=$} zIXwk&=A-ZPUEpt?Twv7zdVH4FnL+BbC1u|B1#a*7v9jJDyL&R_B{-(N)6$hpq_hc5 z^F=A{(8&{nO<}LhD^D#*CGjsveZH7pKS^%Czp<;EzrgaOROmH8Fbe|7u~Ozg+t(Of zE(`2+%)*N;wCyi>K>C>Njxruq_oEpI5r9(fv-X8Vwz`PMX@3}~xH}jh&&r73abxl0 zpH90o)GNUhEGZd?AM|pofe{d_3cIVq^&-h99bq&p;7E_*1>S-N6J?ZNE9iNQKOs(FF%kVS4D@iH+d55B z$3^)L{tb++=2c-9if1WGx&2ITBzI}~Jl65k^Ly4@**xKOL*LO6`_bZ493l$9PG5V* zOXh^C5MAapF=w?wMJtTyhzNq0W6E2@@W^5ips`#dCK2QPlpO6@Vb3Qo>V!9`ZZ?l? zSflhCz;1YoHb6(coub(Pr3?)d@Y?*2=&>M@c;i00e#ou3gs9y{-Q2WzYT_&?G&%Cy ze$w&UqYvL749UofNh7TX7et-GHy?d4@@(FQ9giW-hXxD_k`93WcyE}^kvQ)%Kp%s; zozl^H0gkMNa!SwwVIFIgkr4N=pF<2Y_QXW6Mlpynn6mOPJD73;dFbv&Wrqbku%4@M zApuu#oU69a_ltGWH)H1gjzai&9rfST+W-j$(_o|SKcUw#Fdcg3&G zH@jrc*!Ar;TQN+E6S$A~_W@0sMV}Ky_Pgw_)2ye|uW+jJQ&GXUj%jkZG@QWlz10F2 zcmOg=h4jQmsMdTJ;JU_A)qZz`OBfyz#pzGuvr~*KM?}$|y4?%fJb+;3$OeCVk4_Ce zJSlOXe1bb(=4d?FHm-$e$}S5czOM|Oj*pub70sEef&4zyOzQ#Eoqj?Qn^G4|u|HKZ zeD&UJ@tOKG4S?A|jlJX2`A$sCoO2&5!cBZ&vFyc=_JyD@U zJwUtYLy~gYiklXeSdchj4ePJ)xR3b2Gr)$pzgG2axS}@xTR^3`9Ob4%{Nr-rl~SU; zhap%^RHA8WGbz`@6wlg9K{Ck2>(Pxh*gJcM?_rQ1N8-(s@s9&OJh7QpX~rwIVp^9*~Uza|E%&h8#~vG@XZBH^Tt=2z5*k%)npIdf#fA-q$6 z+lLiHjB|~LedJQ}(@k%O;Z$nWL&r%}_%Pay||=2R;2O`j0{Zn{4G-H=^aN)CT$I-F@Q zg0wBj*Ha4HI!56P1g2hGXI`+%`s)4Y%Vm3@JIbk82uSXsA`}aW5+(?jZ+?fIHpPVh zS$Wj_Y7T5&Yad=%dU|q7gi|4oS1$*qz%hT!!c=I0H?j611cn+5nC4R6lfAFl?B0g)mjP-iq_HRdU$0rZnnKN98##&eLJio{s1-d3KZf> zlx^ag6bnWf9Z~=cv79%;>n@~TCJzVU!&dze%r2&_ju^T)7FO|>c=oIArDrJc`&_T> z(p=QKIN=Sb$(|<)7$C+ayzG*z3PyQrEoE@#oFSL1aPrQIV1-lQS8gKKw5jYA2Z2gS zX@}&AhfY^R`BaufWGnj<55{0R9Un;{lIk~Y{4f!_+10NeOafsB=u&1-+0*@;M%i&Z zkT!sr?2dfr6lc7eLkwYDt6-t`-o6Jz%qfJ=ec#wXCNFD<5(#zi4L1b+o7`17R=x=Z zjPa`AvxkWBW%$=)yg0*rrMp56F5CU@4C;Yn6=3BP@AI8Y%^g%VKPzM*_ZR3>=;GpH z7oq*%=>kA8xi2wpT-?Ao2sHrC(5h+mhvt!m<>jZ#B$Ax3*-4h*Poa_Yx=kYZPE0yI zIJjMi(yiRi-NifC-&rlQ8mP;!Q1d|6I@F9$sRB}Fz4y?GO7i6YN%IaRi2FiY1~H}t zMxP4x=y)hKu4`LE&%C2yCydIVG*7#~7-@@W+N0xRJNwZ)cEP_QlDoyrcRnR#G@95a ztC&SM4IUcg4}soIrvuit)@CibAL_l-hLRRq0~T}RjkcP+8?a0d zJ4`=FUVhpDd%5TEOn57H*ree3yQe()>PV`n->SL(BfU^b$!# z1wq%qBFyyq;%Lc^)J^P!p?@V|I0=%Gq@h*i)Z<{t2KL?sm5%d;KgQNnoe@ z^XIR$kGu2_>!5Nn1EFgr<|O10lyH4-haXq25t9)(LxnQahN>iwZ4oo90nGDQQN@(lSh6nAtJn_-ur66KPGCSHkzCaj?eopT0gm^uL1b zO@LzLOiK$R@&7B_c2-Zg*WRta<@Z(78OUOI{eO@)YY{9g0sj|cNdH#~a0au~vTpyB z9yui=BZpxxW32uHhG+jQ+I##w` z7M;H^%D?{k4$u+Mogg%I5X?$ie91%f>;QmoO7*2%}lYQelF}DpOo@MOJ>0q!+5R0{7FIUN?osx zvc^JF(=;ux=8K1bJkyw3{E#Hq+%QE7?hE#&@b|O^94l*@ol5>crG0f=Ra@KbR*qmH zf(jxfut^C)x&%9VYKsrxpG)y=)(Kvhp!)k;d{jI z99OQ~u&vGZ9(Eccqxc#Llow>|bb3NWunuCpC@v$d{VTs*Q^Io0>2Z)Eve`DTa|zA%{TX6DB}duhyn zrCG9@8$d08M!LtjG~0}M=38#I;o(?3@A(*2s(WZxKXcByn)ju0E0iI1cHq^8=&NER zvo|(IB=@oUw#}X{{V+e1;KO3`MWE5xT%ov0d{F+aF(Gn{G*WTGxmL7P$SN2q$wPcf z<@{u)Fzb?JZG!u~Jv|#lBqg~f%}$#1kvQ4GVpmS5?uc0U zb5z-WE`7SYY3SU>&Oav^%f|KIwy@&ljZ;%X@zsT?G;0|H`ZKbhy|0!XtR5D~F{@C8Da|8YF3pIpij^u=Z8u`bROkDPHeAb>1F&c| znwQ-CTh#rZS~BQHJDQDu_UKHN|6J_0S!jD)?IgNTrFOF1Fh;TKcA%6u>(57SJDEJa zO^}ulM$*hhuBq`1HoSz*ZR5P^5o+C5mHw%H)36CkS<*~%$7eMqWaE+a#NnX!mTwAM zOS+*z#xB!3%)=UUB&u&Avrec11DK z!|lb%v7O7MTEPo@1>Xv9>+oy~RPbBszFM47nG>EJo)lR; zEpE1y6;fe8Jol!|{&nh=;~%?A0rhrc<&|6ugUjpW8!2_ud0d79=lv&b)izEuD?E%7 zZKri#pKA!fR2jOY$$EK!vz^54>)=3$ zBn5$A1smjtz14#&PPQ_QJ~^koYQQYx%Xb#nPFcj2=iUK87}|82Akj&1k56hU4d+wf zp}l`IxZ@~cXnK&}(f^UMM2DdB{QμAO5>cdbnur}?X{N zipC;X^BGh|O=868R}c6Om7Ch-#?)QkUm49d=C9r{9GG_TLWE83A!1(74)1ZK-E6WP zV|j3Jn5mvJSEY8$iOidMVEZ}p7Ehm{VXdj5j{q(PdeEU=QfOh9_ zZnnD5W?cwyL8whtbdjN=wc`8>An8XP2>NLVwuF(e&F9yl5h~FyAtC`G+oR1_ZdK`? z`AL3(3978B?!3IbGqEdo9$S z0RjW{-g&|B5-%iY=|Hqcxi^CYM|1KTYdO3JNfM=bE=;Vf6c}=dBs_?qn?w+tX@5|q z{BHjluBHiXK{0g8ipc%d_hDz}A@sCC>DvKScrkDnserwwH*9UOkfYQruz(UV=Es45 zo-eq}W#@G5e>>g3{2+koGVMmmJpNZYjuqOm=k#*JXhVdjz ziJ7A({##pNZ1*WYE0G6RT;09e80Iv6^u$mbZB(|0J&OIoc94NZjRW5bZi(d|fRs1s;GgRp)9HIJO(HH=DH|oxum6 zIC=@A;M+3o28pT+Ql*+fzKImXWY5D$WF>nmvYK0-FyBj!D$Ldsg;&-FUsZG?D_s|S zFs4fOxSLfdt&OWV+~5`bsb{~JbO@E9LBI*E8lnM3%-OYXO8_@>OR&FXA1 zr^|-~grQMoQ3*alx3y)tKGPvJ>gsr48I)B1tS7S9f4SgIXqq(Xr*pK6R77*q5}yba z)h#;|d|pN(GnTSL8{1YxEohU)XsKG`b!fv!sLD0kWv?}7Nekt%Qq9t5Gg;tFoluZ0 zE$RT|vh)HVmp3GR0J#9l?vKwX%1#zX`x3`*u;tk@R~32E%U*{AEcLFZ>X&;x%(@*$ zaPUEAUn1TdGs}nXYmTpy-ZzI4f~vPa%z-=++U}N7B3pM-^n+7|NDrm)F;wDno~m93 zLXw0jcZ`O`P)RS#q8%fg?j$s3`J5a5nf`iN?<`jy4`}8-j-$oL54G3MQizWa3lB(S zNW~7ce0YgQn(+Q2?T*)E-3z<*6)LJ!i|@gE7WRbo#OJic8@3B~WV+1+8**1vc<9}J z!WUq-rck?rB)&B;yYP*2kwW)jhHIOb^a9pZoU*H56L(+2qIHxh9xYIW5g_m=&gAz1 z%go*~ih z)a2aD73?}0YC>GZYjU8;dkwfh9>D#nNSf6ZVM@dUuWFQjc-?LX+qc5|Ef310j#XD{ z%Z!3Y&#D7?6=|Kd?Kbu_ zSJ>s81K-4FERqKVOiX$C`r=XOBg9sDuQ(x&+T%`~MM`^N9rNvPr0;W!15FUv1~a{F z@pr`4g4c$rxTU|eD>0B(C2_qdpx?+d))U`JHOQA;8*I{b)7-r{d2!<~pB7CE|3dnW zxZp&q!U6JP8T=~<=Gvg<+k?s@Z13JQq&AeDq}>#m+cj&Bgd5w>Uv~2qFU-bM*;ZHU zvx#vbF&!8`&WTT5#EB&Wm(OtR$8!xKsxTrmw?ZOlG_d84?=Mf&$SsOn+>17 zmYl0A(5{*!KAteNwN(HTFNWmdkN|*jbWH#5$%V1_oHgRWf5w`k$Sc%UlYvBj0-=w$ zLtPoiVztw0u=Y?-Jsky9oHJnAuBS50Id<6}p^g|VCkSeN<(%Kj8oLV>>z}{`lBeu1 z9tRp-Gs(CyiGnw%zxEa7f0}f3;yP+IJ!-md-Da03Z-KR$La{buHZW{neMzAX^Wjq>mUyx z9B+Kht&mr_xldlKJ6ozw$u9n@pMFxke=UL73j6^I!=T22x@ItCOxE+H3)Fwa4qcxG zKUOvS^P=MM71T?9YBpfeNXtOUR{`Uq%4gOfbptK{6E7gVNgiClwB!WVjUuq0Bx%{85N==1&PNwC}s` zOaKDP+1lFLD;lp*Ysh4wMB_zcR%YIGn0kviymLD+q6g7HxV9p`y-(aP67zD^_`U*6g)ju{iW(m3mr~Pa;_JAJdhbd{%cP<_x zP2%bk!F4uTZvxdMrZcL};7^V+1b;4IWa*0`T{r zzvaDs%+wC(F*?k_Z2^#Jt6(lcD1a0W%ygZUDf^futtUUwi>yPdywS4qZUdY|nrG+} zo|!Y+=Sed%PM<#>blS*G!LjtI<*8z`ZGUFbySK(ME3%a%Ilg|FVJEu#iL@jWG-&an z&oDyJ&%rWisr;Q!g_D8F(z9I@2kLr{#P7rH-2D@;Txz0A3Dga3nrrdH@MmTq4tcTF zG~-e_(QlOA2al4%F!;jtQBqutsNTY-1(%b~=x#wJKR(hjvaRA1@-tAtPSZ{cybH&d z=Ayzz_SC-kis zZZ489ZnIu8ST(VV)?qh%2tG4Wymsm{F+5f?P*4i-^;;gY(46(|JIcUT=T1%|>)tM! zz)rI_1K($_T08PuJh6oppaCz%mkXzk9!`Bqinkk7?d9NE})T0jr z{ljMUxsZYo4hie}$D*z#4G&JV+e^)c3)gr#^{YAPKu6`AzVkTj`Zv2{ zTm|x1#zskrfm05m=u{y7Ndo9qFRdgcialKHY!7ON!4zN1`~)8Mcqj1}b+1#+{UOJ* z{_5FgZbmbtlHch zmRGd?Oo7<5oG)Dxtv~ZL%28MX(Jp=6rTSv8#4a_7y`JLR!xZ7daYb9A?i>bfvs_Vb z%I~ZV$Q!Z=rV-{!oqrIfBkTU*{(BXxqAm(W+^|c0YKTClQn5VjXF6b+armu z=q?5|!MQ|)j8a*Q^fm}R@+^`&s#^D#1_rIf)DQmZ-_3}(iyLW|V7Ko)+{a;_iVQew z;Y~#O4>;M_enz`i`vA1-1`pE@iSg2S6hG)f+<l_PpQ6F$V?d>8ASldf!rCHq;zgzKNnV zOlNN;+K#qS`l_ftD>~S=NL>LgM1nCD?iV+(?#&$1*c8IcrWX+gnI}hv6LUX4zs$3l z6g}pPbX_9}dF4_PXW$s1gAVI{bV=W75pjyc>A1_^*qW*R{W0q*0{Y5;sRL=#uy^;x znUBQYa#x$GW)?w=xiYqr-9DIyvm^3RQ-4pR0D~3bTMFnl zFeaZvf{i(QsP4_#n)e~7&)QUqZJ^D`&KCuKDTQ)(+^bm}^#}yna_Py?4$Ria2|B>c z9*Bm{x%63ofKoL+>aDM}0C5WlTK{Kt1au8@kFh~+zSq*F*s=>VQ*GgJEOQ+__Av8n zwbv39a-NO{63p`)7L_Z3)F6ZS*L{F?2fOIF_Cs)>#3o^DX9ofgI)#rVX22sI{u5IW zaoKx8^)rX*jN!Q+?D}V|m(l|ei#*YNOzuF);4Jgvq0=y! z9tXD~51`uFh1k z_hBk0FAh+xB-N_{fvrio=Oq3{as*xMm1Hg=r@!#PxaIFOhbOAe3qBw*0CnDb5Y+jC z+ElpnGex5|I@DDIBM55FUGPV71*egs*lI8Xib zuyoq{p)4$~WSEi_+?Z`**;+KY?vuLFEFOUu_qi;w`H}H`peTYix;G{gM$tEA8$(LM zRnUv2B=hpB~#ne367<*9Y?ITa_VZ zDCl4x>qzsGzK;$qalZ*TF?b*M-eVYVrXDdJ)IT(x{)$m{#lld}2Clfp5i zmNqS*c*~y@F`+-s?1X6|H-Vt=Z!tXNeak}$gXyOJQw#);Ks`ds1ptxqRgbq(Jf=+O ztUW|;xJUl1M|`xI+Q@vU(?ZfVjS))jSn2$Fq8E7xH_rp*b>PCRVuX_axmL+Mg(9KC z#KO90_-+td=TQhguvkRfE_ZESuY1z)2kdUt?=1%qrO;6PRCJB)6LE#g6Dn22_FLXk zRdPmG$~Oivl5FXgH#CH29eZr9+?a6A8WT$6+iJ}S$~a#77J+fuh2pF(nvOq*_hQLRULXrb_j-}NMzrY zG%EHjV6i!7uCcE(R^9Mh0VMC+clr-K3H4{aC>i!Es>m$TuZlRDv@IL7P6f8 zJIZ;LzOVUqbd=Rh4PpTw>ygiexqG|*dTen(s%QH5>rm#TgM?R!dx~}`GhHdj$K++c z&Z%#1Sxipvwj$pOnOeegr7Ypb@O;MMi^hj>&o1F_w21>S{%hXMK_jD*^@ugePC>(t zlaKUaup2s27ks6s7VFsD3rrp|5l(Rx$AQ{`Q+QR_rKx8%9=xkXf05Z5#a2B~X#DQ~ z6k_$$FuDAIpFcYpB(8!KE5p=P{&jTNvcu0${RtO=GxSZL<4K#@03TNCG9#!|!C-A< z|CoBAetKqj?3h+Oo*r#spX)PgMms_M;$O=b?AO$|a*@5Ur?2v%9QgVxdXQFbuiYchG6fiPjaf3X z_4xSsm%bLH$HJj=u}G(HI!YuA%x*dbFQM+fH;+L`uS>24GPDub+5eduL*TvbJfmW? zVK4rI7aRgqq{N+mUK%Xq(!(6e8b_!G#;tUkrVMw1Baf+VTXk7+xtau;=8XzX_@ZGk zVV)LmU$;YH1mLECg4}$Al#^Vp z>5lXBDC^^D`NxZ`8jB~vM}l2L=d9{T)CCD+1F!qfiPq6aU{hE{6{%0Yg{TVqa3~im zj@v3QutCyD!VN?}1h$klk)vlWeEZ+^Aemva|IZ*kPB& z(RBb(9 zk`V(T>t#VxqjCtEox8LCR+)u>zwX@N^QXe>WLBNNMiXCi?@YXf#1-~TXYz?```M-l z@wV~4zLazBM|w%}c6-~bW~$*wD-H?h1%cYFtY!jKYd&qFn2(P1$fY$b|1J`?=HOD3 z2d=_GzO*BEm_;|CyPMyg9}SGkcUa$QYbU%3Zd%o1HxuCAuh&dKw?ALqZ_y2_XJq?Q z&_n5h1XT--m-qXm6`KBp#w~?x?z{TuD9AT!F?WJVvbHdvIwc-}sM}8;E3Rq`9b|pl z<+aGv4cb6rF<6_TS{$P*xKCwaumYgI5No~XA$Xh~JXXtjc4YLub)R5S)OqO|Zj|@= z-RY2ZX96b~UBk#mz$&or<9FY((EB66{vkqSVu#t zn;jLX@u4O09fWy=2P?KO+(QYDFPTGvV-l84dWB2tdnv6E135V1dfQwatGbkG{Oe#+ z9uho8{qk%C|J{`(qk?jS$lM~`kj;gX`rL5(ON-T_8+lZS58YN&5=4-?Heku!)!ybz zldMF{2}FcA7dS15n^o@+K=goG;>}I6ywO?%REU$V08p{|LGZ!G=+UX!G<$RG+3oct zsa7>TyI0DT)vhBc=a#4N?7$_ubflLrk9M=V|6-SNWTV6k5In*GVW3Hr#554F5;$B% znjd>DT3A-RZRIES(0!pyk$h;d+epUSDDJPPoRD<|`M$ix_Nk=aD~6X$)aA^VntEMt z$l?b)vz*6v(;QJjD7%VVdtY-(^%ogTF7FzcRV_5|c70XEU^h`pX=cDREd+x_XEYqF zQ%Rzp#s6-wUaK68hxxq*dSa~ebF%hkD3tPajapyH<>7&WU8SatMShPtPWxFaAARSz;fjM=) zv24pxU_)CJ6y}EFA!DNf-?ZJR-_pSs7*wDR1;XOAl|g~9>h!@p57HHq{}s!isEAQ9 z3MMOc1;f_G#?=6OQi`64Zyyzib#GqtNnIIFSEsBSJS-wbs2hyu;dh4Wecn$Q-dnj~ z$Vs*gN*3sXxT*IIl_ih5hNeB!(Lua)!&{>ZjJP80x zz=39U)&uzS=H0$*Y=+FZ+Sg`2uS*JP5EV1O8{q0SVKem4X#-q^*d)gC{9BBO zV?}iaLzhKyi-3qPcL62whvn_jW%H-auS|f>xeT|+Av%!Ndjnt~iN<@KJNO((%}tB! z)#Aql$B|S9pW< zuRLy*J8tVyYC8DM*2^ZomE3S$@n;C1DC7T)j1VYK{Y!@2U}B`9_R;_UyhRPD-027(hZgNu}4A>;drura#{T7y%z96rl&{NdLXO}-RA8)EsctrAH)JCrL zt`^>%m;5}5KCAqYSDMij5x7vwaC!FGu%V#+cm5J$2LzYklCwV=?-gPz)y>!%B2zgD z-!KaTNpZGi#5I_Jv5RcGh}pI3DpAa}NxXZ05w+Rb^0m!VPT2&kvC&6*S@LLH&$TVs z%seOX2y_R{Zscl;N{dq3k*&O)^Ro(=FzD~Bcf_%)3BL7<+^DQBaW~O%{+wgXT{iIc?vf4hd2O!S{KZ0CT9vq9(gm6t548hxTKB!| zGBZAnI@u^hWQSnS@KVA9<%=t{stfUE&%L~=kM3Ed{vT}#(v6C3H0_|7wMFx87{7b& z_Y}^fgFCDl((b!u@@Ruij5BvwV{h!$8zrDqyXRtm%4GYe8&=&^8hzph^Ua{f-bJF2 zk!c%X|EXdA-!R>9GaDVRZLYv@(5tV|O&cQ3R8v~@2l;o*4v zwmLt3*1B&X-q&#QtKavbq4E-}liGzu;xE+U2zb~z9sIvqAL-uzkF`adIlvf{5erwBOW)}IM zcq}2j#AeXUhXggH=T!12-L);34U5?DtUh3C{HDRb!aK?Ry(T-=L7O()%!RwgZ|~tf zFEo3cpU?+1D!P>QQE={e-R^d!*om~uw8G-sDq}Y>f|5vevgOobGBZvtaF|k|~v2AM6bGg$4!cHkww49Sbx=e3V z{f6j1?|yEpIzNo>Uh?#-py~Y!%a;eJnVbWU;-;o>20FGJJqZA~x{fgiuOlzRw(&7~ zcJuXhlxjC}!r@a%Z8`ketY85V!WWv9s3#EfpKjXf$p&!))9R5W#Q z&&yoAVXak15~3c&LBTg(zpGS$X7gH^?#nJKbSI!a;6CDi;=cBhj7siZl+#BwRk48s z`3(_9oc&GySv))zD#;3GY!6l1wmO>iOBiD+o!9DasppE1^$knRc=6YRnXgVg0l|&^ zc{vfSwetb2=68w<%|&Ema0kl!EUpUQq!_L6+pASDrIhuSGZIo>e z0i~=s&%Fl%`CO!$!WanoG3Xky`Y^gp(29J0yUF*$=%JRY;=`Mvnq(WH9;QZ~7b8IO z*aX&cuVfTX%#TCb!RIAH_i*PA??7bboZhbcbpFOmjZ?+-G8ME!n=1^?_RC$H|>V8SKq$WwO~TuqezitjbO$g=!O35cSKy&L|06at zfqO@Kw328cFSM6ln?j#qzdP68XfLstc}8mczA|+v_+apJErwws!DB7=#aR@Z&7zw= zYhe8%wjljZknO;rT+%Iy2Z2E!pEE5szLB(T5CiKlfL3XS`hRsa7ATn(EUy61I6bg600Et+Ta+mz zCXK5Y&7znlueGH`OluU@d@AolbC3jiv@dHu(W017Hhlu_XTAshiod{V4S5QbItLnR zy$9uD>TVx8W0#uY@N)j_Z@PE0L=`|M!zpxTEokT>-8bwPTp_eqkibz_waw(9?Vz?i zUXjGFIn9A<4!T>$G5S47ij{z|ecf*dA>aFJCN#+bn_AJH?=J28{r`4@Q^p>LB6{N) z*|m&s+B~XOdASWT2<7tPZEF-j+UaW$Fq1B9ln$CpfD#fmGD^Bh5YVJ2>YvnpvxPbJ zMnCO20!W)vRQEL=E|1dI7&klJd~gYP>%QkFII2N@yUN-417r9+!*1sWpB=K9l2^jS zJjOI2YNdFzI+4Ok`S$QfKs#nrmSr9jg;9%3V)0_Y3cCL8yMsO|9kPG|Ez1zmmR$%I zy0)-uR&f&RJF9?{*%6oH0hz8;C=CVwN zdj7&uR6v!il#z_JTj~gTFR>*s+?6SUR@ejP^wFUgcDV;)j*Qg1*rqX*HZcR!OI>B7 z(;F{b1Ja(sbSh7Of>7QPL`J#3$HmyWsy80-loic=y!s6R_16Q=)G0;Ow^EZ%2%CDGQSr$3wis0 z0-_+NP000R-vqp6-U)9>jzTKj4{`_ht$C@jBAuNr${a_bH}5N=AHqYODd%+e>SYtq zOZMxdJfx0-5lAf|*G%Xd}_JTyP-k<6<)LRPv2XD9c6Ch*E7pls7Sl zuxMs0o_Utc)SG)%uyS=Gkwu%Hy!B8@oRa)gqW9@xHjfU}V(U$KwV>$qXL3t~$~GKgcB1aUL2H zX0y2efRu=z!M1_O2;D0-{OKmyNrzP?RKlyW`D1`e_~LltfMjn)Sz{E7#xg)3kEjP&ou19^-kKtV$J zHj>YT#(%5H1wcyJn8d<6B@r+iqut+qBUSs@EI`gfeQKkn?W=&W?qu7L7e8H63K;Ac zztwa=0A9{iOeo;@sp zyFUF)A%K1s52dmQgwDIpzMUG;uC5-RGY|pYp6&zam#_kboIK>OK{I?Vb za|-Jy_%-JV)>fpqG5a!>69Bota$FuURs?e9UrMRo!QRD$)!=abL)Q#RKR9UAHp}>e zb&7hW{>;4Nyie))v2Q`nh$1-u;2nOz)-{#y>f7E^UoqOA>3d7(+FmU`Lq*NGbU;|` z<=>nUj(M-U3e^V!i1?NnS(Amov@E)DSf&yxU|>K=<|fukvpA$hRdg(3x%U8xTu$RY zqwO@i(5W8RVfWETT04n{22NX;yy%81l%xa4&JW&kf&lMo`(Z>xE%=_=<6rHo zI!>8PwIy?A&0NtYQQ1`r?IHfI5nrpMWstiwzhb|`sZ6giK^zxNvXfy=3Tyh$}zzqB!U`8VPww(AU)ewp38s(nK?B3C0%=yl-E1_+T87>}I z+8Y)~1}bCe#1h>irrZE?>Co0mQu@phG6MHaAL~>~lUkDkYjZg>14sI5!=mp?zT2l6@aVi-Wdm5MQK?an3fv^u zb8aTev6W}4hNQ`>>S5nT|IjME0aT%L{^NO=C8fD8;; zJiPa@nZduZ>6DneBz~mTWpC!xcmWYG1Y8oH;XT&aiEb3{gpZ80F|6kDY&DwjmPIN6 zul?}viW_Lhu|$I(4T_`;Qm~soW5HS>%wmYbEErZ{H&K}7NJ(gkn+!2o+GOB@h!Zv9 zP6+V>ef8JraMZeCd3heb(4M3It%V5eM+|;V*LYtHr0x!RqLezx_Bq77i{0GH-rBRe z&*M@tMky#FQ&#eeuD(Jo5_CaA?8vwlEf;L5(Pyj0Tg)) zL6MF!(?SX+y*x{5(t!e}GgSrfqF4d6?0DX;#z5Gi=?dx<)9<$`9Yr^7?=w;yilHdAire;D^djUvhsdec4Z3N3@E6J z)=%Blx=MUOOFL{g?1QwZG`-2G`6K6=yS0D-8p!xB`;58oz)Ev>L8DU8+oEz*cK~sX ziIxbKlL*xIndS^JJjzI^tanX?Lsq^)k3Rn0BK#5q3tC`4skqq5l=$fFO0sB@lo8$~ zBiP)d|7<$?e*H)Bhi*BL8i_M!J3H3Jp}eilDFItb5Ss3GHIqVXu2CD>SFJ$<`$@ba9RH7>dD4d#7g z*Qtg+4^j6+_56#lkie6O6Sw`>2#>pHKI<3Ua(DaUp*0b;cJjc2c&M{^Q8|ujy(Y(e z3N6nFB&(i158X~x_-~_rd0m+fcT+e*;e*QB8tfqGY6~ml^ z*7o*hXl>h{M(o}UwaFNRs+kCLXkA#H?Y+-f?suV;v3~slvD=n>putM;DM{&#ssYmz R%yH{f@bI|P$u)ZI8 zde71a0O0mz|Jyg?B=igbh&Zfs=cdUsAby%7OTawz2W|J)$&WGEgRg{YPfpjG3j+6@ z9KL{t&C6?bGOu5IOpg%TgmVz3-CQz4OPSq1@KP zK$+TenBmkDU2>{DJHD8%L`T&5Kq)@N$J*&e15(+>@MuX(d2_|xVR<-I6JltdUGB45 zl&}abfROt7`cl|qWk2EXroIuXZCkc4{{9XCRGFSa!6}*WGV^_a@S?fdNTF28>ZV(= z``86etb=w*AlE3IE40lF$`Xp+O%NzoZF}&xNNQ%YZTn79w)Y*`s4QXgT|~(@`l(?& zh?cm%t#}>p%}4Fs)Vn21C2Qgd7bv}(Xsep>J|fYW`kGEzFkCp$w(PQeD%w1H3BLnH zq?L17wfR&tPf?P?E?aBHTVyR#V6(IlZZw5xmPe&L&r;gvn~gWsL#SzLhQN>Fs#`Y7 zMN^@$#j|Z^0RX83BB|D}+wD8JZ13&$3S7LVDMfzh9EeuCuC_sc?mZv5;1@(Ww8Vwz z;wlq`(1ZzneMy8n9Zj9 zVT2cTyPHgF%asObGK4l(hl|Lax)iXCkJ389u}l#^rzTVD2Aj#TNdCS-bn>X^px8|? z@|vk3(-#^U3kQ^GRiuGTfoT-EqLWpAPk?W#)jcIlydR1lsL-jL-1#>5=D;@nCqu&K za>>lI`Pf{|r$54N!YH^6mJOVU{3=J2#U}6W?1q_dz?KAIOS9kw(=^))yi&t`9N`%? zA{V;$8`JBGRl{-E0>CA1&N_9I?H3k z;?jkDo<gVYI)boNv4pf*D60EHuwSWJ9xuW8SzVf z3mTFG2+Q5Bd&da$?dpi1^j}*HiEAkq)ngW{UG}PSh{ZxmKiV8vmej-BbD-VjR3z9l z0Zt=orfHJrHa!w7!AiX^(Tp7WELcN0_u&>3wQy|-j+%j{X%ck;(`I@Lm_Mo6-Jo}M z*qum1@FGUlphbUXSI2%Wz*Za#|Jg)`1T=FH5Cg6E`!%Scq4B$x3+9sc*#TuO^jIpZ95Dk^M3_GoQAfbxc=3hZ**-2W9u$CC-+KTV*rh)VKr%8IUi{K z2bC zK9l*Y0KZfv<7WSVQ*r}an4=qFt%cO$*XywN$ zG)8u~S`0c>Mdvl-U9&VbDke@b{U3+rPcT+?i1X2^-Hyb?twlyeScBV|$VyQsX zojTg^EYXa&;i`&d$%`eh9s31-shgMO$j|92)X?XmWx4;ndE(ELu5^9DcHHJdu8?GEq`0~;*;kA}a4H?3TP75)53Uk5W8ncWpYk_3f{hRcAn{ZeVP zCY>r8Aq_5ta2RTa^2)YtC;BlG-=eT$kf&dTdT27_D%tx;xEe6^^xE#r)~`03ovPI- zr%MD=gbY&4*L0IKlM70KBA#ZUwoE73@(Az3*51m%McB$97P#V7;OUj++ug)rj8|eCE>|H zGq<&8VLU*#Hxk;D7rEOpZ;=E5Zm8)}vZkmXslE|5x#yB!wKOcI50Q&Z zvQj3#MlK9qs9(IL6S^);Xdq56J_!5yQmAK>xv`1#8Bkx6sVF3X7^5Hrm9#dEGc!=e z{S~;J7wIrsZW?r4Eq-ZB+)6=`Q-sC`ai4x>dpJ1uOwve#x_Cqqv zbCj2>eNb$BwPsGEmNb%Rw%a?>LW3_A2DJE49GjUY^hs~dYR28ABCw&Z!7JCHfcz{tWxs$A)1!* zQO7ZY?UDe159j=%a3ESeXt-h@;09RN8#C_jB_>I;sqwf|orH04YpEjL3Z&iD6magU zU7C%QWY~Ijp58!TF?no>FVS^kw*fdY7D}EL`>*IJWUDhs0RUL;5yqyK&Dpg**nD9M zzZ8WQ6$zZpQd17Fh!a8|=dDg`gl`5o-sjhG#J%8 z3rli>$`$P??w-M!z~ihJFZ{t$hK8FXxpxj8yj(PT3@v`P+Wfjr$q4- z`n`R-kW;w!R7fG@?meHe4u51A5QbqRf`-zpGQ13*?lPmbwC$ zvP;m~yyluYzv5i&Y{dpT+BVe8?S9%soI?8%q*{s5H0IWt?6ELL#8)W%$uANwC!Co- z3p*OQB$4HWE;Erph*Ra+qh~+Qfm?6QN4QZq?{szyeE8xO{f3>7cD419$CIkmUEaIl z?Y=s=a`9iX4j#EOG5Pg1VoXrs|GtPKt4QhJt+=sTdH8oL4^*Y4j}0^VwJasnYr3lugh|5!Kk&i!>iq0gv#{R^uQw6Kx{C`kXefK_lu0`(-z1-B9?`za@(X zU8hr{UoS}rWc158t+sFBq8ITxe>Ho#Mt@vaV?&m$J{p=bCq8tH$ zpx*6Neg|wnX4~lFX>*X+ekHf>da?JUBJV!tW49||@>tm@7RL(;c_{eo$3Dsoxm^rP z9c!F=5Roz3oCXZi@noUXX05(kaTiy2*fjvJPO8+tgaEU-(R)kK9eJ~Ge)BwLj|A75*QJH#Y4eR-Gat}~1-+A=dQuJ-^v$-RI=$4rx^tAwd zJsLS5uPGC+zVjY9tgGwYS)1H_D0@JnEGsptH#r&AuOe0~cPddaDX+85=pL@H6f^x^ zFrf?b!#c6%xTW}V(b1G^2D)Z0G(!?t)DjQ(qy1>AtA6hj*K|MXWV(zY>fSgcR^Vy1 zM44K1vxR$wChy&4*U^J1t@?4uO5iu01vu}++&Y7A41u3EdxHdQC#Oa^ni|6%T)rlf zVrq-iq!ws;&&R2547y61cvCi7Hsj2El;QU;ndAo+=*pQN^XSznzaozDYxs0cRd@(4 zaYfncEatpr3A9<{sdI}yPZqOrEV06maj1TvE_KQ3Y|{6ra>mAan@IKpgFp%y#rp&4Jo=-E~+8mqF8L1|Jhct!LMVg6$fjsONji| zBdOGDa@?=V%Gp1}CDf?zpzJ-x39f*|Lp4QFMQbS?=CXLZUs5 z`JoN{tsY;jri9Jk1fRjZZw>8wUEywrOf`YNtUz2XV^oqmq#{l-Le9!W#k#NS-d+ga zh(mwUgfBAErj`cO$hywigWc?`63amESzStn?9}BV*qd*fgnUYOSJy%ZhitNWJ0WHC z7Ya_-gAw~xNoI2!#Nk|~iEObHNkxyt4TbUA>EId{wcOIDj_OXG}5YPxpf|-GZmtq|p zr|S>XyeD~6$TeZPTEBH|o85Cdpmyf)*b5iRuvC+2j*oVDE zh3}@_1WJ4~wY3_?>cxsYZ!?;se8+t_n(s1q@)w+j+82COyBF4zPNx&7$(14%p$Bav zdAci^a$kaE)$rMdrEAXTRDa|&l5Eng$hl|IQ_Es}G%_Xc<_c9Oj~(%IyTPThMZc=d z?7i9MP%=5{zb7!?+o*4Z*{_jozd5LPkt>$xdZxNv5H{}Oj7qql zDDKeNM@vbp{f-7bo_<%DC7i1u7n***ehuW@SXF^7DfKzD9iBX3gCXU6pN* zG}*2Fy5i$%V05Y=CB6P8`U1hn@d+*D7SIs>A$a30)5bJn87qCHpxPan5`DGdI7=9t z*IB}V5%qH4-L4DXKCAlQd)wzUa-UL)iGdSGV!E8J{qmnC)B0WCBv#UnOcZn97PbAO z!1;AKVPJ0faqoaGEsS~quiMwi0ZPT*j*&TAo)r$PoWfz>X5(9E;0HZ0z$U7L%M$4I2 z_*d_@gv>0-CX&@OJ%#3d1G|1-!DmFT_CS5N+f$nX5gBt`eiLrn*~D?gXjwJ) z!U*Bn7*8z~X_btkw{OP;L#GuR|LQQR>#4qt3KnF!;X(LZ|8ju-uU#I|Z|yf^pFN}9 z&r3oI*0)V^?OE&f1D8^BLw79OM7;YH&^LqCB`(R z+poVN1|mXh~5e6Ii&G(-?Y`%S0UzunV+wfmWxhI z8S%Ij*Wx;Zkw3H%MIlEnD~a5FZri)y~V-f4iE4sN9v31oQ1e}M^hp-xCLI89tQB%SgN+s37< zj-K*;IH*pDn{X5IixaP#Vd`r?2)>XrTtfW7+pA%18~MTB!%w#PnTE{n_)T)_@RG#O zbR_Dd4_<;)dB`yYNjZ(TC0`j3-rFt!7oF2BG}uwYxy@&hQ(-iG(EZMq8Ip_=tg<7k zta5$4=Bs;rz7aD2M{0E`o%qYj#QVt+zH~FsQu#@3^GFCRNB7z&gBZMvqP&=VSvoJN z>(PbLTxq}e(JfO({W>skB1f=0cA@at={C!Xn@d)Fu21AF-3<*mDU+&AX3x8oF0YNM z{xI2X_y*GhaWxv$Z+w*|f1o|>dXGFq#^6DHz~lEU0z{St57akGio&u2)I&oL0$Fo( zVa?G`LvVNe3t4T_$5bbu%S0YtMH}EMnV!JblLg8hYRPF@`??QqzZo95Zal;2^wgzF zHs0Z^&z%(7Q`V+!cD6qNKPl>pt{$y8t4`<_foD}POB&u*-@eYqDOhL_$FO+B4r!R)!KF&CDTotaD!0B8c2){JfW&#zdi^^Y$R|bc_upY zN}>1aE4Yp=i?T}sUf{=TghOIk0rJNyWe&9&RRRiSdjq)9@=rhxwSgJ^hiGvd$Wa$b z-3PEhUXIuc!rthnbe!Ld+_fL`5pln^<~Ps-_>k|6RZ7QbNi!%-+IlgJvRfsgF$TCbnPm!tMhIvVj3$x!Eb| zF!x`qPd7X-vIfV3)WY-w`*`GX298$mpZiAq^Tvg}*N<*mJ~_g{effqjy?I}FXZ#-i z{*Z8(J+%&YksDmfEcx})&8twe zNh73Qd-Qbhi`;oL@+jT!uN`v6Pb?}3@m);td+z#+$$eP@^bc`Gua?@Bys!X(otD0o zdDu8>i_)pFNv(~0Y#@^9rYW9+JY5lLntvIV?wcf{r_*4_Ba(!;ccH~n?D(WolZLR- zxTIE_%|rg%PEMiS50cvsEWI}uBY77LjUPnp7$SasXjD7DlAhJ>)DP1!OYG`g^=|=< zs&c`b@)nDg0t&Taj1mlHPQ52 zW{R}BLzKQmX$J>J*XUf#WsFMS7ZG4KN8nWxRBz}G@IB|`~#--L?j?X`^2%3joB z{UT*KzKkzd^asYA0I!9o2HHT zlbK&)J?7eRP=uh517xk@^a$tn(Xa=ev1|JQZBd(80ME^n_<#(&kisTe&UhV9JO#5+7dEl#WpjC#xlfQx34@>Edloz|f z5ffmg96$2Rd-OQHz8qB(V~TvyG~1VB=8mZRD{FTIu2I$}z!}7uu?;qbEzai7H<@yi zw-^U5hex~?8mu`H5h@cH#;cU`a;KL}I;=VqBE$=ja+p1ZY7n`XCTd2a={__`#FXXv zB|c@k0-Mjj)zw_oS5EmU-+g(#>NN85hV-&xrmpkLX8#nM#4yWIDeED;|I$5^vhY<+ z64%ts)$2fUp+~1{;8*6;^F4$TGOkKUBMnN2E|cmmS*Lw@QnW=;&&7bZDP^BBvC}jzG@S3my@DD<;wskmO;`VwyCJ6U!vkxx2lbH}vhD*K$h1!4mQp z3igw5E*)EaS6I3-4S%%?5h@ksqcW*WxpaSw+&6JJ#lAMvGCO#@(YK$eAI(8 zMM@?en9IUO6w|s=#+w=%vrw`}vme6#McW%YYf_ew3p#S*Wg}HamD`+JhWj+ZMc0R$G-> zo)j38XSze)(7T#eP8z+EGdXr0yz2uBxPMU%&U9T7Lc4ns+$J_&&b05St?lrjp+f<< z_iGSolYEMT*R`zZO$+z#Cr8y};EUa59qsYL%h&%RTjZ-5cGVPm_a~0cWtm`&`P$+G zKe`A(7D|>nS~1VSgXlHP zHf81HF74L<3Ol{+iNc;~mb)_I??N+c-(|3}hOC{4mH8sJZH7Vxws4`T)Vk?n-2=<< z9xH%4k(+P4&+ysr02PYmnoWInDKHHsi25`O?va_!&8n^~ed*pjH|5FA(;Mg&{af&e zppbHHSBU@1ammNWkU<3k+QE)jj&%`T-)>8_3_Q9S6GdDVahMFwiA@yUkg{9~yl)Qf zDKBk(^<9dbSljwn)y4sT=DfdaLMEIUx*K$%cYXRqH_kjDi>fx-yaSSZpEkQ4vrs(J zOL7_r2RWv;2OrDa(UrS%B!0Cn1F7>}&4Sc+sdT5IpbD&>x7e=Q%Qxf^$dRH46X~d6)V(dPXh7m@bY}VYxRZ0 z`Igr^#8O{!pOCOCSaomKgqnvvYb+bN+#rUbPc39pOBPZ@8-2s|3uC{T7}ZL+4tXiZ zSjp8~O(>m|hGO>0`CM@OUGsJ`D*)TQ3e`XMRaRO=Yc*jO_1dl=ub zA|}hILQ{n=eKnD*yTG@kCy;wATQE)cRG$R2EXqoz*ZH0xE1wJe zth_XOzitL1y#b2eAU|5NG>RhTx3`a}tcd9;B{px-fx~)&GhxQdg|&Cxp*wqE?7YEA zC#kix1ckt@1lmyZYE0)V6C_H}qs-;6M*Rkpm9zt^g}|cSm};E!tIX>w^iB_nBZV&F zEegq@5rx+E2WmwZMp0X>=>u%tZw`Hz6cVz*0gqX_;Fc(Nwbs;IzCcc~!uVC z`etUEpbmqz_DrcYE3CB3?ck~Aey@>tB=SiUuIuM@&SJb^3W=r$?XkSOu=@1uwQBH* ziXco`v&x{xMlY6U{!g`v4Q1=y{2K#=SQfnJShANgC+LS@+h4JhhWI@geZ%HrO2^YAuT`9WJFiEXWq}UKsG@9A^PxXD zlnUla?Q-~}Q(Ki2M~s=)?AJRE=@`B-ptiuP}q(hz%Nd5@l#E9%f<#51$zhei|1>75tz4qz#8-SLz zfh|P`NA;G5n0HEa!^*u6m0j=>>iZI#sCQbVS|qm%G+P8Y{1VX7ZyyqAqtLEzTo{dM!PONPFYA)FaI;FDD4xbs7s3SzUO zpZ1Jj%Iu`8l(|c+0XvV&5Tl1C_P(VVLf2MvIOAI6uYiZ@@zlg5xdm*0Ug964?o;=W z3lAP5hlNunoIIxO^%6gurXLVHRgiGX#LvX2=)p%ZMUx@@j8Bvi85 zI6rS*3tm*|3pn-7;Z@#HojzM500Lf3H9;u!P&O>BPQ!zNfN%=qsr$}M)4xOfDhIq$DEXA&kmD| zn`mn)B;I2>6D?&|XQ$R!D%)F?7vccX>4#mrU|vakRwzRFZ(ij_O4v=laBWpZ_qQtc zd|#~KXE*^*xfhi5%-nF!Jcmqg2eMGgWc8Qd7|%o`wdDihaTAa1f&GA9VN?5HZEtJL z<$5;$d4y1D4{hNGtlyIgh$z3`{EG=w2p3E}ld$3)<0v_|0j)Ub*b0tgkxMKrHgjVS z-xRNk%c??PG|Nz&=pM5ZPWk-OqO5XoUGRytG2D!I}7-jyfIzt)OWUR4_@E+ zcuv)y-S{JM<0xE;r1|RKICr8hlHIxtUIPE<%Av^49T}MJ2X!iNG zK;TVKLwSzb)*!D|O0#B8XISo}Uv0ckd(O+IexJN;c@Vm9c;#8u4*8qcl-G3bd7=Vm z_{<%)%zh7Gm(uCXDEp3qs(rs!L+||#Lhj0k?BIw%EN)#=@`JmvThS_DjRo9*2*yJg1<=VFOlo#ov)%Zg=B8 z4TCn^mgrY77Y)=Ij)alCB@(dj0ExFD*Qt3L4w^!jq(}Gz+vH|KriBI`!wvB&6Wz+7 zftxlr(N1Ed7AIRh_4e`YKl_LfnV=zIzChXC0)$O~u zb*|I5KE>C3UUji{+AVIO6BlI~+WX#Qx*wD0If|)C|L)#!)qStnUd@kgw2YJA8seqr z9aPZS`2via{p4P;y_$9t zI|{;Y+=Z;ab&fSkXVkc3Bqkl#P%%y8RK@*(iFLFg;HcV^x5f0^*g)cvCI{L3Kai!7#N z;9m9e_Ou5((RsLUXMfrM4~x!1a};;E3*rd(O3}xMlomxy-zVcGX087wFh{*BT|M8W z^-a8RP>j9j82>894f#gjt)lmZ42zF)aA-R#vq#TOSeqPoDSeoZa8GV9>hLhKbSPJo z7EaFo6R=$>Ov_}{yK6mAy@F+(zZoe$`7Jf3LCc~cv~M}N%21xIIy`@?)cZZv`Gguv z+f&k*rirdA_IV%AW%5ls@eltl#;&=iO*h?W<7|z0{~qIxG5aoK4RT`Z6(8V)MvdBa z8Jrnnd=4mH_?ktCMzf-s<_Qgtx$B}8NkNu;HnM!_@7$#;j7wkn!rffNByH|X#9Jp0 zrPT5PS7MvxgghqRvH&-KX?w;@`#gEHc#{B>!T3r-p4hn0!7= zLshRyrL$%;C!puQd1-os^zhw!Y0ucIhIsnD;3a`# z!~3EsNl9{rx<1S9rj+>fYY0ccje`FJv}LK|4W&=n7XE9(hJ_-H^(1T@^gY=JsPedI{pC-0hX8d9S5+| z%UjtX>MMba=>k@Y-@pDGYnZ=BmBKc_!t!`EoTN_z3zzl2Dj(vxf2ypH6wGJVNY@tC zQO6%M$*x)-^XczN&TQRCTYnwCP_I(Ga*~fvR#(RK$@omRyY#8V>i$n=3I1cxbUZrE z8@@VPo1d&Ul)ieAMI)YQ!@n;+2Kab5^S=nag>SVP;_C+IWyS`I?^hd`>e?;iZXibM zC))BB9El6>+)R%w;**T-Rq-g5R8XC%FFwB=8El^9_@l9$_o$QOOUPucuEv^31D{0R zbi?6L&bVN_apFUH__T;mw9!SDZ(o|lD@7Pc1dr^vXtL)Dm}BMdY{VgXPDhp6-^tdL zgB%`bik_TwFoRm(hMfaWvRp(*E#6hT#4R*~ zZIBKB80wy47qHZGZ$td;eK;cUukACm=6fA)OhAo|$x(pk66?0bpx#`N=BMfi2_RCt}sG1-NX_V~X=6mb3oX0vS zrTskup*{U$OipI~w31jA@Q-odV=do$KIy|qsic@kEG#1`Hh7N1-w;sqT(&GtbBe>*Pge_X?!3t;ad4SR;S=g=ZL{N0>#&pe5hnZmq@gyyQ&? zXfd(KsmZRCEKi-TgH(slJ>}&DE@OtJPBTVK6r(AMd)+vyOmpwig)3W6Wc#TZm+55X zl(pZu^7hLXGUf*obwIK^=hUW!FTArWePUK?*?2V3Ojc#P!8jo+IWMm35J2iuNv>CM zD=iwEylw6gCE%i2ulZDNBJ4crVvnAzGA829zqwDH_kC>HM zB;1+Qj{36=?@d?Mfb3+U@D;FY~}YelS=34EoTbDqV! zIYMM7l{c=;e;S5jLt^)TX#7o3m8B7+{{eRvrNE%APFCbj;23zvYd{~G*oa8o>WBjM zXhCg?$u2Ub@Q?omPd*V>Q~pPIGL4P)k5{dxopNaJ+Bb+{Bfi1;8G6kCJA|Ere!k_H zS+=ev3E!PD^_Y*67)~)ioe= z{pk(vBQs~Y05@b+LMJ2_vh=t&(4{#c1RdC~xo8sipnBuf*860XtfhTt#hsaFqqrbc z5V&>yS|DaE4K*AI*`PnQPPOlbST=4(EVbEir)5h+e$qVO`SepyvoKX3HG1;DFqJYC z$p1fKszIh5?FcuTaYPO@4_LNkpBHS0!C>rrat`>(diLR73kmtNRDX_qM6xx2EXtRu#sjkdn9t{pW(IyiRss?9R`wS0cl zye5y+jn2I1%B9octA?=$t0ho(HGj#pjVz}N!;?K{R3r`0smN#sFE#G z(o_hdrHEy)&bcVFZreb*Hk0hT4ex=l;z90h1U*@VWWU;d#Zd3qEdHMt^Zro>UNXtq z=|Z--Y^)N9++8=mY20G4#So*ggkZlx&8^hvRf(Sp8 z<&AW{Uy$NCW0gEV0KZ(4LzNs0HO&f|gkHxa(9 zRByfy&DfIKp^a20g=P^+0^j^{IEr#9%^o=h-5hmr-fV#Y8}cE*-0$27L2^JS6}_IF zjNYK@J}SkJ?0mlU6j@fH7;DBUs3KF6&GZJVE=4Z#c&)C;CY5liL;v5K*M5K(d&{`N z1^e|p(}6PMiGUgY^_#S2A>vAje-QCa<^S&x@gFx-_w4z0n3w;jfQxsg1($g+l@kA^ z7dQrZFZ&w`8&(M>(lmdb3tV5_)q~a;<6Tti)jysX=SBkm#jqa`PT{^<6VezGuq-iQ z6FYz^Xx7@;ZLMk7Xb*sM;Hi%vmQ)y3^lAh?=@?r=I4I}9 z%DB+B6@45l&-MX0#`x~$4zl_3=M<;Rhd367=j!{H+$URbC%I7)WptguAB{{aMFZw| zEO~dV5vQ8jF5^>9>C1&yL+e%7%%?BA&QvNsam<|}gP10qtn|s9j^tXj zLn77AdnUR7g9YjHdI-yIG8Nvu`r4T)CF`sWP zzfuPPcw{x3LBDet81a&<$!q^&yu)5F7XIIeS%4%rN}*BG_#|38(LDi6b@;h+2rd(- z;7ZoCEiwNSX6>(v0c8X8(u9BNx|--cx!w&!NZqze-g$~L3juCaq?SLOY&GH`S3v6- zt6<*7<>9$O<92SLxRi7uRM$iK3!7`hpg+E;%M?sUxvac<(9H@x25n2WvxivoV*%fP zCl|n4z?Egy{(@aXiT9&XzuKW(wf0?4+|C4bqR&5t`wTA?jF&*krg7jfMn*>lU+zk9 zsWNPTW^g)5R{U9EZuM09smhVgf|jp+X8wAQDu1~K#@8PtLQ%oY zUoQ!t)1ZlcxlH4Pc*w*GRMDF9{fOs|`ws}N$YId@Pcz! z0|i?3$KIpjn(c=&1X)>#l2Qk+xg1$!dZf_U-U*|)h2IyB_$PIx%z-K;tNSs!_EXYD zn-iyM{Ww>-&r|_FgIiDhBo9lv)TLyH283A*v@MD5m7C=a%rccV{a3b95R@an!q@I9G52C`Yyn}taJVrFLEsb;t^q$VWDq7Z6P zuyilur=s$sOLo%^%Yrb*aNp|gjC2bJ8u3B*N=2x7TXo`t(7v?{_>Bj~IN3_sZ`OVV zA^91DRS~+68>{9uAht8aQ65<>x2KIE=C*KI-s#}ExRM=o6(GEGezep2mRO3qOK?3q zhX(+7y-l{LPKG~_kI0078_2F-6AiU4%`I9Jy^S5YX2)3mCZ-kR%{go8v{v0queVOT z2zBMlC1(`gTV8O#oj=u+HPAc*tRz#5SbBfX|QfozCTww)fb_cuUmv z37`agi1RXI`3)Oy$M%E#^E8TekHIDU{p9303lBey0 zpFd(bDFqMddCh7OA1r+nH)$HYih9z76S*Z4oEbH=M2JU@!i$`q&@d9R*VKNDmI9gl z-Vv)rP-`=4)iKO`6m6%NG$CQfzvM)3*>%nJuZrQEwRro z@cDi1R~Nr(hwK0DglAfMv4{^&c^CjFu8#wo1Ax#URWzzK^g^(xvF z8R60rG;3GS=*vwbw;XY4+b!`-l5D4<3EE4*b7AGRM*ttlZN5}Kx!}IEg)iiVi;--i zIZMAmD5UK$VMwpv|H8in4_U_w|2bo;8V4+AQ)R$BU7OOgNVand^V%sQ_!8O@5_^PN z>F+Bo>$GL}O%w0JBDYJlJzIZ$2-$wQIiyE=tr-xR<>%1^CqXtQUdk~eT(=W#|ACf! z$2d<6uy~UH=@_RY#89>S9GbB&+~B^U;ax}|%d9LcOpfDxaxZ^kovvj8^Yni^7`wH1 z$;%c@`+|->-vC*3{g=|cthn#LyD|g%eMu*O7>lwJ9H zi!>B1%R&sPpl7dJpU$QA`^$ccVd3&yGC?>w7S_DUh`{fm<2^W(mu(J>`Jdp>I;+26 z7E>t%c(Z?xLz{Z86lNpXLf!R-|G|;sUR=vtMP~+^BhqCzlXyXDcGKpa(Xw<;OaHF2 zjfR_6B;KOmtX;)ctA!gI64kGwqpuH?STB9=4T(pyfl*Z#`C{Ds?-Rc)X7pk|4ZZTr zjzy#;&3h;qWTE#1I2fGQK!94f1}iA!u+ccZ+- zLSAP1j6s*%GF-<%BVidU{<~pbpj;;&WFTqs8PN}-7R}IL=M9!Z)DP`tNx<#ZnI*$p zFLt;vhVPm-xB$K`yG+KAl9H17OucK``t_i)z00g`xqxB%W0jT#X?rf@u%f#9eKy-$ zq%WGfi#yr2_x8qNv@I3R`m;6luISZK7Asyh-WII%A9^~Wln>R)&SC96Cywl;mDrze zh_Hdp?V-0wlU&d8!VBM9B$%qip8o}>%bNKf$^uqtE+lz{) zP=S0K{O@W$6XIN2G*&9QKGt=;6RK`F{!7)^{i~m~H7f!9c^&)abExoT7SC5oJPy64 z_(OH^8I8*f=6@V*yS1U0g}(Au#>Nw1;TET{^@i!dJHq~(Mt~b)tiWU`a#$`;Q>i2o z+3%k&E}n++(09BfqJHI4N=V*tPR_gD7Rm^{>_`Y7*r#;m(njzomPh~j0$4&sGFao5^_=Tn_Ze2Ee zHf8Z+T107b#nT4o%Y8rAO6)Sc>bzW>ocJL>gal;u0)y_jfCaC_1>0!1oEr7{8K(?_ z-yi1tK3Z5SJBxSm(%88ERnANrZ)XEdwLb*<&#e>yhw-OxwYoe34+Jm3l_eua-c=f> z5AWUB@*=jg8LE4T)k37Pzlt^N5{tlad|H&~Vj9)UCaQ{*-@^E8GlVa!y*4s>KULjm zDj^?je7t*Z6RazD%30WX(nUb@f^epsQO~96SLO9xHIh%VShx1-hM>ApCf#2B7g{Fn z4f2SnO4N=%$-QUI-NfP`Q$(FpO+5TGkgpub9z%GbP*oS_uo&P&`u{1xMIp2=kE~<2 z@9274xADPV%4wt|MET}!i`LCu>tVB5%9`ta4)~v<9uaMGX5&43*X5k17r*rsyTDjS zxbm#hIkm)EBB!L9ZbG3czn=CN*rd8N?wfC#nwSD!Y)X9O|21of|C#~ogi@blWH6_k z@S?+VZ}H@@C)O>h%w-ounVf(#s-DwFBQC~zxDYs8b9?6q;EC@X#ol`5o=5GZ`t7hCCi8i*HN!MS{8;&F} zO-C*3JhjEvFUkl}x!I$i1+M==zGXoZmr{#D-t5mh$ zPog#IeSG^N6=yXi`RT){7?oVW^ztbH4=l0~`W|l&Al`0ChKkDQ}Im+jmsq!t`#y8F1#Q;+NE@NB9TvG*U`44GVUH7JbqGUrf zRnNZmf2;1x6y|K5~TSyl!m=s z$?MzwCZSd2_Nx=1f1P;h+>DN>9OV*AX*@_sPwb1yd5kqhJku_*Va&Kegya)~aAcL> ztTJO#KT3Jn^mh4IWf=pQZXuCaC%%PHxhbmo@W!Zr$WEl|tH zFXP|W1bJqDD~nOE4_EAJW#d2!$XrFO>1cQ8da6s{rN&A2lOr;h%E*8nVZI0<_(tWk zhyL>WM?W%~Lq~n{H!Wy5F}Xc!RUaUz;5hbIXc~~jKAq%$qBu36t5Dg@Gi{L?4}jFm zdW?a8BX7;j%q-A4H$KSXtOgLITnBH`)R$)j|D6xEBht}dNkV2c6DXxkOK=dsfVwJ# z26M&*FSjWO0YQytGtIi<0@qGsA=&bog^@*Q#>NhNjYd+Vz6^YD=pVi%m45SPjlgb9 z_+-8RV)9Q+GI^S>9908lU=#S0pTXO=Zwz zkn;jWzH-NfbPcA;rPMWC<)LJfR7@eYrvrZQ>is5E?EcEplrgWnb0dLiRtGU3XGwPN zBSeCVj_>3HR}82*!tK*J_Gi_O`v%kAou+~Y{cj6O zD3ZA8k@be1@vSDWp9dG>LG zN31I!=h-iuXMRL)juO)2&Q)AeV5dF>uC((B@OEd7E453`qlysBU z?&@^0)w}7@AWU==^DN&JJ#iZOWFobx$qu<6x$YNz^(b)Bvx8ys7$n~8@Bb*sa$cFUBf-^dZ+nVZ_@M5#D?8j*d&&@^u zGw=@$IdSAkyseMdsv8_mP50d!GeIb~Ga?%bB+OpIL+oVOBm3{zsi|O2%`?r|M-Cnv zv6AL~yI{?jOJHPqyEWOIW?)3rO65hETe84t!hgT=IHR_c`8sr;M8Lkn*Omz>L{c?# zw6yWI+kOCaI7GyDI2j(Tc7d|eKkI5@kUl@5&z5q14QeeR1RoJR7dh-g9M<@yE9Ir@ z`MHzTFIB_Pc8A!+Nz(kP(uOz~&j16>Euyi)r!x50j776gE449Jiuk}wgQdf+zh4qX zcnm`I#9qurKu*g1ny#lOor*iM#$l)0IRa1z8+RF%p@DAsxHtW9ed6WbIcYiF%NB zUF6GQ0=nY)K8<;4p9{OCs>}>lVtePJm$wf?3rd)C0Jt#+H!Q#K`OyKs^hS$<=+zo&$4Dg$>U@T-x>JVX!GQk zoagjJNCEw22yf2n;^p=Z`fY37=f0M|_~hu&T{`ejv4U%JL%DRKU!%*i`i&Z?ghQ2s zD50z(S;?f0den^n!E^N=VsZPStWh_ia6I^R~h z!(>Vy))pQtH0`wd=%qVQLaxoRio6Stj;TvAFUY%A{Pne_c7xYTL{M9ubftRou)5y! zT&vk+Kc@03#@FoZ8W(F|Je@q{vT6=#K1K(-@EXX@cB80o#T8_ym4v&k(CBtPDb?Og z3qSJE)7DXg+Oew>=k4_jc}w3G?^i|+ZQXgHL?N~$nY){I2Oa(XF=<==?~E+hY--2e z2bkuQ(QqG}9S@DGGCVR#XmRKxcUmb`ji;mL@BtY`eR#vX(-_PXti{?dmqT3=uc-*= zq;2rp+0~tge2KMQv%F}(DNAp-O1KpqX>otSfzOh&WJ`8WTuzy-I6u5!3Pp+?8rMO4 zg8i{WOP53ev^0ZsxaPxLcZaXm7YdQ0sZh757oNVCnc#jT)d%%kZ>V49YZD>%%w6!*)ZRdCs{QuGQjt!@ly^pQ`xYYk2A&>+*Ev_nXjU+Ci6C_PMg_L>6nfj^TAb6_-N>bc^(U`%`R z6b&h%{qqXXU%CB2U2QNo)@W{2W>NGV5m@cHc9hDipz+jy(qjXNERpu-bF?(z9j9U# zfl}u(3OMq&Q)k}XaQblp*?+$P+FSq6#QFQPfR4TNiE}&wtYwgvH#I3k3^rI(bE9&{ z=fP`krfB;ZD{9{K9s;!V8@@wz)Jv7xPVa(KvlyhNd+pWL`35bqz2;yQBs^X*H}*ZG zt|Z+}Ab0-Ntu0@Rnh-rj7Mix-09{||=evCY=%bcj^$rd?#C&KNYo)mv?P5Fh4OzE- zE2sQ7@uCp|tM~8Y2~OxEE*^1L=M{xx%%@=Qr1|LR4w-E4Q{d$y58M@TI4ksX2?ZKp zcPD_SEy+f3qEv@yH*ph|muM69b~Qu?RZ!0p;yU4x?6Nuh?mdmdPACcwW z3b!+-8V5lk+g0!#T5aG4|4v?E4q|EAx32aegxnwCfZ^TQa07cUc3u}VNa73|KS9yc=1HF&wk?;cy<1`Gwpl&6d}!s3-ny> z*wQR8{w3#aX=ToMTB}RL1&<(}8)>MyXerr*1c83(ez75jsZyKzmg2CKo*^>?Yk6!I z!oI&`laFT}QA#zd`NBB*sNClP4ug+36Y=c=k+TJjYu@IWe)F@e;C}> zd@er~{|TV8+-bEfY@udjSEq2+yc627E@mt|qG4Mjm2{}G+U(oAH$09g8dnt?`H3DD zx}EF7<=y(Mlg>yol~?nQtYCQN)v7#1i!7VERy#(#<0c)Q)89h(v93yA5`pd}3#7t= zV6IywD0}^L5dG^=ozX($)@&Zz9JiR5*2<$h0n~qQon+7%|Tg+)X!I z$Wy_F6Ag%&8(&w1O^sN4Hy6XUrD<>164SDzlw&WrwgUC?x{kqE-vykid!P-p;Wswm z$6!x;QZ{!*Ll2c)Z;`y@Q&ab5=abT182?+iyaIab(UP#Cb=+w8Y>64Ign0T7vL5Z# zo%?7WeKo*y1PQ!LrhgWG?VMhDr&B_G@LyH;PjM0Wl+b`^jTCj^e>Ehb+LeIgp?a4| z{tn~~9{pD|%%VO+o+?QC&j_eYHAMjsv_WyJ1g!4(QS0z4mUpkw3UMa4OsDNz zjsyv@S2yCm*a7Rl=BG!G(LFoH8T#=!1uI&}Nqw)|+REy}$X0qD`NTwvz!zx|6xg_WK;6CGnnPsze#ugW86@k|I&%d%b*rHsd== zr6bQvT*N>*atk}Jij9K1WS%f>G!rud_vsbnm(R$a&+5LDjZ3Ex9vVId8g2&JZg5OF zDywnm@q!CXDykl+HSw1hH)3B)>myW5; z)wuaQXxI4r0AIfH)CzMTyO@*vm#CIP+{8pi*a~(P8?S3!uQP)ysSKOi^0kKMDOg~9 z&1{sVVbKbqViJdCK(TVN3ceSn?@V? zMp0?qh7-(uuh-m~REx)!J4=(&!!TN(kiU@gy!84aT_j}%u8Ch-SdrvSiF~eon!PHm z{sJFxISu-UE!uq@;d*K*BdtIqYV#KIGj!OH!JQ7$Hs!v9;z$DQ<&HED${A@WAKunM$Qm0wvH zN@xdsij;JhKF(U-XlksQ&HJtBtSJlkM7o6tyi5Cfhf%$aN6w_)eRAcg^;-vwU)3J) z54ZKJ)JsLMm4~SIJjU3`(|#M^w(&@C5-zFSQ5g_V!xy5~JNjqZK(6>H@wawUGlymd z(-|2DA$}keam&|JJtu#z7WKhi!q}=52|w%1EKAicU?crE>lQyge{P9T>VNnIPCnIv zg|Zc|vR%yA9w=d99VXocS-vdT+liyroB6rTUK*3S8$~$_kR}4o&Q4>OpPiu5(IVGkGZtPa{m8- z<%*cufE{ypXlSoP>+g?EN-o!p9BDVXa-ePrS6KMO6!%HT@5km0PF!Pruqgcm4ki#RF3%ma-Hze0 zWv|rh(dbH|2AYW#%1=#b0kVw zUa1owRgvCjywa=-tlZi107de*>p(s<7kzzOP=mYH%F*Sn9WQZnP#ttS55b2fdGnbh zDh19-RG=iHYAy;%!V^{m{nJhOuNB>y6Dg+e-!AN&lvdYtB(g%LFYExclAdgIJu1`~ zBh>jv)pi`HtqA7veZZ!|Df`dR^6N`2j)L5>`WGwkgabnZ5&|WRz0^>Xk33$BM)c3k z-my!x$1+&gM)mND(!*>;d6~MjUkV+Emx~E~j3r_E2l|iBh&A6z{_?O$2mOZRU1}8D zk{&sq3=CPBq;_ZMo!Pm0fB(pGwjv$r%7jN^8LE_XQV2eV>NmgY#O&+lGlEI|y_CAI z&M3P&)IoK_og%FF*V>rokKU_Nui*o5jiL2NZoA%#RK=J*CiR}H0aXHMWT}+%SOa=C zEvboNg~Zo8wz9$%=adP;6E;SBBOTtUJd6zRBX>U1tes!UQ>PzfN8>DchZIcXqvc+6 z(Di8jCv?gx7lD~o&SiStFX6<49HoY(UdNe<6jOvKXVRCVXwBS>T(OjsSXV@XvMa`G zJ}>-**nXdlLcUkNxrWINk(>5dW(mEL4|76qkE`A)|J1>0RK<8kdyy1Ds5~1(vTtcT z!O)ho^daq(x|{N>K0nEuy-^_p*oon&R$`= zWJ@59j5m&3p-5ynS02y>wwK1a^FipIUVZm7CfaY}_F79g6|0luR#A0FxlbAOhnCP@ zDj8X0NIAg=3;q;VCsythaW4RSiwE3f6s#xzEF)#PGh^30{v)*v>wNIf2I#jIFRR9u zE^B?$qE08RXw5->`Ix%b1JF)iv~|^{bjq<{$bDKoBlY-h+4&Z-HL2$@`=&#Us_nfA z*k#?w&~b_kgUJ}-Ls#WmA$g23STRhdlWqYwkhghpGVPt3T2RKfr z_Qgsuk9~Q}t4L4|_XwTIC*(d`dyjf+U$G!hO-*&w`_03t+#SQ)IbatC z5%r+DRsG03LW}5WFTDGAsK@_+RgP5Hs)dLxzUs}j$~|8j!-LrMo<~nAX>Gm%HGis; zwvQ;Q*s#stkVI^dc_5(qK2qNHou=}1UxG=5rHyhvPNd^z%{)=GFOgP~0l2Z}yJjn> z1BbU>2s5${gwoioe>iV6uG?lJ0QINFns%yaPe2(G6)J1O{|t2Q>}3GLb#p6g za2^yjt@lG&0YYc;BdX_S2SR9tk@l1qt8+utt|yJ;H25d?31i!Kgjx#)A=+j8x$E^Y^tJHrvV&c*X z7%hA<8p6#VPsT*T_-RdG+gL7z^KoNeI3bnIxxnBYpvk6zT^q2Wy})#IhYxj|4@`0C zaDm+vUt+{r=?!TLmptQ5ZtTVz(`wttGa@qWz#?=e?Xh7qwKTXod~pW|?rfUP z?$XOVEZF3#a-{!k|4BteH>G=nXyiQdi?Mupka1bigUt!&?mmsFnuIgIMu6lCxwSJ zHs7TaOqlD^UbPoav+j?ExkpqAMtuk!sF-NlkbPWXL3O9!#pZ1EQM_=p8xtC4LMD?5 zte^dJha;AQvQmJRxOCnrjYq$>SW&%Ig z)U{7kiBphyj**qd~`ckHA+hmJ*cXGM*ViKzP`Ml!MH-r3M#jw!# zwKJFa1zr`*C3LT6WTOqXSlu>2!iuCNa6`H*p6$EnW;Q2imz|pS27zdV01N37Y!HHcZ34^S*A1 z%?>Y+XA-?AyvTbRqN2||x^dwI79301yk6j^4{AbKJCd|k_7G-Q=;f_MwcO|AgMkHR zZkYMk#_a{&q1vY@_uVNC_tf97nhwYv|3Ge7hHDT9)WW#q%!kb))XxN4Q=qU#=fvE~ zkEJnX7co~W;a*$lLr!aGH)~L9V1I_Gec!&LWmPrLE48RQFHP5K&k8MWQyqhqP3H&y!A$k(>P4b+0z;!AW+{Klc7 zpl;MsZQJR@qrvk>IT+XPyAO?wSuD0pA4#DQ&Y5!sKOLT$_aEHdq>vu4SrL3{!0=@_ zK~}WMplnf&FOKpO5+}z6e?UIc&QL8o5eOZvn~)fg$!HvLX?$eep0Q8IGjSC`WF9G= zER%8m7Vo*xx?X?7U!JSPVtKa8+0Q-w*ZzW28#hsuS8;*iFOIE_$z_$1-rNO(I;UEe*l64<2URf-%?#mu5{@&R(Gq@Fi!vi3JYLximZGzC|8q=xDW2=fe<3ZCS4u zv%LinYgZ+ElisP{@??~BZHwSsfh$!5)pGeGM&`zf>CL4NZaAGQQ|MAH@2)U|FnUM$ zhrO$A%(*CitXqo4LZLI+-#KY!ti<~%{nCa_U>rxhTpVddM^T`G%YIHEHl#m)9i?MZg11_BbjCbrbes_1r3eqAM*>xdq zBpMAP)^>N~w28vS3T@#h@s|cWBG86ui#20mn2?p=G0&o{RUE?z25a8wfeCMyjb&;( z+ToumZ*E0eMP*~f<>iH}L;db=PN_HzK_W6Xh~!!EQjdr#>*};_$osj1Is;eKf>wz_ zh6jO6fOw&uyvzJQwv8ut%cF)nCm3qh`bo1QYS9YvvE*UFkaYR%!lY6#IKW-P{8Hg) z`Rmn4!(K6_?4>3>&~Uh)RH|J(2`ktkBBzB-fb=)~paE zZJ_BiGNB=I>im@6pFj=r@+wyp$djL&cH~Sb6o3f?tGrJ#6wuuIZuQ< zY;2909dBRhRygZ#bh_$UtLZa}s!j=hd{B*&QcGUDLu6eC4{I%eE z+gfAQ!d}n8=27#on9YqXZ!onCAM3`oVb`YbcJ0*{pSkI7C^UM@%DcisOpRDEyI#ce zTpJ(sfv+GfV4;wx61p)Nk>;LU{n&Hy#`@P_r|FHo1><6UoOh?{-4<5LLk`!-h>-i7 z*5;*_(uDe~j|H%p9%@)Cj~{#@q8Ee@V4b>}3;Yi%v%}R>5z zQ;_R!CDA-U3^dAy4i)5XIMb8=%-H9COc2d@HrJ>P0{ESqSObR}oSDHKs=53=&fb7` zqaAlL()XGhTYRgpq(liG^}!^4H9?CZ?=tsFQ6iOBk%?asMY1obpXP~;@oOALsDW;sY4pflqi8w`ngYbjX zm1sOOgq-eeA-EpuCN;DEEm7y;S8G#b{E^l4%jCJ*$|d2(U-cs2dv^~UFjC=d^Ob0@ z^rZ+SPd-l-ryLwD-3&2OaH(yL8AQPw${ju3Q@=WT4-NTdoRV!`^E{MkB02*<*;Uzk zm1>>K#W9F>6hc2Np-QII0E;u_Ip8ae-oz7P&I40gvhD70b1z>J@se6GmcBNVn4)Mm z*L;Z$no`QquXTO>np1<C}kdX0I54<%MM#&mjxjoiDwT|65-wpRo+pcH?bSI%>3!+yZu_H*#ir{7IC z_3G7#`@sx@)x!DyFc5L*m}L#=KbWr1HcE0ME&3jtxSdzYvVXC4WuZ4Jt4Qx~H@(PI&; z5N%zrQdjbiGFQlvp0ZTDU{AkMHZp-eIxuWDnr0O0)K8k9lWEf7@l0OK-MvWZCRXGm zQ|g3$Y#`zimYIDQofu1?ZQvWfQ4Or`RiZ18(6}Ylnh|8Cfh_y=)^60^QTwF^0UQ{^ zHa2I6x=5P4l~jKnP{#Z2xv=MeD$ghFC+ilcaO%Y#Z~Ur<%$Ym<@g8thQ9;V$raOX@ z#n8{i5*Zfj%qFcYk6i7#LqS<1{AWWgVU$|pQVH=;vo9j4n9_OuR$Jm(-L6Ak)eFnU&B5r9 z1!z^=VvWK4#O!*%bphGag_Pm3G0rbXXfk~MZXn9I9Ihj`5zrLN9%~(Qg$V zvMA@3Y_UivK{ym+nAh@QncA0%2S;jI^cu&ezR(jkkg-Pg{`GCWs!1!CW}Qnu|CQ8n zpGpCsPAMpOE$b)^w)_6oVy(t|Zf5++qpsApSk2+72YK#3RVNxTvIv$wts^HxC4*O@ zNIVX6NaTm6=Rx`z+Ai#3)!xS6kdzVjKJi+uWF+G-UeY6j7%(bs&r>j*cUK`TBeNcr zs#2yNTe$q$-TDR~1=wMpI^F3*?W1cUDYr zNb53|a>uUisqU%iShU;z0GWJUf zBANBXTcEIz(+Pqe3?zpI;$AsmyB0Ms3S`-M4m)y-1*f#*tgY5(w;Nni+Eeh|@q$(# z(x0xGw#9BNM6E70;R{>rG7l?rZW*7c2o-x;>(x9*0X0bA{`I22D2}8Lebj9X_KV=(Z2KI_XEe1L_w<02ZQ#0B z<1+(}MAX{Yxws}bRLBRzAjI@L+ocb|_QbQb*DLj5_KjSmg36iLn>ot zNug-9mENJH8UF@L>GV0s<=Ljq>ysMp;jZ6?Iv%A~l-i#UzJ)h2qSiE0`a__X9|~?_ z;Y3hiw}ZJa_baYqp7bI2|3b6Uu!@W};uTBXA>drhV#Kjn6|&q`Y0WfQeUM^;X^G|9 z@=(yYb@RrJ$mu2ps5aCw2WrK=&`Co4g;`&uIJTG1Jehq zroinr`Ou1vnN7-eJz8?sK_CrRy!qPH!O;GEN%@om`0Lh23Y8fwrVpKjO&iZP6_q#S zQj5rk*heS1n>S$-hjs3lXi{sK%pw(K`nP5JPMwCIhkfRwD*mb=*yiojlA|i zc`I)F+T^Dj3Hp!IB2`+`DnRLDYZ|&@FPs_b=h|Ayf|r%r5f5pw?o`)%5f)>WDqtkp z@xUc$BcsWl%}7}IHzwTFpm#Tdb8VD1?jSFkMh2ogQ~W=Bau%`S3{KPNv*2oeZV>+; z<4|`2D2_^-7Jk-{GhC)aE*76F1=AKvTz7Bb4Msdh2bie@>J6Ef7QWz(^wYXyqy= zrj%1$eK=H}*XvnU#Cdf$K9SJ=3J&0=f1Nra?XZx+IQ1t6j%W9j!6XIyGX;0i9r*ka zJ0(C{GSN74^!orbLsiTUrd|yB?)&E>li2&u>Tl{DKZ`%w9n8W27|DvYJNlQ z!Z=$JAVY->od{LS+z~2a8lIri5qFlYr5%$;KO^e*TYh}`X+$-qK>hw?|Df6SLXDfb zt0g6VYl&TTCcXwRlo}P#Lc1bhrY33zX3|AnOD=eZb;nal ztt12dr3!U2Oo>2np^k6UtCTGQ9y@rWGHB^6OG*kt4?tt1b^+8`b(-~1XM~5AI%Zs` zKTE^no@T1i#sDtnAe{5$P_f3ZC%gp&>=Jvcv%*G|hc!-b#Hm$vv*uk(`a6n_mx?dt zS)sp6lH_I@al*P5G|wmQ#n!y-+(pNai=2+besMT5%S)YrMdJWGWgiX+wDxhzcMjs_ ztwo*FONsiqwX1!1CzT$mTo4|tAx|$UeF*@_e@FL<^4bq8~%D; z2MNZwq@VaZjIQ=w>caq(NWh5C4lv~ftQ`+mTd2bFLCCboKmkR85fCkx#;fJDQ-2&h*CF3gxCy`_&&w zLXk}R6LG6=4#w?#p|(FnL03)7$GQrvm_MDq0)QSWI&QoMCZ#}!jLXkijC=O9odbd) z+ahl<`tDUX(N0J{50c4pWGIZGcqdaxzxcoLb#Gy*f=@5Kh&%AX1;1dJKBQ&No9_1p z>hQekh$Wy_g-rL}v#3~@06KK4%I2?ppPUV`#cPZD=x*NXgj@+aVcma{d2=9A`nBac za8PGdQGz&jwh9nA8F3n>|AveA;Aq(ID+75VY+B4;vE+N;r29h|^rz(*?Ogu@i|L2> zx0E{Q6aYLLv_YrD4#XdWPJ>tHig=Uzm1H)-sHo(|;I+C;<8mtzV@qGe2ITpxw@cPC zg^JXZ(QU2#sMULm58!XGwJayr=f3L`zC*Z2*2I-MH7~0!}-I>3jRV4 z=xxEY@UIc-^$VmgxUrJz!TIXTqP@=+`j-~B3}T3jZ>#54)-l76mp*rSO^ip5Sr^SM zf2|4^9OE-`vsQ%5xNOErJUxKF8)}=ab*{Of}{?=;zVATRE zMKE;p69YR@G3c(e1^??yGBaNF+q!pS+X!QR3=~=UX6;z9i?-owO^PCeL6nU)eO$k_ z^P|PuvU9(`JcpV oh}P!z(z+y9_Pd9Y%!%9k2-5<{$M@ylQonJiinel@(#<>n4<971X8-^I literal 0 HcmV?d00001 diff --git a/img/nsight3.png b/img/nsight3.png new file mode 100644 index 0000000000000000000000000000000000000000..700cbdf7beb10b18f444da39d51dc9b3fd5bf331 GIT binary patch literal 34529 zcma%j2Ut^CyDk=N44|WcAjMHZ0Rg2-4XB9HJ5r+}y%Rbl0Ubm^VN_aZq4y%vq=Wzp zNDVCn2vs1VhMoW+$=xvXpL726-{(Ge`51Rud+oKp)xP)r-t9YmT@BWAJm;90m{^}Y zerU+V#GJ{*bPRmv6mX?svR(xE=NQCL<33YqFYh97a?(LfM~#W8Jci}qIWus6*7LDB zgo){QpTob$ChY|Rn3&%9J$a~R9AL9L!5(U52VG-ePOXSVU4E>Zb^rHY+5>M|(Zz4f z_0>?%g>!vPT*%E&koRcTbqV zQAzbXW4K0BF)^_q`W|uBl!=A&cHi7wHmR1#k0SY&RahPaTEgV`KH0tQi3fDq(yhd6 zfvZW|;u)IL{F`S63C)1XopF2Bf9YJSC;|6lWF(R5a`Nzz(ArFMHS1TcOoayC>Xjcg zbA0B0UXZ7bh%xCZu1d?D;X4<;!g-hxNb|9*4^RAk$aKd<&F->L7+$;_h)0H-=8 zk}~b3*7Ykl|8;lCO!ho2zNVpdn2D(=WMld@yEC@Xr24Rbm{jdRdmVZ{8?9U}-rkay z@4Ja#!yF-3nV1qm78VxUO()pTzZL&9OhGH4B?CuA(=^ z%_!govsz^l0c6=2&0`n`Vi=_k)3`+Ne1ADq_c%z!_=`XkoHB+F<~3TU9_mlJCbw6S zPhYNZ7A1F(>^`w&s6M6(!3*p+ zbJFl(IZKV3nC)m5a4xFjIV)p@+q#bgl`vV{y^kfqyKsyr>@>eHUFDmZzgr(ux5tGv zs)HFVx_p5KxwQMr)UD*otzqRLr)(W;2b;M;(xEF0Gx7#dmIb>tyKPx^ynw+bVvWy>gz# za{IN<1{ujOZ_tHn9CZ(_7#0T^U`Qw}ry5w4d&rzQYM}u%aIU8DKHO(AD*L)^T~6UF zi>3)Rd3u7Ya_ccUS++j)ez{#~H_@`q=OLZ^1QodIow~bXGhq_28oOsk=u|4L0(BmU zK(F>5=sRb1QO9@ML`Bz$~lAlM$gpl&}O1Mm2eDXT92b4vDZ z($L69uEmtc$(+iSMj&n~I;dl>5gIRm#jFK9)>8=%8v|R;1k{Ta4eWKlv5csk{pqsZ z;h&P98jd^Y11*Z4kaMO~)cekYCercUR*=qKl!VD#Hr#*A8xM0YmDpNM3$`jP$>)P~ zSs^f8cwaTO;K?ezJ4j+xtz?X-4f|GrO|sS$_;POp)pXMwMIT65z|oiO`7s_4M}EdZ zHNMiLe=l;*I=@xPUBUFB(P3vuYIVM5Y_jifjC>~RnYVwo-QNHmMDhPNk|24pRV5*F zHGH0vmTW${Q3u*KwOCQfcfb}V6#twm^8quro83M}MK5A}=8>q5y_M9qke{m_vPwl7 zFp(1Url$2`Y*)ADM~zY}7egM7|Cq|amp<}ptZnow>uuLDIrtYs0fRaPc|q7Z5F>Rbzux-xWg;apPzfHTxJCG>q`Qoy?_H>B zoWX48W-iNe5H^5pu8AkMb~!&FkeA1)nEhW|Xve73827t3?fK;@VjxDG+#c@Ee|OIh?4zBO9!iMqTxH7gVe_e zB)ZW(58zb9(d}UlOa+ZO=trsHE*mkV?!pu1Dww4z4Y# zD`cK__fpSiaJ2+sTV)4_gf+c7^=rC{ght z&ezSPq`NK`s_o2fB}~KNUt!J^>=y;7e~M9 zW;Cfpc9p?tE^-c|G4O-grWa$tu1{~W70yjOJ$-8&=7O$vU6j~=Bvro_$yJ2iiyHgE z52lu|-t8doDWAE{5&;%xBXVH?ra=p4=OH9i;+Pwz)HnaH~==lAF(!8h!mRYR?F7$5eKFJ?lWTY$KN`s7JT&XQwjp?5EcmrH>l^6$G zVR)jtIo+MM#{n<(myj5NHMd#>z1n*;Skn`70@`9|9THXmPLJ#TOQ6<4->F8qq&YbH z-s?s~E@R&iwE{c%7Avy8&NdRC;xUHa5u#i2%K31p zkD(S0{&N}q1z0rvfs5Y^6}JLl3AMYlaN%%BY@ialD}_PZwF~-C>qqb!j6y!4e6#D~ zw1)0r_X%?7#rQ*?@W8XG$^|E0VqVb(I900GvoCs0tf%i)YI?-@ip;t9$R{>xEe?Ha zV_(71Y4%-V6@B?7dkF-;Y9^Y7IyQS!Y-cTI_U8%$gWlhmS_FS( z-O~-U))r9sy!YPF9-~B#bs|#iVx{qfa=n?5m;71Tqp~p`IP6A!T&geq&=?4GlugJ+ z>p2TCw{u~ROiZ~Q&Gn6WYd3U!7SMb3NdCT2*S6u<&Tdjon$kG7f9D4G|W!866-(FwWr9N3&xEgMjb+>WwwO1PddkExz9l49Q`3GtHrmO)I zC6lB75dku)>JuDXf7sx?bfEP&LABpupC-3+Syu82f_G;kR&P4BMskn`hkB}D$uf=H z?<*n#SDZ}Iz(Jllt+#5U=UIv}#EmyeS>m#TUd8@AB`O5Sv(eLjFF04Bw`K}fuM47W zyD}+UHv&)7K}SXcetd&wSit#$TJZ~Z62ay+cNdX5!dKq*-cCMR%);;AZI#GJP5$B< zvhmnpaW1RbWv;?m9=saMvjBdU#b9cyJDlira!?dlKN$6Id6CZl_Q1dAr5gX|1OK0e zt6=}LHvb=m8%ydcEM_+u%F48hg7-8n0eH04eD-F_bS~jc_Vh~9v?L#iD}XToZ^#(Xxp`Cf2hdz$^u;Xx91&Fae3Z*8MexVDVZtyf-T=^`); z{S&bDg;nC^hz zzkk2p^5XEOs*c~vh=J_+p00EM1=Lz2fhqJ?d+}QpVhY5S^)Op#C#hje*AM`9o=S>- z&yf6$^9p>EpQ|l3Edxv+i;CA7mqaCuh_#;i8wWb8U*%y6ogH5{F>|E!UU4h=n&TpF z(9U5tYH{~C;LHOBT9}-Bs3)(n4Z$eq0WeliZo=m?Z1=lBUF(fpS$rCt9$3!>09Ve6 z&RWhY($OqyGS(43PwRWYzDS*7G#)NWQ&iN{pyK2PTTQW5?Z5;XwFcE=2OWHwxWdFF z{Qz$#fDMKPz(-Ab-#E!p5wxQgChGd0&Kz8m2nQ|{#yVBAFv^yfAGh9EWaEp@qQ z7nNm=m*?OwDkE0Ip{By?L7n-(Y#=z}anr%4*z2kKna@+7YaU=ShXZ9zKBS%Q7EKq@ zAjdPdstpwnt-;h|Xm)k%WITm5Q6z`n>+#ca;sS@1^Fy}{XiH}3ua=$fZlxs+y@cm& zjh@V?mp;!oFqd7?BmAKMnD5@}yn?%e*S&IF>n+~|n;e{IciM4#E9~ULfAJ-oXzuvN z1Gl^36|@A8wH5#BoL{{hIN_n9nU3c>rqscH4iffchFqDh9e#7I)nMl-w)v#u_hcFO zqC~auquO#D)%K{4p|g*A!W=(eR6uBRGH2-6Ea-*&y69dzA8)y08gus16pXrBHUD1M zbujd-wuiKulOD0{+qDigx0-(J_HO=A_1717WF~6V?&g&>q z^eVnml1PJuu(x%%d5dK}QKqJG-vGTmP`XIf5wXyBTjq48hK9xtV2!b1B_X|S#sQKs z$SRw>3E=Pns8a?~o{)e($SE<&r~rTFF!j!D`xIHshPODosN(jv%E{5CX5vojIm6(W zM$z}Wo%P_ICu>M}oG^W&YqF?*tk$yeo=?B#NMT!HiXqOSI-%1e zlV3^QUSXIPWKtHHD$Migsv42Z;|wE^_B6?6`92IMfBN3qgw~GHPSxKtFa5bQ+e6Ua z+-HT=%0bs2%d-rr*cP7xSeQZwmH`4rsk0o%G_S)}(utDDPH#}Oa8 zW#{<-p=vm$)6p+GR5o7cELy2M@iF_w6>qhsL;IS&d}Z~#bxg8A{mmu5g>!66wQ4nL zzR8t05S82o-yYRVsx@s=lB`!#)|utD+A@>MMY6_sa)M-5a&K)66#nMGn17~PUasQ@ zm!gNy-YqZ=8A@;#%t-qZXj%)&{&hjn)-nXQs1(yPFx)`?Vj(-{ab=;9JSn1_)k2Q_ zm1WJ`ycAU0AulAvYPWB!J>!auYs=`CNrs1<3E|}4nb0$t8(**_@vm!CnNH; zpS4ffN8fE9?kaX);aSh=d>rF46tX&*#Ck&~*VLr~r0QbmUCG*^BX4~pd-8d**61mR z`bV>xc3VPb&Sh6Wk6ll;$Tp(&%A5j6_2y!g;;+$9c?NKC7tlt{J#Dq*NBN)QA*muh7qN zAQeJw>`eO6$(e2M-CDBCHdZaMRmULhQhEZ|5+vgbIcCbG=A_iBJ*eXE9d@vwG=W1` z?&6@1gDntDPOfxNcp83!V4JRzn(H1>6_C zs~=|xb#k8zY}R8Gy35JD2E&kP>24;41a5Ux(K71#(yJy{Wt?#zNhK<~&5!^I_sX}k zVJ=vPEg9`0a8hO7B4m$y#1Wo^7uI_qZUbz26Yqw0oZ7-~um0X55c-g-W7*S(oLb3~ z<>8VFWaJ+HoSC7SX#ZfQr#2~unDAcs^kWYJ;{gFj@7IA(}#*$%cd6U)pG})z)?Y=`It;g$V1ZpSL9q*4|DHL&<>(|$@y1y97`33Z*ajgj^eMtiv)g8MxHvbVPSdZbfsLxO-x@`};Sza=$cD4e zk2Bn#^-+o^uxK6Q9x0IqLP6ajn`3NhkV=X~Cs1as_fUiO9}aXWz+@ zfOfEICU3@-g{UW3`yt$R#(}LmXkHZT~IRsRZZ_10ANC zr{|D)lLn2y5}}E+BAH8Xz^uZFrQ6+k3S}a_1%C#mly7Z%`4_@}?s24YQ=AFck2;Kr zCzqhQ{fe2zrGKR-G0K^q$XnkVmJ;=mDmZ(*i?;_6+%SpLey;TQ zo_dGbH;(|6S@HQvkJmC0R7{(tEN#b?4JR`;ld})+0FI(b&Jgb*7QDyC3ib_8PO@E0 z(i-w=HSu%t)xNr)x)zcL03{&lkNTsj)`$LUw_H2h${>9RrJ#J^TqSPvqQOa@C7$OGQ^ z&f}h=SLOe!POALC`*>zX%56zFy|s{D+L$ZS8uE%-H3Sanvl^r|9Ak1k*$8*M?fqX7 z82d|y5cnvm8eIU$!oQO=$A4VDLqsIZZDaz&BXqRre-92ICgbY6(xjps(&ekraMP_O zwtBtzFH8fd=Rv*zh^*KYu<=nqOQ~qP_4vBOsRY` zZES383D!EaGE)AaD?vg+KCSqWzKo`h`Zs2St*DeS)K*($>xu*U^kFrhDI8Y#S+rD9 zii^QA{ix>JM-?Z0tL{=Mq#Ufne676VCVoHk1G@jokoSf;a}dhs?Bui&$F?({Q>dNa zK05jNiwXK+Oa(lqBI2VdI07vIKC3kHSst!If5Kwy&-#v^XvGKZjhpM5v^6+QPU^A( z+Y2znNr93SPR~aB8m>ZjxYV0)jO<9a6}YOQ_WW-5S4hSI#FzNmNsCf&T~SD;d#Yj9 zyD+&+z795JjOXFp*(qNq7 zs#SrOLdL_3^_YC6m@Z{AMp>3Kqqu-h`C2>ob24Hj?^)c~(LivFKXoz_HLV)(#j>E| ziO$%kNUd^Dnp*K=rMT5DQQ=mNdd-t|17j+Q#?m|{lGUxJxR-FXDk6gIv0r`lNW46J z65rm$wtecADPzM2mHSMcY8`tsG=(Ve&v%h_Z||;^YrRBfHLbw2nAF2F^R!NoA@Wkb zP?;+WB2pR;EO2~Y%X#t3C#F~}%=EUL=sC%iNxA7WW``eszws3<~S z(ek8C9_30jH2#krHe!u>3gegXlq|$3mDamvbb-~i7cNBNjbU^8CU?(QE%W9I-GaQ& zW0(xFVLUZUDiZqH5a>(de>0ZiH`U-cW>prk*ZyhU{sZ0_G9(-GIt@+Pl{!Xn_AP|x z>y)#`!E}xv4vo-9iQZSoSUYc(4tbUxJWtkN^L+MK9!%()bhe{pu2^{gn8j;YJJJ0A9wCV1-q)ASP+` zfYBC&uM_@`U%`P1&rcM0G_P*mY~oyslM{4KzK}7gLy{W(>#UzpP>MY1y;H$LaGhTA z>1&PPuGFzaxnT}Mq4FdnSp5(?jZPUQ$>AJIPIcQ-OF?^iKfxaa>fIl7gz7)frVsc3dPAf!q^(K1o z>)&X+yUr5{Uk$|EO6W`<#%4WI6QG;axhH+(-`TMn5Pi8X0eN3^0Vl%&?3VUBwQ{-r z8LvX~kx~M0Zbq2AD6fPlauA%IwL4m-L=T{{wx#u$Hc%TKTqLWkjZDb>A%?(?=8Ewe z4eVhKe6-x{ymJEeGtsJ(iDsafD?KdRawGxmqe%qm$n#era%#sEFlWAgC8Wb?F>3l3 z&v%wL8g)3~xdStWxcg!aumjNz?a)4W^xRW%FAeA0PWV>=1)Q5>I(IbPEX+mf23Gut zn%YaRT$jQksfr3zl+UR!=asUgtvzfV{6lx7aom&F&kd{Q$~tc&33)E)-F$Ay{l2j1Mbde6i;8RE$A+fO&=xL_xO1ZiLpB@CQ&&`Q7njbq56RAbD3fdJT>}Sh zDHlA|mKA#=!SVL&U(|u50CZy!;o7 zT=je5L}2d{NlHvi{7pn|GGO+ldcp3?hy5LYSc-W#N{Z+_dhN#_sVjolbC%@qe|aO# z+eLko?0ac=!bQZ3KbW=GE#X$q{!Xbd-eD4&P%B}k8ayLY-#{Cuy88uZSdjhKlqI=` zbcVHUz}SXaDU2XT%-p_+0&*1Rj|tyW@z8coM2Fj&2iVl0evF?BV)J8+hg7fHwPBX= z^@Ia3i;b|dP;_Rn@VDV~m+hhe>u^nQo^W&fJrV1O85=FJtqy;&kKc?cI>$dR2H$dy z*#H;I3k_<7&qkRfdK4Iw#v~7B4Hj!TqOJRO_G(O)%JlVdj2!Cfw)j)8+W>uDHQD13`t7K!ywC9CvQ z?}G~y_4RQ1zaH4zg%rr^|D*~tQFvrO2wSOZeq6Eo@FQ*$T)c=?Agz(XtCyu*Px(79U|M95C#O4veW=yzu zxE?X(b`2fxk2}sO)MUFEUI#~0=wAhXbd~e+rijj+TJDai4wjLN3p-U85?1`>g;1yD z{5Egxw5`{4e`R1;RNbpj>S4*pd)y_Am+5ic>pM9Wfsv?BU2c}q9aFB7J|{6rRzcDG zgWi|-0Q(HrTG_65p9Dp{@@EbsAnst7CDpX#+94wen_05%77+_VJAOfXOJ-W|2XTaIaA&l~vos1~;QdukTY51!Zg9R{X1zP@Sc@15Z zY~|=D&$|fPY|k}jOVnSJydk0NzL6%>?marK9S@byWIY~4({K|v1bdwjGlG9iJT_pXc=d2(eoW-tx#{GDWA>(|a`hCx?4`5kk$E3P>qO6ojG*Y?=`aC z*;gNbk-2ErKtmLAPDiLGQAs?45K!@jXjNS+=2vA!J8pOI`i z#_eB!e{_x|W^TS*e7f|uI3x{ND^SEH_|q>%Z?Di?`gxa6QK1q~eUQoE<~_rSmA5#ws|C-q!887%Ry-X$-K3T990xJ9<6G)5)5Ja+bkpq%7WTzZqy zu$>;ei=J{4qst<{y-#{p@C1E+F(wsqsHAxHyo(peVO$e@J2q2R3%rPe-Rtc_?;U^0Ca3aPm{997r#F%`RUq^X89Tkx<2MeLE#X zGnYCcF>xpm0|GPWf($Z*O;E*sH>tmux(ZXg3%#i(8^5HlFXTK`AGS35VK`FLCXzlEDG8Iw&j!MvP-uv3_P{Wlnh=y~};*5c{n^>Zx zCq}V2paB!!e=;^?7}B1hT#%$C-%x!1u$lTrni8U}chww-5{v47t7ADph;fW3w{6a8 zq8KYY71MsANn1)Z`}^x9_n|eN52Uiifu-d$F0O-fmu&px6_vNP4dhO5&nP>IDT!vA zEKinkrTBbxD{+1K^5N?0>c23MqTfp2=6o0S2sYiz4ZPwMx?Q-W_mvS=yp2ynTLAGe+5Ov zpamGG?nHzK$taCBN%H{pD^S3K97;J3vxU~is7f<2wR3-Fuk-Eyol>!9p#}RJJ|%@6 z-O0c;tZ5!%4(i_zARZmXHuRT&30l+EHv9XFKtuNPc(PXN5um$ zd)S%)&ymsc&jN4%unq)oou!pCm|1iyEt6a}_lQHB7Ws@d6md)}QTKl!)I;FRON{0l z$&2u))s3KJuf`8>rg02JMv0pM#`M!V3=Q$jlr{P#u<^N-S1o!ib$s3*Z@2Mq0U+hZ zzmP8P-{rh1tGf@321l1TF>A;>h0<@G!;t`X>^q~3Y*fFQ8d6xI6O$LiZ^&?v_$s5F zhX|Mi!1wVfkTlz&$)X`yp#3_S*Xk7B!j5P|pThc$YPgkLK5WplMy({Beh3+19HYU?uW+reLm~BzplHQV@xID%*DSfC4@1?Ml>igbHnMd}` z{2dRT+#dmtMYofjVI|Zxs6raeC*}IjV&1%iy-%PBnw!T!@>Z`&X~`*_AkGj*-@Ulw z{j340UiX#7#GE_g`5m+xAI6lSvh?C4pToAR0x< z{Wlg>d@Fr!EdUHn{(nQ%^nT71&tH|C-Noq+h9>efNfdOJ!-8kXujQ;a{SBecfLk!&Uk2amEs3*jCMLC)WI)E-A!mG<}Dlpi-$;hmr{9qu2WM z%hxQLPVtK1Osg+N7ckOzp5B4xUVba9wjj>>FhW{helZ?!#p^l9 z(wd_frn&pNCl8CgX`d7#NM6m^e43fT^R)Z;4QAIeD_zfMYyB^)A=UwlmOks%@L}6P zd|t(P)`aaJsa*0?HExJrX#45P09Uh%WksG!r2h4qPZk?f`#z*aIxWfiRaz8UDWiO? z(egX{=_(U&qTB}&!8BYaXedw%mh&LuTs2pmCZ_&EPMW-tr!_kR)wneQ#~KAvhYaoU z_eS?Nqq}?y3y`qdNiRDBE{JYr!MTCS@OF#SoKco0j@s^Pi=9s$$vviiX)2Lr+|T{J z=qKJGzl&FODNb9e4=0xI+hkoYLp{E4`QnMX+)k(BHDGHuaC(+p)2X0bYM@>wT>UpT95lSOa=&Nau`l4jq9rD&S+{aciD&tDEV9jwM_B zR_dV-dKDYcBlT`;eWo>58DLY3Q4{s%Zg1oRWlY0*Vgz+XMfb`0B0Z;SZmFh0Wi{|C z9ttI3b*_G|oirvX$-Q6cBG<|plr}b5XIT3v7l|7`jaho^$3Imvv*J6t#c5+??@D5= z8x9Tj)>1{gn-{8U@efSYlgO*fu~KzAy?W65U6MQAP-^=`?4PS$HWUes(x27LF%h-Z zJr}NJETZJ;QA1E9|j{gY67QXU_-68NaRskG91^XK(bb`C41W22y zJJ;H9v5&@U>KxuUzs2;uqtUI7ZbHQm%{ zo63`V$BnS>K3ry@66dDqx%>=JW8mUp^A6j&afmHD&Dv$ZX!tMtDl5k^S?9n}h{-}b ziY>VJ-ST!B>0Ssp5Bg(;;fr!Ece9=B&J6r4A0f7=M%#W@v*hZ}#*tDpx5kbA@O?9y z-DzXti}GYF*absl7d;3j2Jd`@}!sm2}yZKp}a%&1?20CN;VbM{lrH%p!Yx+xJ;= z^}cH;mJ7zSs^qn6}zXmLsUY=Ir+!4UI#_RJ8-7|DdB0x%r64F zevyzOtgYh0CTioRlYH0V^F$MG=G* z1M>J`*Zj*!%1U0z{K`*XxQ-{8kkT~C%h(=h!-mmW=ua`E=`I%%iv=$XVdX}sB8oPX zw}mP zWFh8Cf+i&QaV=FuP^uSR{D1~8MJCk8C{;M7yuaC)6YP^C2Nn;GG6Vsx0FPic`6ths zEp|3$akCyxtskrLK=KDIWHfxz&6^nLQ>{#%3cQ-RYbsIo$oaM~t51O)e&6bj@8jk$ z+_^{XJr`1!1R@oztMdhUKSQqVyzwr|fJn#}AGDxf-Y$;sDdLbrfa;Eu^;`{ZbH{;* zKKcHiGdmKicaJw4$mu<9v~s>cO!S?IbTlT-n~gf?s_9Q!>!=7DK0U#7pzXOgjDbI; zwy#xLzC!p_2sAq~4LZ$q$~kX%kQcs?m-_Dp!UI9;`D_g@5fXoS=juYASVXXmh!83Z zl(xS2!mx#QQ<|J8}UGz~|0r$JLWs8oN@9BB^p}RcUs0?Gt(T z9=A0h#I^`xLCIGVceudkN8~+9;JUHs;m}aJI{fA9vU#F*xi`h6Q+I+uX2d8|AbNZn=SfQ9jK%wY~g3ThJ=6#o6)xA}uD3@%B=M#7Z4<7=_a>GffrWHN-W4F zbL;d>4-b{Z7km%q&8$bF7m6I=#%~g2FPtLhD8E zdkmfaS|QExq}vLSFT>l+`oxoouFEti_d(Gr_7@$RNb!f7sqTqDfEXVQ2& zrDhm(Q{=wm{v7q}7q zYGu1wMq4{{ogQBuD}Lz5bt`YvZ266uM#B(qwT(f5ultUt$?s#5BPAt5S5Z*?j-SqJ za>|2x9bDIfu1zej_=XSFV;fZO=CX!&W$JtxlY5GIaeUghCV71C06|N z*h!{4Yf9f}NrkWbxb5K(UMB5?oT7NAIgP1K+Pzw8g5gvQos-%24h~D}?um&5ZHP@c zP!t=s1XxU;?q6D2W)5*(&z}ylHv!LNqJ~y+LB}|V--2N?ykEafhW^r>AZPJeq*z;< z?`EwM>b#p9Gs`zbgZ1q8ea(bOeejU3$d~wb>6fmzQ(gB zZnEm7p`!8Sm_jU8Pl&H2ZlGFs!amw=a&A9WeJl5|GB8~0O%tBv{o1aTx|hCoHc?7u zgV{=|B2mKOl2Y8+Yp-KKX(K#oGHqX{- ztt@3kvU!?QBgKXH*_x$HJa?(O z+g>ihqgtU1+G{Yo&v#D8rq~QUW9Nro_EpjO#8i8{hmG*U))lkmN-gS; zUlPublx%h@4yQ-p)rI%MGo<+YV^+L^AZYP3fo?HY@ORY{wTkr~FhEDCv(FB(st$Sd zIl&#L_?5CRSp}UglR=TU&0coL4GhQ@&X-V6@`iE^yDa8?37DN# zwk7neq{xNmOg9L^G5LPH4c>&#sJOb(QJ5NmuF1hj5%yng+;{Tm8||gVgv|acU|ou#|JMghP1 z)jQpN#df!-sQwYElKYR~2C6r@<;PFL_?7Gu1Z>=edr)X=Ky~Z)mYyQ5l&sw($#F=% zn(x*xwP1I<($)zzKqwQLOf_jjo&KOPSsr|u8{y-PJ=ZxBu zKo=a6JQJU!08WEU_Om<@y1yN=&zb7i=53kGe^E~*la8@@`46y9w?7RpUPjkimeHdU zd%q^1f2PphA&*-vkXvYxYZ!M=gdGCc@87?>!xmb!&m$yrRDFabeEwR{7t)DfZM65R zs70XeIeY4lu$;kbN?$$W7IOt3i#&J3U-^Q>mn)Zx0e|Oa2LI;@`QQ)CIMQ0pi@w?+ zp!PnmhY(?RIw!b*FZUE0YRCdp<^lGLAnkt;z134nOfinQ9)>zl_kPp;W9w9?1z+tl z+!0R)4N&WLZE8{$dGoIOLv@1h3k=H754@A+1_%aSqZ0tr@r)cuSj+-g;P1f$7Jx>! zXcz_ZoQDVlJdX6Mv)XCiOTPn#(Bm6x2j6h`sjcL}ls^W{K`1p?AzyB>M}Ps@z}O3R z4|@HgMzs9_Ff~m|w#WMsv3&D}p0P)qO=8nrM_!7%%i!#S5q0m7a(D-Xa8$3a(;m#8 zKa8TM0gpYCy%W~)Syu%+oZCLA!M?%O!7X|5UkuPcBF@#!Itl^Aiz0?`VBeS>zf&em4=uB@X%-sQoH(0d>dmI2+D2WTk& zoRzsP%<|l4a5|b^u~oSqj<&6Np`b(DI>nTJVV9n<0X)VOngq1A?^ZUtpMuY{fEKO)Hr+YcqtK&-Vyq~xv5Gs+Q14xFb89~Sa=`ZucY=LMj{c>Vt$@`;bv zk7z!CTb0i|3lwsv{ZM@3x7N@uE(LWq(Ic1pWhEowvMMGZtNGajzpaCdfpe1k zszPkf&fQCV`equ)@o!EJa2x*fWfP_ho;?R?5Uc8cUCwFtm`M3&QGtWZNfE;osSeI>E^kdZ~e@a*o$fk{rPjSHG!&;?u8BT zI=w61h0`Syeh&oCx_ObOj3>h9y0Z6wip%+xR(wZteot`z8~nO1{gx;8+2Z>1MnZHK z7-f}iQw+B4|5v(B$>8MI{1I`))FS z0%FCJDW)6VXk(TmT5Z=#e~O!n zn7AT5@Z4=1#}|lu8P{OX)Rgk#RaXs+{(TGtEBjBW4=P~=anPn#pzyo*Y~QhC<4R7+ zpS}yIiOmHc`}GBqx#H|d9O*e>uqFs6%)_p9&Kv2949}y^l)KrHUJTA=^)lG=MK2!s zY9&;(BE`R3hNnt6Cg;_uM1==MR8SD+8{?nM)l+#Or6`?7EezMWz+(jMu?t2m;S#Xh z&>kRS@cm?5(b@YB=ieVmtGfSub276>^QDKE7hPohHYMi`S@5-8b`878BKuff^B^E2 zH{6T5_>Vj57X6_({)#1QnK-TGVORF-nUG`8Zj>6!GNp(LEm+qGANp9vhy+#6C;9E~ z!MJ>?_V^ZJ)=iXYdUxYL^{2w8Gf_Ug_JZDv37mCBucXv|Np6}Qb9j~a@zXKVL%oDK zEeQi<4;fDf#$UWpU8?1_2L%dXm_+iNO!nL z&(0+p=Dv7UswSa*d!XQhyEuW>X1xZI_3PtHm<78WN}Z#5#?X0D3II0-6~`OC^aO|5 zN`AIg1Sr8=jO!<-t<9GB1Em4_bj?{$f5gkH|IC^@wA@Q?$%ak=1ybI7F{n>b?{eqG z-m+P+uQKZ^I!A8?g^kKGoEP-Vs@pVBmHa}2>P;*cU;i0Yvwyr55F+JWGSi;vMtxfp z(<~#G7FVk%QhTD#ncT^J&gz#Zjj-l)r}D0LRwr{Q+2a+d09317-I!7H&3kjnHw~M3 zrQkFZFT0KBKt~Xs2um+TqZ$b>{yRi!Aq1pVqEfxz>cCi)%c1tKn**Z+9qKs-4bZb- z!JKo#)=_YmeE7M!4gUVz3TT!7==%DXYabuOmh8YzKMy~HSVAH_r>Y_=Ljv4C)qWOnqd zJwkV7i>q8raw+CdF-zZ_uFFf zbHdFo9AmOacMy>{7CjY%WR-zZBfUModJZEsARNOq^d}HwOE(2G==qNZFIs$=ept^8 z2pT>9JrZ^9@30Y!xOl?iponjO;(G8(`~ZC_s&^o)Vk(oNdE`QE5SOxNPg3Z(kMIFMFNmY zn3$&t^VMeot=pwSk|w0>(8CgF%3VGchDKyVi+f>waLLr5nq|*ZpBdZ`mM&>oWH3rC z3-e z4|+vkt?*9SBx=!l$u+1a9=(cYwbeY*i{?tcjsjr|rx0zb+pGH&l8564j&4vUN~J}N zu3fLg45y$;O9RcAd+7JYNa!QWM$Z!J#{8Pz0?Jxz0wX>syUFSH-o{bxu~Sa8XGVRSZ>2j4NgLwZE0mG=J4 zrT@>3Q=zjuIdT1QroamQkHxse-5aGgQVznl#RyYs>>wYI|EIk73~Orbx<*j}x1gYcpj6!`3P@3U2NjSeN=cM% zp?5;>h=_uKO7Fc(LP;p0i-=TdA@ts>Ql+1J1>Nm=_Iuv%T<1D}&izZ1u(Dd#oO6sZ z$Hae%+1Iu5+-q7ank_b((ZR}iW^LLV?4R6RT3zbg>!-VJEH+@_IJ59lqLA!pf?~=I zK*e>fDtIb`o>;kctOCMFGv1Mr&RwU_I(A^I;J{t;pwe+x#`2(4Z+^d2T?o~P3Da<* zR4%zX4r&Z=)l*e3x_A#-H8L@MJ078!FKtZK%&?oL#pOPa!CH1Y^1m}V_=s`AWyBVt z+*PqtYFO8V{t+IFjx-HYY30+R2ny6?yYEZE#)=!-YUl}-^`RQs<4LvHF3*+(viYgt zxD?NWs6mtT66u*xuKj3)GVhrePzd9h=X_}WgsSm`YSYnaPe7GLgoo2iKlkZxjG&5r zN=t1nszh~e)?IGOr!pXS*af?fG`b5miv z#S(F@K=@-AkvKiZtzx`Tw%q-#R@wqbJEfeW@Om1vLTNwrUT?N7>G`5eTF0v8oh+kP zYHfV2Cu-SkQ*T{;NCFeuD{#-D63A=gOy@H6kdE3>TbOvsh;W%*M5eY@nyM3Ji}OaL z#Hruz#Eh&6W0zR9IH!$7?GheM?gVM`AnHUVvLb?qGyRmSorhWaP)+At0#}_IV$i0O z6(ZkC%3@ewRwnH&ALv_7+O>qw*~e5R!2>-Xu<$bWa29A$UR}oJNK9&7uq>bA#jfRc zxa0Y+Iq6ag{>G`(SDh$Ilql@6`GskR?O~b&&^tY;Ink;&Luu7{N^hxCceR&uXRT?u zyq0{ba*gV?dF^qsh5a~tN~}s^Su#^ z2&-gmcW=#R&mvAOm`-LM6YgEJc${_d%R;=tS1l*ysQgmF8O>u$4V*{zum)K)oX&S0 zm$CiDD7Ds^ZczvvZ|Z7VUu1SvJ6pu#anFe z-%EHIXJcI)Ar6o7P!Nw;*w=f|w0)_YwQ;*2c##j2BA6L`u^L%_>%(-Js8Std%dp&o6X!dd#kZz(_O($c{cR=j z(-zO041HJe5?TI|N-NP{ji2fqY3b*;Reoqj)+y7qa0^p)fWul%IA{qfiTESXX`*Tp zDSqz#Rg&obT!YB4rX>khjXRsnJ1}$FHQo_PzXx+-!aK}gB_r~G-&V93*v)86+t0FQ z+Qhmo-fI}TJr(U4UZv7-4&QsxPTFfgW6EP-)lJs1?5RP2wus~84M_RNBg)B>)Afto za*&AG{=cKPltWDcxWHU&7vqOao zZ!lF-wflxxOY)hY30;{dCR=_$HlW!PTc5L+9*mguql2>@!Meq^m$E1PfTK0kJ@_d`3` z^)OjAqA=6@e&_ZpRx4b3h1HxY6L&=PtZZA0OD1z&Vh(!h1~siVcACgB{fkxjpkVl1 zv>-44z2lDa)$b=Y^Kt}5^=__K{m_il<7|a5{~M+CwM(v_I3nXMa&**lFPTZp`SmJ& zj+zbY+AJ1kLKQo(NhL0{Z_4Rm!UDTJ9lOzyhu%3;_OXXpLeze>Lp%E|WtF6Xn(uX- z|CgNghbvbrabJcSCnIQe6dy|tx8+!FzvBL)xg_>kwPLBGX}yO(&XTBz=SQ5{tXT2< zu;hkJoTX~av#;X=wfw^?BzDWV7QB31<;G6s>C@jZ!bt%zlQQZk%Eza>v(cI34#z zrpWY0ki_EZKWLEu&WTN1!Eq<_oJwi13Ejq9rS}{+qB9mo;#_{b9;m=>e*0wMvZnt! z-^L79>dM}Wf(veb|EzLl?NYIu=BS<<4DOkv1|Qa6&RKABuCKh&IVHhd^%nL4EnH3e z|AZ5xnQAi_YJTrrc>CaS>o~Whi~6E?)I4%!^JJAR9y{Zf>(oFY{@zw=r9Q1AmQ8i3 zQla6^D)apPgM|6%$t9Mr5Eb*7+-rB>f=pc70t%Hi(76LkUsuJ;>4Y@BpoGuosc2}J(r5LAlu4zed zR}>7^i;r;JMk9ltbvnjw^eNh!+&)Rqptr8MTs&~SOgzH&Q)zIG-dt5QHH)n8YRLd@ zEUG%6_N_yJXB{GKbwMlL!Eo?&3eACGFohY4i7|vWPxvQc z=Hzfln33(DTF)!g!|anJOX+X;a`tq ze$XDwkovQ4SUk76vZI@>rbs&7p=pvf-v$o3y9#dC5JSBa@3OMveNpD|e60DNZ%>lYyy<#VB9U!dk5yMdqjpyEv zFPZ*4FlSL!&)o5pY#x1DvqF4~a-#!{*iP{}Cw?-nk6 z_8Cmw^q6Milg-(ft4z4ZR+Ms&iCPQWdQqB~1+9kBJrhm|amf-mRpCb-ZXwn4Vg=qQ ziTU5N+<=Ba*y~pRZl`SKcazkr zZ<-3)jxE^>^~5xT4u#u%k|kftzpsm?tfn8GF30W0kHSqD25=))CAFo)US1wi!n{{{ zrS=##mzZ~Cqgrj)MIyc?7Y>wv?G5W$Qm_y$Zo)hsih3u7e$>0$VwM_E6<+01+_Ok0 zubX_2>aBxMwJy;kZg-h|g-JRwG22|UowI`mlHRU`)B{mRTvN!#JFvzez$rJOT>8}P z!G>6xcIJVptrgrIH59;7>~?7~DAzT})Yg&q%U}xP;9xNJAV7gSog8%UvKz}L5Lw5% z%Fk{8!K@Lr6xiWz2JX&il~NzIy!df*d`RYqP}AO&jgG+XX>uoyF*ttZj=fETr@udt)$f769Z;CVLGFnj)P{5Q!1)9`43@K$ zs+Jl*F>VK2^|}^NEbqRTedbAAr9Et@k+$r-P?Z34&gyT@Z;sKfDl{IV&e|Y6e&%k@s>ez=k{(|ZKY~bSt@O${v1S#*WxLaq%4?E0 z%W!p-^7qya*PFABst2j>%=;)1N}4S4%lN&eiDJ8v0rCa$2(uhnUv-v9wRG{*i)rIL z95EbK=x?Lm!FMawDbyUxIs_+GWlOe_IY^xKR%t347gl*gXvSAYXj!AHOI8&J6NWyb z#++|*ujEjhBS8{U_s)_BFIcq1KF9WOC1Vafd+TOtW)5939e;`nknpPd2k>drEywT-$Wkc^O@DW*y$2@Zz7VHPJ3kx^rLX-2^+z+-k z)scFgMLJf(8TT|kk!%L z;V%`DHg&HgyO5L^|V2X<&3!<>~U+mj4uSatu z!S;KCj`KLrGis;Kptg+uLbr8oukHr&exG2OJ6Mn@dYN^ei3xW3Z2QE-Gkp`=iz1SF zQ4Qpb6B-FC8MEJlM6FFc=7I*k`ySDfq;F#=)<^&nb)jm_a!;vYOR2TKU9;=h;pZN^ z(q{0ZERqHtSad0)B_0i!)hL3YR0L{efbx5VLCoxxJZAw9Q4 zOjJTBv$9+cmSxfo-dqJp7zCDZe-M>9LZlST; z70J*RdB-a1rq2!G5tR^@5_zs!!6f8ZA91E~_15ce%*04HE?@9QB8>I4dt=sz^GA3T zmCZZbimNhwTtbF+ze~~{n8QAbF=k{?EV7&)yhz}!jCR>X8`DOv{qdJ8Y#GqmMbx)v zYyfTcX#yp~3w^e;1t2vdTk631M}Ns_d*%|5-2&PUsE1#Iuhqxy;qXfxNhzF%sL!8D zX97;ueA{SwS1S%Hn04Dob}fhhpw==M(k)BnR_^cV8S}Y6B&UhhF9tQqj`+cDp^L!} zzP(=8z6Ba35(x5}N*Z?F_R^#j%X}IDpOsY6G%tqv5e}A0We?`L>gkbvu(O6RHF<0R zc4Z^RZQnW0ZH0Ud@97XvQ~Awt0d}~Z`&8g~yj&PWRuZ=B>6zNbRU~q+QZhlNvXSns z54*A>DoQjwcQ-UNoyeqTWFeN4peKjG#rqu4xkzMXJ-vsb?1fx-iHI~xCO#Z|kUU-C zu&7CJM5_Dp(4u509>5~MfkFT+&whBjSc^*H$6U@(Pl-Kb6M+fh{4%gvI zg^Y@ssvZC&5=B}9Ei?Io2lVG{Jja7~VV=C!#UAe@GLQKksFB|j%4e%v+Y9)90w~*6 z>}RqL&_;j)sy2s2+<`h_Qr7jodFEfAH3eNj zQzcK2Z_JKrAv-}6Ls=Ty*T@$=maK@wI=u#%VHd-{sMeufyf*pQ5~Twes@2ffB)A5CfpXl@?&av@1; zH#P+CR4)*`m4uOt1;KOTlI2wk>_)YRz0f?2&vm(annA7V)oa#wwEcBF4F=uQ(Vo%x z=z8D_7fq2acnKo;YCl}=af->je2)T~$-4ayWW63cla>##IeL!tBm*2E34WkwpCfxR zo@`V3YUmfHX>p(AX`^THRxAlJoYCI~z|JxJK@Re1-p?zEf`p%icrKFIbvR@R98C@plL)-F}JOzL2tj`VBVZ3S+(>4{9P6s~uAqfAk~ zMr4GG4?k9^wF={o(H|nUz_78n)qLuTd~e#>s5w>}x0lv=^94+#qW7W$Wc#H1)^!fZ z5pQwyD}93NmUIzcul2{AGU$AqI+ikL+v)fMjTB9u7;z{=jpk|xQA36JZGQ^8t>-C| ztxuge8bb2(M7zCfwBc#1LSH!;)MDf<-irq#DDychrOZ|HTRLERJ5um0DT{MET=TfR zonW#vf|H-EMV!?)6`F62TIN#^AEHrSd5Zr)PeK6AFUo(f%+L2MkKVz4f|R= zhTGO+*g7VSdf&eNyW#P=lC`9jw(>8cj$A29-|~?Uk9=c=gJT40Q5VA$9$^;fFP?>)9_lCKY_7W*;sO=h_(Lm^ znxE;249kqNPZAheo<$lRB);;8fOs@kjdDIvv*=52ky8|n@Zke<`x7R{EzDl)}^tHt?R)u&S z<#|%YLhoVi?=Y|a&6fxl`t~yISnxWzpr z3=HE9(rR)4giiX#%r{3DK^EP9m8jY4c(IA4Q-UWV|LR|c7flQ@g*m(?R2wiQN?S~;+6P1U}eV^v5$Yp)osJp(C)DsZI+)lCC6r%wg)uUbkqZMWh$;;us4S%%S%`smKD zq=+HqAt$&<@F?ZSXd=f5d4=|8(gzpMRPR3h{5FQW51EZJ-8JiaBLQyi`x9H!@t8^b zxgP<#aZ$OV2BR(&d))gP^aHkGt&bwjMAP=zEoR(wJoen@?fr8ltC9t)EXl#~7@}B7 zl2`4)(>IedJujw+<-^1Nx2y=OuZUx5n5l?XV*UQzoTR~Xm=xV5y%3itW?Nw$&fL3& zc!8d{j)}a3640Qi=FfrHD_RbvyTVSsPu@1tDDpP!K_O%IlrA%3EVq=V)ebe=Y26LqpH&QBle}vs2uu(K0Z)B zMtX1y%|5GGL`dGp59{h7Zq!GOA4!Y?28+EWoY3>W;{Tk+mU4HIa1Xc#@sOa&j$%=b z&}0WTrj#){`dH@ocjcS;TTN)l>4m7XX~Js=c)VZ{caKT2{OB}PlKUfz0ZEt|aoX3v zL&!fo`xSyGInV#w(pj;o=V8BBlo;&eGb9mKf4o_LoQ_Tld3$Rnr{_lsC-{*61|J4$Hg99dC6uQ=N~0B%Y3~W` zBvHDlsrSsCU@*AhsG`cprSXU*H91AUZT8&>>*RVoP?D`UY{nI))N1+FvW4$2mPl3yUwAlMv}! ziWF>K`pM~mFNjXd&k{Z>K1cWJS|tYVE4dc4)Snpnd#mTa@D?0N&F*dctdHv|DnNJ2E^iV}L zi7B5uh8OC1U(H*mJN zsi{KdC-DrLv*^A=JCMG`twtr<=jJ4dKhEurTzGDZlC(D)RM2va^0EN}wIuU7piooS zaTZPu@wW&sGVEtj`25kd_idF$A_rA9*8*?a4`aCWeP_r{vZzAO6EjrIK49>CN?v9# zZIrMp;N~ggzYaPLY0BvchL)+>YJw3wbF6kt>Ie7LkLhrlo~Td#0h@L!#kG}2Fu*)6 zCCl&RBVGB5J4E1c4yOK{P zNutQ%zGc!*G08wiLvU664?P_9t9xGpZ_~=k^0Eo1)A>4}4Z`Jjbl(aM&^PA3bZEsm zU(CMLDbSVPLwb-ssh<>PL6_IALv{CSe62!o44jrClOyC-Ehp6Cp$}R-u0SmwRF87Y zr@qZ;C-!MLxn&4MYv49CmAU4h*|`UDR0I7L2bFf^`YLnx{&&~KaD5=@lmm@aVDT{8 z-oS;Ek|b00^SyO`ofu5dvwqyR_C`j$`gQF{-d=XHFR=G*;Wd^P{6|a>NF^`)S_p%B zP1$b&QDL7`#uduE*UoahfsA5D`t_7fyNQ(MWDja|rcQ!~kvjd0){Ex}4<6%}dpn!+ z=`ofaz-=@;VRzyxcCn~`z;67f|f=(K1 zF`EG6Ghs^0s`R;wb}xH}83-~>sg&|>zT92@=Q!4Ost$I%(=K_>bUo~tXpOujC6uDJ zyApdHev^sK}~oai7#9+zsKu$=~9AGq5M?F z*4?#CEJN3oXWPxJQCx^%XQg}duSlQV=&&Us(*8?B0|=7PIgg|O3WE$tarWB;EEJ|E z7a-#HU=T<>Phsk)9Xg#~4AL^*qv1?&2{Le5iUbNh0-L7~c#|Y@oR<=2ugX;>oZ#@$R2oWmuJI93$kp7Ej)+FcVJWd%O&T*^j*lP^wRVhHYri+U^o3 zPd~qpdU^FKzp%E>&|y>qCrJ693h4SMNcpcx%V{GSgGwiOs8lN*hVU8wEFdi}C_8ga1-!Y$Z;QztpzKwt`NK?Ejp9zmjz||j9o*DbH6(xHzSj{@yddK<&N1pN}M+171YmUNctn`LME z5S=a(?NQN3TD+rbor-b4uUXLtD+FF7c_uPsYA(-I{Vv~}l_(!eKiQB@^j%@-_ixXO zk~dVR?cld#G{)rXJ|4-Eht4)w`V`SXkj|f;+J`Pkk63nP6YhJt9RL^f`zwr5){Se6 z&x4sMIY?vh30RC}T5g$=ln|i;80`8zM4?U&7Z!0_B&)~J#H>g>8EU;ewbf6G-K}{x zt;B|E;Usu3*Ua3UKDln%(~JK=6)aj$i9hRfoT%9h2uaoJDV7Q`PzWGA6RYjafL_$+ z4b2tfjS^^&sAK0!)%I>bIAw={8a>Cfa8Oigt)R{yA@TFRrHL1h){2Uw3&G-hsegw- zf^#6z&iECe^YaVv+hI z*~Be%b%YX;=Kd$uu(6!`QZCYSXW(rDP`~2?y#x|&%MVMjAXEND(SplRtrQ6^LpfF- zcw9{xc*}d9?v9`=y{Kz;1#OV0rKK#@$3XvxQ*a+R2K|h5Za5I>MEA_;^SGt2Q@`dg zI5xb0GYow`ZZFE?B~Zf`)EMe5&9cT)5%EZh|Ft&|y6T+3k(wnH&5O${S>U2G^@*(eF!&67tF3xE2hWJ0_Lk1SH z2vQ=T;8lM4Mn|r_#+}UCoV17LQtuMA>Eh_m1z%q6bi3@Lu0t_*c3|8+Cn0dHM3#3} zj6II`S_#2h0vrLNClqlfhL0NZd>>q+db}y~BBXb+1>n5s%#^82Bx2xYWFIIOaJEbKj&`}Xa+xEWZK@rA5o%r80!fiKHQ=*?&ggfH%ug_ zdogAa-AElX5LEOl&tJIE4li!XMB_QtNV(^JO#fO9&*iP7DPd*q=6AcK0 z!}YfqMi6roUI#DBfdl|Ckbi7v?Heb4_FFu9P_^%4;Vn&@_B2zS@=um*vO&KZkS1TT zLiI4izfcO$787BRbJL&f0rZ-FHWa9N>i@NxT9*O{9wRV?`5qA@L1LI?x4C#<&zCy< zb^J~DD=q~VjJ}LfMe#3kL*L&IMwpLSS`Lf1GQog}>7-o@3>d{!&TmBcACXZ506dZ({Xf) z>;)p`W>->o(0?n|%9nnYYV@D@k1PmS%vrQGMGWBD4A&i0^YbK0?n-Y5W~*7+5s-XU z!FTeH-hWX+jK$+Ent(05!DErro|^AS*JrJo*LouqgU9q{7t__*&I7$kT-W8pW31j4 zsFSk0)lVAB?L%)19)vtylW7yi^mC|k&EC|l`!TR^|EnN4Addpm#2gvU(Mamy?4kRX z{B}!M{KE8J&1}3o72n@skUV$ga?!Q$H|!BU*ozi-`QJY+h`MuhQuV!11!~@*Gm_eh zK1`Ha2LE(yI>ukstE(&H)Ka~m;kMo9e&=-GuUyf4awJA4i$0&b(6bQeI67xvEE%If zLe$2`TH^MHbs;3l`no`PfL7aqsNeU2A-?&;`JxpVXMZTeDJO4zEyE}PGziRCw8rS1 zT8uSYmFm*U5(PEi%N6e9c6v_6I}PDUnHHRv3N)SN?|#fdNDr7&GbLnPyz-jEIHta( zW$_IHuFF%=)cgKKA3bLMk&O&C2f+N!Mz;3T85iXNGH?@HX~Tg#LL>v`68+gVnk ztNzrTZJ)Ht@+R*KoTjH1*poPY2K!8pc1&qUNug%10?t5Vv(xQFNNuWrgh==0v+!)5 z$feM7&-0OnOJrt_VM3t1(iiz#8$5JNL7{Hug|msy<9o)nTKt44_kMeY>p0i@RxKT~ zD@7(!HM5Lo#dY3ux7_JGM_QbtDQ)glil)C1YLB=lDAJ>glO(1VV-^$-Sl)Wkoh5oR z(ZU^+l3s?qInm5j%M@BUfxi8+VRzDRif@tR)If z2j-PHu$0uzGAgkLwU^wSeKQzV62;KWDy6;2|Ik<3W>YuB-++oIqO?eCio{E&HF5%p zxpWght|C3QUn@1a+jFH2k9zKI?$}n+OTme3%`Jr&#fTQWdb)%`w zDJB;G`W6;$+|t^6XSUy)l8z*1{qMVptObJ)yG{od!FoZ?kO{I0bAn$S*rZgh)1ylOK@$Gkup+4B z)DJQ%TS#&FO1aEk*4WGQ*GV1u-ZOx6he&yL8H2QqThcpMUAj6t#=?U>1}SN&e1s{; z=b&muD>I21WA0shu(-~i#FUXxt!RxZtM3K5(Uj0X;7V`rnZx#5%#*M_a+1Xa;QH#7 zd^;pssV=RDRPSvcTK@K4T#>Hs<#;eXs8gjVm6~}`RZ%VhVc10ckude==V|lmg8;an za3`o5X~_m84=ubtMc-W|t732EO2OH~aeXMvHl=tXeoci?zm1C-J`%<2; zzh#d^L{VQpvC5AxcD+~3S6FOk@-%(Nwke!CBL$aE?3?9f zJyp8cy2p{8H<*NgvixxJm!f-6Px2hsgPJk=RF=Bwl)|EKW%2x&Q*T)}fSoi_zXav+Y!x z_{H=qY(oOsHV7*j{1|%El3jsQRV_iFgn2k}w)4VrLqoFBnU;MPZ^VJtxc^D>jn8F> zir9?tz1!ZS8%Anb00EzZ%$xpZ_VYLJy)V7(+BpMcmu_bCp6Je^sg6~c?XMcJSk)17 zYTpm5;rIUl>+!g*+C!roM?Rss)I`0=Z`gFdt0;Udcd3;Y-4epYY`^a*rQ>{Lnae2P zQCnPTWZ$;BsggX##DG}PpG0cS(Ud)Yo%>uc>%xu5>pnjZ)*fqWJP|FMMT2Lse z0w;LBZJ(sd*hW^Z+u)*OmX@bpGA(q&sNM?H8$SQUDijN*sEGXD4yat!{>BCW(MOz6 zxExue<_`SQYz=={#_>tM2}rj_YZme9j4xVwc4Ec}KZ!^#HL^Q?E`F;%iD2`F4-kaS zC(O*gcQav4=ek7Y$3-v3dD0q=@h|y4pxtdx+OJ6Va8T!Z;dZY=u&CS*5Rd*PMz%8i zOg)UNo5+k_$=BVWgR{ovmz@<1>F*`>gJ4WG>z?vVl;W{>+6h}GR~ZPk;JGH&#|}Zg z3$n-z$-O&Mn!9Xw&x%K@dYB8o(zfPcQ%kiD&7$9JAP#qIJ zDut$l znfTFX4oSV>uu11Rd27`rS9VgVfzvq>YIp zrCE=!0n>`^xZ8x1(M$IC(}ACFa3pDIQiB_$dwbRA=aWyU_4F&*^;;Em@z+DbYb_G4 ze<>t@;?P-xV9B2}B>K~ydF6`gE$FWf@ycqO|8sEj|9>bZDQPm*oXPBcy}Gqf!zvog zGsWP-x~q`q=(UAr^!mgiX`3v>rnYhciV`xg%~81RJz%gfN@ z;YE@5&a@*trF>K`95wW+uOJLF7p4Ke<8WyMxZjl{wv1gaDNd)@MCweP;MDVmIQnt_ z%f~T;cdR?d=`_^ml@Z2qSQh!fw1L6UrGBV@)S!JyaaMKtP&~%x_T83u2UwJdK%sED z?N=yl>N?iWT4D|p${6$SQNCio0Y=+Dtl+O=VN2r77qH0Qt3LWG8X{i?vCZz%lJ9hS zQKt@PicG#lEnl2+W3`tDri<&#e<>aH*h6H0m5%Q~=@>V|)-(KWY5pSriNizkdY{hp zN}y(vz0-hL{?L9xgz719qmLn-_-xzR&mZ{);HtzT8CW`ztLOq{I!3riSI%QWC#DC4 zy79|l-FP$Wws~V9yU&N-N{fnz1esM#2g|wOYZu6K3~uiic_WqbO24@%?PPL?y}p4X zSWmG3rY`FKIrUQU;Duv#)J39p$Y7wvv#qhts9N*^jGw^*kyq3|gjdi`D;1Mge#mn$ zykdcuy7N7^Vx?OI%yPPx?Tw_tym)F$*F_-T;N#dFyBue>Cl?xS^uA%z#v zn^AQ+{bRKmN!oT%a?DLI?xzyjuOp*dZlOLtweOFtH(4H34?UWiE@9y%8NpO{VYNa2 z+`iT=yUbzI{kR)FgjsBYQ*rZ?VwaYg$xnis@g4~g56ge^y#xDNZ5NXdS)=$pm6!1& zQ?)Od6)guI7EmPosfc191ZF1!N~3jN?{H-O!7^n1hb3a@eE)32hi`ukfl<^KEWhiL z2}f5X{tAIW?6TAjy> z$g@{D0ql(at11b)7W!BvSCCBAKZXgwJxm@GBu0^t#OOnb`3Rb)S_en=B*nkdY+@=F z$vdK}s=-mto0E{cR)ToJy(bI(PLB0;%V|;&Maut$UITt%(8hUm(gi`H*-7en#g6sB z`lp?Q`sXF~0i}HdDu&kbkv!9>EABdUuO_yeRfI=p1~Q#4XFU`+Qiy0a6vS$ex*XfK ze9^rAqx0=$m-KL!{!_ox4m_1pY$w04s%tqThTdJHzmz*4WPA};LU?w7FZJgaKD|gH zENb4>rHmSdeq;zH*DI0~b0m^~#=?~=j)B{{*5|KZAg7IG`B1YI%IddQZ*N-ROq=8^ zoa}mpU@pPD*vLd>M&I#FdjIX*wk5HvxIbI0a75{*`Xp{5O#=~prf$5TG|Q*{;*RQ_ z@Y~0#-#FLEU!Au|*zv~hZ)`^g2>%)W|LMfgOb787(*3B=Z)#^Jmx1-F{r4eiSg>%Z#;|LHZ68TjAo zKQW+F+4?gSn%|Nzhc*vZJwe<3|G5zbn39G110mMyl|l=jKV_@`@W7~P-Nmk#*?2s` z-Z+2ojVVLhw}al~t6clZLlupdN4=sZ_T%>v6}ICESt)0#k_53;Y<*>ps8+F6B}j!1 z@X~_SR#DWx)EY~$*b@TM%j3BpV|55HX2PyfXG@-TpJ}^vs9C>FDV_>1ANyl?S4M(| z%N|7f@f^Gf4mO)?4Etqie>L9e$)5L&FF9==xZNYU!Q6F^z5V5bN=V`jIf1mN$jwvU z;npf@2GZMVx9RWQNQ*8Yht;j&VS|ozQ=W6<8{5R>wZTqtSX;gRiuPL@OlmZr1?K4Szb^M zYfV)iU2aKw@FVY#H=%kYt)!x)rODIb{w5RS`xDA1cW>UfduZqDdnZ*q?_VDZ-RH&!SwR+Eqr$Tdzr+IRUCIM%95ofZ9Sbk@cuP5Q)<`FV{br zMLAwv&$#4X@#7X;Yxeex#?a7Ehks7B?uvSr?$Z9BdoIS$Vyo7!X%{c@9&HKhTotFR zt$pbd4|7Z;gU799U6Eg3bY@>V`N)f(=SUWFk*+hiByUBjzYPrLjCfIVhxPRm+`blV zxA>gy##+gObx0cINv~$2LyDr_0pu&T}!3 zBr2hQzQlQX?6vK8hcn+=Md;oaFjJf09JfPRnIHs?7aocS@ z(VCwvFS*6IblwsvG8eGfiz&owo#nR+p?C#<2` zhT3-Zyg?Kqd$_s=X+Zipx-++ME#S<;Oa)PL_7dE^!u2a&FEEYq^7XqsdW!zl?;IWw zUvyo=IFlBqJ~^@m%zKF!7H;_M`$gnh*pH*V6k&& zR#szm%r3)tVfOq7a&EE}4Drqr&*)j}|LPu4Ft5%KmzI> zqGf~mcHB0wmg93;T&TGXp1D*ouy_d`YSu6H==eT~>Yl1C7Poo6R2ZZJk7>+_9>;?c zj10xDOHudSu~q%54FSg*wCTkX#|QaIUQI9YDL%8%^Inf%={vidC&|LV<}s#>g0i8?xpYs|0g= zU6^bJT4qaTT>1`lKOd!sZeQQFdo361nYpKLe;cdPi4vD`odh7uS+LCrBojpj)~f2f zn)Phr9x(sUF9zLWJSvis=-3wA>}%)^1kX>UR_OlExEWyF9g0#~=hk#^Ooi=+=#RE% z7)fxm#vC~ej^L6v>2?HHRvhoD@EqAaaaqG9m?Ap_7I^+bXm2VJ4L5e(Y2Lwzr0B7=8&)R); zVuYMUSzd)Nb4A!=S^r<@ZOj%$jhO*GRFPWCwSoPpqbSg|-XLEfqk4UcIpgPStVy#Rr+giG#M8VS%i^*bb z#3)%cQ{JL%UPa4)TF!kdb2gh8Cp$mvOb~8Qi0eeq?qrso-pe68V_X6UmU!&ja>EQ1 z##7c9G6qq?2`nME9dZM%cp^&5H3`}J?a_Cwh{H)!7{W{FIe~JRfiuDVaVC1v&9;8n z2j!ND@9|q?`K~NJGC@Oc?=?2;A!f)muLxXJ$9neAc0j;36Lyl}hm($7N1H9TUIu3a z92q(J4=o#ebfIb8`pqDAAWEl8OoG1`!qX#s=0@Gr1E;`okMnJE4*Xx2>pp<>{a;5i zkN$IBnUa*P-@fHi!mlR{T>T&j1*kTlb{1@f@n2hM0$X|Mj}(bNWyWXZ_469=?4eQX zm2V(G^W6fg)R}8i=ICyfTYL%6WZ>e6ZH9w2K1dy!JU|B`hFohv%yQEVA^Y^!h6ME% zUp9mudd7?;28YW)6E2lay;7l%n1e0;_7<2mSWG6zp{)2K)OJ^3v;C7O3#q=-Yd*U& z9;p@I`sJ;!Iq*CA&}LvYIp5pCDZhU7YfR6Nsjk``LBo2@S%Uo75DL7 zQB}q4PDO@qLNSTu^=bjfdHCtC*_6O+emX(kV7BCG$p#Q0D!)gGg=eDpqB#+BWKhnL zzrwZen)CeUiF%vn!SWGFrp!THK%%0epfEw0V@a;5<^sn79qOaKbAboxqK38rt4sW~ zx^l2Oy`f>d+u^U1@~h}JFt$EQz*+vEhw2V3VJgI*T@YUO213=HCw_n{OZc@iV?+!f zD(IrkIc^aewzv=H{1df+UfB%0iDk{GeF%TuqKWa+P6fWJY}vY*H+K=lvo)%}mL93l zwC*a!)Os(U%O6HuugCUnC~rHUOiZl^9AB_4ascpwgCBf+#@FzmZl2&gTGM^2hf8&; zrb;}oXL^rSBb2LOpEvMRH%)#$qXuNZ^=*>fvwrnZ*kOqkMz}ooIIa>_O6=b6$ zo94%L>9W+(;&F1YK382v$9lcKC}fMq{W1@{ZVdPl3K!TREWuOlguN@@bLZD z4|_Y5B**7c1^^yB5zi}J*!rXTD7UcPSP;FQLNKu-*Q`)MA;+<&_;PGxS2LYPiO6Ig zDz>&0Z07u+-@g(tnE%ZC!#5&O8NjY00GzuLCbN*BXsw%RjyKlVYmz%{S!=vF)n|5> zr5W?7K)gi@FV+GTf?)=FtK?}Hk1jjx;f(EA=XzmAvYJPW=(tRY^XfZ%H_b6s5JGR& z^2-xvDc6`R@OuXWTbDAU`>D!3q1bj)q)?0}?GVs#O8^Gpp{|(essjzLKdz6Guh*a| z)-DsWc3_0Z%<{~YRv2eW3v+wd7rAs75H>PbWh4C(Ag!*xmIhTG*WhnIz}jkSm#+Q+ z_AaTcYCBuGSvqPYn(z90BUB{Lg>BQtRVrEtKxuQ?q8LV%0d#>ZYmifr;C9+4!5yz) znFJ2UiaIRM)<^7Scot0mmDdA+0fcC|1!!|Q-lAov)ft%};!Unl4zU4r=Xl2?syeNv zQoQJb@QODWe^Dy%2>^jJ?cnU0)&%iS=lC0dv)!~5K}O;GoblUf6eT*Z&T!*Q9S@dU z*Y!bFm`Al5s3KGY;1MgpaGp?=IL0XtSIBfxT&)uS2SL=?W^Koo`Q~nyP7wD1zzuPB za(ZUY0zYGtmPuQ`RSlSlf*FXlG4OyTrvo0r1;ZIM-BzpnO`4m|AX#~rDh~pvm0>Qy zJO%TgaBa}1aV6Iv15Y^Kg)L4iAWnf|Ey%tQx%^Ocv@jZwIeZfi%76kfUp##cIebbR*}1Vk&8TLdBG ziH#IvIxB>-m?MF9lw7O^7x)PMl&$ghwgsZLS&s~ z!d7I390JAZPtv%zRsZNy_s5HBt0kfh^ieMtinmK2ok1Imopu-a`qIVBllUfcyWY`X zKT((C+bD%l4LY0G{fx=S-CL9j2>7(j%9U245o%l9@Uf%4k)bHjd@Hq8{{b*S<djVty`QeUV356Lb@#7Y*WeVEnByOOiLQrgqwH!`t_qjPW{L2JF|@H zcd_Sc&t$qJ1p1^aO32ctLYVPi0{NruK9mG|cTnP{`gLt>r#=5-zE>peJ3lp>N-@g+WSz_H5#r6$DZU9cY+FoN0V8cZOHpw)$ zw7?qic_eS|&rtzJWgduPFN9H-p{DLx%jNkW(lYAX@o{rX*wz>m2SKBI;m zu**xzt=gvS1m1jomAY14R*jk1O;wBPl^(btko}@ef$3)YPIMWGj`THjWEyr7JF_Fs z44&2D)syj@XUq;amLweWn@0LCu-&ViIIuqHgTX%I?X*9V)q%VVP6D-|DWHUYi>Un?N2&q7;CS4a2$hS13*Ol^0g1vLyWtN}3sUbX;7ir>bne z48lZYt}ys2fs7jBBrF+e3Lx2>EfefqPPVJBa|{U~eTOn&;aI&WP8=L35+KHEY*nX% zJQQ#;m9GNlwd#?xsG(mN%fT`QNC3v>ZzX9G+nRqRY^aOvY+Vy@Cb(=&FQfBAU*O}fFo~)l`ZCchtTP$_z|+4lS(5KHKWwhM_1QK3lWZRDT@EkG=@*=2K4958 zcnOR$6Z_+jEK4miGJRkCstg6rgeh=B4o#)B%#p{&Zr+R#mh3?MQ_pQI;R#-7UjQrr zoji?=nFD*AYU7-{MU^%Oa{dwlIJ*L1_}hXKuV@fgR|)fOCc~fEk{xKX1cGBj~oZCQo4dc?8h2&R%_lAcmUv! z%Y7||PqM8P-M{65V7ncj8=w?{$&bac)dgFh2PrR@*DhbM`{CFDfG;F9Q$SL%38m))KGH>I_<2V4w)8B?z=gP4%^E{w@Hbc`4Fjb)gGBqG2$LGOTK9)_MMKy)~ zn);amaPBI>j$lNcL)uAzD+Bm7rvz+x^REq`ku2eP<<-iNg(GsXx}>`7pY~bj`fJ~= zfove7cC`y>Z+`*9JRnU_102H8=7lpztvv>pXz<+F!r`zcFLermPitGtu|3h)ZOtrR z6AT9_Uv@_6SyQ3=$B;^JNHzMn6vPl)f_<%_hH~CjLymEO@a@*31o=< z8k-M{eYMjP9Sb-)Z=|Peu46gbGtQ8lkFz<9#6gsGu_JO~f0atUb^Md;p@&}pnq z@dXsB=F;pVHrr$b6fJxg*VwP@>Si9GoTn-8Nl<_=+*ibuxL0}X1PZ&WKv0jw(J%2; zKR%q*e5H|@jVNc{#y^l>Y>mT(5b&9@?kmG^aOhk5ua>BfgY>x&+3m1F9q>@Vfh%%G z81pyq@Nf~up6@}fhQQ+~aP&}cr{=LqZm;HeeE?$S!#O&N5h>w*cNg`Lfa$w7OD$cT zW>Nky`vCW^i_7tqoX^d-(hGv_)F7=fhqq>hg&qw!s zUh@mxYz=7qUkBsOVFUDVUzb{o!ArwKHAr^OW@)d9*lsa3Oc%glfN-r0o-X?i#gg<( zEC*(L;-(RbR?iVk`RvD3^nuLnHjtp%sy;!R0N{s_s{zc>$EWm~9~Wwb1EjFGCYy5N z(pL1!fSg>Zy+Vf$u@c`@br;g>Zs>n>XLt|o!LB^rj^+IhczNf5uW^T&8re4Vd2XN1 z?6m7lZQnJ&QMA()KID#e(9jD)RLaY7GGv%IQ4-Xg0J-pnMqZfcJO(*(K!J)Rl#ad& z+vGgjlIjewaje}TSh2{ClvKOIiqbZoT7DjXSL4&<2mQ5vEMZKlu1uJy9%2=TwrWg( zk_xPZ5K6gGO@OrgT;|e^6qNc9JF*D0@h`a%h7%D-ATmyV@BE-SSqeWXtKDSq|8b&>u`UU0_4E%OH0E2>sOZjD>EQda@Q!YvkPDw-p*hr(8yJ1o0B1Uu!&QLBK$|BQ|qw!_84T zBg^R?J-e~TRds*P5L!}SvdabqJzjuWz^(woAzsz>>jBSC*ely>L4pR(sNwRCYQL%d z3eJeU@t)IGyB*fD<)s8FXwk2ywM$>uq*HY)sp@W{|*eZ!^`8zOaUzTMq zbpAzx?gPcy?q>SZQx!~}xT^y!Z^F0>fw7!#S8sDG%yA%cHdlw)tg!@lSD`h2@!-GE zbQg_tIuXpXCp8zGbUzE8#IrTm3vPzdyf@5&TemI>>4|jRK9UytwI=>IZH)mvE2uM;`e|tn3dV#*hbf{MUR#zng~^q!?tD2 zp;2R6XFf*Xz!U&swx3wPmUpw~QKV`0J=veFaaZi>8b7QPc~X1%kAyMtm~?>i9Zs|Ni zX`&^FJW2Cyl`()}oK+V@34(Nrx%D69n8R+X1AauRbr>qv?EKC3+^6^blp$&f(Q<(x z9HMky?AP)eYWr!OE$gxJ#nltZI#-B@F>r3A_xs9cEL_H$*RAhCYyv*b?$|*~c}80c zx&@ew0$^BADResP*BwD$u5&4@QLUu^W^6tZngvaQH6rm0p^{^C&9KXMcl*Cax>h(2 z$33R+vS^_*PUWcb=G9J>cbM|0r)*(FQJC26LM_I+GX&YRVe@~EPI;_X*#;7X9{4;SH6??S&Wc)+yEKHRc z_md47?lKAI<0%AdOXX{lXNFou7~VaB-J6V-Ope;G2ZwMh7g*qMV}gl7iTgkm0V!0L z#h=%TTs8N7p4dqQ?)|s;ip9ODPJwe_*3F_T6An}&Lq*BhkGjJE=esjxvTG?#emns* z7&OBK=C;+fgEhg+kv`MI`XGuNVt7ue6)%|{eTv`o5(n8~c=qcJmddM7?QNAS0@MSW zbV7=-DS^67oH*P4iRNKQyjm0TO=vCtq5O!yEU3xcgQpEaVE5vyv;E2_(H-nVnf=T# zjF-##a%NMvv)ra0Q2b$YL~`r#{Yf3u<)eZ$-{Pf|xG40+HL4{{xb~5Bp8lrJ~*Y6ul?EzF;%W<|xoA08Ku2G+SkGu$BZ1 za`Hp|vbY)R^U&5|geO>W6`f|gqBTN7Y9dQ&?)~PMIxa$|sy@uJAi33N-r*T(KquX; zkP1*?(5c*kQJWK#E&sDJ+b@d}-Ot`@k!^i=!!YD&e1<;85bozZzAkMn-&R5Y&5SiY zNgQOn_8*C$`fkh?Q}^>wG7pMM3pix)j&wdAGtG?ckg0~l9)!bohGNH^d60N{i+JM{ z^)r_O&#UmfyBs-jY_1McRjk-+lXf>)HIssmR|NVdLoz0Qo~yT+(z-?tfGCiPM=F#! zPIy`bB?u^%i@lZJqeoxkk}?ewj72AY;J-9lq^^?=CwpGA>pA`c0f=H#xyV``NmW;; zq|MSuu?N1^mgS}s`5lcj=bQLvkI}2bhV4==R1xB>TSVs^AIPJV73c(9D@b{+0hk#P z#8Y=98-$fl2E_7YyAM$!PgEjsiq^H-)u#@%i?26g6}}I65bn^`i_vC7g|Ufeq#Z=Z z?&p%IQw>MxnZu9ia$dw{bOJI+$)12t1-6KIdZ5h5fV1xS^gy=c7Wv`ETU27!a&)7r zTkmI;PQ61DUHOKs+HMq2&iv4A^Lqc?tn(WcqI<{UUt@^ucX4BbmWU&GV_U)p}EjW^$c z_n9i!r9kgFMt4g*qCA85Mh9BJoEEg;WP&nKJyOGyA;n3&Rx8yo2EBp!HN!dugS}mp zzD}M}lhv~?Q|3{bwLof_eKAS$x5I<@^>7?!=4ya9?0K;ULIBxbN6u)(Yt8N}=dqf^ zrzgLOq3M}$o%(>Htw=!43$in*I)X0?RUl#@@IhGN81IlIl41OK-#6&>gDyPnSNVBe zlCEF&Gre)vC4KMoE))$EyqLct^~jq09WtaA@bXRvVeu7LCG$}SWm&zaot^xzmZH@l z;GP5pb;2Nbn+YfJj%a-mWGcai0h8t1_VP{i|3unv5})@a*b6RB4GH;CFD{bui$|jH zCXB^d9q7n#^xHyWOQKi|hnq0JWJNv)GEt)5U96FC3fYZJf9+V=ds4Hs}7zClc7a;_0SxqVNKcIA%nwAb#~f$ zC-laJG4N7%Kjphmzr##e{*X_Dd$mGIw$WI-y)N41VHgH2mrGmtMN&e z8Tx{r=dq!`DWp_1KT2*3NT8Yc155WG`D`&tVWTjQ$jrOIaWBI zu$MqWOrT;aUb0-%m3B*8whpqhX$DbG0Zo~DP^PYxI+&Kl@OS`?QG6{d+M?L_O9~kN zO;Quwjj`g@$wAwqMY*91T(+WErjo6cRQinLABUl^uQ{!HV?zHWV^htAU?uYq!I1OV z#0?o2`$;>Ms!^z$9HOPDC{^P@hqBa1FvITnXwTl#dyc$!h%}2I{Y4815&6PqmhLO@i)XiUh;Xr*Q z{YMI;5(rv*xg{>D9I>JTLFnn18*gg+=usH*ZVeZThg0M)`l*dW_FDtR{eUQB&e+x4 zEY!DCJ;3tG(`A*uxw`*j)Yb9mdcK^wCF^4<{2&(7{s8 zzIp7aNfD7Q)&58C_R2$ipYjR`HgQ55@H9lN0cetG>2+_`cTz|?d%(o8>PStUTDj=W zFWo{V+$zDKc9M02Zeo3r>@VguRW=%K!ELjiBaadM_vU>AjI!WIIOA;?v%j;`6!~(q zEm&@1$>%(__@8d6Cec~P2g8mG8q5#=YgVd;_x?=%gdwO>pKk#j4|Q)6SdUaLG)yo{ zH_vL!bS?F+RWaO0#>V<}wxI$I*{;;Rfm7 z@y8qG|KnR9E>M6|_+S#{D7ZWT7?9s>Hi?pF-bK&RM#HJT-edP|ivr0&^+KKaDnRo~ zN2?q@R-WLmth9*>brTR7%wJp3|0gHvL8O}n)<>d1`;kpq06sOv?ckk0E}LI%KY_9W zD`(nTMaUC7CH{K+C?o4|qDaPNnYzqOWJwxUU^diAb4pY5#;0bW`!-6kl{P+f`mJ=6 zzyUR7?zqlifg6CjJm0?w#m9-$85AH=XGYL00+}%L9-0OpntG&?nBH7J;nks* zHDut`3RJmEQ$%d8yhh)5S#^iWiU#r5W&C=nC1=z$aM===L+ZP`+_%-lZWu_cD7jzIy9{=0_+x%S>i(-00@tz5mRA1=m>r3l>E=~Sg`^HJ{LDYzY#&Kb%>x$ z*(*5mCPp8}reud2?2%aYi3>Juu-^MD)=5Dxx4?5C%yWO3mgjSs0!@6KBIQ)CvO2u+ z2tYr#IzW>Ns3tStzy==IP41w1G=hx|#rS9YjIY=hy}~4m=*fWi15q>cXA}6}_}AIT z%d2Jo8GoOS2ab0ayq4-NR6>ijT+;h#d zfT2E$z=U0>Ryp%WwCK%YU+?qS*z9PrCx~DAaTJQo>8`eU&JH@DD#qkBo?{+@RiaR| zQ*1N3dR}-YT^kL(rqk}k;~*x%r7>d(+(dxkDH4uFJOJ6?`$6jU59b+9>^MREIRcnZ zrd}dKIN40oR-iF2+Z=h@R-@{qIdCMR=b`DotyMeWRM`r_E-80!>B?fkYWX++{o@b~Z`Q69FI6p3%GR?B?kKLpUg#zxGg;KBn!?NC8Fp?9OZxF>ngt*B0~NAT9isI&;73z*~D~^{!vf z5Q2~CMT2%MxR!VO_z35CL~7XL>61~?XGwT9{Y`Ltximn5Z@ z1IjA!##M)y!#Wv(VL>kz{MBt)>EhY9wnhd3$uN7r21V)ipus zu+6LKdQ5AU52Fvd|7$}79?c4;H`Y`35=O%*Q%@yJxSdv^uw)hF_Y3oF|LuE>8;-Da zuN1&8&KmTh*>nMff=zot@}czA0<5(T8egE(a*OTfMQ1Q_3&^or&Pj6nO@39HDL-xu zd-gZMO<;S0*ZJ*q5T@6elpjbEft^n*lwD>3WZjeoM0M&VXp{n(Y}S`tv+PtYf6#9T z2Wjh=%Y|7gC^yBuj~2Npf0wy`y(K3wE6DpDlTjBh0|L#NL8sMsz&B8*!gtW=OU&r| z=1aYe$3qhH6+~|dtkf9X?)cZ154%hP>G*Egjvt202i^65o7UamWw=}7FY;?ik5@5P zfy7;>l$qrAirB7Ri1ez=7M87?%A^rMG>(ORLo;o_zP=0PjS zOJh2@O^}ES9uAu)6^MTViFGU*S?;HoGU~1_`W-uZG|TWa9fl~;IQ4u;KP4q`+h$>* z?sc12SOrbJY*;Y(MMgapyS5O6K7j<`mo5X-^13o+NvzDC2J;tqxEe|g&}DnL5v`S> zZpD)nA?^~IkM(hf!r1XTmZ$#)~5iP{3RCAiHGJYL2D z20tqcYgz3llAv(u4+89|*|ibkhfYa~!Y4pUK_qGW>O*>D$6+m4R-e*U*>~xxaf|rZshpr^lA=>a`%YE^E|UH@?Pl z!-g2+4k6{l?nj{R;sPrKYq?-YCY{+_S9E6!@ItIuH}u*+%ZJ(?_Q*I*7fEvuUN$MI zr}=r+%i~hENz{7VHfh3^Em-Z-WPAdB_0%5wsS(Fc0GmwvH=V3 zd;AmHxIdumCjG6T#C`Ev-z|6uu)+&_e>d5+9EF+<8n@-lhc|Ppy7wdIR1v72Hg(4~ zFdF9OAob#KgOn7_GUzvOGtTz*_Qji}i^1(B78i!)68()}A%HbrbEunT(YHW8E7*}` zl$<2N9eVqA1nZgv-{=2@uIY2E2@uduht=3%KowfMR)nEeQ(;xP*##^ML;3ZKq@tOh%U!4o;ItCh_f6Wp1=YP5q(4tu~AuvDilP%J3%6Cb9H zoX57p-0fX4K2UnClulwnRme#g=mBE^W8*xyfzT9|$dwT|kL1dM_C{OL>!1lu*pLT~ zuqN?$sbGe*#kgGeS_srt*2@SAw(mFPIIRJdI)jTi4DIMmy_Aj88ySPIuFbu>?8&@r zfW5AQnauwMcf&4l71Yj^mjKUuaDW+?G8pVSC${n`!RGIv)&`Ji*)R2VCf~;OKDfZ_ z!D(bk{2M1_tXXW%--PheTtPko=z`<)J~zvUBCzu>gnEjA8!GSJ{12hzT$%wL->%hz^80Koq*{nB3+D zBne`&eFQ>%d2k+`IS_62P=2~Rwx78hn;Fg;2ULDRSQ&f|1(&_xPp7zE$EBWQf(29r zrz>eJ6t@11zi|aYJ1uC;vBSWf{t!Iq{+xBV^_-kM zW+!|jQRG{t%v%6Iu+E%gu3{rfQ2?En3(B)|%jot%+VDW~qeCtLVV?%|O6D)I0pKW| zx$96g@TN;Pv-ukADz9cv1|jxZqygB4`pmgymE}FY61VM|KO7C#aLJ$Y87g2EvG~4O zS)x#FsXiFIjnfv=_6d+`y|hKBL{Wot_{^7m;QHKH`aUW0tYVgsdxZjxU;u96PDVKPr8Gd?H~+YM0`D z8mj5G2hCEece%ZqPn&OBbnF~+*%PtL#vNqVEdD3-M>H&#F$F(J@$YzFNNbC;W%xL& za8oCT{T(@DYgLR6m(FJ6`aiE~+n+!i6YH?-MqA1K^{eIM4a?6#X;{@#NUUQSOKl?Od;rz>hn-aGI|9+(WV6#5HAZ&Dpj)nM4J{{H0J#+DSs2e?LQzMZLd+Gr_AGe zgB$|VAmbZNq?%gffgF({sCIfwp+>qxg}iqanefde9ja)NuHkYWCO~k z=$y%>)8(5pV#XJ`fjCuk7af!|eK`GsqUpfB0gZ1i(PA8~B8;SeQbnme2Cx0x(m&^A zs)Xx2m(1-t$D8o=Ju)nY_-?30>V#Q8)fC8{ zukQOOK5_4?RR7$p{UgTv2i2X97)n&wkibHu&zvw<{y}nY10n5*KbxEIJ|U(yT?fyRlFz4r_rF=DjRlI7;Dm#Ve)2+&;cL55||23x~E2n?`q24Pdq zkoLir0C-6aF5$Frt&ETx;#b^;Pb_1MBi6l1^6`qHpi!H1gW!NTRKOfTP|d9B@%LU;aj8&z7wkR@%vJTiNm-L$cFMh~ND$ za}-gscCi(#-aci^R&819hz#0XN|7rm)f#wVHW zy~urkxM5&Y(7~LNK^2YNt@ZONZbP~kqD_R!IC2>OZb2F}$)xb^jy~6mp4Ky;ARcGB zzzjqOw;y`a4Jh~a*bHj2yNfI`d=VGdry)gBHcS_Cz;= z&tH+7MF=VaGfD59Mba=fJ42{=%%SR2*6f(~O9qJ%4~ho#?IERM=3UxGga_-xyp8 zE3|THuRF8VUsaiRa%H@;{$m@vVHah-4AtYI5Y%h$iLAMfN~y{{7HuRI2|$r-mJ0GN z4%l+5|M(-^8T;Dte)*oqh4ZSi2)Qw~@OAzKP6_N}qB9_$;5(6(D4!9CNIl+XQ}rI( zf4NP(rN2e-d5niv)YDQYYw`Ef=IAx!V5IvwPD%v^NVHZPD0T|0OZ1=FI7+ zBQ8(ctV6aORCCs5%v@BlN(hJ~y!0v!Dsk!v8_nF3sK|*p>QU&VjzMqWEj2Z2=Wr&u z^r3NAPh6_gDw{_UrmK9;ZYfmdd$-c_;{>I0y}@mRe^sJHJ%rR0e%ZH?4;eV zJgE|^B0y`G?g+4yI5t@s=z*$X*W0kSzO%?8=*MoCF%*e-#%LkP%Y1>nFdL5bdHt)V z#-o>eu28c6TaVM0wOdCKIQ*-hO72?O2k%Yq%F6d(`v}STgZZdgl z82{!bSV;zqVmj7jqR+I!bOS(iz;b9i1%3|bqUmXcx|Vn8@rlP0hB6oN< z$=#DQ2uyx}rVTfA+x%%kqJ(|Y@Us=nBfw5epclK^=_U+^zlCtQl>v-zTBZQW#96Hb z|BcuczItFVI1rqwdeEEaJ=ZHRYM$~}!{35KE$q$+|gy54qtZ6jrCGu zNXHiO^ZG<89w%clnXVwgm1sEZywvC{9NOrd;*Cq`cjglQDR#UIpoFk)ryrS1r)oo^ z`)B&!O-N?@pv*bM^Z~68Qu%0EJu$D&1w_m~g4TIV2IUJPh;C+p)UiRY@46dD-3vuY z%*c4PKi6r^m=VGEZnt-5IAymriK+HAKW94)BK!sP80=I*Z`9TS`?qpkLmwlZ7-K?n zs+#e~XywyZa+AW{%xDv6BT2;WLg1JQMmrKSg}7dH&)R}t!6VuKAYQ&@-|+h-xcDrD zopO1pme$&B=Uzo0^(?u82r9D z>r>#BguN+Azi@FSHoZl3=y~O&0bP4w;YGT~#oB+YUM=u>9(5vgp?p$X2l;YJ9k z+bDAnh5IQFC(WVb*CE6FNfM|}m7|8}RF*e^fX~NdfH?PLy@f)*0f9PR*?sY;alvw! zN;->jU@?=}*TS8NQiIg4_C~0xb<2OKs$HS5AnL-4 zs4dn0SF9)(L7%7Y3*#DUCPPC@R&UGe6s>TLrSe31X=9nT(gKWHH^$*Y*-z`pGavS?xUi9NR@_u-KA#L^`w&bLDO9e_{0G8`=HVpjE;up z`B%wYV?gvkr`rq#?jJxCo(+G}Xto%kmuJoc675DC|3#58nHSC1F#qVb21{qsNDYpF zR9$#-9O%LoWxWA{?LuI?@cL$6rRkh%e7tTcxe7F4r(oPx-Ff3!c~#2U5g}7&=XOUZ z3+8P9_T0PtRIQpMsqc0fT5Dx6s`D7?0Gi2W>J{!i@uojwcgm-gCYMpj;1g_=)|dW! zU1V%j^GoNdQVa7uD`cwG`oVh=xtjQK3J*Ti;$&YS$+Zr+e$yGVXew_j}=WcJm6ZDAK>;UXEylFSK z-(c_C{Chfiu%He2Lypzchc-^w z}anG966`7j5?cCEyFc=XXz0;MZItY&l4U$M-#BJ|=H6ZBos9-jrxF@5L#>^bQj}}F zCle!oL>spVw6&9$28QX2x?u5r`*|CTyKxO`0uOJj8XlW!o@nt`o>)-a$osSMv7X|? zrgQhAm)uU}6y%O`KyhE!8w z9ZBgwX$pEw)s5amC=|mbzEgrbQ5m!}&o-evt6)nnp`(Owj%(QTuXhK*PGl8swY+2I zxhsMmQ`F?btPk5TFU9|IYMe3HbdrjpCLXFNe!;y`7PeO`he#Dw)vdQ3B zivvxI`atT0qhCn6Ox&Y_vxkc%C-C-%_X=S2Tpm2ssH&n5EY<9zm7~ovtlyovm##aY zeGGddJM4(x%K(UuvV=+gAv1Mxgb-Z1EMx5Bj89LrsucAzF_3r;)P!NJ#DTIn6?+V! ze*~qOaKo(dEbOeW-6Cr2^UWn(N~(x-?UvD6X-Aw2qY;;=9*JrTov|YVb|+3}e{Sl6 zqTfB8gZ<@3aIwk*g z-C4r9zboI&Wem-vCtpu_P*>>otk|M9?+fE&don3@Hw44T#QrhyD{_x zokm}*B~3Mu{mBI+L!u-)1vgN2=3d;fdscbK4}aRgq+8etZ$4j|={>O+KdaC;l! z@+&<4p25Jp_3SHTh4`di$dLR`lj!D(y|5`*W>Z^njHXf~bvzlH1jS#GZ+Fm5biT-dl|}%(aSA zx6x+iKl`FTmk#$a0dB3{&Acw1*@_i`EwO#X-8GG52IUD+22HKZ^38g+u6Z|Z zNl`bwE46$-DAm}~Ha%=LXB-_-thvOf(un^ko%Jfp$0g*##|g_6mzpY%Jz19uMJ-8H z^qGD26j06$Zd+fMatGWF_!oH_y0+fhu?&2As$m#>^6C;*#GwqCiLEY1_j5`zPtgba zMzA0|orvS6N6Pw}?E5yF)ry7;nbmI4;sx#!XuJTsZFoa}A1N7uYsu?8&b_=`7`&UJ zf0{E$U~G@*&)i1FOrfhGP|No~n(kz3Ea-N$0*L$*R7~(?2h9s#Jsigoh8Mfj`b|^8 z@=U8L4J#Z|*?1&v@Qi(%9oQ_6x!Eps%-}Bn|Ac5*)86qAJ4w~~&JW%5W77li^7U5R zP$&m|;87l*`J8T~uSb;}|3ted%r4Xsvp?_qXcnEOI0`8nubm+pPYP4z7N7dK2TwNp zd_iy&uSL3l(lF!0S|adM1kk{rxE9tE>f6@;WPQEhAg*#Eiq<0)%W2J?vj2jk*plB0 z;#6WxE(O?;W38(z_jM!l6T}E4z^t)321TbNOO!3WBUt`?8dlZ(;2K}`_;o`Qm$Vlbvy z+S*8X%yIum{7gN6@vY_K+mInWKm3i-bR0D{DC-rbUHE{do!)e@34Nq&av84H8{DUE z3w2jn#kxrF=IM5u??ZLhDV-vW@!oyty~hyt3^l>?VyaouwDHm1CF3_HlEY^i!^Mi( ztp(&yN9mJ7?&t4W4^>Xc3S~yujz;t>b({j<(K~8-*!>a^bIi(}P?Xc#dNJ$%GyfvY z&!4>PJb_B5*8dZW-s`A*%u-`O!oa@G)XFRm+2JiYk^YfdPu_D7**w31kd}~t^{ZxY ztR+6TuHK%^@EVRJ8cs}q9Fa}0+M|PM73}f;pymYw;jXm<8%Q~lX45UT=@!FDyUH^G zfpiAk-q%xuC0y`H46ouMoI`UGp-|a{)sa49me^xvMh#r#cPRIwQRt?ghI(HN7@d1c zCXC8w+pTH#2>hQ135AUXY6G8&mkJc!|9VDVM(9r_13UABht%lLDt2XzSE1>)el^7N z1?1FQI(FOT&b41HcCHU0hNo93Rl8d*KCwO_saUfIlA*Ssfgup|JbBxKPV3lPG(fUM zf#{qSiUps?5J{+OqK{`SsnI^BOto+QGVFm+KJ(VgbN!>{%DB==?wDHe82*wj3l`Cf zX&uR0$n2ZIlhKrOV3iLRghpCTO>_rJYkh)fl-~G4vGP?uSC(gFOdYa80THn2za8saRQ%-uF=J9^G!5F0-h`gT~YU)wI_eXt+@K>jH@Kj zKfa$=yPc-!4$>I-2{N0OI6*2bFskp;ldbkcrjlN{zaw&wy;~-FWYW4B5jk4E4xUdx z($bf6d?tNK28j*e!wSTu!jtHJe1Qx#@)_LoOHSh6 z;i-v*$Tt#^R5PYl2lt#({!4G`?QOMtxAy;R?f8^VosUb^1~(c0x|4N7j6~T}e@D;K zUx$`Jq{$YZXdDdD_oF2#F=iEaCkZgWwYB3kut& z0e|qTpw~Nd=OJyCS{^lOv_X?g36?mAzf*Q2(n+vB&&)SIgG*ys!ZeFvLWH6*v(JBL zQ%l6{u51}C`e7!WP~DmRPk{!*&UvVj;q*8MHP!?>^JQzP7DRsx(Yt3M?;izvcXG#V z^xW&P#{z8+%^A9WorT$k^taC^1H1Mo(BD+~^o(Mf$^0cYw3{mnWRQP%O3~eejJRZ5 z7=^@~J?RR^!Ft5k0C+9tNrpFd%3W7|1-0O#b10wAoLI$dT+f^gv8OdPR+ZLOPYg$V z-Td~P1}$zgYVn!3=|dknWvd5cthBs5l(^e+K$BNCY$2P!{zd8}iBS)97!zRXN2C12 zz1m*G=to+!@s&f-9pF1%>RY#kyb$LaJ7)(hD;5`{KwHS|*hQk3Op?_+kIn`$4pmD^dkU$%Xjya^SGxr_2r%5`0kn>$W%v z%=b37dYoz{(ea%*fcusJ`O_(t)p5$T6G%|UPul2H+_hO5khhh?%c!N!q%TBx9nQ_*6dlk83J(hB8bEZA*DHEf zGuvTp45r{|iv0eBe~-YC9Y~CaR+K+T9^TXYaP?2nc&Sp}xxa?qVvZ`Cs@)FEG z5SLO9rRb9k3Gn&M0GiAUspk&qvXZeY4}o%#s@3&nd0Y2BJ3s$Zfr=P|`iaj0H4ZYm zh2`L@VM<-VoT| &qq~KUp8LQxRiW?=2ZN8lnpA`#tIm^|hH{K69?0b;`x<@8FH zH~v4WzB8<;ZfP6D-at`6stVGJNbeS^QlxiKx>PBl1~%%W(h-p+0t!ek(tDylK!ng+ zfB?~82!s-Ygg_wh?V#s;=gl9ki=FJ%?lm)O*33PaM94K*Ul()5y5cyUL9vp@xr2i> zTq0`2d#=4@DUws=gvvP;DSD1lQB7IwQwNo=O=lN!!*XHhC1hs^g8s8r z%~4(Z?v=UBj^^Z_U3fbPaI+X)<}nu&c?<`(d9)%}-8ONmLwX12&s^ql^qZQ7%*Qq2 z&elMSOV8^Sj>JxgljGfk7tkK_Wr1;d4~*l^=y~4<0=PKOFg~_WK&5SwSX9&koN?zh zTHQwCr9Yqow2-hRx-$vtIjcOb)yDa}_J=7NSuP9Px`ras4YmpfWmukUGuvph3=f1VX zDP~Fv6?9L<8?Ma6Nd>f=(HDqnXRM4*Ppq%2>ST^4gtKdmI45X3-7WES_u!_D-IeP8 z$03g5UC#3*C7A1wlQMCAy+*w=c?0O)(MVD(+xr#=32)^yq1_OatrxYCKToV_&G)e2 z6>H=hU%k5~{9-97-LcPkB+qTyqRVx)M1HyRY=`i7**VLaGbK@&1fQ=#2~)GuOC4Jk z@2YOjfSJ*DO{x}9NyJV*i8sa!Ba|}f(C9?(dHl{dGg60Z>!rl$Sqt+fAcE9lz2}_> zSW?vbHqiZ7Hq(YR&d4&DJ$$d(P?6rvu0`uD~ ze{Pj^u6;g@r-V2l=RwW0ni}twT|Y7`3H`_p^p#NGf#|*6o?NDK-l^CgVv!x(Xg*GI zD%LdQ)^m(i=Yb9%LV-&CTWpB5O} z>Tzk=l&oU3>rh%woo<{S&fiY}XMx$hu3*EU)T zMnZetwWR~2_elDrg?2R=oT!2s!iz00 z@55;RUGi_`Mj&!j1YnN;*%Fy>tPy zi?<${k4rh<_V6xu(s>-_ZswicOZ))NzB!)#(%5gm9wWsx%aJsLO@R4(YYfw-{elQR$2g~63n?DD5UO4Q0)8Y z3&>7MDaE$L`IvKmyUzx1;v96H^)V;QmH6%lIIVP(=XdTyr9}TT16G}Z=22_dmUoGs zHBGIC_&4y>1$FnoB5)Ku*L}`Er*acK`=p!0PkSDJP_w+*YO=S^mh&F+26&8vfoWFy ziyyauAF1ebj!{ww_;LxG>hf+(+1@Wt?hg|~;GpkR7?Gk%%V0!;Z+Wkd=$Jh_QfIl_ zaIuUo>_lMu{q>b`L{o@a2q(&#-F@1Zqpr<)Bx3mRt8AW9YWRdi*_%_j5UzK~WxutM zROvPaH>ov#)2>EQ%U2Q_`;aE{ai%i_pdy}RZR1cx4fCc;2dU(Un#CaW_}vx}rPn)W zZOkKSW$?B#!ejpB==l4=<5g z9Pn!A(Xrs_5q5^@pxqwTGrsorR4=mAFI%}+r&6ak0n{`R{(O&&=zMV<-8X8WJma*h zya@#W^R85n7s+!&$4w8*gpiLby^9C+-|4T@Q56!(Y>JcOPp}~UgQ`}g7x{*dcd&o$b&yZ zST`cS86C>I41i0EZrXZRSze=GIPLBF-$mG@?5`8|S~130nOZ0xR;K;{qK>=@t6)@? zc=$Na2hKy6t5YE#N6B8TxNvE~zKr#=v0EWLxB^asBx`>2oM#ItM%~WmttL{83J2UH z$tBOW_La+;%pH8ClY73$4r05#W&ypFk2wofOTNhe%=AZUi>-Us{TxDT`@6rOSzQ91 z2M44Co%-UCG{5rJgC}s+wXUm8t8txp$F&Vb84-=*Raxs!k(;&>;BKR1>F-o;t&dEW zXkz0}UpE(8zS}T#KZI5`H$l&z*7F0p|JgQ~Gv?c`Dj3bbxx(Qk&aQI1m+GpYsprkg zNzBvD@zI1F&6;!=GgjmL1hoY>`cb3p-|eYa@6Ed2-fncV8NNZc&lc!V7P=ll`EWKJ5`R@!ycRhSkjx0p#qMb5SR;Co4S{1J zVfNMX?sVl49ML`$FZ~FNOL{OI&xgUCG1a%>^-*zr}TgwaoQq`YY|hiD8URn`cGCpdf2 z(F9;@t9xZFvoFt3Jpwc<=j!$C!Ed+d9#|RiJGv3Qd8wo+OP%c&zhXtzSwBU3-+hzW z!=)FTjB|!viZq>XmeU}h+uy6zR|S5pcR75!p7}sytv5dcsc;_*m#+;a@VR_8%c&3} z9jR{DpS^ttgznyl2|CPypjzh-yUrzR16B7WPip>|c?cpL)P&y5AaG}^%$nkHIh+Uc z9%gG!`Q5&|=YdzT4C7)!r~GH?;qF+7l$5C@q)l;F{=KBLArD=cZg#rc&4(on!m`ZZ z$WAXS%W}-)zdd75&D<7<+a+xQ{QiZ(sxK4aY3`050()%Fzn2lbh6mgo!|bKtZ2xy0 zzOS&yE*)S9`bA8N)p^X^p$aMsfTq>F ziL4B2%oKBnqP5_Ut@h%?F{?i38=<}EverC2fTQTN4-!QEn96kOxj+GW15n;pW37$| z%W5q{cdegW{Hqu1i)S&sz&WUk?!e9LRzU|tqR5g7d5Yn4Z@3vp;daHxF&CFkO zU=>U#1-I&dkrT_qiF0*IP%g^8TgLAE6}set0B&z1?&sv#pTXtde21?71D%ix)RcwR zGb^wU=(MHA`2U%F=o>2)l^G<6oZvsQkrjT2v-%#mzx~?RaIS>7LHv3E{oe9gx45H) zW%(a5*#=hw&q1>rGYD`Mpt35Neyl%w^H+|J z9%ysR*~{keLI%I31MG(`WVwTvHVU&opa#p7!ttCU5tVy+D61<8nN`A|-ukLvhK^Cr zBiG2}x9fXL5n^&SakyUmH@m;HuB?>~N>+B$-iZd^S)et&2^4xsJ-bUk>zcxosKVak z#%C!*>K!oj^jT;+cb8-15z&X^Y2n zt)Wdnv+Dim!8r2B^gW#AP7r4WquNpRb}K(U4#16zB7?{oju8!>^>< zR0Mw)gA5;@{vUmRG>6-|{ueoR*UQ=}MftjB28c;?ZU#w93ByZ&>?Odh%#);m(yRfG zNlCe*>&>J~Hvd;qZGEtq`!qIt?qs|HC_TwKHygy7)3%;kI#jja`AA2R2)i|bt$!X7 zChoQub(%6VVsogF&duU>yD2B$)GwnTZ%yCnQ7b?& zZUkb`R50{M{Pz%FXI`vq*Ov_%KUW>$oJF8W(*+KANSdbqqGd{S&mI9D(gibO&5{G; z=+@xN9bGR{)+H?A9+hdq={+9-|F`l}jJ=<*rkS)XmtMMd{{TIp`V|I< zah;TJS!V7}%GQ4URkNV3rX^h<#wt5$gLcFC)V2RL5R6}WinGQNwPZ@8Pzi3YK$&%L zaM8aw=(Vi`AmykT8v9OsjyyHMdsScPX8PZiDLUx7R1`ErL7b$;oLM#s`3PMb5mp{k z%ERjG9H)TjXQtC0h3IPjh!pg{aA%%M`nSAwVB{P8ambFVx%qpEjd5Nd0n0SCn z_kjpphrniCR-9HM(}CC5>E#3tL=KiL2G50X9=g3v(dTwmNEQC}CL88d9G>=90h816 z_CceU&}xO3i*ZZtCI?p6(I3H8eT&NW1d(ckIHE|3av~eUao>kMMhIdYgK1b;yQct9@UX7o&26tu- zOwf37nTvhMUL6t5qMa)jRU~>*KI6}4!95*Rrg8~1r=192)`PD#a@7E{$XIwr$mwq5 zQ%ZC(dk-`tKD5e&w&pC3uWFSOAqUzy*^ui{S@Dw??cS}*R95G74YaMC%>l%*>L!lc z3INn$!aO(f`uSydF_LmxHQJNl`4?u-B-Js5J@snd&#Z$XVkD)hW(TOCVMus^#|v+} zkXArY^zRqPKn?{fGwdn-6%I+ERwO4^#y8LhR%C}b`m(DCy?mED&CEeQssb@qjN=g? zUHfF`5~EM)`o!*hySj6ywiTucsy-~8@@4gNGS4~EeCh67QqF$OntUguOyxTEn7J6; zx$v{moNk3@1fa_-dPmP`15P;!KH6buHuTrYOT*2E?QkR!e{jGMQco^lz9%rpoQP6W z&nwT+c_=0{$2abC^Fj?0-DuU=>KxUo4f;^%zOj?Sj%G}wkB=>yjxYxO3n{TSwF@TNqUtk=FcYb+6+!;NUSnLsT zwmNIeqMavZw1-2wValTc1n3mqXLzbcMxB!TPJ}dHGS0k6U@p~mDs}?Ggq-_wXN%i)NSnx(&Ph7oafRKVc8ek>lIwq-c#nKjvM zzR!zBW&w1!S-V}~=z-^~me6+xavpP!&?h?Nxe_W703>&pXK@4)YIBn4_H;OX3up%& z#>Tjv zB>$6R$ZR}b_9Sc-dMwt*!MDP*2rX}MNd~+Of*|Os12~Yf{IK>e?ZQ;WWa)UlYE;_f z(m9Qi{F~ETq>CEj*!}rq)M|rrcN3ZQb4O=2%NO6+5>N7Q8|!zE+rc7P_w^ z{XW&l3ZBq|y_mP$0x2>iw4?IB^AM4tKzD@Pc_KP=U;9aM>S`~j{PtKz)A18oS?6`8 z`T>ErXlytM=DBj;7j*in*!A5Xm!yNbRSLHAb0SN*^fxDn=J~~?ZahTji1^=8&w1AO zRLaO)i+b5txI4vphKux8i^*aact>z<%tLj*o6V%HHy^WJiHIkQ+~OKAQ;ejG;5yM@=?qO~&uV1fkQ=e;tS(&#;PBL%EyaFA4I!uB@Q2P+qc z@&s=cACU>;tg!%MS@FgV6T7;G(EbdNM2ema9ecoQ59UKh|1G*9ejZFw%oIPZPz&BZ zVolgy3vYpZ^rWuy>*`e3(BuO{mz{`UDr%`zzDg6pu8G-b|AfG2KeE4YadY+kTMv!3~SB zg%=>h+y&qWNXJ4?Tn66>W>|LZuX{5jjxw3KpRuC*@G)6@AS?YgIc9<0Xr{zLT;%o7 z*qL?QZ7{h+w$qz25so;wv}&lr2UfUq=m@{+pG$oK($>o+@^r1zlb17c<6NC6p1{$srxw_u_sOc*$|+_B;UVq$z_n9{hXy@|Ui1igF?~z+yaI*T`KQB+fTP zK!x&9nY6`4k(gtye8YDqM>9}whNz4Uo|lWm^_~$WO?NBO*GLW=@#3HQSJyxH;y)%I z3Y(&@g;c!0Wze9A6xR`o_QUpFigrGWojI&M6<6@f!RJt>HY@Cax;SVX zHs#^5*a=n~c-#GmLiYHm>Lz>ar>3dab~r@Fv_MNXtHQcYu+3Wz-Q*{g4qp5IWpMr+ z9p~h|UGiHvJVWbNhuy3Gi?hY14)Q1eHTIU=uY9KrM)QjE>Ab;LDVXLj=9=`Q=Dnb%Z(REreTZZ{bOLrE@vr6DPX`yBb9KYE@uI* z?7&a5nm0R~BYX4>BCG1k13~{CTuqVK3?dNKJf~m%NS3+N%LEoxuFV9tI{hbJ|LA@0 zC5-SV?J}^EVo9zF%)CYwH1_!`lVF2ctLv*JZ0`cgbar&kMG1;oR(W$aae*}lvt@gi z3Z>t-LyONa0^|I91z!rsBTI6lJ`9}Omu|b$h6G=KUFHwmqsw&OW)yo?i?Sp6Aw|8+ zIM=JIY}xK@P?fS`0T1)${YK2)Px;MRL^lFf3(MU2#K8%nm9_F~O6V_swHy@mv zu^z~i{J}R>v!x|Jr~3lV6QTwELE-eExU;S>j~MzppX++X5B^+HI?duT)@NJrtsxf{T!esZ+3 zs9TC}m=_ro5Vf!D=6O2CEpBO`#S!M)HW)Y)+|I{|M8MsZ;lTFTA$kqWJ>@zN%}3(w zkH}!A7Q_8N<%c+~=UlKrcCCI3GX1LXrW($|dFU*+;&uPAs0)M6?I5Lrkzm{c4xPQG z6niyzyVd_6C}95X=?7>|@JURLC%EpX))MtY1fsUXSJemoY3u6;oUJ|O>QZ%j?YZEH z`u?yIb6m&qw}Sa1h=ClH?6?}pz)MHi9#rnI=0gp`WA~%_AUEv616GwK^o>h z_*U7&ozDF{5{^PL7qgN0FUjZ1V)aLWS_;LgpeOPAf`Vx9)A zaZ|?msqUh_h|*)dsN_o*ILk({h{@kq9P-v_G1g20y{OV1RYb)p9FD-Y`10k;?DXt- zQxUM+Lw`7)IavJ7LW*_z@Ha*;fUp^W+_}je=HLJu586JnDo>AI+NR=6rOXgZE#zzbv~v7og$=QxR195V;rKgZE?=`)!R5^o;d)HH6lOGqqe zM;l8#)d|o+gX^o10m`btU6hD&6Pg9&`n=ktA0|o*j>FAb_#9uHIL%1Pm1UMC^6h}zw4cwWK}YxsE!C$u~WVV zsIrf{{j*+rc)^Ao<{_sBY%9yC4U+8At1-T&dL^)z(>}uB3*XaENg!VcLk#~ma2Q-R&fe`8M?L{ zw_~CHT4SV42}I;lE}jq}%kO^_E+H}4uohwNN06l5 zb;tr(wP(#4)E+jVOi20)*g3$W3c>rxm>qKm$$?SKR!HBsA&JCMmd?n;h3KVD=UF<@ zFD<4Mkfl|=W$i^}uZ1OjjofYpqZfoF9~m{&T;5YN9o4?m-bmV-htrz|*+IY$2g7(l zm+eK;GN_^>N3ANs3j$OY@j0bF!r)h4J*(bq_o zvSgu?yT%*Ix5H;%>b|>r*&%*iiOL0JRfRgj9Ln)6RK@wQ_)+n`Hx|WACGsVj`A@F; z7E@;s%WQ+L@7CWBKR%ZX5;sIo{gGUel5zXEuU;22-1+0`aHM>O98=hUox)+WK^#U` zb<@*d?R?kr`aa6%`0@2&ZvO;s*RAmniP_Iiu&@#Fpjy98Q=pd{=*cAYZ%86dzKi>Lw6!@@aErH_rH-AIdv}8B|4!RE`2LGwo22z7gM%&Go=@UB8+g z>?Q`32+j!vaYo2VQcjFpLgt4nYhL6r27k%D=6(O4kt(JHR9No3w0v$}@OfftR%aj& z3M}s1d4r_bn_Nx`@6tcED(eY$;6TOD)4@h#u12=R%n~lp1A{&d{Yj+D)aEvKRL_t6 zz0iL^P4Vf|pIqil?RVwy8J1Tnk#u$mam_zzaW?eGGtZ+SgNxPyDJ{KVD)^Ye1|*a= z1q&L1e!K%_j0ZpdEZ-}CkhvlVB&xWjAa|G>EST0z*Gg=l_qUIjEMu+5e4WG19Wj9pc=stE#aY z!@t6boQULAzKE`zT+qS>b2&vcfkDc#D8)6z<)~bQb27zn-d~SOri$wo0sNmSS`TmVajczY|+b?f;bq0_;HrEp9PC{*_@maP}3U;%v@fxXM zTl~bi^5CcJXE5s#9$=k0LOU@aYc0ZHH&;v}$rCGAS=OfC&Wr?zIC+SqpVzC-9eIap z0&#oGkb@`($3MK@>F%^U;6;v5Z@jp=n_Im%QCUQafaTC~>u73xJ7S#3kXnrF8!)rW z`+PE7)z%Q2E}!dlhVgfG4fA_y+vQDHM95I^ToXMvIy&svdd;0Bkg3$b1uXH5t$rp2 zE9uHWtg}B^I`7DBWANOHCaq?l|DDD0wY!N!(Ez!;*O3~i0-3%@caN;oJkx}0$7sfk zr-s4mk2zp*JLjuLXOh_fdv5GYAgJNKvMCnvjKSdv1A_vWp5`qxqW&@zx`|8gzorg% z6ZP&K=v%*$bHT)|4Qjq7-Dt`!0{Dikw_uXiH>H9Z6yAi`X)feXN?T&pI90rQldH|0 z+I*?b)M=6qd@(b^4C zN3nm0t`vN*59f2{>6WT!b>QeV*l4iHyJyd_xZ>m@cS^^Nlply=c#1v`DYD31#-+TI z5}P%#y&m#B>wMl70P=Poi40ngXou!0PaQR*i1f+hR^7KlATve_I_=%7E6ChWLZy8L zf<+CR{;hz{J|ALvg|6XjItL7@MX9(f3ek%M0U%-aYkI}a5u^RNHE(*I$ECogGsSe) zUz2Cog3lXL?ubN<8KHz(v~XMAKG&N1^kefOrN%Pu`B9^Wn^uO?Ex8Q?_N$!_Yu7G|95>3cgjKWjOwZrnDDj~TeYZFRd3hIB2 z24fYe@!nN?A1jx@JVIT1n0-2@xQraFld5i7aI*;*M5LfbX}RK#O{o}%IvR}|6Vgk0 z*eId_0Hjb(AbCg6tA^(5y)&KT>aR?iLq<}PQT+6_kTCB|Th2r85gJF%Y5C3@r#8oS0?Z?15YN;W$pCE4>nGo;L`YoMCGmNK+BiAd=NgJp(JZ_8q~KzrrweB(ACk% ziHwHn^o`r9fU#n{kLk8t(%|~mIo@h5h1}HV`K^KCyde$WFYfboRdzRqzv2Znm?Yg8 zVw`}g6PGh){fw5<2H8(Bzt~#om22q2IDv55iL{1pcDdhb(F<)Q_Eo}c6<|air)+Z? z%+a^C>@B#|3>wI+9Bal3-b$JP{57IaL-5uT^xwNMdF#j*`7Ub=6NEpMEX;o(>jWLs)TSz!% zg+z;4sSh>33#qu~@p?Pla?pBLBQ(!##~HT!uIu;p)Ge&aXpr+K7H`<{#{-)Dulq() zQr7~vr~84yqIn@idqX^F==edgA%~ zGk?zn;ZB7KlCHOkn=)DdPQ~w<-%{#AMPhC!fac4CE?$T5SH{iO(O`3xFQP-w_M+!n zoy`H1CRTdfc+Qx&iHGv=Lp;wO4xw!Su-(>ehqpA27=lCG$A=MJE-9NjND->;LEadJ zou41r;Ous{sERp$svqRX$(7t0meLoYI#Tb9?gKyR#3? z6FoUs`38}<*5tXnRvD$?LAGs%<`_mLXEddNj(NLTJPU@2Kp4kwUydUxB;w1m&oJTy zXD81Z3N^-WGJc)`%?mY_;^SLjsR#p+b;sI|>-%YDTufE1w0+Fn_Vc-5I|@xMIc&w5 zmzLS2dSw0nGwH+LhYWacm)v>Kgo79KJ)OUv76G}Rd*_0A75dM{|0d>Y)!hI z==)RnHO{W3)pym(((}21Evm-v)5RbEjP9fj3Siozyxay?H1N5BQF+YbOM3%ZYBCXf z6%B6vE0IyoA@e%btAT0;^`9gLqFrQ5Od`H|be>3jQaGJjkh@^Wdwhr%ZV!Y%D`!9? zL|y&PlozT#yU3T~xZmL(Ts^z>GP0^Tb|Ze!U*dDoSv^;enwgW5;g?L~BOO)m1=Xqq ztQWGi` zBF;Y4a@o0Xp;{VitHWhp$9RthkQ>e(j%j|V_0*SU!SnD)h*6vSsG?&C2= zDx25woS6s&y3YUz>&ktQSAK{=>w` z!1ZhL6!UCjO~$8&d)f@F9WO8}k@`lCh`fZ`nN#KWI+BcKy<)3u zd{R6~aq^rJwAG>30>ft3q!cfzXt=jU${0DbCwao}^w5{5rdrO^&$g%(i}@Myw=pM2 z$ghp5FQv{JEbn)*equ&TgTOV$GY!_mKyiXR5yI@1^e@M&w{^yo@!oDkwA_uxHJx#v zfhT;5w;kGvn~Ah*`Ol6B=|lOE7BE7I-zvPP5~9;>0z~#RF%G*K_yk9UAED0XEh^ny zS^hA=8Y@vaIx+XgGD=RZV(@OxHLr}Enu)hn-?=Wl=3TI>`v-ffq65f93I~U*3LQ$r zyd(Yasf0N)jsLsjhh*BjM>Rw(+Vrr&dS}$1%>S%0QV&6QM{ORBe%o2EZ1ot7ecrmV zaiVz4){mPEpL^}#{t~pT=xYHuKfYOfluhSl%gxRuJMEmIE#>Od`+Fc-U(J7q zl+to3+&>qE;VVr87iP@!43zE!WCj7S;{nFDMoMl0ukPL-F_J_+93%67GE<@^Jovh_ z{*|0f&O4DQ0tDm6BiD+xpk3=T(NJaw!$BtuBoo-UB_KI~Kg^Quz!$sS#b6N3H&7xm zT$JGe5S7bfp5CHXxu27?x0DaS{x}6V)uVg~u*hds4O zbBS-~?I5N+^DhcD8!O%Ie1?-9s?KVb@O4DWO}rtpF@`8IXh1#p1`m(@Ofy=O(U6b@ zdV%J2O`b-<0$9UH=xptFIui1*iC7dF>Qru8`SZUz!7`7oN{9L z)7+8LF7=FHvE}oFrr}e}DP7+KD(8BUXm`EG5lbBBeEEtBz1ap^v_sKlYaPMbQOU{p ztIAdd#9HV=`p25e+WgtohL)+VbL$F0k-)ZL{ta0LD7Tg@5RMN2seXzxITvAKe=ch@ z0zX*2HAun_tJ zKUL=&*Sxk^Ix0M@@S1NZey!LJPm#(I1B+aBs@c#m-XFdKFr^Fkt zjp_3erz19sH8*`dncCSZSVnSkQD&EKdidK`rHma~rnch&by;~=nT7LAKSb;B>P175 z6KuaEIpNk}wwndr$-O}sAy%>iBZ>8n#>HP7Dp9Sm@S?@&FDLebZk~?vRm#_$R5B8@dkscc@96WmhN(&!z`&NmIepULf)F2^~R zGaXeh{8h{Z?XPHQ#JS}S=H+sH+z~Ew2Z1uuCO4x!0K{e+o^w7sBG=I=*SPy^u}K>Q zMmVe%K2kiT-QKzS9Q~FTL7BK!S&caZ<~xSw+AdGb_3(`UB@uih9zTR`qi z_|4w}%4>D);*EvIa^#e5{RbZ{UkaX9QK-ViYq$Q{lFiV(by7((;8j838=r+`*`i|O zY|&q3jjx5JLiPk25*0&&%o|mTI2Aah&ik3huH%DnvI@SihMi74ysp=8ldrD*H_dWn zkXgiYet+v%Q-~CNZ$5Gv6&sJ1$P)xu94zR9DA=OOYF~-*pN}XV&+V?8iEN&iIvNEe zb3Zl}3dQds51o<7Sv{pU{$&`FYh9JF>D^Y{U!3-Lb6Q|g_dSyXW6_({UD^s%T!Y~e?C3w+=uXG^=mZ}NW4~D zPF`T*;-iA6Bi-b;YnDF3v0lJ!a;l6;dUr}PYg%~?e?%1(xfgDGuU4+)R{&(6kg?vh zF0pzZZSZ=^e_LTnF4ywhQks&yN|Jy7m05&c`lkIxK@jGyDfDu~qYWmVg^dyQC+L># z?&OeU)n6MGm=%p+>wxzUP8o9nYm~g{jy){%W~HM}cA|PZ>KBtus5PM0*bk}NxJ{Q_ z0}0J@4xWB8PJItG{ixIWK0mzbun66J<^s5F_}p*vHc@8yT-R#;bTPClIQuKvvkysv zUgLZ@f?Chp$U!sdcmIz|-%+`fbZkuf7gMFySamB{7$H(Tr82%b^7Te1 zgD2OPI$Kaq6Zy3?aP+aRA`631|F~t<${Ou!bzwFt#LhyU`>}q$0-HW9;nvKM7225B z|29r@8{5KmSPVn?ne_u=6AqV-HqnIe&9YdAJI*X)vP>)0#Rl{zw68rVjVM z61D?{}}M@licn!xFuP!kxbWV}l%vu^fEJ%FAfZP;1b< zlL%Ffv}kHp%wxT26&_ib?x=eB<8v47YKdVdqhL*HapQGMuGY%o+n-)Y3CO4|g`1t4 zWwWtrO&VnT@|7J~X6tq@$S>D$KR15m)@i$CzlOlz0QmEjRQyMIzw zf^hZ7+);kmLq6xDpS~-Q<;%*;0cBG#l?pq#oF@!~xEDIQ|s94&5Ti6=cB0k{JB&SrgM_k$CQh#jKDy)DJp zJ_Fss^~nv=7myP9;oTelzc2eH=oCR~TRJx-^LKn2Y`ZxlEvL0$_k9ZP_$;ZHV9&`l zuB0Ld#)TZFXLsWB^c1R7RyF;^GpU!JHFsB3woQCRzOD5e)+rzFAJyGY#I|~z$>vIl z+EBg=CeEAKX7~8TEgLQA8jadyhr!nV)y>O*lJ~7F8;tbO&W_>U6)R7QNq62Pb>9&S zCQvXo#H4)X2rj*iCTPzv$IS$xZ}>jwi3ZzPS9fOvD)nUNfXw&Z+%5N-BATFtIItd#CuyPvhjC0>Lk|~Bc6gM;EJ>ynkuDzJT zU$7g&bRs~1m)iFv;Af$Wj{v@?xUX5a_Z>`8U7%8)az?b_#82?W89%OnmTtfFUQo&o z-a<@_?-UC3Z1s?6uPE(;4N5O%t_&qF?Ca)Ux>ucCzy3R-Ea%%=!?ly%Zj6MOb>Zy> zASg{rpzixkZn4VRc{h{v38orRDX;k3rv=BKo>p6Y5G#d^FY$574xct_=CO>bTn_Rh zy!1Z3+?sm>zu}xR-E7gJ`t8%tPhHjpmWzQL-v@e`^QJ?(wet5HA(x?@O-Z+!rtRzq z)zy)gZ?=9RyY#cQ@CJ3PQ0z}Rgu_cK&H-H4#}Rjl1|J$)*aTkWs|BN1o#kKDl14o#iwgC> z8V8`Y*E-J}W%m&yU&3*DUSj9xjllUdxJK*047k`m=ZIQBtObZ_ z;Qbxf8rGv+dQ8fzx4VZojQTc;BrE4w`W*eOVWo=ok8<2gsptLri|IZ!BvBm0%Qr-O z!@D!$>^uvTtg&9x@LZ{gU3k9pLTh76_w;Aysn$lf+*r?m@Ul?lbDEju#ZgtuU zPM3J&emwG0w)$Q7u1M14)E=TmO{ZF_Lw%%IijcK(0@1+4S<^QSh=igZP2E;+gm|S) z)n$gL46!x`pj$RXB#->tkz-%~$+E2}mu)D7_kLzAyVvz%zH6r7iRw0iRd;Iv-ZB2E zM^G+6aoFg%S&TF6qfud#s*m7XbY<~)1k`Kl7V6pSba>mCBPDw0-Li}weqy89J4$a} zS){7vMkKCP$F<=XV4$*8%A2R6{v&7n3SnG?uZX2u?8|pW*ucuPifx@C_ zLi-$rvcP+HSptdBOrG6*_R4zJsl_y~x+(W7TKRWRdcHre0>LhPj^mRyhMccNB%9j0 zc~1#tWDP>Mdj5CDA4iBj;;D`G+ShkE<;4Y1zK%|;yd$v8=Qb$p95+&E2<~~z)l#%7 zp{o$eeJVv`ETLT=;QzYU9C)w$yPSTD!`X}w+_$ZcCaYQy;T>GbIDkm0NO6EGX@(CL-& zr?%f+-OfUTf{HIk4az634_lKsEM8IdtL&|ral1=+D*S{a2}c4H{b)( z{5Ht1IFruUGN=Q{qj|t&(V$)Z9l)Ck6wP;A^f`IO5I%5X?41 zW^kQ3{l-uVqgQ)}6DH}&bDfnJnl`s~g|MWbr{f3jDb8vWT(M7W=^!e_EIR8tUmvmcy@iPgw|8_NOCQu)eYHJzemkHc*ruGQ z{cF#3$K?PN$D+umz&Vrt2DmD*ya(qi24>(jv-71SeQY7~SCI6Ywe8??-J*_SZlihd znWhvkv}28?Wdh;%9Ha;@#$|5Xqz&R=tXQX78}3&nRknPWx54UP&Uz;XYWpUueAKU7 zCij{I)tvpxrT-cjNFCmt#31_Y%>3SVoTGpul3(T`6yWU28R8vgO)`Cf8XctXd#@wM z`2*BFpZp^p!@}fN$=c_Ib#*f|BCG;f`vHmJ1MN`U{Q zCX@sgig5$aAGwv=K;oXvr_aTb7tg>p0q(n*<@;C&XP|mi<79%Bvi4P9F#)v%yV21` zuOkx?y>VQVt?c%w*P(EKUa>>~BNL?>>BSm3mM--Xa{cmXsTXxWPx?NpPexmk0obc%9Y*>YjvvZ9!6CxHh`=c@~X z45SLEs@*3&!@a9=evw83?W-LUnUg*A6YEo70rM!o*xf@7ACh_4yTq=N$h4P}y2MKn zwu#cwcfLMhP_$O3jS-8o#}Jpj_FO(o@9##>jojzw9GMU+U$`GAV7Jlv!LWZbcW%QA zuh{5N+;He0x%%j&VsUav&}#tuVq^^ao;{8Kn86cErQ|8DOK~oSX5iLd^zVDn)JFW` z1>$t7=h*APBu$V;mQy-Uk%4eM!pTkjrNma2h69Y70wa%dsWpxs?8Hu z3BlrRgBG8yxz6KM(uSR4lL8_o+gP)*L)r&co$8moYJw6pXDoE-a=h4Q{$Xy*>V&Dq z>8Qb!Od{}(G{5Afp3l*M^ZL-T>9D!v~WKC{ng{k42J1`krcm!mXQIMzxQI)TZxI>%#&mCq6=8V67EZv2v-B;r!;$v zZXjwBA=8{n`uK&0)hD(S;bjbm5r@)KcOROXboM3(m}(dt((B- zJo_*RhKrrl^-SPYrqMb4ZLf30r9!T_B=H;6e};9ZoAN1)YBp$BBa$0#i zm2WSHjn;7H967Z(b&vZT8J*slC_Z%o!Ng-~)MV&iOs#ppxza-!`JKZ&=Q-n2z&Yhm z1@pq3fY|wMChVLZENJ*Ko$Y%VGn7}SPExMiK3ZSG7q^x+Cz{uAsIdVOQ|)J_9p9Y7 z1z=PszUFPl9c$~fqh;6&sjcQ|wbi_7K;)oL>M`@9HtJVj!yw_kaqx`tT8MqMOBf+= zunt^RYI?GwClaL{IE(k&fJ_in(pZ`K7Ng|4XOF!Ojr879GfbYbbd)ScF%4C6>%WZ6X0j!kekZX6BLW<2xOc**6LT(5J%tz4^fQ7 ziK8<;QR00k*6nP3RX0ZuTK+~|-%tr|%UHuGL~$`+zMHOYKQaAy)j;9tvf+^~omadf zsJj!jmAAv%azw-K5ifL6PTS7^i*7}v`#nKi5y0JiWmQgu4t(SD>=J{XJrL1P zX4j_E_9>g?%XJ3JDk6wom;LiC`yI(Eu-)(Dk;_e_t?a_h^hUO*NH59I)&^{D)hR%m z?|uw5GCoY)9_y<6zk>P;-w=VMgkKzg3RO+RA5#}-P;VVQcIY2OI`(1nRxo!{d_l9p zDBLT!-u=JJ&S3GAoGnFM+uoHb=32UkBZygUetdV9w6qb5^*iA^gbGNY9nNR#F})=t zr0g4Lv^EHQVTvBU68og1h4CL=#J8-wTxhSj;q@P(q1$9W;v7u{*p}j248g#%V4Atm zy~Ie7;yZSeo&AF%SUV4iuMwk(->GgJk9-_e^(L%N|G(a@JE*Cw?SoQW>mrCCh^Qzc zMnr`*N&p3dh!C0}gyM=y7o&&||-#4@SJ#%N0$sc)s_nzlG=l7IzPcYV!`vk`6b2d()xObjeKtQG&&RINP zJ>cawUvjIXZCd?d#Wi*Ej?;H+m^;^RzlY8O^4=QgJcvF0PGT-6JlIRjOu_f+e@(lTNqMDxRY|*Abc9fynBU9MRomp%ej&} z;OLn+rC22xQPTj<+^dio*t=u3^r4T-XWMETG+J+ICg41aQr>&xWed}Li_%g#RQT0< z)kJU5Ll;~3wsTs>s~SpFI<`5Dq)PRTEnnUZGaKNKRg!KYrqyPiCLG;Zrd_ zvE-=-M69go5hk-2lODTbIorq1P15`Q_b;~7fw+D}Vz|;;LTqb|h(^UxOK!&L#fadE z8U^Iwb3;qdNjTuXvcJoW zjSp6hCL~tFT5ZOb3k5zH=z0)RCoY9rUH@eb&wej`KJoTyng{9@rr)yivb9MJZWMVR z<$G9RX7Z9zjAP5!CngZAY7f|`yyLlSt(OVA_$uSWZvNWKK`RC)ik$OjMMw<2qRLH^ zTP6?E(2J3kMdeGQTrL!^u+~A=Kbz7|aP!}17Hw1%`~`@vv5U@=uA|s0)n|@nzB(ZO z)A4vGV!Pb#4{spoyp)&S9k5JbP*tQa;@QUYS(O*;i~`m2`Yi=R+lwBMq%tU(l>;Wi z{80)aNRalYF0t>+C2gN*N(N6H*+dq;V_ha;MGWEUz7?l3Cc^$aps z%K|!5sPl;((&*GpM#aIqRM%ert{^uac*Xq$dW+O$Cg!S=SUL$SzeT$-8tybC!&9eI z>?l5I=+(rV0VqV-nO6{=?=?&JoAfU^| zUPEGCR(q~_RQHq6@@{B0^Y>kTbuk1gI`Z6yGrVnnX63a-*{`6Zeuvs2#>+=@sYsgP zs-s6aWLYHoQ4E7~yDX2PifsYkUI_H{p@-_1lMvf*L3riu-I4w44X_TtcTe0_PZ3KX ze)4;g>(Wvr=8jY|EPK7PGt-`yuNnD$3hx&By5gZ7_x1P#_IT&!*=#yphllWx&ybH0 z)-R7Q#4Q)@B3RBF2ddG(Cf7*ZJyn;VSNuKkCGtzhoirqz*@Bhf_8++rvE6I6LlNN?1> zVXvy2QkHXq>DDWyc$pOom{!aigueevrKgfRK$i85h6&YIdHk~WWdXl+JU)oRZ@No0 zog=KoYg({k zS>YEu^kAlcs(z(4$DHhbeka^P!|<1dpMS%H7Bjh<3#q^vb}6@|Vu?)z>E6z+J7KOumqO63T=p?v6Yn0llkOTap^J8BPVs`b?JjX`tcDn2WyfRH)z}fJ zfVg$7L{F3aSMIYGbXO~ZfMdGcks%X5H4j2Mh7deWGbUVbV6c|dG7I|>Fzf0YaW-pf zf`P*z-*rl^WQLx%Pc%k>O#VifAmpmwHhzFEGcg%k;<9k?Q6U&^k?f{r=a%DczSx&= zsogns>2xcx*&iK6lxk$A7VO#t(JA<>7|}l%FF~V0kez^W-kt{<9bNQ&^j(FKqj04z zbME8Xjs9M9qC=|-{VrYN-G8kNp6@wwv_LK}ksJAZ1whUD=muUM=vP~5n(BH z!?(t$`8y0BQ+=y81R0vC%HH?1YGI|zKkBYdu&w@9A~S=eME7Z!$sA#`x6faa%QOYj zJtNLMHW(i7__|(tJJjAczCgzOlOF%3sLP0du$iIT$gv6R$fpLCCb~%+)LcFE*dHv= zN2|hTb#w-^2eVKu2A*^pHk_|GyY$H>2!WnP%e%I`lJS3ZUi?so(`flX_fY6rnwK zUCtegT{!7^c0MaDk}_dIs?ljXG2_<^M3-G4!9Nwit<{WTX5|7dN{m3myTq_$o{85h zO>^0{Qg^~VBj>_t5e`fYo;{#3Y%a<^h=I^B~W2Ukk zvtn3gs~uc$4x0tm)7HlwN$6t^S#Q=|KrDrnx=R`^^iAU5Rkj#ENEjEcc+V zMS@6jl8n~V?S+q|_d)y-g}CTLO=^B8Bi0c6aeNG=;9EUoW za=Iv4MD>tKppGBYzGt{W|8!7RR4I?hJw1UY5}7CKu|F|R?T)3(;ED)fEeKAxo-d>U zmLYYxtX8bNtf2v^B@a4O-;P+4VG*=2@%?jlpI}k_#b|;wxG;W}MUruWq#6 ztVlWV@*t^3TbcCNT6jtbg?vZA^ZNYf86!ZL4nHS9SXFn6>|kanCH&a&_c@BuXN)|~ z)QLjNECU|bs29rWh(pzV^;eXf4_-JiXqJ&{tGylSY`N69w@EWyiTQ|CK+^g3;Wy`W zw=SHp$5!gyt(0QXUhY7lK*cZofzo^wr~z{4H5-?fBrngt+Q&ZmauOK2Xf>A8 z#Px+YJxq=i=BHG;AL7%=hl#$2KCC~dfjM3FQ0i6~zSur||tiw93=pc^6{B`&l)GK@acur{+wk4eD*JPm$)6Q+{K$k*C zc&oK7b5Zm!qTO7m-+3+sk7*ifTlq*YtLvpmvL@YmrW~vOYG*N^u;`3F{@tzAV$pBu z#TFn@P#bXJScmS~)xLi+xaE}!`lF{rkW^NEd`_a11-qsT&Mm*%2Qv;uAf>Z-+gPtp*FUzKI$kY&il$`q>iJ=LTtO<+DwoE0u6(T7ET0ih zNo0%ZT8(9DePMr+TQ7)Z`}XLp0c~C^1|GY5gt6h6K`YMAHGWA&_NnUK<1R`_$$+vo zVr6j`)p#avT&1z0`r<@0CJR4UZ3(EFOn$2CC8hJ50`_kjkFr2?7aafi0E2vfIht;Q zhsf?})r_W8BS#ou>Jjs~X{YICviblR(gv#a2bEXw@KhE~2<95)VG1NHsl*bY%$m|l zU_&KxL~1#E;LVz2mdBVG8xbqvFo7~6!OI_OIkU4zzQ1c zItljKW$)ETQQ%u>_wq!d_kie_l4{cm%fo))LticSela2^{QA(mAusgEVEIveeh2f`Kgz&nuvPCzc_&*9fE#pvkkAu?ZrmTmWy8OQ zOt9-t=)Xhze?j(5|M$E7Uq7^e5E<~#4(IVpGbZ+f?xgZ3OtM+{6 z{c@5(AZ#7dwslE3?t7$8KJvYUe0Jaw?ca}_wajw=-+qm<`?s<;RB)f(aDlVRvV520 zfX^O|n}#1RU~X?ezDq*j^PXKMk3VK*284%naaVtvIVJGzL083u+^^4U_Fidz95FeS zYw+Q68vQT-OP-g!4dx~nR2h|S25A{c`rFH2{fKjEVLkJA%WrNqD|N8QT}-G=TiAKv z8E2H45U1a+jl@Cmt|C_tn)abawZ=uL!Pf1bI!-vSjZAlFe z^Ct&expHD}ZxR#`A1pt}aXHO6!YnsD>i90(&CD4vBWHxO*K{GRVJSB42~TuYm5dK} zjm30o!VISAh0~c<2XTbd-HEk#?%YYaq}{kL^mT$m^Pi8d>Arqa$g{b5`+LvPw#?SG zPvuorO-5165 z&ktEMVZJnd9K&3j^g}YIP6{%p0$g;{@7TzFk=XMvhqwKD)?=2k9#_ogo3r?**l?G3} z+}+#T?83iBp_5*wj}8>+(qRBIF04+7S1VLCK^7a6f>5H8!D<6<2BjS{q^C)W0Ncm(P$faac=U+)7sKZ zg0C0bbhW)0^3&RmrV!xNq2eJDo=OW%V}i4bq+X;N+qT zNG+LrXn$RL+w$VX-3MCnN~)@=iq|xh&G_2$v*Ubtn=iNoCXxz{G;QF+#8bm^lS z;IQ7lwW{ij@@k+B5pc41hkA?_230luDV-geW*V{k2!+Hc~)bf1{Bj~Iw zFQPv0A$KObR%yIefZ@K>5=sM&pdr7($O>y&57#}0JuXs9-Uf5Tgv1|YTJZLw19R3N5&Y9aZkY>K7l&dGonwpxv5&fdW!^8X9SOOl3Mu-1&B0-wl zVFgi;S*(`@yu?6XI?xm;%xSwPSWrgVS%f*2WjqOvag$P9^cFGyLfGj~AVY}&YpRDM zVM))jCmQT-)XUU(bIbolnx+I$TL(oUP626C!!Bj!;AN^U704LIJBVZvrnKfHiger# zKjBVL3dsBG9UMS+GLNt#S-~XFS!#7*_SRmwt$8#JN`HuqmXS1)d(s2u-j5f zAbNsYKb;`?n}Y2+LoeEK(r5Ria*g^1#<#$q#LZ~oYueAY5;a8t4HO`^zcSjk=zg1F z`plvr)o^1X9+ZAnCq-jm0pXu2p7;9Y_T zxr4TlKxCNN<)&gCw_uqF>(?Wq)KT)NvXglP$ee^KFiU`!*b@8g=RuTgwZbU|gn!CH@B) zxNpIuBG@2Rr=H^DPT$_|b|PdYFG{lJX+45sCmX@eXXm9ADxsj#`<=QSLp#TI6xpLy zNC}Dz1uH^(O-L_kyt0W=a2W5Vm$|L1w`pbJWn+F*?@(y}0fM95#T#w@a`*wY0F<7W zM@;$|=k}fK6-TMHJ{ReIFdn&W&Cy^I13iMi98S!wRUejZ2V3gGy4lH{2QWZ>MuS_c zE-c#`9t!Ba!v*JkTJO2Go!LwTQ%;eS+l$o8cCiIoHWoDmx+GeVyZ!ZlP~es(dz<7XQB7A)MHm~{Vm`d7j6FAz&^K-VpBh0Uh zuK~<1fCYl$e@tD0L0nHPDu(a3{2zRbiDP6gqq3S;pYHzmLqGl=!$fwwnadewAD9~6 zh$`0+;(3hhYlXE={mQ*j&HJ$A<#z|9-`Gv}mG{@S)u)>kJxFE( zFRru|HuKC3(Pet{-h=CS!&2m>g%T9Lwi4d83C_vD~%|*72jFk{SCJl$02Sad6+bgW1ooPtCBvtDC$I(@x#J zOK7vzQgznVuYY-rG`+B5VRT|f4g_1@O^^d6!yN{;!kk+W6xOGnHgA<^CDeL@6Z`rc z;`WMkURk33`o!d8cNs5F1;;#CypU*7=s{X!Xf~IogKx=o>U^NZ6b|mjmx?ira0XVb zbMyQ8^aa6NN0-63q5!!P@!`>d+~hTO){F6Q?vB9-A?+*5b;Z*G@xrMQYZ8nXo!(B= z!xaTfE$l54{KZVN$Z{|YC-JYx1li$Kng0I= zJOWa7<8nRU?%ox--Q_Ft*Chvg``3mW(Frgk!e%im;H6kJG#`$dBSe4iKqB-OK8;Rg zaAY1M=k=$NzYaqfI}SONp%C-UsM$gVmLacE^zZ!3KO4=w^6d|ZsHz%+#Ul>u6P@A| z*Zz5of_+wP^YJE^4i888V&@bxbv={ZHD4#+_^MJ2F+I8ZyJBw35Rc6U_}m{WVo4C} zi4s9(bD2@FsatsoLGI+qAN#K&w=}>8g8KrKEX5cTDRC;^Dal%qibuIVGsLh##rYLo zb6@oJLNc&>{`t*H5sPLSsPv8y#t=+`Sm7QO`s1%Euw+x`0(Wn(&A)^f-tQppvR4)5 z;rP;4dk4o?&NybKQE3VgYV@C^KjIelsKX2>i@cm%tGf{Xkj-H8{Hw$L677AwpkD%A z47zbz1GX^~@Av5ws?d2|YL7)uoO~5W{6V%#CzL}3tK+0GlNJY+?c@7xab%FlY zxl;+XSJ>ep`Tv8NYe8R}QiM2bki2Z4>At=U=F4Tz-4?V^tA?3-lk#Z)le5ge<}6kX zc5#1{^ZJ83m<~mK9uBQYX%T!}grtE0!b&=Z9!f*Dh=z@c^?k1yrr^+{PW3{zXLS&B z6Mbnb4~MI6Xob^BNIDEmS!hzX19Z(2AEGPBm&=G=n39ZRAE>zpgHGQU|$h<0tHkgaSCg9s`)AK@bU^W zlnU~DZgOp^aIpqVw60yl9Krnzm=QaHMuLCSyU&S+?zJhntY1?F zFqV5j$TpC&`^@*?EFqObiQu)=FgZckS)T&?r*jO{su zOG@g`U?FahMuTK7g8d~&bznEnjsux+w0!+muw9ij3p^4u<~PWVgX}Ye<}}{%!C|-| zuKWYbYaCC7eFb`i}wi*z808QdM9xz6NasCajIWO7c zyg|3gj7xKjwk<)pZR#~1m}0mQcX@S~0_nyr?}trPf^X;nqAQpzLU=2QDf{x%1E8@4 zsbPfwmLfawkQx7GahR*@3j3iZW8i$o@Pi53z%J!#rb}_F+mJt3dqCI$)_BylBwrn) z&-M!%*PQCMyr18MjdS9(ANX6xE@f+Dh`^cz^Z-!XO(+C^z7h9^O+W0)fDko49~n%r zjm6Xu&?LFn*2TorC3n%Heup4W@~yiPirX-cR)dXVR5Ao)F}A!c)p5mEcms`jHYJL% z4HP+G7|BlHDh8{#gt6Cn51ae|IGx#q9qvGlp3R>oVFLP@}YfMNoRejb1r{ z+MF~yjZhechs5&#_nX{xcEWmJe-ow&@Q`JM%mf!5!Ya|vGZqGN`IR~k?!Pe~cJDJWyLxp`HQ^jzs ze7=26Jyuit?EI9aWlgJVf8{Y_c+SH20vi0qK|1f(DJF1B$;54G4SEc$92GOpULB%w zE)3ZV`jI@bB9@?Yti(y0{eE|yHCy3G0ja(g+YGjY{~vj}avlh7>D{`YqH~_-ZeK&f zP)sw005)?QCXT&Q*@QVuFPx`}v=le?XEj7qgUr!2vTAHC7&I9&uR>I2T4l9;(4?BG0+^>4BNy2LRC>%i6G=*5nl{wk#zzL)?Z; zn&@|xp#iBaq+MvpGqS2=vpQgZ0n77Z%)ksVp^sY^jlt2VM5b%$3Jlks$R17|9S)^9 zVTlh>?!>$lvf7OO>4NR+5`oBL>1~|^Sm{(CtkY=QH)R##OQLut&a?4y$%9o$W#wf##}RRR>qXMbs@NDzSyJxlqv- zS?A+i8H`3R>ED9Rg6wws&Yx87fB9l1+dKojoq!f+lN0-xxs71mUGxvA5DL&V)>S+e zRaMjiOa*a0tFl~ol653VZQpF-j<$6Qa|*Rl$@8Q9oJ|aMPa)uTpz7Bpl1te z3(Q<%JNrDz!OjVX5}%@^RH0+5%#~P-kP(|Uiu3Imx&MSTHmCye9ZFAu?~(`mX6;`C z?=zE;T~2kj=?uX>b6RUZaObYN8BFyb_}Kc-RO=dR1ZIjNZspPY9mO@64iClmiK>Gv zCzeo~wy*(@M)!AR@2vDKZ{`z?vU8I(6WJsRZvyF9ZR0cZUa`MoujA7eSh zM&^-q5?gFGEq3ds?}nTjQR4URd&(wd|BllGXDR#SpKXq(+5|6l*R4~eyXniXmM134 zW|@fftTp*eIz1Z^?x&vdn%6VSz1nU8n2&uT-i_wFrZeXY)E`re5Ibc=2i`Ws_cQ zLElqhuC|^zdY|s|EbGQr)Z2+sa$>fYIkxbXJ--fFxPq!<%`T>G*}IK3Kb`P3%0+yL z+cOox2hnC|wUD|ovwUhT1uOoFZ#g-YI=8LBW zxHGa*-p$n*;lS8JI&~EiD-&agk@cs8${+BTC(oUFfmA=OplwfQLid;mVc0XsN~Iy-VKiT@`;R@}G3q zc(}E?e*1e!=&c->18%>LNNhwkM;poA(c2&3LtNG>b(o z7EGrFOsM=ZbNn0+>LOJAsAzT(JUcz<_8UI#4sLsfs=UU-qfh}c^{Z)!Q;|^MITpyA z3A1Lhs^sAKF*TE%$y0p_92VbZ#P%z!If*C&S(~rVhR|9{teDI*PD@2JUWW`zk$g*m6dG|Jd*5h{!FT;{aoDv*_r!R?;lKd%>~@j2$w;|yHV|CMzL-+k88!C zs^m^s{_G8U5(S>h-URrNudQ64->ge<13gW#d3l_rm)yT^`*GJiN`~Bi_OS3NhLA3z zsuc6HN6P$i@Ir4RKi$1xF=J=fI@!pTl=2;L{{hj*JT=ThS_MwFrJI>h`I!r)eCrph z7F-&&ZLif=c746w@v1kSCdhVIFkECB#Fs33y{rplo$J}c_ug;rM{eW>NTd-F3+W2x zK)6!=Q`BRXNP3lplE2IW?${ARzh;XXu~^D1a3LWX(mENFsf5G8Ub;Iz%=$T`T)O2g z2&iSSvec)M4yo^n)lSSEmpym)&^xE1+Xzd%vg~jW$N{-;C!sniF9ivk;|l~I<84D1 z0Drf2ftY~@KeOssEYq7%%I9Es{P+VSHXz5AeEXMRz3*%j{`sM7bcQC>+)szPJ3icm#;7 zx;cGrRp6HTN5k%|{_2RT^JT>3t=`l#xm6YtnT`*`g^R+E=1Iq%|AM#t^oEge=xYj& zznx+3XWw|Mzn|z+iQGbQQ0wxfW1-8QJ+~gcrt#dY=!fl~JjUl{T8IsBZiWSJHq-3| zXHVc(r@9v~8o!W?GCgFJHK zCsHcxxSOonLfL5cDSF}Y={fJvkS8Mes*jU9&mh!trRRr!L~f+CGGi_OgaBE!Ohz=j z(hnUD?O6-@Ctne_e!%~RIukGeKFx)^BJBf>hmrSC|6ZY=Wbf|uS4b|hcq}#3ULzuN z#sMh_?6nXnJ!n!lc^PnWKf5_Za3UZp-wsoEYQ@wC-!KFZ8=ilgv_HMoaDSFf?Xx}> za~>sLS|XP`o;tXR=9$$`ej3_kvRUy1pcB@lYVvZAH_ZfTS)rXj&w)ojJh21g9uACE z+u0Ku+h%LaX=X)UC^WSnlyL_K${u!&s9C(sOndz;yJU}-C4oe=K7o!%U$!{R3?I=< zqJ+~jok^NHtlusw>U?M-!>lMb|J4T+Rb6XXcoc6Dl~`PyAYI61Qd71B$D!HQ{t70uhBZ zlE=@p27H1;%#K}I?!yf$g@Pz9iLhkyROc+H+x2VJoeJdM_9r( zhARPf6k{v&+7=uy>HA$M{jspyh;Nt@=1w2pNb{VD5KQ)XrJ~tdN#aZ|U2e?cqLGHE zcz-9quaBM3#K#VzMy9TTl;V&(7~8MVx6ld|jg~t+!YxDfv6XcE*D)4JDr>!>X|xPo z(n;@m?@6e!=8RF?v&yNYhF|%z*H9PmhA7dOMIWjR_UF>TvWs0!e5a@oqyz5nkJ(U| z`1Kv;>wcWKStph8A^SVp%F-W}-Y9_lq-B$sk#+3w`*-b0d_OrL9Ix9)<|OtQZdO!# zQooTedZG>!LhX?dw1ey~z~fU-Uk^u<3_J22vq)$Wk*N}-j1EjhzVaArwtC<2A%;Iu zSJ~lLpYdhJKMJxBLu2tO5dX>|ajMT+dN$3#S^JJWAFhl}d1K4<`icEU9~AY?1r93l z6x049RtwPGjey1}FIkJWSg;OuD79Hazi`+F3<%ntIK>kVaF0UWm+PK~9|fmGCB>j# z0*dRGx=b*X`z!gICH=UE$+;6Ub%GRRbni1-gIT#{oUnSnL?BdL2{!{(e2LGLY#BX= zBwYer{OV76qX~a8>Sh-Na6xQ7Gs;4gai$c!b&+{|%l#8D#Bu1Cq4eD{unnFYALtu3 zj|9r3^;=Zf&U~4)PFK=5qFZ|jG;X0OqgW9gLOoRe?r2_+In6PGU6DO*Y4?Lg*HVUQ zINo{Q{QTy&f++spme?SyNsfzzfg^q|vyLjmYx{w&|0+Kt^vDfk_U zJ1PE~!Zz&_dA3|=6G;>rN6KBbLwf*F$+}D+xsc-pu{%Syo640lBN*2QH;#SPxLbH! zvaH^M;V5@?7%hyVRy$~*o3Vit?UqBQg7e?5nxvPKvx0&2aL}2$WFrnCRs#;2$v{X? zmRw2q$}E=}%ntID$buVxVyIX#(qtOTpZNVJw%pa214Bt*Z{+&FK+8YK>&BM)au{8j zn8WP!LNdeIG=i{Ci|&P{QbA`y z6C~u4%II@|im|oXoC=?RVH5z;%00ngZm~IyCj5UK65`=iN-a>A)F55Z5y%_cESY!H-ZI=#k{k8MyC&Hw8>hGyPjkjbAZ_06yZrsQREm@B88bcQ`o->i{^gy{Im|IX2XZ~cB$_wcI&l#u=2MnG% zDB{2|!fc*X+m);GOdX;(1PD3;(UJf||3C6BTeG z-Q=tAnuvdVgTP#BELsoE=fXg%3TqWmixE$twn;~Y)WxohTY#lC| zLGfGir1SvV4QImn&nejw>2qkeVZaN#F6iF5N>M59x2Y!CoTh%QlM5b~aan@~6V(DU zsS*29>9ir<9<#1rF=(xnB^!TTQ7wl_E&xpkJ3Ja@`*U6hXLFt`UF?luHW|GxF;F+t z@GWFG5A}YJ_E*J_pRsrA^-w*!MNOs_PH(U6w(UzNSmAmiof4j5uEY()&)U^s!Wrw?t~p z<~}dXYHJU!=fUqm+sN(^Z{I(C)BeC~2R=9_!uqN77QFu>D8+=Vw|vB2lAlD%Vk19j zxUL*us?h8I!J|>pJ2+|_)VV$~smtd($%H%-iaN`1MboD)(;>GMX(o`ii z41_t18#c;j_KH;>L@fF&-UhxJ} zgr!{MZPywC!9_+JC-z~sBOYvt&Y%1RX|I(KSnRB}j)b|rpjnCpeOy<9m&dQ{x8sTm zIgNXM_YQB^(e+Q)lu_AHz-yV51x8IUXsYu4)=fJL(_rR|EySlxQh^guiGE|mF?3EG zgL%p(Ab8fCNTIF$QOQS0<)dc^c zjJUbT8Ja8EarriQoY0)tZhshCPvMx8rJBk15;5rpsr)q8-??Su2_suD9)$4(eLahXU9n^iUEI zlM3X&QQ)*9Om-ocHn%x~D@g<)q5V|ySABerK|A3KFX-fdu#bseBQcfO$7s5j9+~RV zcOLq<3Y3{=FeDB=9Z^Y|VJRyuSb1qDx3U1w45II2#8ooqnxetVLZH21N4EdMgyTo# zFR&S={g2#C^8cfQh`TTh~LFP1=RQvUo6&Hm$`xvYpWJdKdBbsC78qcpLTBX;c8^-K!;X}$E zu2gJfZ=Fuic4)6fQ!Zbsc)4Zj$>|_wabuzLEQEg`MogLm47+0KQM-u+lF2UwhtM>$ zwqiT~g|e{UgVM{0x`lE~=|siA(jT(46t@Eyyr&aBzm+ywNGueOEfKiRz4Q?~MMX?q z@o^s3Ox-^ZQQPVZqRPHwOS81$2UO4Og`2~b2cspKx`&(pX$>Rc)?q0g3tCL;+rc%T zA;ax&4r^s{xL}1BA9kpNQ8gV$&k5Sbo=KTh(A%oer1ly!!8(t0<|(BBQH|<@*Yo(6 zaR1tA<`;;Io z<}x{@)FR=6Ai4QO-JT*+UQ5UV-K;e*?TO1+;9(k4J}i0$?>l`yHwqh9JgHyQlHUD^ z&L*jx3YQ<&{0q6_OmW_o2cUhjd+jWIzB8^_?f(ZK*Co)J+C5B7o{REk^sc=u;%x8BbpfcBw*r!(g6_&T@jNLt(~~!LpB^ zNctAvV$GK|y-{+aIys@|iD+Qo`FSs(9+l5x>nzQo@nYy5z{5kOweJiwU$Q!s%T(P) za-ZfVJd;5{SO(@#LGLQ>_yGia%ylErq$cv71ZVi0QGQJ6SX;NbLd-+@OIS>c*##_z zC>KBzD9L0U-T;ES^U1q$$FHF+pUlQADLS*0PgYNrl`$+^#DPv)pBQKJ23&M6xAJ+d zmhaYjVIjx)5ik$gWrek}b`f^Wp0sHLR6%hZf6Z+G)mW{@R@Qr1Fmr|KFI_7ALRRpxwX(vLSVt<{tFu zKjdE!lrdNJA~R4#|TAhL#9`utkZ>(HnE(O^f^&bKus+ozq8jL2e zczfuFe}d9iM_D&oHoy9}`-p%`1831nb}ryvN({dSIC?VlcGlgC;z;x(BX17_W9%q! z1AK&l)*4i@o1^}5CR>S}NCFyk6Z(QwqOYo;zWIUX%=Wu7J{xr&* zb!53GItGRt&h(!o^m(g~g49&rlWNvM(ezeA{klK@kHA7mF$Iob zZn3*O$Q^k~q5R}*2n`6XenLwL?cO$*ap=7~2gY|70q?PGsIK^|kUbhQ<0ZQQYNC;E zfnJoBHNa(npQzh-eYPC}vp4$Sy2^UlfkcTc<;pprNr2d`ZzbmE+p(Y=I;old4}&Qj zSMf&OvST>@@*TQwN6_RxR3_CdKQ+X=l14P?tY(@=XG%n{5toVN6i3LlF0!--ZNX*! zM(%*3_>DY=@to%a=ORdI?WIRddNX1nmxr(d?Pg^?h_rgL(sz`wXIx+AP1aFjw4*~l zWevIF?Qo>U`3lrxQFIHJVFY`?y*&Vg(G*ptvqSq8nLm#o&4UC;L<0KT#Iyu0mfxcP zP+*-3bm1|d!Fk0Ud)ks7X%|dIJZEo9F?OR%t6(l|wTVqbCA2HH1+W2xR-Ng@I1orJ zgx&;5DQvmEd0QHSrpX>$k<0n^Dv3V|`?&}ZJZ~lj7*onBEE?d^y};V^1tO{7>tD0) z7HFeYJkcP3*szj!5JIv@T`*m)aRmP-T|`nN&5Vkop8iY9Zq|PGyRTG=K|T`B%Qwhq z=@k{$WY1J5DG(_-1q*3nU(;%;dC~btN04zYxcPN1v`SKz4*ro8SubLiG4X*^eAM7o zI~|%Gz}KKob?G;D|JMM(6<}_xnhCPkEMPptHkkHgpAbh6H8X;wBu#f)eS^J=r>F#P z+1UW_yZ1i>u%dgs`~{Pk7pm%ith>-%i!ya7@>O2Yh$qQ_ zNEfS|P0=!sc$Q}L9C6;+5w#^~xU>9MS$Vc|j8IYXZGLl|pxctZ)hY42}VmW~QHK7TMF1+9WR zHe)08LoiBq;4to=MliUZU?UEz(>T-b$X~^?dc-JEe>V%cU&)~>syvj(!aVf6(B^;^ z|MWnc+$oEY(-<5*Z(&;PgB_QBM3mGnU2#mw3J-@{x<;;M*7yH)YOI$&^2x6mh~c1{ z3^GRdA~BpV3ow3cvCg)_`3d>`4?VxTF0>cq@Ol~OzN&3rkC8R}D|Lgo#R6%-`mUy~C z(zcmQBN(VH(m$7aZ7pVGja~q)*YE{{ZXzZuL(VYqTQ&@5By9qQez8-h;5u=8cm({z_Rxv=0Rcd;!YnmBpdf7BQEA0?;zitIrb{ zZ)3%F$dHv%#_{AlMcd$+?C4o!{z1y$ff+A%QT)%b>#!e0IVzxG6!>tM-fUaxK01O%!q5h%v0U>NAc1G9<`~LShV*Dh2vz|)1{6}p89#ZK54{ZwvA*UL{rFCWi|+SIe{AM2R~sj;X^+oK6sy5ha4q!vrb9r-pc+XYMw+_pHa3AW3(o9$oDFkr7g| zf109T{?-TSE<`~)8ba>aWMn$m>f{K!k+ROIQdEZ&ABp;yBYvaUb7E$+c*o!Ht@dki zAGd1WQF>76`q^jO)1>!Z2aafdJZ=C}>=!yLl<`~A(jHq=`{K*l4wbhobTjZH22iAb z^K0scdnueFM^}7yo!MPyEeB-T0d?8|*J|-+T>KdpcEJ=VxnSH0;dZ>KCf?3x#Y%rX zCb#jHq`z5QWIL^YeAeuz@2T-3GNP5ody^7(4*%)0E!ukHlId<^zu03ozpFA_H{L$| zf)Ovg5K^KGsBpl%q(G*v$Z)u3wDY3xa6+jZqBcKJYPEJmioGfwpwUq4tsFLwY4Dp2 zA^aUw)V#jTw7ns`=9b%)nUCS(pwXv)Tl!(sS-D~wzk}9@nO&!Sn`P<}UV4E@`Sxv; z{JEW1Afu<3Fc%_1x|QIk=Qmzt(dJfiO<}N1dnEuv%DUY8&Yy$S8I27KC4*#4zPTs~ zaYT(OA6G62FYtRhL)T2$At^dpFnfRc=1gI79vrIsDSJ|&P$N<-5YoQSJjo}m?`Z$i zyYu5h*Z2;svt{@14uy&@q~!FIQT-2fq|G>_MzdfRCo2JvAlBBvzF2x%`IMCaH+q$p>AEbPzv0!< zf;buy_S7@fOGrq7Iz)29AsBLS)Q(;4o2Q6}7#0%E+xY6a;vUSFzzhwHo&yIeeZMDF z?Hs<}$o~>a&MR1qOc#|QBlHvApq5G&z6_rij4Ay_fecaEk(H1{wur^pqrqesB`@QQ zUGZ=mx-SLJCYS&C<)Et~$K)toKGTaUnEjwm?3ne5Tt2Ci`YZ!#_u{qp(^(?c8P&Os zW17O$piTznJ5zTu|f9e0dOZKhi=y3w+h`!ror<{SxFRlk`GeWAdarLNhmq0yZ1 zW)sE*%E*s}D_|Zkf58Ri^na955+n;o(7P|2caa&B0i#8g8ygBxM9K z8hF3O(#jUbY`VqOLj&G!F*sB6rQC#bE(|>Oxs;)n-F^N23L9x5Mgmq9aAsnwjj^(U zD~-Wj3ww&vmq;FM{w{S8Faj%Ji~Ql+L30zj{oPGyxJzdE@5ms(-)}5=n=i$u>jZ41s*iqx9OnG(YTfLFe1@WcH`K7FI>g1tAQ2`O_HjbSKzos%yMPh(sw^z3GY zt5Z`MM@r`U#9R(3mO4};XKK|KU0OnrKx1W}eqKc>rAw>Yzlomq@)xM?-pDmBBhE*6 z>mcRJXSR92<)R+5^H1NU+CKZ^HkO#9JGWfD!^M@F|Pa3xEKbxRfhG~dZxFMe&|upw9cf>)XUHf{c5xD^#U~a=Jm1* z11XJRHyt6MIfMS^OhKqiQ8UV4nBh&E1@+08Q{#uv{x7HLi`2UlLI^{l$3m`uO<4dN z_#1W>|F76mESvN5Lrg(mAAs0ChN7BRH}BD-n5XWe#L_)+b3MY)&wf>b(?hSDG@Ha{ zBHg9gNBvR2nXWA}Ttc=cc-j}fQ52wll*y>-LFn3peHMj&)RJwfcJ~$t^#(myy1FX$ zOLlqDHuh~DOWAUTq2+cgLZ0cCagde`f_kEw&*gJ^bkB21dIFm;Mwy{I3!SXuDZiiV z)Dt#Iop<*8ZQO{%c%SX2d#&pg(%upq2gNMluBbuMFT0YzFY_w!Pl^|iX4^}V(YBPn zz$@UHq)nnC3L?;;YK+o4PX256t{%IPg)TH!8l!EWY_3?IBfuvcigvK?8@ z-TIr?Iz?G?QKEI{6gV;t(2AZEgP!Uo=`6>7#33(I*08t)gD{4A4CL| zXpBo@jONVg#?r;Y4Ivmw#{3K85X|7;f#R-PX56OLttbJcyyEGHr*uZO4E`|omZ4|Q z27g$OLwnhbTzkuIAQn zKaXf9+}v9ix|n{v+cP5^FQ+DfMLtq#)#fNs>Z(Tc1A zUd3em@>J*sFxPbZLr2~(eZ|`wTNJ8kmCc(e35xY#(DHv>K6KKC@YCLgU<%$@Flb_b zHrWvUC?v9A0>jaGs&uyXn)In7`M+xtTJoaTYbh7RRX;zwa*YDuIR zq}_03<71}`B;>%E-~EqdyLlATPrbY`H;`#H#qml*=ID`tuVJa0>YjeJ)TP__mK<}> zw>uKU5vAuJc3EuZCuJ+7bjwKSN?nLcdl}F`JKcAY|9C>jVt9>mt7`4(RNsXJ1o7Wk zrU8A64LmqA z_LeNjFy0ydI%0U?(L;y5Z#6@6YSqX*EUpPhFyplRf z^x-bqwV~T>>duho@N)D#Mesi7qV|QvNbQtERYYnfKHk~T?{clF>%?Qo`^-Cz2-3UY z=5B4_Qkv3p&#PuX7B6z7&Bo+We+NR?FYfBJ`X5p~n)6*tpa0~fXW!Kf=AB1+gw*II zc1aRI?*n#ynuisvLG*$tL6yJlJVok<2wxQ|iNFF2U zDScRie`MHo$nUqHT+~A(m_-&wdsDkC;Kt&saGQ+9B2df^lZBqYPX|E^uXmt_7hL1F zC~_(UWi{zaaSd&*-Qx*Tr@7Gzxn+f8PqA-tl^CJKAMr+87`L4-b*>Y|#C6Pn@V^QU z^iYN&S>GCHtB&h^=lvE75u@eT?=Ig@`ry1cDt6(~pNcz)CA-GE$v4yAA#x!z3lo&H zng>2zJjYe-oQ_y?9ZcO4)!{u6WB6X=)#o=)-EI&6R!z%@H$3Jdk-W#hy&W4pcc7|q z{AqifGm;>k7@kM(OSs}E|eZDlFxlI zC*xJ4o->F&c;HV5gBQZL zCN=U~JR>Eqa#P0MKlbZx<k;^P6OxbF_)& zo;EVq0)H~%{g@cgj_7E{2j*@Uu_yKNY)x^9o1iST1tY3z%OP41gcJ91Rnr?hHa%XT zTT$*p%%<0dpX{E&r;tA+)DxY%51gq{JtNbGZ#JPvjyc^w|ze6FaI+QQEz zZReF;(`lyRneDz)@ASD4ygworIG3GzG)<}7n2}Cd#2P%>7QF|JXj=VROXemuv-2eO zq*~FoMwgJ?U=M;0aZJ9#*iPAe@~@@)DU7h_^=^4;2bM-|j!JBsLTL!l93XOH&zE80 z^5^9!`*tO-SG++#)JPvDgN#}WznrOC|K72_&!fKysj%9B;f6*p+t2VRt%^;{u7_~S zFC7xQ_}-&m_xd%;`1zsUqmxuZicC?Q_SWcHN#eY|17R}2?eDM;p;=SGq<;J|A-eG< z{;U`>8#Dbbs8ymRA;I0Zake>IMoUa(xn+l*b80METI{(0S;}1AGp~(-SlFrg+Ac{2zOrIQZX^D0T8eF6t={7p+5pZ`4?^pZYas`fe&rmrm-#!bTE6&P4Gd1(*{u; z34xS;9qg{65Av_Wl@NgcFY0sb$cqYdbCGhr!$D*=@)lNQ+FC zNvC)G$r7z|>0$ateU)p|NDckbm~GFr zI}%NkJA8!50!+KY9is_n)PLR?$;?d?`4&05#M>PqZ9d;qqdePJ!|;AKE8}mS8MzLM z&dd_jwzV|P{-X?0HH!u{rHR<7% z?xgD`3`QGje72th?AQCSYP`|ijs@fMLt;lIFFi-GC}r-I3Cyf5 zGMZ2|Rt`$!pGiNPkxf;?K2i5+AchW}7&eVlr&e5xbsH25JQz51ODV5z4hgg?bn0(- zM)=VG5g98D391e0OuuGqC-f#=%X7B6G4Qaz3i`PY`RLW#5PF_TyDibnP8P%Ptt)p4 z@6Bd$G&#cfx7~Y>$PF{b_z82#o#;v)u4;`TgBu%3t*{6a9C&-5lXj77Nf_&HkjqD` zqAiRyOqe{H&!)&nBDU=bUhec7CA&&NsAfl#phm3d0h6I$Nm!Yz$eS2$UbINo$L`nC zZ_ts!Hj^2yd(S!B-L48~WQEC+a11*_ewy1a7E1~FKnk;9yqP|XU9L%aNwqLt^d@bs z#VS3+`w>5EoS9V>#*+~O*<_M_J7q4_8E%C&UwkBN0QKlAiqNmq@!r1qW$4Cb_#B$3 zMS9$6&SR5d^zKF88iS`nre2bnpAP0Fodm;)TN*M5%|KTW{m%+EQz#2PM8hZ2$NhCE zWx^RXLo(6@%CzyngtM2rG@W&Tp)s8Anhrr!{e5y4_wjT?k@*wplY!Y|vjpS8ID}F` z{`O?~0Thl#K;U)v;7&z|;JiV)sS(xlYKYAqxQBKS)P1@3D?@#Gjk_`QSI(63(hOa- zG`>zUs)b{~x4z1umn`)$jJtk4KetXyt;n~Vbo$&V(I~PwD}P_&50OZGt}nv+8)1?m zQ!d4ENm4y9XtuC5tJ;T)zv}vb<`NfdsaO)j5mp%cB34Anm;2bzz@Y{jlr!JjMGX z|0E&>f1wn;z&k=TT|y7M{>c|zM;kUuZDCC0D)W!D@iZ|R=M5uYPAq$cpxs}XvO3f< z?C>3XIG# zVYyKdnURX{OjQ{r3O{4~fto9Z2H$IwxAO7Hf0K_#KUMU&?HPRHG>CR=5R-FlAXw8tJ%jk@@c(mgU;ufBeXzit``CN$+ zIz{wDB|~P60td4g@cs`bGZ4h@lga}VjPd=s$@WO<#nwWF?zzc`;gWBZbw_uqc^#t- z-Ntt2NbC61{40Z7<14-S^I(nW*Y{+tYq;oWDLwAj#0WG`u~6#s;6Ob3K2J}+deK<& z-gj6xJk)D*AXXT=#L&4LKOgkxo98~x3UQ1#c{c4yy6t$P`Sg&-)JPs{0WKsv;v=&# zWiv*Q_gsb{BawSltS;Te+o>U4GcFwwD;YwziLZfrybLIC)Q^K0^nQz)C;DAN!%rIh ze$8hvaem0mbYsd}?6f!`PG#Jdw2U04(E>voZWf}2{R}fNXRpAkN_el2F0WJ=^x*QU zvWr$U|Ng&zyji1MYsBcsnlKW1Kv~RC#YG==p_Cz#r$H%4T+mJ)_#&4*^v!%GVc;__ zk#KELWqxwTM!$Y9#&fJ>xeGp&LgP(sx0pg~yvf?o7pbAZA22&FCUbi2kHV$V1RWPs zPhG!3Uzz%J3;jX<;GnDT-Y~x{C(h|vPRW~kU~v|oyC{)8+J4cu+?V0-?zIE$*8I^n zyn%NoHT2hb)1xa*^gyci)K3Koz$$BU(2&)los zsI-u-tJg!;Yq`rHTiAM2a+tXTX;O)SuZ-D_(N_4F&v5pr(c9;s%4dg>p|2n#=JB{7!`0+@ELO58{zHw6#SF5E z6kl?p9A#9|Ci(0=x?=C)`=rnQA64%i&*uC6kLw;fQPga!Rux526m9KI?cEBsDG{4n zUwyTugsKs0)hI<#drJpmRqU8a8%>cQjg=ty-O;|@zwhTSkB4yQ+}Cy1b*}S#9yk*T zQ^D`a7v-b4vB)Lh+&c z3j*M#{?|vdyN$xWa;W}UKU5*HHLKs~4!MbkYK*f6r)hoy;p~ zh+Gw}&_w`0o^~)$XN*So>T8C_K7vhtg?B2HDf5$S^BXz3D4%WIkQ#Ol=cFFk64H-~}FN(cNKGb&#v8L5R<8t;V))7kYm@w6836uCNX1=`sBq}->pnTypN)WjB= z_yx50)okhlC&6{WhAtcrs#m;+Rw4GJHZZA?#eoZY+&nk`aiMPX&5ANWcIb z^CfMDyV{XY9_(^t`c+H&{LyQoic!;v7jFB=^bM~UE-!IkcCoCS?3})ZD*z7nEA~^KeKa+ z?^CG};d6E$AKVR$)5I%QO1|5FKx9LLKFC0KL$c%fRXGu$@icg-z4b1Gq)QKu&f;sV z^pD}UH(lsR8}Mw*bGaJGRVNlNT@pWhtukL=EWLQGH*MgY(!5P8YI4Rx@D(x{(}3)q@g8_2^gqpB$jLlsb+Y)4CC6kej1qP=aEaxf;p z-@KG+mVX3DE(?T|am7!~Sad`t1ghE=T|38J9R}Ixo#hJ{JeL{fQ>dGT$qQu~a<&GE z0LP`1q#jW_7hh~^gB_DmA;N(^9UP6*M}=5au~B0hy_%EOmiS|LV6CzI3sRZ_Qi5i+ zGB@KRJ>G#jE7=iNHyZz4yBVZ7%nAzGwBpBWg#xoX{8~KbfOChU^2FKV$cwC8HW$RX zW2jd4CO5?rE=(m50|kTFzB+65qUWR*j7+^t@l}Cl88D|84s4IP$fe^)&5*vGau20D z7njr49KtOOEiU;KUA|Oq%O|FSn2i_=KC50rPSW<0wB47yBf>e4hLxU((_Hc?EtvvZ zY17w%x=v*2Hecb^(xbm>I?z$~fgautWk+{A7ekE=Yo!EIW63gb%oU&dtuV<)ci+S@ zRu6gGhX}Uu_Hmn7y^s763)c&PAokd~`O?s#mE~qZq3wv~OyZg325_rBJH(x6Wg+RU zA2Xoeis#*g??XiAICqBTge6P)`vQxmTs1VrLG7=PFTy3UjiL&78d!|Zg@m7{Cjy;f$_*tKpW4#!eUu&HO z^?9EQZEE7yi?_0bBP&MCBfM?B=kgkx!&^at;wD<9!u_svJvR%{Ikt>}6v!!QyymRrn0eAsO;# z*)q1kYqM2N*i%+jPW-XZ@F${st)pk<(j=Q&%gvboDQjDlZSS97S^612PX-lSkC49( zI30^zJba44dx}DC>Nzb{DWNad5lMe_jeIFK&z-Rlxwlu~RX zKIbYnx^u295(&1DGfX4uj?%BwafT>TH?traTfU^C$>(0$e#2l~{F?;@sgp-Nq;$ zTxB6}e`hCkTVh}DW4F81DRv!o*UmVL#Nuq>b5+ZAC0kr(^?-s@;OrJ9LZpo&<-Zk> z#5Z134Wif?YSoV0+8054a5~VO>c1|~9qi6{fQ{z81Q(F*Epa?5d-w(p7G^IBgv1&S zDE6o}_&d@jo z?kB9vQ=7XPF$N4%F;2EAVqK{@drhECJvj;k#yV)%#U)L5Zp$(J8Um&47|^uj@oqYq zr#s?USxH;uDDLV1d8=5-8-&xn;X6*pOcw&|W6lserC|x7p!t{X4$OC?-Qey~Ism>+ zyU7y*)jx~hB)0`?7W8_(H|<8sxLnGgmvM2@(%>ECWbh6%mDrqWKOuGEz*gEZ9h zYc#uxRlb-db#V9Acicdw?Ot3cc+c|f2*CwkZ@^2)9}{q42-Mn;P*arjJgUI~l5W)& zPmD|?o_hRO(z#e4`NQq{zVJ$-oVtdZ@uo_9#5I{eFKEDMdRcW?j|GcgT_nKSJ|-)L z;F4F}6c1wVWyLL*nU=t}umxEiM98;3Yztg#hjI6sC)j{$`0yG?j$l^rTiN6FJ&Uz!m-=q@yYvPG)!^x6dWf(a3Sud#(W6~X>?Dn;Oe|*=0vsNMEq-1e|JA z&@Y##_*CCZlK7tQv{hRfXy{Li=pk60#COZmx#6}_Wp3$G%}PSm3{@aX`?cHgQa0@z z%BMepF9e^6-PR84c~;nzlSHsKn-rB!N$@Yjrv3?C%bR&y3IIaywh<*FzyAY-K$uh@ zHn)^pX2>vtLo?VO)R9&L))a4$I}*q%M@1uF9bko3fpP6|&9E%^9pUkHU{I@m*OITY zYp+$L@ua~A(l~zp{+J}>i&@E3v?6F?{bfxW6k?!Mr+XShQ$X+Blru-*4T2RNK27kx z0|Pw5A%Q{qkBo$KS~KK*eQXNLiGh`N1%G38fieNzO{IF4M|U-@@UkXA4f)*S;C*T=GCs$<0vzQ67* zWhL7o4v|33YF25>>F6cx|CSynLuo=Fic6d9GrhQt5mLhO`zw!^DW}}-bj6vK;9T&s zA4*4kZ~c{QRi`hUMPoOZ4kX^Xuay0@6W3EMd6NZ*z4zFBz1D56x}v2V;mG`d-$P!T z^7Ir#hXmWcryydah}R@7Ro);uKoyGNmw{8AXZYm^{A#ekK-uKjgQEiEZ5RDCT^K49 z3}cI3*Cb7Yn(xm@qy~9_>BGg_1aI>h^eV8jEr4}}rPLo76_|vBiGI3r7Ck!#)7qkM zKf2_!c|726T$~(U_DvuLr3arTd8~8))qnYKPTLmQqBmYExtK7-u2&DSm*f}s`I`=a zkRgVt{!eq-&%jrtr8Iey3MV{Kq%O;4Xu`NT7YoJ5X1oVI6bOkj5WBe&AUksgk9o zqkr7w42}<#!0#KnJS+P_OvQ-1Hzn5ekE;Y4(nU5}Q;_xQ`0DZxTef+__{Wx!NTxgl26g=ACf0hsqrNrSQ3c_UzD!d6);f~}7D z-iM=?;g9~BZ%z_SmE3~{aR{VXq@nnmRL~u(CNc7jKPIYw^XAQwH9Oyls&@@PLq-n; zPNsjZ2Gu7+kzvMQPBIMk$$V7#lXV;d!V-%HryuzOFf|!wCrUg5$Jz&UwN{^B~WW?a2J2mj=KBU9}da~ zyV7QOlO~2i{+8N?`}L3QTFa#W(;QO?&e0i*lmsWAxggY+XUr%>DLZ(m+?NfIF{!0x zc;)l0JmqRNr^~-lnrVti{!3FY~8*d)p0n6rHwB9m>5_61u-H6kNXa z=(+oKfK_9mNodOCZ=n4dq|^7(!a<0ui5QJ(t<+!NPGdM6@Q}0w{>R&CuM2zSvtYq- zwpYDGtC5S54StO%sHN$9-gcFOn3xO8oV1|oS*UvcO$UcT9L}c}%bAa0dAr3Blj1K7 zoB79;=kth_P(7pov|PYz9(=B%pnKMYL<#)nXr3cOa)xw)D=D#$U_n<<>s-BNK_dIw z1BTyZWRM0v?59~t^&Rsd+TSqie*Ar;)=R27uT(ymHxL(D{@(;aL|ZmBrk$EsY=-pI zlwtU+{ez3p%eh*5CP3iY>CFKu6Ds1zRgL-NRl<7z)0%zJIaJ$vxl?I*$Mi=Qn(nIv zxwG*SGmZR81pW;Jwf{Ltj8md?HSf1d%B`2Vemk@u=Ju{&)geuHJ;E}`*4%-Ew451D zl1=UA6}<@t-H*vQ0a)zy(P7<@bS$()zy%KMyBx|^iX$2vOp{9w6N<0O&}DP(F>tIj zZSDCRfVX_4n>saI>wZZ%>i{uT{b&4DCB_S_0JSvyNJ)?ZDF4N>}k-T>@i zB7%vUCCX3(-N(@jait8?eeRzqxC_{8v32(X;Hz(Oec-|*U_Ju-pMu2?){a%1$ZY8Lcf7pT zrXnT7S(-ALf@CIa9NO2i-q}KB#(`T>PJ#e8@yd*fQM9*oLTPR?+bu4-nZHWlw67r7G@6XRRUzuiG7U0T=pMcZ^hT&QckdI77w3 z6J&7(JwsJRl5`EN!Wpw(of4eYgYlMy)&5N~?sDY#!hjshv)^Opnp0?*UUrfytinpI zCO6gO%9X4E)|9{cNCbP?`@|?mgaS_?SZ7?|a6M-bip5$EdHOYccnKyLuX|0BTXhUV z99}u|n#N)!A+0X7?KB=Mm1~KQu(o%+0){>cnMf!L{Emu`rculyeNp{;Rzci&#Zg{P z%F~h*MsdM^s)Uh+>ot0tixC!%3jmddopSjt-m%^f7vtRQgt0gR6}o@GV9h~|t_!k| zUv!fAa?qo_`5#kQ$q7WcOE1R>-nQ3mXQWiE^J5sfS1ZSnWTK+!4lip?#VD!fenbQm zEU-*p0~}DuUUJg4zkcvd?W9Et0P=5@d0gj+K~IRdrB?6*6-IH^Z4UHE_l`dbO??}S z;zQpJFYF+fu0Ti6ZO`@?6eNxtVM?T~nHj~55No3kh4o-!$*N_Xe-5LC`|kZbchbu9 zf-H5)!C$cpAH*U*yxh?IBDu= zd;Bj8h%9GyNMlz(XF*WjIlBl0qEKM`TzgOftvuPba1=M&JnqaeMNmoH*>gM_=ln|A zS8=-GMeeowUb7`Y!V5#bpE2urv1r{V5E7nKAZ zAlkhbO6oI<$zLo4SiX7twFW!N28zhn9iZ?^JbLeeU?}wr2QI>&q@OhsavIcTzqNqb z)uyC_`$q>b8lvSVe}dIW7NlC?{ar8kb9nH#yaQsps)p-QGiXnUAy_a9nSOeGqqSp; z4Q;f%t!2lKb{EDs`ouA+Mo2g&FUfB|L>?yi$tYCc6%sm-^zlF{(8mfkSLre;;b29a zvv**?m_gp}Cki!ak)v>Rc-DfqjSLicWjk^f#&hwaX!(Rq%P;Vz)^IL6Y}tyz56KvF z@E`BMuNZJDMLfrI?unKVDEJf|HaZ75wc*El$s@3H?GKUI8!i>1LCf^h@axl~FpaBJ{_iz$tNzfJtpZ3da%iDy4F zg_OQzrq_a_2ToKN-8{}fkkif1`b|cG*Kcz6u8biT$G_#7ybW*V1aAe|GCx?y=f%sY!OD}lqa0A#! zNP&pqXW#vEL%{g~23lz-9O<*~ zS4FNM_AKgY`o1ZyK8)mRAAbzYXYS*}I3JkMCDBI*ZYke^jYW-?S|;pdO`O-FAsiFj z7=YZUg+DNYL)ZJo9VKpR3EWZZV;`V}@g!oGYgVN?c3xf(>tvZL_8kXX1Bb^=rm;;h zPrn7xVf(g+AU`Z)Y!t{5>lL1^9d{mr@;XjHWwFX!y}1nNO;>5?Cv|pov*mNxmyqA7h+97`r+_91G<}1BRV$`?K|ZHKJpIvR^`)gSt`8a_Is*W zK?!~SO86n%VN2u{qKvT@Rb9>+)XbGClgGYnoxOnX)svsi3B5|zDksUKLQ&n))<7-* zrr8Dy^tXY|L;okOI!hPqwlv%HNQ zMQY`Ryq!tE25yDhpD9eI-V+l^jm3+l&n5z2P7nws9gDQRTRkc)8Z_Eo330u2PjzAi zR6uT|4_jLP0B^_Y$|)vFaQ=xr#S6go3{&NM$o`Q%z%Pv8GU;6+5}UtPN|i0dB+R{C z9-%7`C^oW({|$EFLWh(llO5^JqjAg>DiIPxn3a-ihrBdBVU}^!=@$b6-}FbRPrYAB zB$dSnR~V+?`fHX51g@AXk24dH@e9}aJGMlwY9)r02=qW&R=lrUR~0lASl`}QS;qs@ z8>Yn)GBfVGrL(du39^P713Hj9A(`D=2Mby19r-+~zC_#(f|Cr^-)OGhX%Qlj>OC05 z4sXH00RDKu)RDLgKj>Ky+7$Ji*f?u@p%>cID?3D--_Bf+z{PufRwxRs0oZ;NRe@Jb zg?`Q8_|00K{7gfxLp{Agljn>9WxOhvzRk=F;sOVehr(a2RMX5DGx>Mg#G&`01tB3N z8(<{7ec!c&ZtNg5P8Du%*Il+#Jh5Sw(@2QB&SA868zs2)ILxAi5KO5C%OA$6z9%}73+stjz7k>7Ou`o}*SkN;;$53ey%dx4|@W`!>oOwVhiTP7f-?)?a-BzN@P}tPqtYh1JQdNN>-Te1&I3yDftjIi!*|l|=H@DjN5(00jol zjy?-)UpzyZ#$2G5gbbUAvP z>)U~(7*rED3zo8dKE@r`vXvE1u8^Nt<$1Qf0t+Hz?d^uLJs@{MV=II|5B8p=pg`t! zrZh0+2PL?{RH7AIe+`deG+`B1+Q@PwSI8uR$LMg7A(O4T_XtIVhB{A`GQGDM3Lo)4 z9-SBLv)N_#Y&+15--wNtKhOVct>J9qEsZ-Z>;&kVyfk1fUA2pdBtEJ# z1$520^(J+cij2UA|8Tvq9h$Fdbb?7Z zNZ$gcI{RP!R`m}szbpEA6u63Uf^QBmpg#<$z>liW)4dN=Kc=5Kko1_2Jmv6Neu9Zf z(O*aXu31v$bw41@6l{KaV^QIdW%0o(aqNS2(mt`#P>!aiCWD5zlg~&1WUbL-NKr0j zBHRn6@=ylU2h6D}mwxV-Ko5eW!Wfc8DY$^)WPdh-(c&W6l5uKaX20$hdK>8-l>q`O+*~<2jqSk{g^TsJTH*aS z6_*9F7LWVz5HJfX<`nB0PDvKDkrMuRb7vJS=Y?TMpjcfiY*AZ)yN`W%*wJdW^~j@P<<~#M^GCB9H5*((nTw*V>5*3*9V7UeI3OP5}%4 z<&NgNLpf8$!{xz?6rNRIwdbFuHbDXhn5R`_q&`Vw! zL2Q0ybs?Q*BUnc&R4uIFZKQ5HVtv9?aE+z3S^7DpWKuZ^-X7>%;^gE-^6&k{qQn6a zrkiQhE<`#?s`f9012{=s!nlczWw|!bFcAzfjg@vSN1-!bAl=cbQgvo`8zvbT?(lSs zKvzRecV-RnG|quW6B_O0dg5CtLAn7NrU&E&FBW zPtGwe{z{FLn@-c(i)NW#FRVA4zy$A7Jwz5{i_8wA2X+k@F=n+mHmr6BfOF3DDuSsS zfEQy1?t&@iY!Ns}A@C)8`nx4`>q!!NfD`FwOTZg}SB=yNiKKFGwk4_zHW#p z9OO&~r&tWt?OCcQ85+6cs2J*?FlX$uqeiuNtPH~o4b1JbyjsaWw|C9HX$&K{4j$kF z$}`~4qYSY@iQVx5VvZHdb>+*_lr2QXRIkADqm{Zxy7{@H_p?72bNhc|qU;F!h*5cq zxwp?fD2(IVb7)%LKo{=gWh&ZsR3EJ}pk-Sloe2d`ahrjaBM;I`7KF#Bdq9{g2Xx8= zOP#XwpXjyATf1`novzusz&*|bz(4I5ykkV(HC!=fF?kYmK2=a#gw0IYJ>}qu6R+-H zeR}xidHyeV&zK~h73w^UGM*AYeCo5b1P@mn?Xg=;*zT{a->T@4M`L|k<7DhMJ#q+= z6GX0k^yph(XxpQ)NmK44WAStAKVf3oYmm8i2fbO>O(pE}clezml4wq8ma!JF(LCNZ zSbx24V7fOPfWIL2gkSfcVA_5LCL7%O@=R`(s#Awwb;J3?`m<66z^@&%*d)sjJl}7p+gLIKFU3n~i-aaX5T(mmT? z6slmA^&pOFV43)Cx9N4dUcY4fGxMDpwXwNY=Iz0F>R3p&TU_h6Z7kRv5XW4J3oC#4 zlV`>=v^R;KR<<;+LYm}giXTFAZP)(x7aZc9cy7MX%fk9W3dgkZ1k3ccW7muIju0|< z2fgI8{jC4q7=6YjZrxwmLYxxb9oG4x!ltP`AtN7!iOxyc z7LT-JTTu7Scj{QYr4#=3i^Ue5ZIDMaLU6l=-7o(mvD=?%MX<-t2C8Fd41au;DA2i;=OnBCWW*G|_08R8)knd z%fj_)7N`p%29@+4R3m5bGWDlawD{F;w;R#jase~G;2%EJufsI=Q{wH2FuN;LQtQJq zM`l)acXf=~ujN>S^|3YpFox)sr{aN{geGL-y|k1lLv1}u+o>Vni((M&Ho#p`!IFJF`l^KbgC zD!8{`FK_>H&S-Y-!0b`wj@4G`NBkyU%l&ina|G_C`30)x-dlF&Z7C?;uRhVX9W6C? zN%bwFY;9BY%3k5x=o{{X;YsC-511!3{F#`xUogz+ZO-xFRbih7r^G!1`7CfOhWn5M zKpo^*l!&B~T;K5tpY)2AxpdK>WF-3rm)||emEw(`@A;wG+y?_%v8mXf*FIg&2OmMO zRYgdwC3LMi0@P&^2k_W}=yzoYPi;8(vDo1L#gnPF-5M2;Yva`K)_GYoiE6lWm+Tc- zqF$DOHId&eI-S$Fu51anwBa0Zl?l8(c_t}nW+Nrw2~zJ1_o14~?^c7E8&})F0XVmVl%+2$ zmY$9buk#}g$RB>+LYwL_-Gb`eQ;V=z!%5|LgxP<6vwB0Q;MaAwjVl=wAY>)33}xb- zQT^lCnOBm?jg@CRf_d;GTKeGvy%uf6_r6QW?y?2}NHMbQ*Yha1>Oyv)c_&zKYbIxY z;?5$)m=x2_KIHBx*;Cr`hHuRE-M81Zq<$;0LNVIGX9X`5=C0?`4tk=X7dw{AchukZ zWXPztRLE|4z73?&yc<6Q-Qx>9Sz;4kEYp>Q9;daC)O;Jg9s=t4LMHF)w=4p1G@-SK zj#bl254*TB@s%x5cPW4%1$x#5&{bU@%12}RW!QOJuJYMG9XhjvJob0l-)`xpzZT~| zY4zsNCB$h<8L#6^R_Vtiu{pc?pI91yBluOsb{e8}$`@mX8{-snDKLkNyE`F1$6w8U z_b%Sartg#^`>X$%8xT)-=~85_tK-@++J&T zea6qx1oX6|s`J(f<+s(wQ|er(Q=nmdJAEKO&^*FEe)LvDYZ}+FO)SAmr@~QOS$M{L zxN)moctJGFW)Zqj&w>a}AL?z3xh{n8T(Ypns_MN4ru62bA8+3fbg2yPSNO7R;Z3fU zSqTeQ;TY`Xia?~u)JuHx9=)*SQ}ONFuY^~~+|}M7meJg>uX85qR3l%<1UuKetAo8( zC1O{go#k&;OzBIj(;9?2de@gp$iWxiA{?7sH_(Siem>osZFPOe&mo0weAFg^Uteo4 z@hOER0ItF5%6_KpFfF4D&6u`CdXz(eGT}Bda^dFYai6DattuqS!;$AsGCkxOJ#-W9 zav~PGQ=0ZMQ=U*1W5O+Fo4V=RWVk?>mvL{wSIVZ(Y8CG|biP?ti?}>hdlg|HZc}e0 z!Idwnl=AIJZl!}XifQ8n_dzBLb=3>MI}=*x0W$lF7WUM+4)o~Jrx5xAlhOU|2j%XE zwX%#a?)bNy3eenatM7}hcXuBkpLw}ElTqWD`+Yhmvm_?In>g&6zG|K{b}vgaU;@HkGD_j~9)>W0}s)nOzM`cK4JAy|c$ z6Yy9?_{qmLy0(Rb{*Z`q`JksB8|TKnQOx4Z$iZN7>&pd7tsjcjql_Qh_9u?8khWUp z6mQDA$oyhq{ZUdqr&u@u8#@@x@eTK(O&n#iss(EzC&hGT{7XyB%{kdXicz&`cQmc} z{QWqfcu7dLJ`9=**^POEnUI!+>gQ~v=(?&c6AoQZ|+e z_Q_qp>gZo?0sn66rN7q~oR@K~u7-L@!?G?e`_A)Ot6551Y{piKKZ~!}I zpJ2${58y(X(f_wlQq{|~;vC!b-Gy$Gri8q}N5Sdht+rpie`dBUuz``zepoNAlEANy zl+`twCJ}meb#opuQ&{Rbd^|(LE6#II<)dNV{n4ji_1z6^%dGIshNueYL76<%5|*wH zy}|fNxW#XVstGAWPXP~dKvy20t%ckxn<)b*VVk}iWLs=bc-@^;FOl(kBPjCrB6*Q7 zWUbV-71x<$A*gK^Ya%?7C981vB4HaVEr2a-?9TtEpStmWQBdb!+D(MI&PfFc|5y3Y zWbt2~@`e2QD&~0e2tgC;Wx9?Bv)}T3iBFKetnW?7tJoqIAO*eL<1V4HHNITNPaC?1 zoB+D~zpZl&p{b(8*}aur$>p}KE^2=$((sf|efXO@!S>3Z+enKayeoJ9IH8fA*ch%O z9v55dt{z1X*$yRX?774|Pwn5hbKm=MKsI7{*vLo5qnm%h9y3Vf$SNv2Rcm~emkhll zUHfVH3&47xrPfpD-X&WRlXQ>zPGN~P*NV9re;ydRJ;c(>TK_@KudA7q@vqG@9FA?a z1o`d6y7vitROHlBTiBlUT)m&N$*{bq6w!8D*}-!P)GCZOv_F9+badVObp2_2zp%@qdunZgBgGx6l1^>vTsuI$pCDkK*3`ufoe4i)8& zv-fu`8s9lOA$6pcB=&@qP`%f#v`V8Mp%lu)v@ueMcMy&p5s&~+ROQvy&8;T_)U_c% z>Pc_NS_W=vCUn)lSspoGH`AN5hU+)qT_1MXoz>Vu>;~Tj%4vmBz;5PTA#B+c)QGUJ zSWS zuKxL1Z~LI>w{rjZx{2rcjmnlv@Izv}?Aw=;3WSdt+kT=pzFlppK=esPMSKBKJs!&u z^Iw)b&#DO9x2ObJhd@7Fj=@^pSeH5KcNgNV71Dkpg_ZCbDt^MEjVvnj6_~173xynf z7d@%cbg6t+xdDTeDYAiBWTt;e(EV~BV*#CCYdp3iTO_a8q+u2~J!nl7zt62oJ0BFj zoYCy*yJglC4EGWag?t`CbI!+b=Jb|bo#G0%H~rjpkWW>`)Am&V+|_fb+5E*IJHuVk zSAFxff+shewF&@_CyiSJ-T?gIXD&YNN1;RO?+?zfpS*65a=rWU_XBJ1Uay$)ZwbT5 zxhrAkSTS3+JDE$l9A?E37`lv0Mom zx{H-J&1lVQD-j@mH2st$m!{g=5!FQ{C7e#D1wxmLdCYi0QOInLt01UvT#XXq`G zuQXvTkS-sj0)cmqKbc3_6-N-uPp|QtKzgMbCmX4=juSJq1YaGF3bb0}j}W8!BRe@& zfFz=5XC-M^5v}G!n*eciE#xQFCS5U7kHnX4m@7Pc+BEpf#^h8rw|vVa*+()pEkM6+L5sSloqiF_$ZC4P;@VQza;>1Q*P|1}=pGS5Z9vMg z*Vg`*`co`s{G>#c##k#$BuTON^o2%WpHc?gATh@%8YA*m2FelFrsGRn#zLCp;A(O& zU=BuE(9TM2Z--L*Y-g*g34Fnz*xJOY$89T1O6a4rx_Ntbuq)y1_3=9OldTOSj*ek! zQ2|d$-EYMGmFGhzDw_!h#KBtXk*VSR;lRRY3tRQuXvlfY=xZAs91lR% zLv110*To^{yfw}W%++jl#l%*bZrC&T`>ksG+N&glF4j$?H42d67;)&)&Y|Y2a=RmW<9q$5{fr<#iupPU4pXGps&go1mhD5*3Uin zjRI*voe3MXsO6%yaReVXX#*DX&414X>S_?+*x+lWo&*2MbQ@6y_1t)W$u=DA`z0rKeQu3ZKG&)R_?tkM6x-U-TepUnyckg~Go0E&Z$cp}LM43$tPG zLbdrENmu^d0!%&0Zcmx&e`n+;dU1JYG4GSZ4mQ;04ld;0!ybnZpELcE^}o3ropjf~ z^y3MK1999rk!vDnUik2}b_Lv!@Q`h!mrzr^tx+kJHdght{FtCP5LAp@K0#HOb8YA^ zTkxBp`^S+AIH4|EJ+K6#$B)>+AyZ|QpztqBo@yhdrhtn6pZy}s9)4w(%@}>n zPH9_s_%qXnUt=1V(JWe4FOkEl95^L^?~!-xy5US%>k=CllWtVU_HDJncy4I5GfK9z zoMUDctFrFWxvv1dp3B-C#b`YTdcrQGDH>Tw&+v>CFWYWWSG{cfb*Z?Zwp*xkH@%B} zjC~n+#%~KIXli|7W7tIjdPDKJAed&osjI&<^WFQy!rM4Er6M`mrlrJ@XoAPXdX(zQ z<`Bd&bgjUNw9*=0-q>hD&B9>MUAkEjAvLYBlyA)v5-9>)L5x@wrwLh^YxKh=d{HP z{;BGynq*njAZ1qY)njUs1k9{T8@_0?_Wb!tzccl(Yley=y$ozrs!47W*XtpQlD5uC z+3pJ`B%$%hWmq|Zyp0b8Qm5AsyV#vdHk8EaR2gvban#DCoiJ+C^`)L$4=6Q8;2>KLIG@UGgmrN-dN9IsJa1_CE z5Fjb8Y@YA%8)}xY#lqdZoMYJqgrPkbhSUO0~AjJ|}?rVx;J{~ROiBhT9`4{dR{%R!NHYvNYew63XxUkppsC)v9 zKjLnaHXK+qV$=s2Zaq&xCMBG!BWr+fkTu@)IVK@zc04p=O!u7T&+rkJ6V@!3h5Bri z(lG6$zRdTxR0}UX89;$Gs33+$`FB-pI+|v0mW00UcMK777d%%Wb0JM5CL_z{ZVSJ> z;7PCA*W75(lCq%(x-o)|)b4ogGfFww8L54bS1v z|F?Q=E}3SRWi!utw_DWS^3m7P-RlEX`}K({pV>bs#K&*d6-}4EG1~e0F5ZB>IB}<2 zI1=x5qx|Ytiuj%b75WHuwF#kjQ9MUs_=32}N<ctbMN1zPdG_Afk{R~*{ii1{)R@l@)Rp_v6#dIl1+ev z9)7)Z+X_XaDzBmve8uw;CRg6o$Q^Z7gq2lte=Zp^sm`w6yv5_2bDfPji-@+{tEWLfG5YQ1a36!Rs)chvst`d4;2tEToT5&PlZ z_bLgE|GeSL@DvVjTg$|hTF!nIcw;KCbM+^VwrP6>c_(5XiqhD8sU04%r@}rI_6utP zJ@w~Yl^Qg?$-Qu8{c_hE)r*h2R8`;B-yDg4UbEg)qA*vpuZr5X1LiN<(X?NyF4Gdd27+Y@1Dt?ZnvV1~clUQB}98(uu3@Dk262!g#Zet#F~@I6-Dt@qu;P)ak1eB#xaqnb3ch9X4d+ z4QnE5{VP0FfTh2?9fKV*zTE$#p}Pd(kTa1`8WV5gRD+RUENgzg*717Pljdm-K{oOB zmRF}d9{Wdq(-2l;m6vaq)4QzxE0q@wZRYgevH`AV37oIL@S0Dve_>&&A>Gvnxju3s z2?xEJs^q#$qsa1`#7(Z$4zw;n4e}ItIXE#~N?Iy~D~I3UhTO|Bc_UjsV9NL=1SO`D z&9LZs>Q1!={oRV$Hgz?JQdP6O%F_BSSF^9eg*jb0_+nYuXHd|!=lD<97hvP30u{(5 zl_`V_ix%j$z=vd8L6f$!G)RD_+PZDJUTh6D-yB~o4%-ZQlV2vU&Q`G38&Y*(``%Ko z|Adq!FVxku@+PA7|F>!8y*bIDzp?()GbH`@gxk;HFNJmBsH&iQgsv`Qj`Zp-A>EMI z3h~}v!(&|!Uor!nezP5uhRK;6@OKCW!F1MlXnLAx9&1X=VLi=*TZhtGfc z%1~Rr+uBwCZn9Av+>THpGXvBH6E!q*Zg3Uv`*dYO@r+MG&ByzXTb18YU2H>vp4@0+ z|L?|ulUF0oi|l4TJs9B_)t%kN*7jCKt4{yid%$S6kV)_aPrZU?4dHfY<=gFYhE4Bn z7a*`4Ky2X;C&hoHdy0*vd%Y){^v9k<0ixXqH8Weeo(4C|jbB@LsVR2LmA z?QkWDT{6hy&I^d}ptW*@Y5c0?gz2 zd7FHwfPOkobhNzWU5aHFMu>6IFwIU6?m* zqa#xJq%%0n}t8}_Xd0| zkr7?Vj~R59c@{P&*<08jaOY@;gC+n_kXo9d|w~b zfAo2=Fr@BIGq>{Fgc$4E{BU9Gd%tRm(Lew7IAupq>x+3AzsxoW#BiNBSuTg&O*}UI z%)>dXkwTqXmF}NaU>2>6!yf)(c4s`6lrboe6mhd}HfSYm{u5o`#Y3tUocL19(r^s} zbNo=m{(JrCYpI2wMv=6jlUtt5SGa^#4Y#1`H+^hbII5gYd5i+|m1h(?Lg0|QI}@hM z=4gaNL@_jp@qIueb;0$iF>3u0x&{4P+J?Ej6$Ss!yamOxf+5iNPV83hyu(7-inZ87 z+gP>RZ6>_p_ zS!eh9U5B0#S6{o@QO^!Pqs#t$gP^Z1yQr?#)nHd&)$e$07a2lsD+OI1?RA@Bj?7&C zCi^%{85J3tQ6)bvuF=#^0#kSwvm8{DN2phM)<7COQ(mir$O(tU`3aV_)JZmw!NW>) z1b7SNeH{J&^>&?6O{H5~QO4^qr~@jFprBO2h#)Og8LEO5X-X&~MS%bjLJ#Bs7DP%Y zQbd6fgiymsCrCgAgVX`(B_N>&NGKtJkn#oZ%-or^=Ki>A-TUozew~%|o_+Sa%d^YL zdq?I_&B4I}Hl5*ibP(pd>vBZw1>z3`A4cXd(4s(KM6E|ej(@v3O+Hx_xnj^bE*e6) zO{t4DpHAb=RKD+uOLv_J6M%oqJ3r^}X~Hh1`<>tmf1d36%<9&iwTF2m&s9U3`W0ze zb*z=Xw3mcT{pp5fHVn{WlNjE8jFGvlWqIZ{%#kzOIx;NtZa#0~g_gr)b)Ngmf7BcHCnXhJbd4|FB?iW5wI`vd!@j9?MGV zQsq!Il;S5|Pqw}pesC$-AL9lZm$j}PFTPnzMedZH*xU|0A-sS!buUdkiQBo_zsvYi ze>J5|m#Yh_Z%^IBfKNhuHU9AFiw_bQxsP(NN-$=ovj0B#JW6ybOO!CIRU6Kyc@#Kz zK{&eA-gSW<&wOQzdryh7pYj1q{W3lYe1W2xvD%PoLY*dkOz3so4zyifld|NQy_>Ge zu7U*DHE$BC2r%M~>a|sn4~WSeYMREEr_lo(FEb*49H2lZ@coibF#$K^^BI~$HlJPd z=T0*Bm!HjrCpv-J@m3MIFM2lt;rvZ5eAlcyuKJ;^j#%#~(&m%JcC5`EL|mt$io`-?J?HiDKI9%2IE3f2x`e_T zRn@3piKoC;_>b%?mujS%$X+Qks5g928h9JYe%dMYIRj`vle;^=x7>H$GcyZc{rZFi0eppKtsOX?$P!A1h4R~CFW4|X9pl!^ zD0#Bwa@*Ku4_>#QTL99EC=Dg!yC$EFY9w-7hi#SZFS({(ssjyirjKlZ?u#n>5^lS$ zjfbhfyK#HpcfF~m3Pu%%0g20NV}&Takz>rL^+WO0OoSL4`h6ho~bC5CxKOH(3+ESz`QA z87kw@dzQ{pEGX&HI_=spb%ya49q|T}bygTucWi6c8ql5~+FV09b+5g=0RrU49TIQL zsa|6OKyE%^{ zfv@TC!y!NMBBVLaM2KFEAR9(sc-xf&jmLHgmMKGK-fdX_x-e(rwSUS(Y)Qo&-ZnMx ztLuTuBc`Co6;T2vP3G~fudP)Qf&5R>qkW4|k@sqb<92dFN1h>&?Easn`F7#6sQ|1F zvGS!V8ilGqCf65ji<-LVfL`TBF7Nc^ZB0D#y|)^=K$O`luMltve7CGzlYq8|O@TX_{mjKd ze&zWtQ623~(6?_^7InIGStoZfkI4$nF^ZFw0V^)y1a%z}{i}DrpXtCEmw)T63w(OP z!)_~OFOg^Jn*F%D@M?!lkJYE;1?wf}4r7Iw^)(wg{rIy7I_(xmO@{@m%A*)V%gLA} z10UIit=7A5Fu+$$_?ds76SCV#z{x22Y*W@3SDQFiKBxNQC5TL@91*Jioy+kLn<*KvQn(YbjBePG`EyCe~!Ij@@H2-~_yKd~x4qC2zm z3F6lm;H;dY+now0{rsHGj6j)oyTr#aSyjqEHmCqwx^m~vElBwO)c%qW>^65Qb}aLZ z^r2rI%uSKSXPgXGq|U2bq;SF7;fGvQt}Jl8<<8nxoK8IxeL#ILWIL>nDzL4uN=Qve z_NSFMlutV{dU}f|Ot5FR`^o&cRLUy$HXh5ZZ5Os&c>Q5&>S>se(3n~DuwA& zfUKAR(f^vcrYQXGp5tF$KM)qHV#o-SpgeE-gwrm{FG% z&xmfy8C231Z*@OP7q$0J(uetVJXsIywB5S7664Qba|@ym$w&4zeILt(|LzSu*^uye zAx%xg&l7Z2=)k|!XnneEHyFkoiNiR|a`NR=54pYI^<_@Og8=rRj+WeNeewrl6edpO zt|ZOC#A}KNKz``TCnDLW zaqoUSA7hf368*iT7L{V_Z)=tz9T-q1A_X{Bh@1u++~&6Iq-CX!6+ST=Ft*qi^C9A> zHnx#`Be%gNisKjRzHvK=+iMyi69J_9k!td*%z#wmLo&tA?GJ>1$EM{%P za6*>C1t!-Ux9XPpV==+qV(p#erjOpl6n&o_3xsP+3D#{~Lblg=i*&PbsPF1cU@N4- zz%WHY()dzdSYUUSUVpIx^*M_2a(yFAqVl${UYd1^&!+1D9wdBv)v3XJAOo9WjYC<9 z^y;0$d+g3rK`*aN;ox_P-fDlP=@LYB& z@+onYl+nPbSkRPgi+EYM^69uXMX6ai81Y)g@Spj{mHs*fsf+ZIj}Ac=^pdI1*h}|b zV-{ha4oX6SKCG#IUQBj= z%U%c)kq;3W@)g(kix!7fk8wAfc z-RxP8?RMd&p@51#hPZJ3b)&MX5}D*m2hYZY0ryrf5DSS)wr%OxtqW15A4}$sUZd|$ z*fb8DO?yT2TrrA8zFJAdA4s{FF?pJ3d*mw3d=Ak>5;UTXH`_ITy6bf$gX=dd3@U^E zKt3w7F&xU9$-TT)?&L0d)+cx(U_eJO2{-*P;1VE_t66l-rEplqm=Yd&*jepN@|Z|MEjlI{Zpg5uLn}Ci z?07z#e4?5n>Zx0t>t6n%Gw0f#yFtvS_6$d3?ohFF8r%WLp!KuGu_OykXEtVQa)^tL zI$eRy2b1G4R_~rzoLJ7z{$IrcZ&n>XY4GL-Otaa50Kf+TD@5JIcVYv%PH1kf;;S+2 zP<941oD8#t+z+|{e-|-TrX>!}EOv-mW|$g2uPm^1OD!CeamECLbit1<9y&H9U?Dhq zr&+r4kMi=qkpp3n77a2pAz*!KZeC|6Ej3i`D*q2N#Sd{Qmla#fB@#8RK{Y<|g0X;= zPud5Cno~N5zzY8Q;nJ>B>UUdTSwO1%CHy}YcBJY(16{wSBsJ&h4!jqG=eh9Q`L>%^ z2Pq*F`9UAX7qY5BF&E-EI&DC5wTkO_1}wys3SbiM(jn$z^n1jH9S_Ya`5?SCp)z!sMqgQOBxNnE4^jwt0{EJxT7vm^%>1`7Pc!X3_7ZO+XP zEDs9_;jehT5OSMZn9#%e?yOj8XOJmn70|9T8t0lZg_HraG?3;!i{-|M_`@P9+%173 zDO2b;&Lw%|2l!W(l>oHSOz5PZ)wWiZ0l~89j8&}@@><_fh&VUPLAB=lY9L&y{#lWH zVHtPF)oheFaIrA0x1iF#!DY@H!So)j&Fal>&^*+Q&T*(EMQ2c=$`sQOtzB7!* zVKtK48TnClFnYrVC2*WDlruYgy8ZA4mV~87`cOq%tG|{2*hrjJq>{F|#ZmJu=v6#a z@-s!U>F}|d&=ONMZSF%fwCUZGjlR1b?i+gp<|(j)nR$zbyr<{b&*CTK9{Kkg*8)evaP6~7Np3O4XDkn>wY6}ME65xwOlSx+;iPRE@+`*pn~hd0_CAe(ytsv8 z+{gtz7wuC?#Jz`X<>J-S6};2AG&?id?R6>mPg`p&P6&}A2(lg zbb-y*X8I0VtyH8`F%ZR=Y`s1}$G|Y4U|I6hX_jqAKsMMYrh88lKH1q5$C_R`d0Hm^ zus&zl^L)Hcwy|qRvDS*EQioAQX?~NoSe5hUbons;myA4k0H@Ta9|E1w^Qv+VUQf+f z%mBOESs*$Zyi8uYVvOupTurCf`h*XV>lbK~joQ@o&e>XXLKs&dKxW>APQNHuBJJ|0 z2VWq2izYzHYzwWnA&LfNsVLXFE}%=MpgGT}w67Fz*x4-u&mTE8`bZ7q-i4Tdnz#v; zYSKpcT4(I8$_Dcfq$}oL-?gTtG?dk1wFV++N{y%iDrY!&f diff --git a/img/scanPerformanceLog.png b/img/scanPerformanceLog.png new file mode 100644 index 0000000000000000000000000000000000000000..c61d68bd3b34e745697aca423cdd4d854605ab23 GIT binary patch literal 95496 zcmeFZc{r4P_%}RKC~G0feiyQngsgEF*|U}`m7>U=eHkUjl1A3DD}x~<*_SD6C?xxu zv9DunGtBl}m%6*%zvp<4_mB6l_jsS{IPN=TuH}1v&+~JB&d+&X6KQ0i#dz%WF$e_0 zcuo6nV+e%qFa&bAhmHpL7nj~6$ALenJdL$9AjMtWi@;wFJ6zVk41tuw>4|ra0DnK~ zrhU^B0y+N){EzC~Je*VuSjhXGZ^o5He6 ze#(9yhJ9sacjE0FNRQsfT#+7n;dk`Kp_4MVX*jR&pJmgPIiy=5zIo!W!RR!w z$_cL}Ts?(Q;=MZJwG=JYfbWoE{rkViS)AYf`L6VNN}(+|lUfkPa{NEXOKyk3Vr%PC zmRKSp;=jj?Y_0d|Ub1Q!V1)gHAH{a)_m5deL;x%9AL{hRbiaQLIhn)q`$vd`w!l9> zTE=Sp^W#VUKUaHj`54vjf9`que=q$1byGaJ24m)9S{^K6rst4k=uDPkhB5JU1Z%3S zOrlV@hM3_xKTie!tp__?z)G`jo&(*dC$1IF$JeET8)JPf=VZRawR8vF9Jyu-{OWVpV76V0>r0*2`I zviJA=^#XZ+aNB=<_1(cp#eZwTZDpu*rLs>mkRsUtx0~xqPbHnqk_p^71X1?_eecwH zEd7{*c*;fRk!!ks91a}`B6lY0{2G1=itx@_E7P5d%E^ev?xy*ZThIL9v_ZDDX4S|T zx6scP2M(j4P>h2M@sZ?AZmP?NH#Bn5nXj>BvJGm@^CsAUzx9anKhqRF8~3)Co4&u* zD$_M&HV3T*a{k&|*6u_bQ6?p0 zC>QNRh7yGbqCr+@0?T&tB{|JN=U6@x`xe7Z-B#-Nxf=1PhJvD@Pz9OJMBxu#_^e!19q&&QAIW zE%^7E6eNq$+PM~mcenB4H{SouX>0DCk4dcQo;Ln@0p%+i)7w_8U_kX*9UVt0eVph| zHciC`az%98Kp^=U;4XS`z!_FukD@K(FTs`0=q^2&$<|gzd5g@;xELTXD(;_5R}~A8 z21};A=3Wnj6B{x``+73*mWC>>ckjNIEaql`;jv{hWLNR*Eg#D#PyT&UBOm13E6c~j zAdW9Bk$*7>E(xd#Pgfkna`V_AKYzTR1G~DotatqFuJd?JdAFUp@0bqs;{A?XL*JX1VUQHvKr3CoWd*l4SmXI^?~#x>?;rZ|>07T_26Y#^@1h-) z5~A+E?48#UPpsSO)g88F5Kp2>lCqt+#SoD>2;6`K8r;ZYHvDKyq$cG_vsAn;tsc#Z zJ`I7}Gunxf=#AbBHcQ%f@)#f3xNnE|_Ct;}4fQ=dT<2h1U`6#KCSdGu}{7keV9=Xwc~52;futm?D3u%dNRU8(Yz zoJl{4>!RD-QP&#}K|%Maat#4~)e5Z4i|!xzu}BK)B=*6o?=apfVl;{ZJ@;ZxJh-@(plSmp zQntCJ4bl{_Ic?S7G4g&vR>$C4fvX(6(N8ASM33{0_O|giOuqO#rUt$&uy$*4n$58C zy7+bjr6?bK_UWSF>t2kWcGi2*~?`UK1w>{_lp+qOiPHW+w+A?@O z?Z#3BR5liWDWdzeuL^Rt`Oai6OUsnm6Ky?%n80!G(pnFVhLMtHBhnz_Z>aTf~nMDXbG}nMxLqF zon$p>n!sDe;JR-!Z0$vr4Bz-mq+vn>9b~ZvRu$v z{M$zy+;!j@j}oe+kemDfAR#E~)K3-Gqbr5Ib{$!18T%P5(U3Fc>G;j3_%M%h0tc+1 zToTIzI~~@~fsU2s#SSnSnw*Cse2PtBNZj6_7R(7GU<`==EX zjW4l1kHkHc!ypi7f~{jJiL--H#cP~NkHFlTwWAG;#a3r*_d4BA+jl4Tbw~|x#)!W6J3an#%Kqn_k7h7MQfhJsE^lEO# zgLJ)wvoktg6U4MMZTkVcFY*hn5VpbQ9*2V^(8+kDz||rV3#)Bt)%k10Ne_Z)rzjuN zS#Coc-{<^pyA%#LEa)+Ekyf(8VQ)8+M8;traKojDC0|N20cnmHjV>v{Tb6wMWUeo8 zTY9u8XNzN!6>WEGZL>tdJ%Du0`HV~LN$jLVzcQTm?O1?c9r%>C9tT&I=rn3} zzwpgXAe$J2bR@sf5#<(RJ2F^yD)zKDgV5}b#CGMjHn(J=m;jrYd`SLd{Pk-EH&54$ z8HuYlG)YK>g($FTGp0`moq~nCLylAAnHD=3Pot;#XlapCc4NWZJ^uU>CHv~L$6^I~Q*gT`5_g@b49E0i z%gucmlWvi+w>Cn@U5G)8_owZ+q;9Rrotm8QC?X%n;K<=$kjv4W57yJ-E?KJ=l|(*i z9<}nfZiy`E{>-M`am{)Vhyd(PTkrk45;6UyO%YXQn)7LyFbE{}&9BTWWo1G=^yCDp zP6{XZ5P?ocBAxS2;ACtZh#nW^a>Q~*G}Omjh=-J!Xs3I!Vgb}pgWGoGNm``o&|u5Q z+WLhiq!L9d)v#Yyr;u=zvf)1(C;GO zfMb*7vi;Ftm&s;Zp-`%4WDq!!BWbc&aJdETS@BqDHluA@+UU4!k^tJ_ZxuvwUhkj{ z0=;9LDM76w)U*pm(CmJe^+9H9A|gY>$qic=L+%7b#m%%TQeSebdlf6{orKDXs-v+BwShY}=XG>DA|iev4afR{1z7I+v0LPhG=UR~AUIXW@vM=?Q9C!HoI2H5g-5vt6wo&}FHX;1eh zak-f9salAZ7ipkLw(au|bQ}Z1`aX=~Pe;QYiU{$dH2ua6`8!|M9W&duS=6XSMKoHv z(RkOFcwA`WNN`biyNB_SY+oh9C}oNaW@8U9#2!TG(00w9K%FYF7n#*Dr;X71!nk$i zG4~<1hQn)^&OwE5!w)DCTw-#ci;ZID-Sz5RMAR?*nM8b6Znym$B+_U1HFZ zM|o1cPNhj2+5GD%ZNLN!_O<0YL0xU#Z^#K^wx%X7qBv!jk9f<%t;wKL7IxdR{yJ4% zM8&Oc4fUnq=bQ_h531CdsUTV0`=!BO!Mm?5D=J2sKU)g!aeZppk{`MjY5QrA@SyB2 zGD!R^6ECgtH39yU^fWc!sGajt1dFCg?5Mxtwp(paKizIvDali2KZI^D->h3Mp)*-M zp6&kNdQFTDO&YS(tgOzvv`_tE)|po(_Y+=OWZq>LbA0&-k|3li<#fF!U4tfI5>de^YX!fyq{tb~PKw0bL~dM> z%d|kY74$;2`ZWvAnMjtNVzJfgXX>Ok8{^Jl!u=^ zC!CqO-o=sAe_MDvSf+<1ckE?axsJ1#D_nQ!97!RND=N;QdMfZO{E>co#o1tQ(>G)M z6{sLyzl*qti>%PAh2DH7qeu&ZtT8+39uzWV>fe=2p^ukRGp^9;Ks&wKGV>Y^OPwVb zzw9&{e1m!tENDx{`Ru;Zf$_WlOsokMI7USh8+ZA7`xsR@!v*8Yl9V%V>CxW-kdF*~ zNzQq3srX)4w1;tMn*s~Qa7lahGs7K#>%>>K2{w>*rC3?{Qm>*oT37RmYm;mBIXseRYVUP!Hm!BMs`Iu&=@c^P^g?~kSd?%g zo1>#2ue@>Kw>GF|!kURFcGv9NcMQ_GZ$s6(U2y`!d0zvb7=@l`KHGRi zGUtOE?r!W<{f$gKauScD~@tCN)yx9Qxhj( zxAb66XW~pa5NlTpE|@GX9X*14n>)Sw&V2FW-6feX&VAmrZwG>+a88S}drCo9E-$GF z7azJXh9>w|59&M=m3W;asWjB4)L>(R3qs_jKL`hT+Bq$-xEJ7{)x_$4>y^4BcFpnT zuy61{-{i>?$#J}**mEBgw4-b%+N9>~3hIlFQEekwj9y#PbRz`}>rnLFB*%FFqUQTU zg!oHOZ3KSSpBXY~0?-eGM$*zK{jGb=+E${n-V*tltd29Q{_CbAVoB#7*Bmvt1e1EcK8J>9%#tG2c{I zl+!*pe5?g&N<5_EwX1=ij`u+lM46nHvLDyVBr*xocn;r14)z!^W)udI22#k)Z{>9< zz`9hh^&(8MI#RYNzHCl{npHZ8V!Lz4sE~rSc6(e42m?7I{m4gEYtuTblPF3~P-LcA zf3XbUZyeprXF-Qx^J_p7Z;g* z(p5`2@$w@1vR#C&5nj#vHocViphQ#xN+_X;}W=KvW#J(Yk>quf{ki!(x3(MsW^J+5Bm~ zP~w`&(r%ya?i(A7yr$qp390BLOJ*hMnsx3#o6?%@QrWwaAC4EA<^iWl*sr}!A~eZ5 zNpUeEJh?eE_ASUAx>lWLgzK^#|G5|q^&pYMrnyO(>p4@4ZZ=09A zb}ebETTTO2u5$jzh3gMR$MgD*Q)W9j01kqfZMSE2)vbo&TIQXh#>vQStU;nZnq;xM zbDCrsJz6p=3zYhQfjKATD$%1VPHIvYKEeGUEW{DMaax+SRB znVm2RFJNIwK4WMNU6RpL@ma$9eP19{8P6tNF7YX-?lw*?ncX%km>7-8+$05cwNAFQ zDKx0sp*JNbCR?sq7xxB5H4zmOBrb+$XnK zZ6dGV@j!^@o}jfy*ybnM17hK@Ey^LQQ!hdpII=h9)uQYwdGbMR<`^# zJC=|0?gXd-u8!O_Yby@a$vYxuqSq3oz?6e4<;<~x$zUf9XLHC6No`7G!h3*DnzM0g z%LeiSil`!3cwIpFc-x0-gVOwTmrwZxh2mv=QfwDm_qRnFJ&8taB6Gwq^RMMQ9p|?xK~ZA*K*XrpMs*sv2OyxVly5&G z=H1`sOibTBZA}*;m<{9|g1joZ{2=b;0>mZj@w(AkCjtFSP-8Yw_P@Sw;3am~ngOCRLPNM83I<5W^snlQ^hOTe)e9_6jNc@aNUQg7(@!EVJ zM{NsoFiUtl%++0#XJt#ir(}kHhAhcvg2W?ymo~!A9o{PW7h;ed{Ade z>~;3Bo}ge_->jowP-4Nn_j37G0FVa@fOzjX(NaR`TRgO67Q!t$Yu>$pX(-si=pt+= zSQR^IF|mX2G|u*-AetI(33EqEJ&a~WSxMMPR`PEneBIHrqNEQBWa}|_ACktnsTytS zZ|bp>j{=yzd~BZ)QXw&_QVvKVQMAl{{a>i8KoAJZU<5$Gxa4*AY2~)5Ym4{qhVRk! z_Z{y?s8Q#s#B%8@H$21MM|#cuj;tnxJy zL82iKC!Z!oBD~VUjN&h8TL-_t5@o*&mJ)0rt}W$m<=5a5{zPJuas3K%eCuiE&NX>JneIHRiL>$J28q5@LviF%-<>H#bMO}T4(jT*c@qm zOEA+KksOKqy(0EQq9RIcVwEG;B?t*4nKyi|)ywxSmpSuetJx^yaznUXkJ-2 zimU8H-CT0FHGlKoFsysevO@?v$v8_Mzu2>=1f;5&io9d5-T6dCip}5bMnSfZixoZ=ZmDYXnDLq{ zJ~Vox@RMuh;*yA0sxkE!$Idf=IKZ6q-W7rL5jk`6oblj~{4=$*#@(yAHl8wxff+4> zzEH~5{QH^cWydV2PqXP>ur)J+G7(i0hA-1`wGC8FBKUk&rwl|JCvz>-bgDQklQ0Rt z3g6$}I%ZVG8)?hkCe=b$jHCSd2w2wac}9h^2tMhkjBlzP}$cYayadgbXZ8$ zB=Ss?9lCq^cu%R7iHqB5xMU3V8wEY_2?N9+A8kPkASz2}x##UKZ;P(~35^$ae)h#q z@jYn^@p3(X?t4th__~67v6idH_rS%S-42YzT}B|n9CK7%rW+|pevr$q3h1aS{ zj}RK_vf}ZD00Z~UOmN9dq5507odTc3Oaw#w9Qh{qowTOGKT{GAuYKFLDoFfm21PW5LL%-!aW2Qp0;~r~jfUw<3(&fI`e8+Fe$6fnE ztOqq-LzEpe3Q#KK7X5+;ft6OMNut~pOD=)+uC|))1@e5oAKlWH|5&LBV6JHCJl>Le zjRMYlx#6zmY{oj3#{r)eT=QjpL0#>(S-(P_ zV=XADv=VQ?MV~}*B#QcUVKhW}k`k4URdROufxGF?cIb`5%)6QV74iw&Q0(^gZ^uip z7n5Ct8<@=sA9I0u1AV({;E7k@ilbt`M&LX2w0TXvWrdlcd+f;M{PiNt^(J?~U(0n2 z1NAy2^lg}t*?!Q$n|qZq&ir(oH^mN#r zoVDcM=E3FL;eALm6H%TNImSce!kK3wl8FJ{>T z=Tr|w_v!NSb4hA6r~TWYY6-zMts0lHPVy5{p~HDq^?jQPHf?UufmXsfGFM)&89SQ9 zKG}wLF1R8A_aQ!tgxjeYuR2T{K|y{h0w&$?zlrBBFg2mq>n>oU`~8z39g(&-+NSiE zYL;abB1R*dUZPjq7+Rd2PGX~%ebqEeeP`?gdDu{7^tw3tolOZU|FJfk$?DHsGxmwl zY0_~F1%IQNQtZWVA?mf|!OimGY)k{3GZ?!mp_&_pE4?v<#3A|iSZNm#C1v;#Cm}3J zc|uF3G}gGP1ns6oew4#p1zQ4@nyCHBn4S~p5CpIt@VOkUu~vg9?PXGP5ut{i|9o~!k|zad!P+4VIHVKi&0yvn-7>a& zr=ueafjK4!!{0!TgM=iVcSkqJ(>T!d#k>@~-E4L`WbgI)`yJPS)yV?C*7-G{VSLeb zBCvP;>xrG1mzS<+1_T7`+`9c9y^P$FJIQLn2wdo&wamxqN-oMOM^kvZoAgQCs)6{N z%@id^&Ly#=*HN~1GFUGTTPW~(fPVx3&zcptZ6M|dSXwED?78!4+O?ec@k++dz&~A4 zf)?luGlE+Tu{7Y$Ni05bJHp(SRoGy~lhR6|S#lulZ3o%dg*_ViC_xH9ovN+7WT&-ZKm1pMXy9Zmwv!Tsa^x2E_K`Bn=azB*b71BP_&t8vy{ zeZ>09BoCO5Q5iY7e^GVlN^@JQp5L(_cz1KywSX12RcKMd^dnbask8_^_V|Z>eG}2~ z!rjzgr>T1y(}i5JLMF$_B80P6VIHoM!BXTxW=f%2f^Tl7L519k< zzLy(*eM;J{_4$lj{fNe=Y)zPfDEo6Br3xP<8IxSS#m(ARew%amlMS5yJuR0768bT4 zcS9P82-T)7^i)83SV-?w;8-xS>K&AOfrDZV#`I{s+`ms|LKkv5LU);ixo3J^P4b&9 zantb_l{>_?uAcm&7YcxpT*&!j}J|Del%Qp0-Q&G zQe45k+Sin#K97}Z$f#mQq7JMo4|qHlcmbB{w(9(2pR*>AwiQu8F7PfeBZ&^BhszHC3~0FMx|!FDK% z%2DDlTjnNoYvDVIHyygrlRbeFA(G+*bw5mQ^#cz=|KA50(D+0q5e%&)g)%zTm=<+g zP^k*;=txwwCb0>|?0{MY&2jSJ12KTpegU*(1TawtME6f!sG8HjJ8%f`kyud6eG+}L z1jC%e*H_0+N?Hx2rn=N1yRQ>v0Kn*yOb0DNeeeNj1ekEqu!a5^M6yjsMX!bUvF1kg zrSnMB5AUF7Dux+Az6>5&%3+XG&(J2+rtvyS({QZ?IFHgrzui~9&!E-Dmlb1%=G^|7 z)ZI5jdwFFg48Sy;y-{-VzV&t=nEa zlL#0L3&yRAQ-3V~z+B08k~>#i zDbMg|mQ}G;p#P1s<%yLzBei2x>Mr~22iUJ~LdC~eEDmckl4&~_mmAobyw|=}91aEG zawbXR*M9cs?eI**Te07^`Wl)i1hv^KtFlyAj)C-rYCvLd{dQpWvIsHige0og37@M9 z(5|ZWe$KL{Ov9U}40cBuh0iZ7-Jj|l>|&gsJTE}(4nU2~dz7-VbRLnu@t=ozvvq-r zV}kr`odb$fuW}ifgqdw>g{kP0b?KHV{gHJI#4~rA>NA-pQRF4Joqp! zt<>!K@wG?GMqFVK{>tCJ9b*4}bNibx&2I9z&sF>q&K`D6);{co8EQE1u#x1r6Ggu& zXs2Z=+5|(NOvKl*j#`%51$#68_Zm~?fdwJan7!o*Gb(fx1o@ewK3uv0rMJuNT2_fs zAImVI{qG{0R)GyMc*o$j=v5|W!=7b@cBE3Px^vgHn%~9eyQk*|r>Ed3Y&BSug9k%p zwP9eMj~kTywZrhZw9#FW+bcLIORJ=^gjLzy$KLwjRPMiPnmTF7Aw9R_IuMu=;xSw{ zgL;N)z}A1b40^yIO+V1O{^J3s4BUEhomO^%3qz}t!00Yb+ zWB){UcvDjSa${Y^V!ajyx>@1cziLW_h|FWEa@?5=ABSah7IT6_tAAWV+7$2;#^{XH z9|2JzHx8eh;d3GQd%UtO5zp`m*MP_!M1Ti5#dcbat(lUHvV0`_%oFPF7sqkJ?U#e= zH}*E*&oX((l2?zL0v+ZLq%S%FLOolgrJBG!Gbk%XdhAo-V8nCK68<7S zIw7Vm!3!wZwwT)K3E!>3IBKH*Jc6gNtp3>&P>TF(VLLHjGgfuWRKoxB@xHtB%c-==f}bimf`rD(wwN0$w8(Y~H*sR^mq|vm-|FG_ z0+{||>U>k+)4d#P3%CTxp!nX8_Ya2K8rS+!uerZ6-<}aHH-LAT<*8-llLoG{&Vr? zkFW_4!*aE_-%BRmTg1T93n`lZJsF{oUCBRIk~EwT_)Ex3k&F{RGxDHry&_Z%wRn@M zsaX`qj>;ZaJ5@l2M<9t-!o`yH)m%+34qI_Ac4^8IO8 zd@|oT%El0_rmxpt!03}p08jW6be39+B2>jUxAN|M{{RmgFNDe}D)SYr+}yBjTrHDg z;?S!m{C$*vu4Y#%oM$zCcp`a0k-M>YGk#PoRU(sNYN6{9wGrO|P*iW&t{WW>&;jg) z`cQdT+7p}kOinCVo;z@Buvc?apd&m$jmM>GG0JTq2ey|0=}H+ndGei~#N)@_4wbhd zu)(nR(`hUh1JC)XOktVB*Bf68a97FJLi&;qpm(fcEwhRb5OJQod(-dT`(0sO<$T)A z-(dV&<`n-M0XUJVnwwC*tJb9zhDZ7Bi7WF>BNDI=^(EiCGkr_=jkq63ABaqTHM9to z`N}K42GmB{fBlboFZ;`Kr`ic#^7q$wdY|7EW{2GEN+aH@x-*sW9(UWqo1Pzf(9!11 z0k`LYLuLQCq=$l<>2U4V+dC6Qw#*zs^Ii720rPHeM|8R?H7l773P<0{C zS0@DF%-XoYPLW#)*piQH+Rg45pjG9ypH#k>hV#J*(?i0njaZlD;Gce(U7m1e_Zc<9(K~qj3_!ybT+|8>VjTE(KLmyt%A7ZnY9OBvG zUFmS4`v|;*^(S%Mj;JH)DD3@kYD`THR#Qy-uTLr|ZW+!x4XX0+PWbY3FD|vaFg)iz z=!MigeiykZi-}XKF{pIzE@rcfV}wPwCVh)%WkMxNQ{oP15q6)$zP%%l4$8Q(i42Gw)GWpx3(C4)EGwe1&T-OMf^R z_@RBC3eQ66HHO>`@X1gzuAPcxG_yU+ca)j3@KyR@>${mOXqJ`twCC?QRj$3G4!lwJ zXAk?b2u!_}Ix>CF*`N?_5#$0L7&uj1B*2@B?0y^Oz zqh)Dm`Gl`8ZLwsK-_E!N=YQCK0*4LD!x`sEB^-&r$h#Fd~frTO)D%!HtN^=h009*pkVdr$9+XMZx* zl@}X_liYow7m+Kc{vZmxJp|Y*D>JTkbl$g z)tpM(qf_O}nnQc9_ZRQb4n11g-JoD4J-aqzgi88q^AT#17oQ~y zhxhE1?w>a`VF=@Lsrf5SZZUgC9hDTgI+EA)RIViKMc3L&>!EF+RQzK!i6XlzbW+yb zjk(OiuuaXEX9}Sz@9GH&ZsYGz%x{Ztq;f9|rd+FZW_GIN?r;(Bp*yhP9%Fwdn48;W zI;F0ocbZ^v{}XK5FOzS3%*_ZlG1B9n)zj8~;9|TGcK`)vY;aFlb|z0WR+z+tATer&8_?)yx;Igi~wkA274W|8SERMTErl=D11bLCW-y+nkwLJV0t@ z-XWc*iW5u1_f1CK1aut#(4~|CY^5fC_zjD9Iv;2@+AYnO0L0K4ic`j=H!~#}@(isq zxPK0cC6D8+Zq&{idDB9^sUN(64zO;fG0sMMhwybg?LM-AT;!eY?sw_cV$a6p-0?*2 zi9xZqLXVEgi;uB_@UnI|>-7PQ`}975kjP?FtNN@c^BRDWq6A)2%=-GqB>kW`@sR?i z)u}PRFj}HsdI>t1`=r$J_UO4);7iV8z=v{)g+VzNDNA{;-8>0-0Fgw3aQi zZMuw7pbK$t27kI&uV$e zO>QlrnT&QE87I3?_cidFBJ}Z11piskzB~6xtn}4y0S=a94f4qoLEZ{D*d%>s=6fNBGG7o0#hP|fu zhN%#OUyh5YXB@!APgy+UoQ;J)G=2Br`#BAuo17;l2sf(izh~}*SP=%!rd(;C3aZ}^P9TRiE%RXR`LOg99B_@ScWcxjb9u(m#Q+c)A<)Z1;bhAj zsExN%dxDt?NQluFgij_9d8u`|iKE0O6LfiwZ~hnGIVzp133%b)bE0SI;059T1Ku#- zC+V1_DD~^(EtxteA;&lYU88BR1f`}}S7Px`X7&E)WAAf9I_`k$t1E0gqLVUY$X>PE z&o85AC^GwW#Z_ug4`c@Sap}j&^Q*E=wt7M0|Lnw_&nbf%AXm_$I`i@X2%Rx)i(;{< zQFx}$X8>{y>*Zj%M}9MBrix({X)EkchxjH6`gtwRwQ)!>x{0HB>=n4qc$ZP$i^`O% z;MLL(UhVJhDHbM4x;t%(0*~-U9_ngri#G_aO|51Cv;lPlKpI5jImWmfR5vsC;{ePj zTqoC#?&p&`5X^ykGAj(oCwC|k0*{pBK>h$S(8i8gisDx*qHy~Ys3^2@=FK|JM~WFL zGuyr&pZ}6)<=P*RgYraH3-|xodxdDpNIm}ru{#4BqmBKZ^1?9O_E)b>TLz^Or7|T( zP_p_HotB^eA3Rr(mOQ(`yqp^j_4RdDfVTeF_q2h&iubp_Ic2{sQ>vYY&;W|}KPgC^ znyqUPwM>kM_rWy@ptpTW$4D&NMo+uK*2}J7oS{Ep1Q#gXkLn%jDWn;SeNL5#1wloh ziO@Nl!v40&Fe8vZ5Hm3!&^?)X8rYm^2Q|I{7sZ5eKghwN5oAWDsyR?%C`JNf8+n5_ zLh$Jgp@?K%XIHv?R9LnMzF>u#VQs$*g;slD7pH)VizRpiKOhan9k_}Ux-@^_SUqIq zfKM6;yPJjhHV5C0P`zCdxKZy(N%sF2pKVkXE`o9Sy3tZc5ri8q*T06iCP$~YItQMdG z(?WYn|5AM5I``ion+isVq@BnD>gYR7o376Q9%T4COKfNO-^P3{Ug@Ge1#rNgXK3l* zudif+XtuClNR5<|3KnUgajQCN`QhF*%tN}UmP~eAEh5F;?1}yFH5t9F$q>yd9j@P# zZ+df|4@ld4KW5xey?{^ws%TT%7KS(8&y}y2J7pR$tuH55k${40pt~=%Nz7wF586_szS`e@jg!3_SW4KBc!$1<2+& zjF&uYad zVmfJ{We}gVTmp1oV7o1OR1tZ9ozf+R~lgy z_*zgm=^pB#>TlPO(_sLL$3OgP(wc|_**II~3H~VE?KVMz2|#EBGd%b+{P{DULb6_q z{JQ8XdDn@^PN4O7k+AqF%7Q(jko|(#FUc+BG*BFR+?dRN6fmO}o+(Zut*>4Ic-)p# zd&2$sGzCHR$2o<<%Iibq1N#q@Jl|z`#JwGOgq6p67aqdr%eK&$}z;Y1gwUJ)`?uh<%ecq z04)3sHl8}arpSo_kL*}o4Eh>)7=>o49dERwTmp!-11Pq%e-18>%sV`U|A7!TILgxE zxzpx}17p17b$lj683&4czp^wBAp$;=mVaMcEtrUBO-9aXQ-D6oV)HB@(tgwV)w9St z);7sBH5&;c><>^hYa;2G0O0YttA4l(*7JRs2dq?qiZ$ss!>Fiq1LPs)TKf&b#G{+rFK4n)s2t#t%U1(sK^0ua2<<_WBIMi>2y8Uy|+w%ai5{8kH zfzW=zJBvRyn=*Dd3|BUz18f*Klh){(Wk(hFI^xSM*ZM^L zoDHBR@puDt&j4^Tw8{nEWwbHiG$N7(|Gl47xJ5+?ovZ8K+nG-dFF~Y;52c{3>Sv@H zd6x5Fc@-)X4w-yVM=gBUm_s9nu(J*b6s3ceVYSIBgYz|4{*Kyg<#N5piVPGR;|02Z z9zcH+{hbun*=I?Yzf}_+suA+1iKu-^Ex?`_TXKx$N7LaHDm7yBC|Vvj)Yx``gr$Z&yk6hW0rOJgW8hI!>vOQh@c>UsUe8$X z7m1NLMBMg~htUqypJt*EwKJDFjxS2Jz2NB-G6qpy@jB4#OzQj_XvM3!R|DTTa!<`! z^>?!~!$JOKq{cQ}y{EP%a%gOKrhMx5{KTXAiAq3t__OtcrCx?kY1G_V=EtaF zS<4x4(aB^!S$n;mA5UUodOU}j$Q~R4FJPcP#_`ox2xPOM+_Gl5>$tG6(pAiP`yS9@1>F`zQP$+h zhpu4bbYf?9lwdX2ldU=IngZl#@Q_CLKQs#gS|w1z6zY4EM9@r^m76*$h3K_#GiU6SBhQ5i}c7l9=Fj#QQyJ~eXl zEchiR;Go2cym0i9r|2I?-r1s53Hrdi1^6_Ot2r;&y>7Ap1n`SXvSGOd;N6yq+%>ir zS1Tr-stZ_H`FL(%RON$%@P(-;o~~MKiZsyiYDXdWi>~@SK84=?_;G>#_iz-iI|*cM zeWU_rlNdnv2_`h$V2ePB5v|2(a>&JCQ4JnvbO7e=ou0`J08o|aCm?rx4>$|8;^el6JQ;-%mp}8ChFl%KhzaKebcNVOuc0fJaXpD71C5 z0wC`gXUU!wyXpG6$A@37c!9#~{@;ojqF#T1VSh{mQjo@ITO2ic|3n4b25%QYoX&p^ zrBEzB-2DW&9c*6@bJ>6jv}($rFTG={Xp4 z=7p@1bN4NdDER&4ix)lA4Du{*2S|_j!AocW!UHHZ|11$IFFv-uJvSCzsluKYr<>V7ow2IoLXzddiWd~X$r#!&G@?52DOoNdX6amxCcXM)F)wfFL?z2es?V^Cv zX*go_0cJ&lj*T{icpxZG8LL76dR74!q$T#}B$-i3))Q9N5f6O?X$k#vfHVkJTleIT zg_s|R6X~=6B8PEj0c2lN1dxBdT8vkh30L?H6tZ3xXRL%%{YQ5?T?{OD#frpNV8i~? zb&Ysc!FdBca~n0X-@*U^47kzD144Y(9U%7A2WxB@apI)VnNKJy$$DJpRH3ZBF!*?& zVguy%FD`75Gr+LcKNA`1n%sUBE`^8o@j{d0!5OsKKefp^a25uf0~!-F$5krn69**4 zzHv}aB!&W^k65(CL5uv&LUe-zZSd$mLR=`x(G$=EG)BAR%eW4I(mr4cBl&+J1Eht8 zmh87z8hRS8FEEY)JfgbK{BhVy-6y`9DB-zwsA+rO43sww#IARSJ0*b)fYak}p zUWW7>=yIxmV;WNwFFcgyGc7meIXx&0S|U6wpb^|88mdq22VA>g01#=N^Mn9@nCaJ| zBo~+;!MDO2c*%hsjr)6bVR?AJUvwD)j*|T`x*56v!Uc>htXsr`ED7wYeIRtvIee>= z0jkW4ARF3`Bs<7$;0^mfV>s+cAYZE8B48T#YeZt62U&u(ai3(YS)_vP4xaS!Va7ut z9S1TH!@|#}HATmMNl#>5&vtk>y+h#q8u)x^a^(^qfr_G526AxlAmjtkApu%SKw+O! zS51Z@ea(J}u;lfCKPCYsk=l7*?@&mV|AA+`259O-TT?*ODn+?rNzJTI^wX5Y~zqKNEZbAzwDN03=C5mjLTT-bg6=hdhLe{J?N(gCESt47Kx@F&qktNx( zX33U4`@Re_^ZK1@y1VQB`F-b)9{pqHdR^Cb&Uv2ad7kq^We?Vt4_gt5EWM6S6#a^^ z+hXCs#njKjswxYJP%2ODBkc9X;>j!cKsJNiTbJ!}4XpNeWh;C@-u^l+#`gCm^W5|n zc>-*>hn3EhO_O9$5n;J8vw&`Fh@$KzOQ-K(#0CB#1$o2|d-Hu6kDb)c9NmIy#z-pk z=cP6Q?&;tCDX#y+%bk1}C#T#tTZxX4V%fxZ1t3LFCppmO+dw(8o4oN)!zGUwzl{6f zitGRItS3FS5`5`}A=;TaF(QFqK7BIdXR-PxEPsZ411hXB5hvT9qr3gGvCU-XW1x5y3_O)PG1Jev!=`6Ez$ik zDpS*e?|R%ekKY$mDPTlVBlI#uxA`i;w_UjI6r%78rZa6OIY^=CuAy2Af>)DK{q1ZF zozh2fL~TPlM&6~#^HEVnh_Ts@Z03;8Q}(W zoIl60ocMVrfu@%0)@1;H>#gfL6 zS`aJE;gglT$|y8|DmL^I5_msJ?s0Z{VHy5R?TLV7<06BC4^ zp)ipS<2K2$zcJy!ssECZV5ksTdU#yR1wy)Vk5UcU{*(8g-da|+06ix850E%;BJ#>w znQW?9DPBSGC}i<@0~N#GV&@8k(Q-}CS+QEl_0-(PDOu&q7L7}(>&;3vZQcpq zqz|AaaS1nuo1g`sman{Zj}dA0^&c2(}~XK;gdgMvf8N1QCHMgLm(eM&kQugKqrkmD_Gu#H zqt#`%)6@_1rnXt0&O8innSUQ(6MF8LmZ_%&#G|4phjKpTwVY~ob{q`dC&$(Q?#yIJ&tde zbg_4!d9)oF9KVP`}Qp#lpkGw#G59CX^cS;9fSv|`@p_o78rUSfJSL^6fu`f&; z^mX&`$?I&eJL(U1oD`FjNKF|&z*rSO$Ce-$`v;^h-sm#10?+^v_eNFe_A8tWzZjJN zTs7z~ZpyK1M3g|cMk`^?TlkssO6*x(KisW9>|RRyC%c3;4%BH=j<;D6ORm0&e~6;9 z|3RI)_A|KE5$~MF=}!C$)1{&B!q!K=PUC~SA_!!U4M+Y6KRiJABNEINcn1BbZAd{% zSA^~<-iKEdyK6h@j&2BDQG@bkSe!mD&H5_YPTRFfval2r#!KLjd0J-+t%|>=&3jP*r)ve^o^%$yS3pU!hKGNDMfyT)G67?W9yLOOr#>%A5`Lvn!i@lqj7s+oj1~q>|{QfFC*TQz4#Sf zST|qnnWDS8U26BkN2|^&7{~td4!@kWxBl=?&8Ly?eEDn_5IL5YJwZ*&su>b#|7yL> zNTC5coizZ6j6`qvN|^_QD!E=q-|2D58U2NX-%G?XZox9L$a-ytFfj{^%^3 z;PB8OMU%OVYonp~A9lj?)#9?Jwh+i0qizxQA`9u>Q;bUCUuYlSqpy1uo_YX*;UAC{ zOvuz9M9zP*mf7wYMXZ)BF4Q~vY{#Xg4jb^$OHsQR)`308C4LN7r)&~M)yOri@=2Yc>BYKt#Ex$*5~Mke z^l+HOdphs@Q^Tah=A1hS(nGXG5gciAO_D#ZSS9dQK zE|;BEGfkipbC$Z_z?c%f{77wo2N`^nBsQ-~kc8}r04Q8eZa5GBg#SY1ur$&aBxf63@!+QzG9vw@3n2V*l3XTQ=Njgtz%DcG1!?T>~d zMiu*B6w-=huREf&58Y|!?`hP+4(4z*-scr@gZ&zEqLI-&hQqsOp05quMOzZoH~m06 z9bF`tM}Q#ee9Jo_WcDO7;h*feduRFI+fJ7NK>@eJ+)yT~ zaT?Fws?|AbIc4RqIwJjS(aP6#DN&~0><=UN`-x?nP`Oqt8c3+_G)bhh&s|O?u^YT} zH9#vD4VyWO%F|Pe_hPwy8+T0ga7~gX{kr#!YI-fmzi#)%{-jPk&jJrpEeKzEYje(~ zoCP&u#~Kbg9YF0}Le4`H6oxjfRa(kUbu--)Oo6QjOR)n9o!qwz9qvp`6Cei0&IKlq zZ)Ifq&n=_fLlO;9c(IvurUAOte)op@y* zulem5w>9vj9xO(>elAw*;Qz^uQ=K}LsGJ;_b&<_YyVNM(vn%rog{yqNSVv3Itz{0j zKd`aD75NIxha;Yu68y#t{3D3@71S~QKNF5$Su{LbmK*>eqw1uS=nnLDpK> zzGX>nlJH@t4<`QMx34ig0ki#Z5}?89UG6B1&|T?t|G$XVHHUSB2z#ZD)iR&8y2ue+ z?H}&s?i?r;R_fq zU1$A(-*0oud=Emiaap_qka+5}FMgL99v96yE_dYN|BBv0Qbc@6j+g}p6sX;D*aR-~ z(xy70u)0hbi%%?lt~sg3-ZJ+D3{{fii{7a43)&re_d9B63q35qZ*c9~qOOd)o%?wX zn}4Gk?2f?cL^f;+F8Oco$e09gWBBEBubn9bYVziN?Sn8xNFPhf(4vErN0sVGdHthH zG&4ULf|;YWV!a$CTJE-0u1PacB?=r86yKmf^p4j~GF@4lJKWF(^zgzlg<{C%-Ky8t z`(HC(#?OuWmMCZ*eXxM!ES)7e~t9`rD^hW^1~E=W6`A<+gsN9Lhox^vQK} zNfwx>rRi?M8DFf4lqqyfyH2^UsG?(|bwDp3^_TyG9iQVNW>#-O3rg=*24Px;)3Y5> z1cAGQ9qM$7ZI)ok3L>he0=>4J#5gD1&ZhC+HBkmu#0mK*Z|xX{df$IvOUEstbe5>LLJUupK$l2!C}~Pz5GSCc%McSTFed1} z5;fiYw5vUShv1}^FdIhqpwpy8kVbjq0{=*h@@)RZ(Ia|XhGS7VB|xj3M)ZnS!lA!* zI7xZLsLchazBM5GkpoZliIRwh8xxw(uV zX(wvEu7o#p^*gQpie-Z;ZdLAEfDEFL;sem&c&}5yA6}o*_IP4 zL)3k)M|P9~%}n1P$aG6xq$&KClo5gU$0cqFEMc^G6+xe#ukSZ#g!fgmo5+=JFD1lW zKCq^E{bsGT+Np-eqxX3JEQ2+Fya&|KbnHA(Lm%WN5Os(sM08sarD!uz+QZH)w`3y6 zGIbT}pQ!xkoK&f~i9gwYqc5gr?YiF*U^+eZEo7{R0V;+MP9?Eu&_~9C;^8=i$BuV` z9E*wPIx0%)IOKOBMhsaUB063Ysvo2R@cFy0psW2$$tpr=cG}&yBq+>?DBi{}R2$K1 zx=a8`#e;JZN4-HQc932oRZ2pMrh3cx&muD{6={QY3vW2IkynN+Rbx}WNavs5P&1cb zM#wAc#UPdIg&~n_7=s6JFxPbD&nX%Gz(Zepx8}OCXqBHQsNn@CI9(M$^Z{i&ox5q; zFUC&K$C7sJhhzLgIDbuqN#1d3HG%cB{q7j&WsCNNcE-H-k)JEOZv(6$N{dmvr-QLKcsnDR zwmj*Mt0!M2f0;~mo4W`0(P?W@dL(Y^e&#WkQ%1`qIw02RVd}!Yef&4>5m3|UHf!8N zJX1gtfr~cTa*m#ym0V6NX~oPfb1C=gd?6kGOJT~nvukJ1- zc&>vI`=+x$H8m?25-u~)ZZ`RrhO17p#O-fR*noIBZj_cHWNicucNvlKm$`f}i^;aF zL+9>_oW&Yn4Hy=-Y`D3bpBu|}yM-C)>l^tlN^1%0<##DW^CWYqjOwv3`=+FP zzP%e)3eoN)^h2SK5Ez=-sx~UE>l({6cNt%hfq^Y*J-i~ z6^*}46Mnkn_wZErY>STdP0;6nAY{|~U>1h*DTDv?Kfyy^ho@M(cF;8GkE2f(?0tWl z1EJ9YsHXTLx(#LBkR&B;B^-F~Vq$C86Mrn-_G?J$KnsE0Nw@G|jm+3RMX%Wp@gWzL zW^N|aYPyUpI#?@LPoLOp?b078o$hz3i0d|pO&%$+F#P)A#)IvJ_V&y89GW=g!$fs& zWFVGRmr85HV^?Hm2M+WWXEc?nJKdJIeG#o7sYt25&i7+3=j%|{0^fRUn)nQP`8lZN zc|#?u8!(ke?&xgloz*7y+X)-2{e7_>teSas!>76DGPzhUIiQr7qPJz&N&;K2Kc<*c zH)WxB$Z(JteX84f&mNaY0M^{#B>q$qJ*xjOM-XMl(r2(J-nQuH75Htgj*rTSolSjzNe1I^G6k?Z4XSi_VoI-jMG3v$+ss^LEnI>A3+3*pAZdEa*U?s;2A6q()6Txmgo#6;KCT)UMgq ziKVkLQpD0ZnG@=4`4I|fnH!hz>@$fwX-f%^sf#;xejB*6)pV$xVA72!2|5;(P&+q$pCLI!tq&ubYr^L1wMw$7J2G~tDwGSfBK+?=ZL8vSGC+78 z=VU>jeAbN|E(V<4iQhJBXZ}!qOR9CdYN<+3o+K&?A(AF{zFTbR08=MrIXHH10!pBt z49j*e0M2mrZL!_H3h7)ZZ}RYN+hr2Kg{f(GAs-BvDf-)2e~x_21%ltW^zVx)-q56a zj(u6U7HSLhv`$gQGwevgWbJLvucM>m>;=+%W_i6>k>1YsLu))&Km+)%ANADTUZS}c zHF4RrXX=3D_?8{=qEG-zQr~2_BEao~n!5vy`O8Z&=i945oS*$SDPUbPSUS<>j3sy5 zFEA;^ArG1gFTYB)=`DG77{YVqlB3Qfxx-CE~<}{jiu$Vicn_HAT zl{a`Y17s?&j-5j?iZG6(JsB#i>aXlBX=T4E*02r~{zfuaIFo|{a@upp$C zoJwA8^@6%L@~NP-vAMX(uu<9IFP+8Y>f7rt{N^^!pk==>#dA*n_WQV6D2kuN{dBB$ z!^<7JdG)zVgf*4h9B#3pFX*G>WTi8?3h2I+E5&FtTo0OC&0 zgNg!)+6(RpsLf2{Q51NOPM=Rp>|x@zvJOtIBREg_-|0Mm1u_Sk4(eiDuTDD;N+I6u zgf9GEq}YUZCY$cS)(0RIk$bn^rq;h9w(z>C<8>V!dAx_bx`(`hhrG4NEy&Y#C2tvp z$=y!s#p4eB?g8`U-R?7pS)7jd_C!?`UDu^{K`sX4NtYGo*s->tai5%!D?4Z@xr6Q9 zy#y`jIbmh^vq81~b>A$8*O3~p##*1w(I#m(7-F8Fn$BHn^rxsxj1ONRBhs88-f;Sx zHqr5QQ`EI|Ig#-8t+#)%2ge4BY#<8-HWX+mNeZ*!iQi8ibDA>*>$&5hc?dJGdiYrXgx5YyfAt`4)hzj=^)lBr94Z#_sfgaBPP=m(5 z>`3%i+qy6LB?z_IesNpnRo8pc4q|SjZ$y1aDTsOCoky%Ly~vKf`>M{d znu`&g+7Fi;xsJF`BR{>~kDau-ojFHaOEE+^g3EdUo4rBccQ$*bY!EYujEWe<+_Vm~ z*}JS~=Khf5dORq}t()GNh$zSCd+xUTYs0u?uTV`~JDB!H?dK0+Ig@ks+WN5c@t3Jc z6084JYh)S=zrgwo(Rt#O9&n8HMH3ou>pXjZ3tPlr4c;YVHk65RpAXic%z1!1Z4C+* zN1m-)7_@`d%+i0zaeue^V>)eiRKXI3o?P)7`H67F(oqW<0l(fJyJhJ-x*E+A$$_n= zUT?s*iiX)a*||ZLf6?!7ai?I>7U*xNT)b`Ln%^_Ala`WqT_;R>CQY2G7O*mYJ?iiu ze8_EZu;QtK9Kgh7n~577|Fl4z zsw29~zr?(mpLvbnvunVXx^2FdTdZ16fs$jZiQ-Bv;+C@$g8jT^WyFbIb23WmdIq~T z2e76UZw%NlbF|!;3HQYM_mw#mH$1&sjagIAx_<9I>sO6cP{&Ql*hMIJ(>so!+CC-u zAms>w7N}Z^0r~gL=UcxbP5&ZZjM|<oVx?bf5`T9(T@qmwlrC5!f%VgJQrr1}pI3{_Nv3V-dIke+?a_n{I383ewYj zi1KIDxisoxJu<2!`1`2`@A3gv1?MpTUY|5q(-a!ovjX5Z7O?H<(mT7(IeBmvt z<*|Uq{UH z+g4=T|8yGFbwvr^=Xz%|QqHm0&%K0_AIWK%H2=o51Y`j_XiT^}zbk7RPTp{$`7(TP zjaJZQ!YF>@C!1BFsnXfG{~qEt_xUaa)}W4|W5QbAiCd!=^f&QW=c?D9X8$_(w6PZh zv|BZ4h4cLMyG*$)Q|5%22*&3-_Ab^` zMba7eu^qv{QFOQ+yr0W+yfsb0XoS`2HROEuq?f$;(rUN271m7i;mn}Id1o^#&VKld zg82`87-+ZmiRk8P9LH6`L&Im~CK>ZU_Y%!O_(_YcoE$_GH43g2@u0Suj%ORQ$Mv{j zl$4+z%=(#Zdgis zGe@Tz)x>VLvcpw^kGnRFpad;l^d@}J#h@dqLYJvVpJLaRF~!{;^@)Q^tKF1^Nmbl9|b;zo+w}XAltV@HzR! zd5t@))%k||E#wV_Im?1se9Yj`ZI97%MF_f4_#pLy!6i-&Vr^RM z*>`r^j!*8l&PVsU$4OfEU2oTC#AUAY_GAgx*<=W!dLx)DS(vyE+5igCt4fzHF+h>K zd7+|gGsB}3be^Zaq;I1Fd(#|Px5%Ll4gc%^kAi{TK;4>XZ~(nhTU#mH;~@#SCTbUr zd${0w$zU|O0vdv(y!7_L%T*9*F>wfoI+xyR%-|G5aD5jjw%YjTeFxX3IU`zAadpem z+LJ$<56m{X7|`&OnD{Z^;?W!m=#`D;ZI(U^!q0BEE?d5J=^jg7Mvx<%=Ekv*dkws+ z)eDR2JQaf*cY73`---NGM&Vkz>*dOav3ah{Gq(I_M&Ecs=`f7G8$HBWX7{&z@UMq` zq8WnmJ$L5xkmn(c?v#7xwQ_O@l|Nx1L45(w@qGaId|nVeB=vAG)T-{UewwkX-6;dn zg@X*7bgdA|ehb&pfA5$ROy=t@J_WTF_#A`t%YQgLNK~5xp8WvwYp9Ay@0mos6Hy!9 z0~EKxGNj`{9abYJpi67jgi#CE4u?H0{x;-t`4=$m8Q;>Kx?(+;QQ0M3ujokQ&nv(~O=!Tos7^qxK7fA&`CALQ~ z;WDA+>fiE3%wJ^!KR84`_sn7`=dJybX^gL`gdxca;tx}cF8H-_S2NG7SlFVHF?mL~ z3BEu25lbkMk6RQQuo7e&WPbJ+wn}`4=M#dOGo*ka6AEzZzoV4TaoCZa!vojJST?bc zM8O&$Gc{A3IYj}#^3Cmr2i*vRnNb_UH|S%TIKAN7J;4r&1_8PmZsIqoDmUs(7~0D` zmt_JqZ`Zn22(&vdy(Ul;s(t$&!@faEKg+YHSF_ke8jB-gH)RplB!2s`jeS4J5jV0h^ZJtu}q}uM# zu8;a7PgiF?Q)K3orK>RxKWO|e^jemAqRuwD;>koBpE{2Ot zQ}@ybpJj2B^v`0xtygJ;_2v7>{f!h`KUy=ofeHN3RQoVt@7n|*HH?7VcoTq|`?5aN zKH4RAf zVEg0f?eKcS25d+M>UI&2<}#w0jQQ)QpIzvkP3tcmjQ()wSaZt08C`l+#Nm#ksT)k< zPJ&&rgfX%(ijaC}iBFwbW4XZjn`dsiQd(aVJBrAw2Q=tRxu>q5YHq8=Rhl--!@>K; zGbGk(3{RFDsXn3!Il689gO`V}=ycHFbf(&<%Rq4%HSLy-MS$g|n)ZmLE4(8G;`Mm; zE6fKwZ2vy0R!Rpu3l_DgtolWI)ZiApwfr3{=l${z8hv{1gz&BzgXM@YnCbWq;+QYA z*heo%*d^@p4ElFP?-ryO24|ZwNto#~Y)!_Z4^<69kmw6qM%8GP4$&QkFh|+!NAOlR z-5R&8vQPbmP!a4*mqhPu9p$=RjDZD`JJ3OqBfR}YWp~UMeh9d=ky z1UA&KzNi@kb8*lWeLMV)G5pA(OaQ#lCow(!iK!Q4c>90B$t)dqZzLn`mTCcRu@v=4 z>#oV2Nc_(pptj-zNVqn6JI)imxdaU)j@;IlaDJ_Z`~dNE@H!U22#$SIoQ&UZ&>vK) z5RI2;N^De~mrp1U!Nl%>b`VW2p_j_uTHp9o=TWqj->VA1TY(gfo1tx!w%% zjEmbT35TKbR^QznrPp_3#>tx$SpI7(UfK+_Kl5F-_0*FuCaPwJvQJ0T;^sHr-J6gK z2<3QY+bniq<^yGhLYa}LqKiPcOEgak_2@6&Fq^pRZXZVb?Cl0o?45yK%w=Ch#hNr{EDS(c9ZWt=K%W#=kaFZmF#2Q_}{VAf3YgoY%91IV89Qac3@izogc6*gEe+-oo01s( z5zk#L?l;Ve&xLpTJyatmKlb{T`)K8!oNA4s?Fm1k`^ZMTVoSU-W#{lq`7)R%;vOx0 zSbqENYAj*AeJP;Z=q_&+NQ48cU__m3H8UEbqOe_Y%n82@`H3PGPd?h^TuSrUGbZXa zdjM3*t49-*08_1lwK)Kk>i)_|pE!)FugbpbXui`h^cd;}Cbi+gR8Ao}*e>PY^|5fI zRFGr4rXSOH8HXFr<@i|_DG+MrlSlZKkonJsuzy@wGv>DLHAJGfDEz$>3TSsdxLE?Rv zoe)xnE}A&s*(tYqlCby&_9V}My}!uu9P(RlK?ov9`c3SsCSv}3Ep2+)MtNtjU3=xG&<~2H1#g{ z?9XT6IYIB4>ckgb3C!w)1Jz$#Nb7BuMtWxh_Iul6R=4fm8mOUEJay=?RV=6r>A(IT zQCPh3q1WU`U=IA0tF=YVwpx?yW;fzR6ZK`wh{HN!JNpuDM}M}tS#hlWnd=Qd)!vHZ z@Yd3Vb&w9W%GviB<<5roirWNyFWR#}j9B%_o5ukA%jTi)9J z*0M~SC4O~aH%*Nj4mYK>YR#U~7uqNN>V^d|D7JANwe9$6lW1fXv=+VKg=0nm3W@K) zCiU8*q!J=itl3-NZ==FPL-LZVdHW1_*8{(jcF31g zN70)jIyV0d(>!mZ5?D4?>i7p7kPv(6V&}InO8=EZmj5JEJFC#{?ZPy|HcWFgI@73s|;xAdT+Z!++yu3Pp%7Y<1v+6wcchmYcL z=g#epIsSO3+*U*md?NDkeNkBIJbn|*vi-_EV-!0yRMT)8+ira_8lE$K&HQ9fZ5SJ$ ztjj|_b*BrmW%%5fDIDHJJR$XMOI`G-DMFH8{DZAqh-D=At8P<4WaK}Q0Sa#{3tm5K zT$}9HgI6f-6!WdFD>{l`7Vv4?vftl5Rsd_6J+nK8!Fao2)$;>TW=mo?PcOoA`KxZM z_-HC$=WHaNKheD8^X3Y}lisRlB>UNogt|d@=4FYQX0CE3ip-_D46THODdMdy2BnAg zL_NbtMc||2=(#Ow5kzSwefme#fHG3tLW0{P%!pDYkA~MUII!g`)EQD~6&=dzO9kym z7;#Tb!9&?Jos-_@3$Y$vB~qEaffM;|PXpQ6aW~~g=K*`(s3Q3pYVR%iTe3$^alSj^ zJ=e>f0RD)%8&(t+Czl~8QfOQm+j96k=s`XZ?UO-FiaKoR3ZBxHlO~WQBHrb1Bn-2j zMfDV$x+c7H%1>hj(3guHl}4aX%fr}1+qOC*b}W?0hQlQ(1H$Pe(=?f=5d6KtnWM4k zT9MS%B~u+{x>v8C?F*{64dV%2OY~}So_8=>AHl=v|N5f*2jaU5^7Qr(&f$-puX#0J zzak3V3uAWW|4$C;?@nKNSEvMtkHn^Y&{`KJe)Q35^Gg^B)6xk94P7Yq4ak{&zyn>$ zmo292iEs<(=ztlu58?Jno;lSc^CZygqs;q2Rl|gJ_YT`V4V~-NSF zX=S$Gzl<}IHxo;Us{Ix5{Rif8b3z_ z7AWZjXaVWcpezPly+1<2aD4=;a6r{md$35|M_ByafnAsNwtd;UF2^>E+czHxuPJ-6 z?eB(56N*?8?{f+!^tq5tAyGv9K7zccOPp@hbbs9VtD%}l$D%HMPKcL#MzCFH$2r}L)MF01*q>Z@i(hEhW&W2dy!XVzWWE5dTF znqM{MQ_P9_Jtr7BMK|L%Z)Ee_i|gHg-*df&$o==baT)918RAO3XOg4KD*GzS-u+Ya z{@G=h!vxYp0xtN)u!2icP1W$RsR$qG?(iXOA<6tBpXecxA5P)%BYH(d{s9|_MIWWSSWqg-&Fu;GI>x|US6LTLwZlOwcQQOFxBSDc)3FJh4&=3~k z#=^Q1X|mi;2z6ArBhmqHKJhxCtW?>OtS8s7G4~2!cHhHp za5O%1qV1V^!!yE@t#@aVGrvn;;o7<&SNW8v5Ofr)z2`94_|?)H=B)FuG3=9bTeRfi z;rZvtnle&cTwMDxrFOIg4dHFA0TmKiZk!x0Dkv^WHSBvhFPiPkR zl?PZzGUEmt!4qg04HNZ+7b`CGEf^Cx{RHIjmvm2ryomR}qQVFhwB(cwteQK6Ilg$6 zTl3r8Sb6`QaBh!US6Y2(pAbcc2aBqBymjkn!3#0>evOrn$xgR2HqB@3tcX63(NZQ) z%~>zI8XYG!$=_Y&XzHl=lwJsk_6QGS{=n>DwRwB`O*YB3@AV3@<9LtR?cKrkxd~QO zANQ)5*L%pR$USMAckK^X30eP-Dk{b!@(oHCNQALku7!o=xEbR&eKR88tP}iBu8A2g z%cn>j!2+EoMB$W#qxBY_Wtw#8j5N2Uq+2wSPJVj)CdJ*;-2U(lw)IKJ14c)A-v;u!J!?S=qnLte)XBxWo)dKr7p#tc5S!pn{cs% zw5poTY64}{9cufU1E^^a{+3^t_PWH<#ol~o!9v>C`t!Oqu3#6WQyfVOLAQ%m<4cU) zb7n_U#?^Yh$vizDwd>KsgqW^kXp8*PscX|CtH@Y}igvWV32o)8TLc9{xzrkm<8$M< zn`?5Tz(8YeYJJg{GnQ>p=~)W;#CVfaH?ECGHKWetURG<-Q7K3bKY9L^=h{m>_D=$rX*q~T%eYBX0*$jD|%<+2H;p-#UXOv2s1tFB3Ks$En2 z{nQm>Lc`sSt9*M4IIPv2+&xC+;>Z=b>;+x9p61Uwc<(*Iv8-$+wA>; z{Mu*xOo&3)M;K$S+wP_H(57p@1(E4iZL-VRuy!VM_=j8jk?p)#MS;Lb(LRI!H7Or1 z{Aun_VmI9waGoRP>xHhqU+U4VC*EYblC1jzoJ#~a`3nVS<+g9%UU`yv7MYjk=xdv+ z>cK2wwhD2dc_sNz^pb}I@IogmzRjxSsLQHL1vXFhg*0{ zH%uSa?o?lRA?`d0ylYoj z*B7{e=aGxZ>X3SvtXuee*VUPc%SZ}q5& z`omSZS&lkgw++T2YyH1QCy;T6`~-$|BJ=Sq6BgNp!B$sA!q<7EjzwlpN8k_f#znl7 z7S+w4^>DOWS2vUpt;R}Nitt`bJ)d#wDOX^Zg8#p);fJZYO z#@$3l$?5-s!Q|Tp4RtV){83BR2DS z>FcKO{jiV_R;pRAaY;K`)L`XP?6=LhI}%qo`{MWw9LTr#^KiUk*qvO;FPAx%<*+1J z9l7ayY;54ja<@~u0)UiZsWs0n!DDV=V@NxJt5@J*#CiT5DY`}c>MJF_wUjF=wt4zy z$=p%bN9W<N$M&r!f}_}wU(p)bIbnR*^t+y7P%iJJV z=Y$Nf5;#uWV8cd@bSQYKORXux?oBqpiAV|Azr&4qIC}i>GA0z}_05M{l+)%^Gnj+* zFAi}Ii@%k1XRB3tW!oDu=Aj?a;AtWH$lwfqc`URk8k@7`MuF0RLd4v@E!Vndr7_@8 zNPa#JRZ7@xWo6}&@v9aW{?0K2OXn#I>R0hLeE|*0y%ydy?SrxUI>XaCndr*{Px+_IdE5ZsM zDE~CL-S;r@>D2*4XJ;9`qPxfBn1!B!zuSgOqq%Vgjcun!aIn)yqEla7JFMvnc__&INu)7OtP6R?d>B-vb?*`nXvQ zxFc_*e~LK2Ii(s1-C^~f+DV4lMQnO_Bx*;L2!cqY70Oa$+mAd;4hRN%5SsXTaIZE2 zXP9c)e)t?i{aUznF@GD&Vt0+Oq!fZi8!@YQ&YK!`rs(a)LtW}r31In--t zI!?Nbo4I;m+fyn|^Y*NsU->53`t$DPFQm<9P_0dXN%m}y-5sO$B^rXen7(`i=SB=~ zH*iXI`_7%UC)XlhSIqlxq#M>HBl|(Wjkw3IC>1M7;o^?Gx%kW=1#fcYVMQWrTOL!p z7i;Sn9NC5MJEbI={=Q&)H(w~K`t{Z2kC;xR1plrv?R-s#jC6v#dRF~M_t?()g&MkM`aV%eo>a*4-< zdskfr3$XUAijiqHK6#&og_V9=ANF(kmy~=fxkVCmWMi88T+kZIE;QDb&y1irX_0HS zXX16u2u&5HHVrm>Hr@OHddA z3ywM;RrI9r+lwkNr>5)*_Jn)`Ne27*_eP2eknf`T#~ zC%#?WQoZr#n$-W{b`VHA=~k4=r5eEIMb zhtLI&d`j5n5Bi-1vk5<+K937CsgXk60rMVxOSmK#7wU`@WridyGU^nL$7%{k+DQh_ zl6AABm~gm46=j^pRUSsqBJQSps>hGD*jp)jaR`=B1@Lx0OPf`Zg{ZQ&a;U7~ zv$bgL(bvbNE)TG-O6+qhe7HJS9_UTIGG)EJ^F%M-wT&uyu0{m#5mrKzVlMNaPuOD5 zmc|c=jQYVrZ~%D=o-MsciF5n0yZaRY(85pe9QH{`5W`cv9h@Ds=)ZjK*DuEl8CE>P zsg!>n**q4sG`6Wqg7t6Me7247P-iQn#Kxy68Z%UZ!_Ug>1MWRHu*LvTsB=5@5Bbk>uwSb=ONh(eG2t%2d$EY%~dT z?Jbh4W6oeYVSIG6qBw2R8`+6J?1;%n>!h=DQ{kbzzIm9+DtH`53E;dUEbu0{h?O&( zhpWTW75zgSbnDMaY&l-Ien<5VbReb2i#&B4cHW$RYT$<7tah|HS~8B%q}@h*MLSEG zE$r*-yiQ1+Z(@`vlbuK6_}+N15>p z<>Nc*dZa15OJc3M+ept*MwmHpU7Zs}zWY7e!9#UAVOt4PE%URVLoC%H6WYnccuh)H zHeA%8=q0sT4n!NzzC+bX5U4kR`5MkNbWv(Q=o17E>12zzk7`E$qbIoS z1Tx7@s%_j{drZTbu%@g%R-95}M#@-W-buUVpg3f(7(m|6UBA)LT3%PTv87H?TaD?{t(O0c&%%vMaWOY9_2jc8+T2J z74JU7S$9C05+&j~ne(*gfHPaUy-WR04_d85PoM?eVu+-tL--X{^O2B_rq68+^sNW0 zxyI?ebl1n%*FuHdE-#B^wdyBwVQ~_>33>?M>oKki@PRi+KF_=4xxvJE(FZQ7$(_&K zi`QFxU5!W`)u-nFA-D!oOREVN@AjN~>Xd_Vw1$*#GqmNjDB2hf=5_B#g&<2>O9!8) zh=@#5Tv#9PXp5y=V(-HAasLPte;$TCYP%Gk2Fipzo^lsdkjhNUjp;F0oXL_Rlt;hb zSJ(YCd#4-yE?E^~ zTg9~@HoNbBqb(+MstWf8BI5^Fi|a=C#||mni_9N1x*ltrD*Crxkh;436?++lO;$AJ zC1IC)se}_QH?J!8>m|B#wH#i_MM3pIL##8>|$LLWT^0V++yk z!%1+ULKlakg&VdR``iC`tf1O6=6v8e9KqNfjY4-zk)&(WcWsZ8N=25J{iQH5YqdEN zCf4*1_tZIH52_c};c#CQcE_kloFi}!bBpR~Yd^0Wrmaq;aLu$rdbK#&74ew&*hRGl zOGevf0+k{(o}yovpH02QhFd5bG`_p-61rs@RUNoF1>;}&nGXRRxgKpU0)BoaD8TxL zI%EFsH;Ym4>u2Lv`I3&TZ=T~eaL=8#yI|vIKIP`Ouo!=gT%kakyz6m>687ru{6W>ww|~bpUU6;@j`6_ zXMNJ0QgC^y_cHZAXLZvIhlUCaZaH_3)%kv&Tdg}QuQl|~Ml;yeC}%6e!c6p64-U@4 z+kNi*CJrN6`?K2Zj3^hsrS=J$H&`p`Yd22`@wrRYM(2pvV%>q}4fzqsU8`v&>sKuT zpr)!Q7jGzgPP4s)U8?@;d2pNRxbWg%x^ZZ&D&=Me#2RdZ#Ky6^GtA!9oT6^+Hj*9H z^86*u0#%*!p<((8Z_Y)Zoda8xN#eGHHCM=}^s8ZmO$P1KGr6h^@&=tm^OCW;VC^rl zXV4yoT5nA>)zHgxI5M&PC5Y|=xfkR<(|sV}_UUk}E8VJzF?Zn?SBkhlAPZ@Cgan%b2zHGgM(C(0ZB3GTGl^{GOEUT54A)35TzBLFC6mm z;jos7)usd28eg@7w?8QM=8@PzMK@y%&Lb9A+y!@E>4t;%se3w)IH#(~Yq)8*?GC{*)&9-i5 z3s;vLYT44TW^2Iid;JsBGL<;5&8hU9D*A3v2P~6CXrPr8Za&4?(%08F#R6ApYG(Gf zMWp^*+CUk+YhcHs+rX)XH>NKxV7xjCV0m} zgiuk12rlh}5@+xAQQER}2&{8nMT~o-DxVEhPfg%y@Pf2 zIt0D(Xt^hPMqzpqwa%Q}ai4dTcMDNk0*Y0<`x-N*y|4(07&-Ghg;W&AqPTGL0SLn^ z^zm_XgZ)}#cftuh(dVQXMO+p`GW(aC(Eb=so5B91LUGxrZxsq(>GnJ-{Yphv^7LN}r?Op#A!gmzk?!aAlF^#K*ZHFuapXWop|F(k0>fNyC=J+vjh0-gf*J@{F;`{e`jC*6=le5}E+jG2rY6 zvc$G>&sLu~+rwec&r-C|XI&`7t4dIf&8@jZ6AT<=GqfSrOlF|+yTJF;`r#V@No2}8#A6#^pZ|=5CflQ}OYK>B;O00r` zGw}{3;aT)P!*YMF_IHu(g>Ft(FQL5AYQp~(GLU*E<7>26dpxfC-NePP0<0js+QzHu zp&BIfcpb6C_AI7b8PILxeW#IK^!brt8(l$`K5zL$vU0hirRiEwMA ze2or+b!1My$s~WRXbMgYMO%a8VT`GsZCVi1{~#lG=T_pCr0}-=k4K3DD{@>Nj~_j{ zfp=F@hOAUhf|UEv;EMio)^pLKpotCN=0-m|Cn@o&-dAl{hL~*OJy3TDuc2)d(ymsM ztRXfoosz?+Ce|FV+S0)sqs0rzA#;8y`hX~;>Ui3jaO?*kT$>ZS+FhJ@4vhw-D z=qKyXD&rik7X2s!+2MHeyF!@G&(?7#PCEtN%bJst#l1VyBPGlrY10tq$0PReEw5&2 zE9)1PwdUsg3Run;D8l1;TAU}%1Y`mONB0^XgvcRm(26Y(7sQq#A0i4Q@x*rMBz^^t zC)6@t$KA!TOFk@8GHb|~I@wi_VP6Fi!!V?fkhWTjOFLT}p_Z|;(fZRTv9Byu5{H0> z(iKzcxx1w1tulJA`u_c9Ip8Vr? zpm)rB$Tbb$;!89pyx(qc>19a!ss3?X!y^WqRKB>!0s1BXe?&)kT(zjeeG{(k%GsvC zL2|*x3V8K7N-UrF__4|GSus-Aw=9bc&1(9?*1X=%pY68L^4!tm?J^~7)A!&AP1oU$ z_AftFLX$t>FN_;xOe8@WrzL=Bj3toLQ)0i1L=Ju`a8$1e5yyHT8++oP9AVo(T|8QmRQ<}HXvhX3{Wj%gld)CFI)P7IWYOYox zcAHeW%MIMD_`0ukbYQF{p{=6r9~x!9PkY{oM#p0RWZ^}6%uFhAzGWu0;>tdHS?+{3 z(>q}Ywf0n3YD{k6$R)C>RTbt_onAwzdn4p zLS4UZ-R93O{x;S^jBW`m6GVY@?&9?^A&#HDGYJ5mNAu*~MAsagP@0agrfq+A;%w3l z-1qc+p=CfJNKH0N336Wffyr3EZZt#$U#djE*hcWQd_cVSx(vn~MeQy~9q|@DDeV3F zHe;?`eKfbC4BuV$Lt->)g|!}Gj_E9QP`f6Ky8ma(D|cwfX>D2IJb$%oUNicnG^LLx zm;dLpdo;b4{Twl`^famKV6}xV1bg?zPxbl&$mUB_#17{!+=10H`V$EEQo1OY`eymy zbL$c!U&FOZGGeAgKzP%5)@(WQ^|aSS;kK|K2%1vsyRzte^bP*Z=aqa3 z^Rp@;0}-L2tIv4T9SMuiNZHcJrU+N03=_!mAo?1NA6nBbZ+1{u<-*58LqE7c+P5!9 zGT-Nn7oNZfc<0?@a{47~VJKBcdYdr@HEuGNBSW{9d-A3xFACQ74G_9Fx5C+gv6c@`n$1oc8Jk zf8pKm*~*_>bc1~S`0;$tPc81?!&LhEg?E?F^u4uV7G4Fd+A4O?r|*GI3zk zvsO6Tn=x~4F2jF|a$->7h?kHs@vf`frv9KqzWstlH1gWsY`c#SwVL0$GZX@+wv5fi z#k>+5VBDe>1&K`@TC^goMpKEW`WN3jf46S%-$w7tQpzIHdRj)OiA9+Y_Dxnt2Px4z zd#_5tzbIz(Qho4xsBGXhH51~p9JlF+AY*iT2-Q|2f~F^L%-3xmLcW_v@DZiAY_jxt zu;!TCDPgOtGL|KWO;Vj9q)>ER`90lnd8l|W%8(!YG9#h;rL+~pw@uL6>rzvmel;9ZGu zx<^tvAN@-W!B|>PYlB7;Ic{z}Dee`1$E*#rA+^H1jHDk)m-64aSleXjo+ZnSkcf!b zpliB7I+x`dE!yyMdGMRdP@?XjeuIj&!Gdc0Nd)EdPG4%!K1{HFRirS<2gPS$~7dt=kLnWa#|C(n%;>g;a-)PBk{Z_gaj!zOaKsjp@Gx0tQ%*A7l=vz?5c*Rl*#I ze_*wx{We(?;_;2V9F~0YoP!aSckJ?S1oLV0e3o^H4ZavrlgltU?m@gadwhzNdQbYC zeO9bC?DNS6(GyN1H^X@thPx6u-YYs>xA5#I6Ykp>2V3&unR+dx*{Y`AyjztPp<`kp zBVP&p>0)O7>BjL<$3xP`q{tFKp}}jQB9gkWqO9jh_lQSt%XcVjg=j`{F-gw550_I4 zaZeQDYAuo zA=y{t3ZS20f+`Wc7mav14DQ#v>tBhybxY?+Y>e+-os6p`!R7w*_9J)EtNiDb3wLM& z$EqX_RO308zB_GvnTLqwmXMKy9YLbf?NWAM2`-i#XOb zvaVx;Jg0&ZC%*tKqB)?%aaHK>GTe8i9XCmjP*nep+H=eEU0Vx{xY+VmJop1ADR5il zEz$btP@dX{Dmd9C3+9FP0n)r26g$rTUgIdKET26VuP*f;S{LnbL_hq#ivLT+2sL`X z;eqQ_`TVu9d!DI88)ussbiTx#`{Ne-;IElaHgEMR)v3G?wtK-=g<*Uv()y`DvaKjZ zQbX%UH6v*v=*gu3C)rfSr-}~xRg$fi^ZZ1jtGg~g)jaUNqviB|jvPhK&n*FzgBSO= z8gT~)?NjvIi_nL6{@u5x*>O&YE-q#XS1AMRq0*%pfa@IdVm*G7hrg^J-MbO|Pb!qu zijCTUGA+KP_JeD2x3T~8&km8HcH%bn!2$AW7oKhpRNx$x6&}zPPh4S>9gyg-J#_4A zK*B4latP7(Ii#nFX;B0PXj!KeI5l=0y#tttw9Iyrf`M;T!ipauBYt@VuvZtWM?c0% z{NufT-nJ{%gV;JT;Hv{gVQOl-K+6`vjZz&to`#jf#1cjk5AN)KHrOfD(`%o|MJ(E1 zPjt5WYlE5!qF*2&Hc z4aGH{LI+4@O?o!Ne_KIP6Te}X5~mI-k5H2Fy=Q$(y<$y*9;lihgPNlJZjC%9qBLm5 zST(&iQY(|^)Dh5LfjfOxu2xs!2uI2 z2x&#UHex9`SF}YuxuaX$b5UI_sGIV!^?sILy1~w<;pma0ss`Vp(}NV&6mE}=3FW>H z1|$>aa_N-7eZ6DQm#oyJ!&>u?WOtv|)xVl=8Uhxs_+i#Ymy&+$%HaR@JADyfWrJqQ zMtd0zhNEloMZ4)eM5@QYOCJ0Jb1P}nuMBsQrvg;W){HX|#ig3D!JTRAJ<-DJ!EaM> zB9&A-7Tp$gTISOZ>#oEt74(~JyILnm_<8?r9?4T}9`C|ab-JR! zdnVP*!hAus)q}Ah?ZkMBmvmY7cm$ECS_UKvz;oedmH}%iqTi)F6yI(@&rw*e;Zdxr z_vp)Zxz+1=IV!Wm?1R&7m|h8)o3{?e@q7@RATZ_4n~7A&X^FR7KP5ABiMpw!Ln}6P zt~sV!HZB3D#OWN>7EbSFPC7!6^uT1gX@)Y$Gfg=%`$bTARWIf4A@U{D-JW5=Zo9(e zDO5Ro(GR^Nlp4FiUkT$)oWZSC)EaelVV>UWha1?z+*|HoKVStLg35%stS4;stAb!6k@cBu8m<+TiYGF$G95-7Ck zNL%B5$f7{>4)g{aCd;76T3*GMjV!*~Dxxbpv@0{90pHW~A_mavrZmb3AMW}NA*S&j z--=)Khb>F6rnC$0!$^XNWL@3)C?kkMVNB@2%$kaDD$SfqNTc;%z;ZaqCPse zTE@m+y|aLdx>t9Sb_B$7cD-6>N-rx4U$~t0KIqHomCSR@G0%{KWmN_wO)XWy}y|N=jhWQHZqa zu~p3as{r4Ok_#kQuOo$C=LvnK7DF_boOcullPjpyH&mp^>j1Me^R~f#U za9N@JL)R{5N7!2<#(|e(Pi%Q}YtpX?;Hsm3`jshi>NHLC3~P9{K_Rm3WrX-OUg@AS z$~oWjMgIuL@?LPHr6Bw6U0(6P8|WOtJpeBAfH!~e;K7Y_2EgRaJ>~w+BL|e0S7k4Y z0XjYkZ;X%x;BE zEAISd!0?+zsdcj<4C6D6tNF(I5!@}Hh#Q>tx2Ab4HshJ+pSJCfh_;K`wcX0_tTunf zbp3KU`I8k1TQf(WD{Z(XqI!oumno2}=ds4ZInybKUbx7BNM>`nY+%2$6T`aK%!EdA zK$!STTm4LA_lqIAeGEEk=}nm$LS^f*SiX3fCbbuEB+{ zWKz1bSBFpQ%}COJ*5H};@5YxSVq1^SVy8~#!RU+~2#ImoxyhnF_knk>vpucHYbna= zCwMNQO=ZKtN;>PbGJcobEE6D@7KpW*>GQq#7=*nEaRaZ`ENR_0gobad^a6`V{vhbK z-NVZ^=f!k=xzjYAxy{uoz|(KI0e^BWv#ix~+FIWF|#E3hHd1?D{BpcDsS&M?tIY2A4kI z=lu@Z2}o=DZ8MN@2~ugDhFb1(fBJD7smb9sKNZ`DBl*26b0T&W*>(fZtIet3=hXC- zu+-_cD{Y1~LT+u~_YQk>KD_$C(IO^&Fv+t2>Rp0W^|TE0_1NHn=CJ))2cz2z6$C3? zYKh*5b!o|W2)Zxthy~bMFU~Uue8dA?>vkGO%{FPZ(8`7(_kmRIEx|zX^;G;22x=M$ zNJvt^I+@5zk(uNoObcdB9vmUA?uK&9hL9+~#3U_^M_oGJ3V{kvL)NJjji!f`SquH# zh}myR6W0^?te)I}9$Nve+O3BcaMjnuTGLfftSPx(zu(ELXGPb4p znCQPO?XO)JmJPPG92}PQ8kn3N%05vt8uD*cc)lr|VSz2{Hptf~{DjOfwl8wad|9{idjXHsSbY)Kl7D~(R}mkWJV>vPNWY{b{? zmgjL}u61JkfLb;qsbH|(yt#IVdH%VLu#{-_Qj|>ez2^i(DMbUyTF{%&ElhwP;17B;>~U*-DM{6Zd4_ zYJ_K=-QzFn67y7i)t&m>Xup)j9}#WkDLM;MayZwY( z%8lTXHqzKf#oP%IrfD-+d~VJXk%&JZH*UpJKr}xGuJfJdN)^^p?&_ZE$kU%iGeO%+wJ3zcQ!kFF-wVW=>a~I~40EFGd57rVR zEyK-?PH=JMsA1~j=Ue*~6z)c@0`611`J`P?U)*We%#ur+L;lvQUd=gcqpl*??OE}i z@1vmT_EwjBK@9|2YO0HGg>vE+p@^2*#wDWDl*REJ_T#65tib8vxN5>A016X6LaOE_nOYiBsb>k7EO%4} zCf#gqGW0L#4Tl75D|BfpH27}dQ8 z1`C)|)KUE)W_wrwqa~^N-P)hpR07RdeVbIGQ@DnK6frtK(Ivf-OU=Q?`z~$b*Rbi$ zsru#h^_JVW*MB5bNRJg*y*nrtSomPw`G3o!8wm_x?Q-9QB&FJqsmVo0@D-%hnLD(i z3X_|fnq0iL>Z@0Fg&l~Uw$=!n@rz~DW{mdXExP{UB}{5LP4_1WU#6K8Q=(KCdou{k z5$R?L)v^P0f_rbQDq}?1{1c++uFXD_VkNqnWVJgd;>vWb>iz?*>SDqwab%9*c77rO z+?jHP=Y?kbW!i#aCpMcxxlufkV@uFq28hi_Msl2uo4pa7V=kJ! zqWjUd^KMl!4w}{)AIBekU-{xo1R}NU_rvxS5s|F39Ms?rdwUC{)1Lz>kzu6kM`FbM&q3!$64{(0`>iH%D&Rac!I(i&Wd^93WzQXZo#ZROMl;;+D00eNojC#6 zaF;6gLs&@=*oouH+qRp1$%4|Y}AW9L*=-059`yDeG| z+GUgkTNh^j09v$@%?*~FJ48(PfOvEQDO1-w*nzD z;s?UZE-I4!QP|z2q&tT?@yi$A&aq7=Lm@# z0~RY3m=B|^<`cs{+b>@j$bCe4mnz%CNX_>nHIGA-iBkaQu`5p2S`Q#a=lI>{!9j}- zfwyjdj5%mK71K|b0mh$c?AXxK!2J)YxPn4~I)m3$dOK6gY|;mRGB@g$gZ~Pg*%hz0 z&LY!p{TsEu~EZNEvtn5vNM0(-$!^kJZt^(>#9KIv&6`Uk}GB+)kCFMH*YAm+Q(lD^7`FuR+=QVYDUw^ZJEh0uL05? z2l9j>jrNNtBHtM_{*nqLF^xx*)i$#{w5fiqcXbR!P8hSB=%bcfK;h*q~@`f4Y>5)e$6{$EXkHdKxD1;rquBO^Z z(u+>ji5`Dl_Cl@qq%XRAftPrh*B z!cJjP2n8CIvn8}+5V3!YiRY1S-?pD`ml2dHO#@0B1*uuu3Y@PAa%hE(B|uKhfFicB zNqnjkQ2gJtDDkHV?!G7#nh8!Rcoe}z|MtH`o%$c}N{#05@J-aLkvD++Waty@tpECp zc*hYu!1?FZF$?d6-OHa#_Bt`J3SxecNjI&_!fJ{twM7jY-)O z%JERQ>YhQh8k5Ee1tmuH^eAN_==H0wc+0539#)NF~)UOg!E1Ue6#SR7PA-H-Ao z6*$K!J?`vXfzWF8Es$Wc4c(~3efl(F5eSzzP0HVFMr4!Q4(_|V6z!Lr%=VX$4#n(g zhd>^egIL_O)f{C$6AgM?rAO6qb&(_UsV9M?c*f*|><$pryhrkQ7)dld~JD=k_G<+gNJ`0`Ok|E5nU3kJq`G$`A`jHOwm7 zc*ioF8Z|1VBPrIcr2NH;-jn^0nek5WwDWtRWvM+u-a%Yw84&-Q+Y20620Hj>sn-x4 zbE$C^9*tRJ+$Y?vglaBt9IV&qQUYulN zf4*%@IKK%t#_u``m$`!-mp@kGk}-d&V~F$m`vy*ug!(7fdY9k9pqUVAegQN`<as7?_V>^IM>SQX+9#KT|78 zWK8cJW3Yf6X(29oGn8F{yeb{IC=LCC^L7rX z<_Z}61%FZ#s6wU8X5xaC-;c_0;LAybwR5eB{`u+n3b1XKpd&9Y4?%Y*LxN4W;h`p9_!2SSYLEQLV?eie32)wf(z)&Vo&$NSIgn93 zJq{ID=K_u@Bf6$0H6K;YkhN5xWS^* zKC$v@+?m5r5MOLcX&Ke-J!oX|N>({9^{e%G@g9T5=!dk3RaosZJqEs#`GPq(r|^2R z_3hgriK}oHUVT#~E?yvAKY&zb6ng{5Z7Px=ruDrhW>FJXv_XDNRUM}s=TR+e-*>sE zs>GnA1GN-anaGI)@xE%*9FMJudXd|4znqXBEl_X+j z3PjYMa%F0D`(Zte?yOe`KAQJ$$YkxUdXB}RB~9S( zkjs}NQzhAstQ}M@8ua6Q|*wRywwTWod@sz8MiVnO3M9Y$S1dgp>t| z-`&Ke#1BW844*Q%FDum%m+Yt*nt9z(Rq~!ayxS>-pvm$=h(wUQn=Uct&|WjZt?9md z_YOtOV-{tl)p`Gq)GQ!m|1|srmEg< zzE{w`74i^$v9-BYr;@A#Un}Mi4E`c^SMBHQj8aKJJF#z*!t%o1;nNfwI#$(tZi?uN z6gw`|kMtBtZ_Dq#?exHQtm_X5^Af1Lw2a&G7YnaX2c#ib{HB&q2DpBKjdRK$4ObX{ z#?)eyg3z*#LKxb9;}{)S<^`V5P0RhRz%N{IbdxFE(5QmU!Z4Vj ztQD;y`dDN&u^pMsyWeIOKF)k-D8md6g0W)q9=3mnf4Q!uu9jpI7F-=6*cLtmVWqwU zNpYhb&_ga3aNkYnF7t7C$az(0+2inoQuwF_X0y^7bkcg`682)DrYr5Mol|9z=)6-x zK09rg9aE#~} zl6OUKISHaC@6R?4=ecd9nDNc%`zLLl{B3d>zKL?7@0G}w$L!F$$Xw>BrH(7VKx&$A zJ}1UB{R_-tz*LILD9~%0pX6EF`KQ_$)Bz=T6r zfh{XnSI2dGkA9+JJ<(_oz+Zi^f8Oo-n6GWHe0AIM`j&O|II8Lyq*Cr(cd%nExkRz( z`1Q#a@#9zVP|5a4N|s!>Bb5IYfiK{Gb=jYr0z&$(&9d_b)_9`Vuqg zGNFRmZCAtt&j|)UHL>3n~GP2fSNZM`GqVVov85Wtu|L5O5OGfM|)PwTU zo?rkw#>%G&Aw9B~2S|6VNznmnWCmDFH<0@$iam&Xi(-TL-SCu)ZY#e6kBeOBW)GD7 zPUU~Hwgr2Wp$xhBV*oEL12$5>r$7QlrH8TfSHOee=unT7r6q#N4Cc5Dq~byl+mH|t zUof2=I_PbIzM__tu9oV)GCr~{NlBLVSYwT&40pnU{gQPDuRabO>-HY$;jX_C74y|M z{Mp}*o$fMDds6tL+8;A92*+LW$7tq8q0?TWW!q7OZ{NN6bbRKIC3C)OrOobZpPEtp z!fzwQMA<{qZ!c__>;3^nFlpxOC%Bc7U%E`7uqzSF-UG!yC0SYJ#jvmI=4+p*LlIb< z{F!m5v*p)&=w_uR4=z=P(MEn3XKkbj*iw}6oGZ98*2;S9+y6=z!Ot!Q9eOAP@aC1; zyK2$ktE|+5{yoR7p{Ag^-_8HqXCvYkrYFL%<|ifFzCm+!`=Lq~fKOsH0@)c+WS#iGdeBBY78#l$bnk*cITqN0I$=R4)p0Xxcsa^5t6+YUA^8=i?XB`yg*U>aX=0?}IOpQdp zkIuZ7tI8;NTN|6~Xte-6wO$v;&$ahZ@1r;ZkIf;e$e??<@XaF8dMc z%|kogsQvGwJ!S2=C0)2p8fQG$?o8yh`Oh_z@blk*(EROFJKDadKapn!C}9CVMrxAPL@&Y#!r9d07 z$rrh3;7Q6%Q5Qhpy_)8G&o~c`L7u9niQ0U$0h3SgdJ?>5TA5Js?AMI!W6nbXGm8mJh|Fls-LE*?(F?Xp0pnA`Idg08f;U~$0SX6ue&nGQ0$iiiXL z1xQ)g(X)n(#60l^U{XJU$DQarVuW4^n1lvNC~*${ z0SOxf?ZG82ryoyDUFJX(mwy9pPfS}mNB?g@*$gMEcpEQl5RU~nnuO_79iE>JPPPC? zCF45L61{}Pu)}p!(HGpCstxqlY-m+Kxx~xCHWd&27Hkn7Ku~$RET|pvb=$Wj7y(W} zJ%Qz;9{MOLJ39s4u>ZzdPg>cobVh=`4rQfY`kBAh5$jC0pBF;LmHU*=keDITDCLtf z2l%w%3~`OUti0g-&j752ctO7Qc^Fgc9fu(d2pFlyK_fOd^h2#e^{tez^XLE9A^xr? zHUJhhw2Cq`@+{h4ED@Ib-;UPk4dM_0%jAp+$&$V6&p*xpUd=uM!ad{{TH59jR2%@B;SU`0a zIzE8*hGoyOLIPIU3qPaJf@B@nbI~QoS;R^{pzi?5>JgZqC!EsA zdJR_8tB)?ZEJrZaNQKIWxufT*ML=u@WbwFMiGsE3IKDRauzvBH%WnI$%vOv|RV2|UkwIr0De3u6v%qi{SE-TCcv6-7F!U+BdQRi+LO(Ndy-RX+* zMx(zFN2U->&u$+2FQjKATOE3n`4nUAY{_{UwC2wmr1s>)R+_s>3$?$_XNilYyL0MP-Pt)`2F~FqSaO+R17kY93$?{ z93Tn8)J%M8a!ZOES^0e!jL7n(xE@$uDRX!(0Y&Y_=FA9VL94)Gz+A8_`^X-!Tq~bJg^Mc$qMI*Dgyh=V~NF zk7vv?Zz92^lSg6s=|kwprFMg4c#nVVD8%Bt4YjMs4>G(kFX$D01NUL{k=mA)nUUfM zCz^7MnC;8C#Mb5Fp)MeDyH~cOHJR-SSnyUd#fNLau%R zwK#hGeS~NUKEShRg7y*u5$*JNF|7qb0YLrhB;gVFkonP%o`Ft6fF z-*5UnHT=+E6!X*mT}4exH;G|@5^7qtJX0#?>ZGvKV126KPi@xCntsZ}g=*RSaHAp+ z2OU#Q3UCh`vR=A9hh1~{BD`#hNYofUToe6Mm)J4e%fAuizKjZ&GsmObDx1q+U;3uy z)ILnYP#dL}drwiVuI620-=TR1I-Gu%nQA`m_)!c}!RaopNud?e$6EBN@?*hl41ICU6 zsi=xOWR3qvV5%_*bfE$Ib|h8}PBM+FnrM`_emdKl!%DvT1et^QJn&qB0^pe!?5a~N z%9c^q{AUb=E7t{m%!aP@2PcAt>k`KAe}oAcF8xyxg0c;IuDurH%0xUo>~BZzuapO% z;zn2d+Rg}d-UqBgtyrT^b=3k&rZ(_$Ex`+?p;d9KMC&(_;KyP#P}5K*d=4gOZHTij zu-En0qauB$gD@!~g!;QFB!>n`zfq_qm_H3%mRbXBdkgd;$rApmp>hO-CbGcTQz9nvCf2mpW4iE=kVt@f?vD#V`5-)-Ne}bU6 z$H=npjH)9EenK}SK!cr$^w+k?sHjZf6Wypq-Tcb)e)Y8+I^OMWse!||4dd7yb1mL-0>F+=eb@+W>1An&T@y-ty=s)?c2 zXVna4<%62usI4L0+3nxkr1OupSz2;cHaBX`C~y<6huN}l@EOX$Paw09DpQE)T`{QY z`wDn91kmM5_v^G6Ms{p@b`W7?6Gt7MktO?Vd|*6IKBJlYm) zI{k+~?}_^amkx(J(UhP9Vg`8-+J()CYqR8yzsmw12~&qEv*S<7SF+G^$#>vxiYfZZtjSoBLOq6Ru-QEY3Q&QU#ZDTV!vcZz=~C2L4GXzW%z+H* z{Ec)+v1)2MnE$ZMYmR$i6~RZ@$*@ftCgLpxMbk+!in&SgTNE zuR;NNgyAaKyis_o{}rnQvx575wgz?33u1ukX_pJ^;V0Li4MTKYlv1FP79H`h615$y z$DTiK-@KYneibCkFAlCE03wYh>9n@~APJ5PgfbE34z;hLw8Ygz*F{ikazqw?XEhW8 z6>H%!xYHoG7<3(vek)2;rKs3AR931{X^GC<`ZD4Q-MrhawCWYq366kzJW*8q^NSzu z73_v?do1Icqrh$izuBNQj|N3?Eso~<(j`{uL&=7!1`J%ZZh(BTLvd|d{bFJVO3J6+ zt008&`UrFbtcw0=&3AS2#@iP2LpjMZC<_Kv@{WXW1{<>_0KN&KT}=Guw35wfU;2Zl zhc4oCU5~hy{+_%5)0yE+9SnLnsK#?76IxaYYl~Ld_ zGf>iPTd&PkSgNBYo!}Dt_t##?VG5k#Q@Faj?BmT~8TPtL;I}@P{^}!*RUltanIN%! z=>s24Tg}$FM*u%U^I!zsa45uD+X*W%R-QM9l6purHGczjGkaJ7?leGt*q;7_&hQNM z&U`nPfiZG8Tz3X*4=hH;y^&GbwP~}mnMoy-_{7jJ`Lo}b8%ljJ+U^bEsRrj8S?fB; zWH(u$@w*skkLu>Wy^&}#aHleStr5T~%qaX%0<_Jqhg0Pohs+2oR$U7$hIAADP?&|} z>M`Y}15&?2CuGhL&VqrKvzE0T?^6f-&__`rA7xXId@8WiUpDYy#&qj5E*y6)pu>m= z+zd^l7bQRG$8z1F5yVY@&G2quS_7@9{QwfFQuc&4?k=4~4w%RQ=hevUQT5-ha^<{c z4lY%;fpof`-xF{1X9E=SD>uhVKBSal{j6x%wK7} z_F4_jN;E&j`BFVFYcbflI02X{YPXQu)a_-7-zFSd0|!Pr0gj28T>0YR|)^kw+oNt{hrICkWx7(s%KGEzMZ)}}F)W*a! zaQIXE-MPR=D9b<+EwHY7LGn{g=^`rMZ>Z;P^4bTp`dHsN3b`Z_>A(vR60nLxjb%1w zbYPet98IL!NyLgBguoKh_w%Ub1~mhuA`EBd397R|ZQul!$rqw(JmM>m1!2`&*>4#g zzKl6~pe=LKeeVo$rthv*$)OA|RLvPaXP`0glz&k93kOZT~|s?D3o)MnNLUVp^jZ1!Sq#hCXh`;ywf)QV`bW zf|*>Whyik)+dz@457U?S02MxwUSiXzkdY6bVyn3bjQXgCxg%3=2?@3fc_n zzjBE7!gcuX_`l)fSbHS~wu_Wpe)%dGBnZfKuHgq3ZF3mV@v{-}F4Q|GbY!DlPX498UET7{)@N7h)8jh&j6v2;`i= zx?;nXFh9RU&)IjgL2S?7!MJ+_U-8a$IJHw+`s5tZ2Slh_A+F8_s;^D&b(mh2s)~u6 z(S0_wn+Jr0y~8Ah6$Ir@4&1&EHj#{jhw)L(*b1RiZJGr0*|wpV`Yy;)zkM~pDQHfy zmW4@6FvosR28^WxFU@U`-NM8;5p%$$Dky#g+I0ez?|_a9UuMVkjhsOg8;`$;Ew>oD ziu-W;PNZ)Y3!$(#9!jDbn4eH1E~)I~aC3iuP}!jXb;Yf?eJgD)GQcE!W*0n7{LVw$ zb6f0ov^>;Z!m}TM~*M&P0U6%b{j)@ZO(U+p_5b`*$BUxap66 zF*odh%vT)j)6!TSZXg|nUs)VjNlynYF@-2%6a|3t5XA%AHIj7>MwPPGuUohNvliFb z21kGhLQC2RUQxar^bF;REXDfFQe{w0_fT|~#KVKuMqsy_T=;ZXGzFl?Rt~b_4$vsK z>KWQ^j)HO?trGHq_8ug3@lmYb28UXKvi|?}0jP40b>gFs;&Rx0E3jprC=+>@S4g;RkQu2DW3Zx4_CQG6gsne)tf}e?zj?ivliGS>B;M zu@}|bQP1U1;o3B5U7x)?)e2kM!?4DBGZraOIX^V>lYE> z29*f_B^BIAM$Dr*K`Ip9aR@{~9eAKg3M|`!36i^`bgP$(ROPaN&oND;gl3z-1|Ax2&fN-}TKub##TRPoF_w=pI&wmRzf$hNP zCBTmW1}T;R;ONI$t^~C4|Jx+05r6;qC*)cFQ2d0jz^V$HRP@WMp>U6l)5SfthfJZP ziQ;iL2vJC?vN<7nWFPQ1cCv*_ld?%>nB-!C&C>b)cCI*XC`PbEuv})b

OO2bN*Hd0s5*APv60i%ebJ5Xrq(&rbWB zZ00F7y*G4yrvFrBC|m)q>JCsc`ebwNQ)BJ$17{3Azg&@D>&^#zXtqnXu2ghJ?jTGS zZ_nvr@%MiLp1x>6`u>hS_ePE;d__E;U5PxFoAAXO7&7ah98I26p$(}oxE&n4$&iSb zcQ_z*`rgHrXJ^`lbGl5)i>MnjLoQ2fWyy@4zT@Gbhy$fRee}aiDmcW@xHi(TymqKM zzyO%PsI^I)XNCUg9sxYYd~2~11&?^n4JnSfl4L2_5HrrhTK@XsablUul&-hgZK-X*=vX}6Y|>Rl z%AB$unH!9Wgoxv~L{`y1n*O@;X&|!_@8;hKUdie))bwKAG0k0;I(rz;7O2ZpGqh7P zV*5A?hr`6gVG*>Seog&Xb$-(Jle92d_;|JutvYxmLzaI20q6>Z(HfaoZ-3s` zbw)SN8lF#?+ax7%%$7=Vu6gBzH+?p{rVAH8<^$IcoSW?_3uZLZK@*0AxyMl(xl=R^<3|?+!?Z{he5B#&^C&PH7zowWR1Xk_2R) zYfT@X{05`B>e_Xw(WPPCeTY%0vJ|CC8f0q?@slNcD~=>0@`LDYw^>5nIR(zrt-mdj zIZ-~sxSg6*83xCI01qIbILq54*|5LwR`&K|^4Jmo49tc_7Bl?gMgj)qB`f(kGxJTJ zmJb|Daq=E1%K2xseeJcT3q425rTVp27b?#O(>#@Ok^;^BylVqERXK=F=SmV?)9CtZ`?2Mu>tjANq)}-#)n+@)8x7Xh=%M^+;%OzTzm3n~I)7Sr!V_tncHj?!`CrlAvvA88=Eyv?55-uFN3^g=ym zy32XuV%o-I#@$P>K9vsQ{%MoL50RUbIRZSIU~&hC(*TyAmzPnCmBZthwMxo68Oze@+bo7p{ywDLbmX60+8MO;-C zT{6*ZbTG-+~rF{;Oh`%#T{DhN)Z0TO#Vi>0uydfO|eJ+okg_Gyfsh{4JAlGqYz<2ho^zI_%BMM}n@FYtPU4?Vv+%EO_EO@aT9X<#;Jk zi8cQ6HeEjKY-aK0k@g8TG>rdaJBZJbpMNLkqI_H|QJZl`sjH0XtlcCeHn|vb64$&c zlB$dY*5$;}JfYBaN;8(sT~oYoUhKb#?|;X+f7w*7ImF1nEYrueD9|7!<-KkjU{?)O z#kV=P&RqBh2G;z{kF0S3?4I7qvF;>gE*g+zL(xN9rWg&yVpV9rK>>=ah%I)RyR!J* zoNc|Ssqx!*(IN4C8Pa1VO|Z`DMp88Oabf2O?K-cyHw?Xb>SU8(iNM!M=_CFqnjfJ% z)pe`dNvY|!c1Z>|RdH-X&U@k|j{caiP7cdjj3;)4csdO0R`>Lj5S4{YCJ}=4s%gJQFqW98Xern`a9}p%w<8 zL&7%ky3Zw~QwKuDTF5nl1EM-_uT)y@d5G%n{{$^1H}!ihYHyRl0he~N(Ci5#@}UX)u?YW4w*CjIAT(+NQSKJ-GW7DY?ayizVo z?r>haZ}rj7mjDJJI<}tL7vjXTazafNm786tUPFjHbLiXdDTLnKlxMT@%tyAn(XNSD z_PM6+fMHr`jM6hEf4n<9LDBi@b+si=R-ZZg#|_h^TiX{-^vK0rqsuwJ@C8QFw7l;u zbPAFSKX9ba8NtOssoc14P(|62tFI$>KXV)mYtpZ}WE>d$`a&3VmU z@1wG8?yA+?Tc^g%M5aUVlXcMO*`fN(CnX7vW68TB{erFTN8df)4cWIL9ZSm@-izWK z@U)M2e_Y$8F97x>xr>Y~8rcs`92V{4S7IEqzagZuS5ai)pIw>fW(&i~V7<12oKwrg z=d+;c8kKv#P&)7wlcdgMHNC=dL-C=R(29wy7oa^jnm95L@5{B>J4VQI66m<`AjUM!0WV?);a{}#gjtYv0)|b}ml@AcKVvI(1 z&n=kaqpO+{jX@Gtimkqrxr4+;2A zt?_<>_YUw%`n}KhCIG2941icU5sept&;K$$I%-0^+T3(`C^rX!ZqAK)ZC2Nswms68 zZ-hMG)g@7;QPH-FT|j_Bl3pxvZte@e$*gOYX&7(&xj2SRhQ-lKhFL;Pfdfb z?+qC1tLqA6(GIOXvt;h-;%jp?O#TP}zG7#IDQS}X2f7zOJD(sS||9B<+&!Pcy z?59VG@{@1?=@Py&Vy|ajw$#@)Zmvu|#tRwqS_ckiY|T$wowi3~)AW;krXhFWMJ={1 zo7lCi=I+&Pao$(3ePx`)#mlbb_0hL?AzH7-Y44?PwzI_yA0L*q|5_3`nzIbN0H?%M z-fIMHBP>jwZiH@ue!H3=(WF)=3b^+jsva6a>pwpeC~=pUuagTKqhEN{8~kNn+wctM zoiop_sQVavuCrwOh|58)^=Zy)nS9>25cMnTWI)O<~3< z_nfvM;?slux!qx`cgT9an6||RtW~uuH4?Ye##B92>oVUhr~Ne}c5-77{>c9BP|`35 z9}YZI@^FBCQB5!V&bSj{QB?POcVemmksDOmS!Ria`qo9m?>w>+vVa4fm5W76A{ zA?@=g&Zb!vKA+N4!_}>~H)K#igDNNvT{ zQIfkb2tAWw^^nD1t$7e6(?%ngbjv%6D(yJ7c~CBZhvx@#M(kJWT=W^*JCPsk1(2F%jofp3jQVq z75mNPI7LXFYOQ`@{m$2UO7{*gpzu2me4)TXw*ZE=yNRh}@z$dJ0z(3bZ<`-fQ-7TW zpJ{-MphDn3V&_1fO6N6%wD8YrOYSj{U!i<>`Ui{Y7!)I^LXNe%$#)t2^Ea3sPkmTTA}NS0j5s!J zS3#i=7H>5L|1<7#llRJBXEvgPA{x(Jfx1omCfTzdYc3Jx=MJ3bhYRvSTs!D4dbdI- z8mkTPnol*YXXk{pn1@&6zErkv8hY5A0(KfVEWDQoUI6NpX8;NUbMD-d<_;kvBh=Dw{q1fC<{7ysQ>_eL}U?6|2R4^2h`6)hFZYP@2dx2EzT5z z&N;kS95z8!aa)m_iyA1_^^?HT{dy8J3_0TA?#K*-(uHsd9hcIr}L}w z1H^7MbG}nDY~fAZm}kxO6+4LR3mg8Yqy}%9^cS5TU0!E7njwufrZ$p}^tbu~RTgX7 zU~A>3qdk{;zxo`dLUbtbeqUXsQqf%f6@s$|h5mTiA$w~i6HwE~9F8zsx3G#lesap@ z+<|Y&w8d=htl;C#3yAA@dt{IG6-<=Qw@oWv{%e@c&S22NI?Pi)p}UA3x0={3!yEl( z{f;pFhpEg*wv7ui;7pMqV*+}<@qj)>UCcd_-xEvO7WL}7Pg{e(2w1PN9U4H4qi58S ztAlY)34rcJjUtqty}8*(_~vrM@X`=j;(>7{JyOGI`g!DEAZ1T#^LWCvg=>8Ra2F>v z<`}U%P~9X`=%Mis$?!!#yFP!)XMA~aSwd)+pKaq5HVHJ>y(e84dzwDVM%LtiV^Q0a z8)_`Vlk3yqQpED{RZ08Sl1LVc%EcdNfUrV35>jQ_dkpfNTsRX5x30yrr0v@t*GE_H z&Z>Zw&~iT@IkSBsQ%D@zAXDvXJTCrL~gqCvd-mT6joKcHWG5zHROG z2)A;ZkOMy?>q-#(?RpnpkUXdq*wbEedAQw!4T(K19nqKo8Y24bpC6|OR^(&iS zY&)9}W;z`o_H%%_!l?yhp}-9=P+-kpvv@+%I>C%yB)-KR=; zC5$^!Yjh(z0kKoluWjMRTMf8SViBIh^(2dKJT$-K%$@Q_OEXLTDIogK z2@`-JC%`_RToDie$;-cxwTrKJyBahn0eHNIs^!Xwk@7|L)jkoK3oz(<%67e(b)x7O zmG>=CkX5I?n-n0)G4qaNkw|(D6T3%>euj6yj_`+4op*=hjgUT}JrUu}Q?vFW$rpTr zF~{{K&yes2s?h(|WzvWdRi6+q|Spi-Z(AoPIrY&@)%-D>7K&NP)|0!NwlG#Irt_?T*mI^rLbcW5& z3cf_FrBPvgCq2ORrh*dgJrf}A;Sih-P)W}%jPZ( z0%x>m!$?Wa^*ocdRjm9JGJVxSE2s?TF6@ZUK-sn>MPUEHiTtSudr?kL;j zwGg&xT>u)per;*^e82Pbf_#`FDYhkmj-J{&u*RGDr7a7cN#Ui8(F&oOKb#JyyFjaS zto*_@Q1a_jM-SQDBnPco628dvlEHN$&o1u}whEVQX0c#x%0ujf=t!1XQt`F<17u>{ z$bbkKBYV;qHA4D2hxeAU)NF{As{MT8wbNH@cA*)De!{D~J*t=2 zH&0`27sm>@$@9;wd>cH|rz&PIP2Z@q4TF)ux0j+K?39$K+~Mo&-tTF#tVQVN$}gV! z1#caUjlhp$@kYO;votGu>)TPQ^Gwnp832m)kqys4^&A_PTvtvH&&H{yXaUoL$)`kv z5cgud$LbR+GgD7+>8>?;CXO{#pLr@BWQ!A4_u%_o@ULCwRzvW)-jdH8Jio-vMAFpq z3$9@1C_5lzrIj%#1f>3^iR_NoRq;SN$wYg+$lgzwoQ(;3g(g~*F{4iSiG_lY>k1+Wyq76yfLsX>2 z%ks})a|{ahXjpVhq6dgr_&?#0&6?QwPwz1(G}iRJr*29iQ{-w9<$14~L)T{jP5EBn zGhTTY%}X@ome>l+$=Cay>0lJsh!2Lv%2XCmL0e&8HgRfs?407CGgJZ!pYL?NG+;3q z>2+1(i91?O+*hjCT9@i&=fiGm{Tqn<*>kLxOd31F`Wrmf!3T5x zkGfE^1mvQtH&mrh%-_W z7MwlRcGWZuZ6hNc5C7!kx5^$4OlKHGiMZ5A9)xs2H~oPj4J~T_?7Z_L+Zbm$dbt+b z11Wlp@_y@6gflpCi@$6-2u@A-K8ArF0C1d-K9~Q5$)f-Z>u*$qwqj5h8b}GIK!5GkruNYqhr%{o75i8|;oz%w^YT zSA%PBvq?tThV@&{`WHAf;TSjQRov=d7_Pt4tor}7WT$gZkBiT(CXW;Qw6RZpjTw-X z%|<`pWird0Y`gPA>dCFi%)~z85o}DA^a&t92Z=Z&nV@y@WcXNbV`TKWT32hM(=#D{ zrfgg|CMpP8Zm6c5K8Ki9yUOM$J zlC|1vAU3lj4rjFbLef~3v#GJ-|fS?TjM20 zK2~^IjC>lR$CVjj2}s|l?ma@RQVjI_sCGI;i`tKCx$(0$kw~X{`TIg9&Sl9UUwyR# zDZtK2I>Zkmfh+@R*k_RUA<5oFJ$xibLEs;y*`%vox0r2>)W=aJ2T*@SwcyHe8LBk9 z)!%v@!F0iIH=B$JFi)vJ6xHtt6O}Nhcmv%FzIxiuC|E}-*7WdPo`Lb8J<&5|jU zehBZ@HwZnH=AtAIt&^V;Kb1oSOAzAnT1OSDAGvA0k6di4F}Zno(^qiRdJt8K!E?qQADaMLi#>)IqANY@B;tJQG?cH-YHs z^5!>NU;FbelBMII&zNg#y)n zV%azVpCzcoiZeotALP^06yO-fG}0~-f&wNV|Fe%Bw$}eT^`TFK_*{ZC4`q`lClSkT zQrcY#$z<+QG)UwUJ1^*|bjM_Bw|gpxNp~htjd)313pXFdIKcJ`wU6Y7RP)6R8$9&* zZUEy3-=$H6RS8yKah5H}x2c}Zdq(+(EwpBjntK?TQ_s7f{RRWE?!p25LzUYbkYMB0 zWKOr8iS**tFl+*j7AAHHg90iVqAQ?!biDT!DHKUfs?mJXCPb9|3=UYyToS&*Phdvr z466=2c*<`u7#x7vO~q0l^a`KX)v6M8aVgFed4#K3(A-s%rVbP>la=L~=o6|rH_2*g z4h7GuLdTCUn=6!;>&Ca5N!WbicPUi31U07cK_~E1*dNN&`qs0xDgn94lr_jh_8gP}cz~AMpuR0B{ja8Um$L_g`-aTaO9b(@ge^9mA)$I)iqgv)K`I2~fV zPqUsw_=71bOwU5tzoN(89$gR(3pr&;=u9G*6LwW=^ijOqa1*mMH%5axN?qIDRZ^p> zfv=%?e=D9b3)+#e5+re&-LhF%8G=F0?NUc`Qewnf1pmXPfU^Gcl8K>l=f>g8U)u6E zy5wW8CsA*h-VbP$=#%Yzr1=)`$h(Q-<5KoIU@JeTk5=p|D2g75%MwjqWpzV?TOB%S zQqF{Tso0gw0mh<7*~c`3)+)dJ6Xs46A)CKzO^DaHYbT*i^D_qm|01w#x3g2(jH zXc~twk)X+HAoO=@G;W*fGMqL$fd)*daAs|V(5VK$t19ok23!lM&c=qNxkYJ|ig0Gm zaDjGP>oxbfN=aP;L14N^qlwxvmv_pM8?TeGz>qW%d~MD=wDtLy8{B!J6m`qtulD z@$!9#P_GlNlbrI-@SD)&75c9micNo`RrykzE_R-QHNPP%831*o7SW1yBFlnf)C8z6 z-V-$!o9?)YMK+Vk%2ecpUCF{S(d4X%8H7Iu3WFYlR7f>CTUWzEajl}b@=K_;&h??b z)$*IzeWM!Mnt6?c4gG97G%NNO zv_{0`xa72vYn?{_hl@Q~gJ*dZ;tD_hoYDx9sW?9a(3e(yCm!c+|3iK(%mdyDi7EyX zPxoveshQ`u-y%Nh)HBsCB=LG{2y10twd0bD17AA8f>i-u*n?Wom9 zG-)w893(PWd0`}WE-Qs~y71i15apES1_}MVr z$0&GEvTX%DLT0xhd$`~%BGg6i3WG;<{qfUKGv-whQ|N(OtJTCudO)1m-fqR1!{%ee zut{AhPZ<_XX4c|Fv=nu7q7YE-p73h`+ffY^ED$`fUS4*O4>iX*g=d|IX4}d z{(B4zC~&93hJ=%kByXW(LQNPvaJ|a>e;q43OfQ%l5hVGjm^P67t?JjN#uoDB*hL+>Ai3Q2#R2+%}}1! z=D&5&<|ocdw;9erLeiZITb+0KJPyUrOHVUg5=UF2pS#PaR%zTyM}bA1RJ64S?~*%!&r9(l!Yt{#%d z5(9aMQU-&OW}Eh48|tanK%T*?PE_Zj4uQ)FyXkzBH$+1k2s~odbuDG_#lX(IyncPYcrqej?z^xw~202380T)9X+ zlIyRm<>Ve=!+c&m$ex6CYJw)~6`YiO57m;-@LOEW&144$z{R2a#cX+tOXMIdL62I3 zV+PqvYQ|mZVw0clfN9Wwt*%9xKUTo-DnnxD_UIi29`<;z8irLJ>VAZSm)QI-USb+QZQpmT=kae- zyrj%qO%5;YA$odjyOl$U-23^=RGk%;23eitj>1|6MB+(6_UaFFG($7ANIfmWx)Fc( z6tBv1&sO&_uZ1O&G>@D!!T&I0i-UhKK_K}&`(O(iPXJwGe(TufP4S+sth?4n%DzwM z5Y&(c(a1uA@9)#Hy7u<=D4MdTg(L=U@kTQ$Wn*KwRRaeg@5mMcJ;B49GOn~aa4$6Hvg z_?45vrHWtW2G&zZqZ#G&Z}&kTF2gl{`Z)N3I?Cg#_YAhYW#5=j@V)!{D6CfQ28r7V zP~_InB!B+8JqdO)O^-WQ@H|J}Q;zEesVgJ3e@IzVZy5U&3ta76vF%L7Xjup{uG2Em zvd_|sdq}nFdDxRq-toEf_q2=+%s?{Z6?|KJw*-{_+aUd)xL?h74_rwgOsjN!ZSA0; zQ@bk(gU(ifOkI27kc42_ct9M_{kAk`g8_?}=DvTIcR>qB^^M|c9gt6S1#({c3(NzZ z0|b&Oo)aOZSGvWopk)iw)rFGV&~$aqDIRL`>*lZN+s_@}oku1z+`sxZl1Dn3O!HuA zuDSJ3p1Y$CBeV)3->ZEYGTws+;F?eHA{v*xMO-wfEP2H@sO{F~?n6?K*YKEQpvK3e z=}in~_9`U2G=A^~5;CE`4+y<6HJY-Spq%;Jq9Uwf)sx7%_?S*-lx~pnAat>X`L=&L z3QGS!XAm?LrcY-k0xz|vcxd|ItYj@QVNW@b3c~zw^$T{)>uIjP;zHcK)gh@(yU8C@ zDpuDI?3CQ(ZCNx?f&$|^>ra4f>?^jCB6FYlzNdB|Wyb6EC|!$_bP+WQM%Fxi^S_Ff zxk%At-YWDc;z&)=L{`*Z&pqZK#s*$O#N~9qE|)RT0p|d^1NMCZg0JT9d{Gz?wb%QU z{OwVv@o=G*k0PU&wT3YF@Tw}33%O@IfIw{sFx5aJ01NYII=b1&ma_Gf3W#suUNCzA z0_3tV=IhfV@5v?Hu-BkHQ2IB_47=<# zaJ3lz`QjoW!}PvEtf(V5m^@U9(fLtIqAsLcc3I_<;0q0?iPtW~Kux^nROlba_S=H}^Vty~ET*i-&)CPo9Qq2JjPH}_C zG?h31T2qUmA)ye_k~n=OL@-9}?tw9Z?k&A$SZ4-r1Fi$C*aCEdHpl5B1eN7;mvBK) z06)oa`X?>Tf(Ch-WG#lq9ALoU)sw#mLdMdu++ZcHJH4K(B+BIgh*Au*dr$k!8ED!; zTtQCBOMUQytUZaL2(i=XNAnmUg8>_Ir3mYI`ii0nMA*HB7Sin5Uc?tY6Z~Xo7DI|r z3OoCkr8)(5EFAtl!QDhXf>p=wa921lU<&-etAfc>moK+RgV&7?AT`V;uWt)olndWb z_gKo;{~eGqMB zMarT+ZhAL^*y5p;=DPgnR~?zY2`{+VqZ{<8+WimVlkd_cMH6%wAAVB^cdNw^-}*Jm zz2hs>;$6$hw?YraVzBO1dKABJD|T>fJbzghd8m&hqN8>SNwbrM@rcE;Mv7vvRZX1X zsq5|d^w6Q?u7tx#SB1$X7>ZRo#C8WlN`LFtt+Zs6DSbPCq7>QqijR1ygA%pGlqg&n zMdK)61(B>PSf$GdTKX}8AU(NGM&(x_EXe3~BpS5+|9+K*i}?08zzVj|OBgh3wMnp_ zLslw2&AI(U&W#yp3rIPhpCgW`Bw;vD!QHnUP><^6rxBM%o`zt+Hl@dLl>M(07jORP zUp8;guGfmq-~#qe;`XePee>{fSnKN+>O|mrrbz&)9mqpJ=%EV9WQi?#1rvR`9$w`J zXk+WbR*-v>E8BBGkA}tW?h%}{0#2W znE;5j$$7BQv!_dFGu*%!-C&#nI|E(p$5hS6+_hKFdUdMkR!-SG#x;#srN9Y5$S?2$a^odTvDxHAbu z?iwz%HwK>rfx;6}C$0!eD9T^7bH~+(1Anjw%JWeer3ON;P1d|1>k{32JPx??9Tnx} zE3(8+LItw2rm`XeG&OGyz7TQlJd*8Bl%XBv0R|A zXaaMqvP2xOMpRk15nhl@L!60N{8or=!W6B)^I(&u2)0T>D|k(`_~hylU%N=wGo0(IrwYeln%|fOz=8aXq?Bv zj?y^Tv?#ro)0@FSjY<+aU_z{2)2&e|l#WaQFz1xGl3t8P22}4fi|o=bl5v^5284g6 zU0WKZ2eKaQQBgH%C3nh^4#QSoMW07m&8D|7Ip1{Y?`rNXc z-idkiG#jmKq97g4&!TNZ^AnX5B>YKti8i_A0%^Z9ia-kppZ- zb(#Bo_1=cwqnFSlw#&oYLyM$l^PhkOMio@9DxG#9E!@xyJc=CxwMzwnZE*fX*zzw~_vHSm+EJ#O`cpPi8L8R%@&)el+ z#fuFI&KN>GAx!Z%H@%zXdJ$oCnAQP|{?3W(-MJf4giju!$^hQ&c|Nq?Gg%B`d3m`7 z+xwaMKdGz)#m;|t?LipY7~J38xl|T^yRgH1{1sm%e{=CGj&nXw3`jo!?!j3tD(*Ri zU24#ihOt3pKMb1d48mD_^TT$(b3<7HUt#62qF6t%^6lMAueqG;77wY;fB5DH6^?y@ zZg@vN{bS-p1S7uy=fHT%0Cca`XtFKYIw#h<>#=8rTos0FGq0khP(-)JxO(w zrJ4<(PMD*{2ZxYl{$>;lk3%z%+T~;6iKqaa11ye*JV6-6Q_`bMp>B#!ND}NzmUnc1 zEj?jQ7T+M?$}xYgJ$V-`m4)PmB^0^Axq23Bp1e54L(4as|Ml>by5Wjw+!DrAP|w3d zPkVq&M*TqFTX@jA)3&fDJIo{Tn1cPcm&fZfQp-wX=OmG+1uU7bI+Hh$x-8U#fheu+ zBc$xjK9BEH~XnII&B)~RdfOWo|>u-(X8@!g0KSOnk2J_=BC?K1$aKViL zN$@-XwZ`jEcDSs(zDf9|$HHjnM|7t~krbP4OnH-&^dohQfv)m?7-c#2qwjVF^mBJ% zju8HRyU@{LetrT1*3YqzNcczj3%-hheCt^w^cyeW`SRucQ#@F%aRlLR6d}>(Cwvq( z_ey+3+24`P)!0R@a~IFECqO*xfQsa7@BSUAet`uh1VSL*s5%vCfScJvS%`v2(Ikk& zRE!xJ*>HQ50&cq(aH%?Gs<&wEWB@Es;U35xTlJj5@)klsemE}|w#=6m!E5wu0>+_b{ zO?k;4+0CiO?9b)jBzKTm?a>Z&(%9+lo%469^MD;CVgn;ISTae$SX8bjzpkEs{IGnL zmJ=_xcR0Y$?;~p?($OG|=c{tvzlN|MwL*ZZAO^!#DtiC@&j?p=KB*WEq_ zHr^y&&puWm&T&uBB3)g}>yhHOpLZs0Ctf*qx#3Osc>UEQ+KVN=-&f2Zrj~^b=-kKH z!B`^mMpgW^<=)AOW!<*b98#K6D?Pj?;ko!3nbYo((vC?cw}kN< zOWfkJ#;DQJCZWB=LE{NYjQx)36vNfeK#rV6<&dA5xDmsnyPtKY8ey{Lg-Qq2TZTfJ z;R226WioKt_LVfE!0s!9R;cXI@Nd*uzWE;(74~iK@*GQ=+9NGrbKc`eGn33qB~_qT zyBlP8u7ml(=_4;5P-E0XW9Z{$OeYFoDIMLEdXlB-(ZhSuyGKfe!sSS1%;s8m*W}m5 zjb!9zlu4s|Mx$j|s1~S`H@=7BU&_%7p^3*`U|FE`%cGRT(v$w+04i!G+LHkEAJRYL zW7S3}CBHlM)3CX$82Si6{F@gmoj`I1Bq;+7_Xx-5nvf?C!)oT5>%%?~#gW)iRXn38 zJEE@5nx;L`h`2+OEqWP>01c)xv>8ZmUFI&6*D3J{Q)(B*cU3Hp3Ya~EAa((j8>EMk zk&&5~I!kBMc&}8Nh9f@-~h9EH*5JLHMa9=K_BibdomsI)QUb_H)ApF|mF! z)VVaLQ<;;m-auskAR3{rpGnoWK5=;wkhf!38qnSdK;g!qYd{mAo#rgcUS(n?#&kDq zfMJ52^kZZ6dx-Qy?}#}0`_=YSk3aix5d)|cBs=-qU*g;4-0=JZZGF7fTT_XoQGbAG zPqZoahE!M8EBeSyHjKxDVyT0U34sEgFu5Z%_1%X%;;AcMoU2We@mUZHAJu?J7W7E^ zXU}RVOx8Z%A2K{eyP;UU$nT55=7yU#G8K-85$&2kL}Q=(*}Z@jSNbA6VD@Z+7{0-W zbR+u~AcQ-H!kYW8=C9tUa+U@~W#9|AG+~?lF{r9ejkkMnoT00OJQ`x;u1ja%MwHFU z@$xA+M0T>&c1k|PcwN<1Hf9j8jz7b9{$z&!4l4A}Y9>GnMV|#aJ?N7hM}G=E0BNbP z5i03fSjIR}!!YJ*%=eY2cISCJdx|a>UtFTLT0OXG>D{{{H=S0imsGOP(+@ONo)6Az z_;%OL^IOag$7GMJxfe3OZrQICl=pF2wXbMetlj0aUq#NU_CC*)JK;O)>Fh&mZxIcz zv849BnDHWUsqKu|WzC;81RhX&NW+^wWUnU5%Jozvl_yn6wTWL(D)08rkTp8?ZQMI1 zVed)e#guAWUhpE4w5DV8sD5g^gw#phz#YxUPc&scl6pg@9C^IkVs)I*flt^EN<6cr z&Ttji`f6HBh5t98dL}elKzlBCv9ICvHuwIfs5r(@dr4q$VY$DcVcTCJFYMUEoeVB} zgeHyN?zdf+$1Xh@|GGPFHvgDQ$qlFYaCh>tpgnt?7CF7h8zhZ2~EX5_gCAy z5Y2+9>LH>oqtGc-l#w51<1Vbf7@%w?D#zFFcI(YHpVK!^Pa>}v(Rt&QpPB8nJ@|Z#QSQAb-4?5~8NC|XlJbWbpPlF@BF1(2)|Nwm z&mef1;|~&|lw4r-Ze}M!qXe$Ds$!3%&Ok{JH@&UkTXDdQwBs83*%M#x%;ZW5HA}N? z*qrnSdGuvf!mx_E1O2YQ(mJr}IGvIZth+K=P8}D9W$4KFPzOD=bOgCC;$PbGZfo7H zez?0kTx2}i?uU+hd__s^vmVMxg}c?ZDHLj&5;=scRS;4gLsC+rarW+}-m4C!te~tQ z__l5 z4V;S(&h)cgsnop}yvFNY*$uQdY0LH6e2QXDS~#y&v`lBvv5HUEWkh4~T$^OOj$E45 zJi-&==x$G|hBATj38Bq{ zizRl2bd^UMooLN^)Ls%S8jC=zhI^ui875hvVi?r)NV+rjaj+TNmgb#kwm18ko65VO z>}?^{S|Ggc$THkDXx=&7Jxl7%O21|5ZzRN;y==sEjJ^R756B$}iiIaikwZJ1)2YaFx~Jz}#=*eLcc*r#E8*+fY?Cynm&?I!vB@{1GP zPi@i?OFX||w6`JZruVA#E(+DVL7bI(@Oj|)CfOy%gfxZ1 zE0oym@2$0Mi1xfbJ>m=9;(Is@!c?UovtuMS$RXCl67SYsUssMKR~4=xPLJlxZz7tX)ZN zFyWC{_vcR(;SKth<;B4(acl4w7O?L0b;!9g_+cR{V!kA&EIjmQbIe|x1;b=T^ZF=Kh;}h1NM*oZEZM&&BhBND%1ICbw0g0Bx4AGHhiBJZTmEX@L6#3mFt8nej6JL zZX@z{Z`oq#g}-|bBl#X^;T#9Eq6s7`_K?A%GS3ba#eqHhzbB8RZD$O>4x|}uUUHK~ zO3F33r)99_=2f%%Efw|bo8sMTL}iO-3!3;C?%4@iuH(2Rr@QqvL}l=yXnKqccWx5rLv z#lG@!LpHk0=Of1zd$4a><5`(W7|MAU2KJH~-Kk00PMgT-e5!6^3oGAs=x4KPSiX`R zJVIK9#(C8xjf;aE3(^)rE?+Tu%&;mkBy7B<0>Ot3=)xMWtu^`S*OsIFw!CZtYthJD6Lvvox`^>%%R~8n|Mg-4L{V?yM*d<&cCG(&N*Z;Z|u$kOsO``wNr{_ z50rT+p6_NtzLQqyPY}o96`^miNL5qTyq5f9{BHc#SgO3HV~cr_dG&^*} zH>h?q*$){EOQ9CSVI^~n^o;y^2n%zgP7K8TxIi^N3BEeU_0S$@ake4xrP;(>!#(E+ zgfmoRmVbnVh64!Z{lM_l1gY8>{N!+yVPXDNN`DS$i@U_G&% zeIZ<;<%8<9TpY+Dv%{if^2c9?sB>#Vd z<4fWV`*Rs1WeXrxl6|`3woSAr80}&wi|E5^4cz8iBaOJ+_-UR-8F*$(`Nx_*x`q!-`bSp z;s7HH4wa90#&vq`P1{mfSg6tP_VPLSw%E@Q#W{YQ4>oOSDw+kQg;)Fqm)Ti&qB?wXeM~Dg;c75%gjsGxj&R$Hk>a+da(8#yK-N3> z_n(dp7ui;dSf>?z^%+vhrfJsI#|baBE!Hj(l_;jc+kkB17dSVH(n&n&=JU^+0e)UW zi;TiVYzO(*Cr)+ZIY*s@9ehrwjjQJzY6P;&i9vm%UDSM52fU36nj_tr8Ma&16KXD&{fq(;tB}Hd$%hf0Eb*4j`z`JgE2 z>#t$HcL?%NSL+_q;elRuv+EDCXXWg_z(?j>1>$$$p7f|N2mZn}f5G_1+h#I~k7PW_ zOy?9QtnTb448@9xcV*aNkJHWMXyZO_wPE?gYTG=vo&S5+eJL%!rj_p-IAJOh_ONuVl=r7eTEgMPiu$?%tlYd)AVxq5WS!!8&U7~J8O)8I4jpD6C zbG%YKv3by>B!qi4EZ@y(mvjHcAsSG#yVfBaf(vSldOjGyDnitA4Hq6UryUfr?YwFO zh11omC!s704e!3=-zQO8z^{I|(wm3fTYR4FUX5pjPvQI#rj`=_h{GpJ_x%c&>ihSb zX@P+0em|vv>Frh|#O9$$9b(t|lJmuILQefvwp6g-}srFKehB?VWajqSOHpx5Mev z&seDW?0QW$oaLlj{{Tx{pkW5T{r*50{C2k0KJ*}}uu)lb`K3W7IgJPUw5eacDwdui5m#$|3{)ER@pR=-B zt6=$dTRs>pO#$wHG)-r}P1)!;=Ime~4bh&|k0mmii5NLfGLK7nMl{1nVInM}iud9D zx>3Q&hr?4X<@xr2y2>+gEOvhM*SFV~s7cJ!Zip+i{E|oTfwBq?ifGxwFs+&%@ou$_ zQ%Owcoif{!^K|!tLyXt~9GK2fF53KPwq)wJbhG~ZLt%Habn`y;9?qi&W2Y|M45Cn) zLt+}SEB_XW$-DEmSY{6&9wN#^ZD~GL);=bm91IR03cw;5Bx+TFuv~ySL>U?X{L(1P zH+#a?VT=cD*N#4QcJqo!U$4GwwuRYB$@pjSY%fc_))$BV&G1RUF?iD@~szddVS=nq{~030IeOE)sbzGJ~XmW zfFd94s*Lu`$fOPwaL$U(>=^z=_#nqGx;|UbvBl}im2CViex}{1s2Y}3QsEG_ZBE#` z<@p^lADN)=Ub{l!#F$7hsd+OVliHVyR|it=mGC7Oiab97N=MgR{3%+&`c%s%4sr7h zGHB$2EgDHH;HT@Zx0}$oa!RVp!QFpE_)} z1f7NHrl#a5pb$?lzcoNNQ$KmoY`7SE>_(-kD1gD^W#M-pGVZ8C5DP!cP2$l-;yaq; zdrBIksP%1RFc;MU(RMJPhi5Kd#fFyA+~haW9i6Z3Gh0b~o0I1kT&aO`_juwua@1yq74rnJn&LC$-{6Ady?+;>IoOtxAe`9`~5UQ3CDlj`arrPm_=&?7tfi)0LPCilotq#7qGZ$+YWDHa7QQ^5=omJ7d$EM9qeNK{8RDjCs17&KFJzNqi;P^A z_;PcbkkD>h_D@bHgr*1sKvC-z#MKN=^y^1l&8=1yC0gibg5;?=w@4ok@J%%{XrO@rj|T9kc7x}tinDDrb?F#r^_qVw{Y)NTOT;! zu`w-9lOMB2X`n@A3=>%1sZ@K1NB($)4e*()cGR(Mw`9Uq{d}X7zx3Bt?HRq@nTpBS z4U%}@n7Jcv&&W)Ba%yI|(`G@^+pQPW-)y$Tm}iIN!AX5kqQMrdCi-yg%!ti<`9Mv1 zj`$Q6715HxcJ^D7xp}9{!aoLYiXSno3i7^RY2PjSp+IPZ6Q5K%u)DeV`)7falbC#d z9w*j+e86cP%%1AUrt(9F$4fT)ckh}?-l!V{7@=2j6x{ zqgSXULuHkT-->6?fx34!;jK|G9V?Ij5kEdaFl;mzDpus%S1_#sys>J=I^^#Ht!kpHmL%v zEuJArTgI}b+%R4)x=ADa>{X1vdAZIA)*PoFw^Lu?5OqA5l-#^yAdMVz63d{5DLV4X z;szokeo%YZm@Kb`$ZL4QCOl~2zZS=@!v0%`cAUCEj%R<4)P?V_ zesm@AAPk#Ul7U)PC5rev%Z~sLqmbgW?TyB<*0S@Jx|Mea?1`3!e0I#)yIwEEmb}$D z&KVC5r*b}L=j{RwoZUTRYp<40Z;)cGcv_05M>rbCLt1Jhzx-MfspC0y-(2gz4v$dD%&$@(jonn`un!d@k^sCouvQvSp}& z(x`Z};9ZA^L@Hj(eO6IUzzW;0eDj9`*Ma0OtA)i#YW=~#eRGA5vX#_<7tEW z$KGyde#}-jP-p> z20LitTzB@9>(tK!-OQ`;RtT=USyG`bs4#1|aG2)n4u+j&gEOB#$a->?lk8Ve71<2) zF%_GleC|l|TJW>_1`1aC&#kLAr$r}>@Tw{g%`P$A;wKu+NRNGeKC6o&XsEUIyY6v+ zfpD#|vWtJf4r!MOk*7JIJ$zDQWBA3F8afdYOuL7B)a)mhAc zdYpOT(J?|snt>vHG(~#S_`$|u$IQ|*%<-mOpFZX3QmZ%DJPi+ZvY!*!qS>&2^{Sv} z%d>_YxB+q#Y?Y;1Y_o;R8q@dU(iQS$CV&4aX@SDX)*Tb#3_xkQD z6l+x08adfAbBCx4>XK3oWNh^=Ln*}WVGu}lh@?{g8^!7Nf$glY5yS;e@($TXpcuO7eV2dj@{ z-p!e|r}ih$6R@r}oojiXcl*2z$uly>hpawaSuwS-zDgv76weT0y)rG@&W4NQdoOs1 zwC`#UGow$5e1I8P;S6h?FgceL6ol(uoyJoB+@NQR{65n=rZVV(78bUTT_8k!R`bEomir_CDhL^WdS)7&MAgCoG4_v5v#+ zM@QNI)~hoJ_Z0B&iD_1ONl?hE1b}2L z)^zvo-66&^f=ZTjpR^c}&rg6riM0Hmrvs74~G zC${q^_Sg$83H&am5^<0lqr z$@r`5WVxJwDdeY9eYXq-QoAnlCyZoG2HCc?g7LhjTxf+Oy(Ty)h@iN%pBqxYD zZn4cr`Zf32x&WF7w$i8%O6Lo^(}fSMPQlxTJQyNvN9noR#r^*BwN#basUyrX$emuK)?LryPlzeyD<;h-8xO1? zCHOk;rpDeg_dD}`kO5q^Y6Fp&qho*&Ek$uSgfGD9`wZfb?!)!j$GnQriP#$3RD}b} zNC^Q8?g}h?`&#bTKPU+qdnppaPpfahKivZ1wwftMS&M}89J_9?LnEr3G47fdHQ0XB zyo5|jxNa{Nxhqo4E#I5nXr_s;xL+Fsn?qN@K6|-khJ9Hzhx*SSvn!~izPatXg%qQc z8g{mUq=fIcXHcOj@T_KW;74nZ(lf<>Q^Bd~B}*#6uf*nl!7K$*U83*rUQ~zOC02K| zNqSq*cO6^WU)Ipyw$jmGWX{M1O#%Uo>o@?T>apG{dxX3F_BKbUgBdl?nbQU zqh0Z~Rm0SYuvOB4BN)Cq*+Qct-uOCO*HsK-GZNTDiKW&?%NP#dq!D6sRZ8>0$6DKU zj=_BE0?#MskBl?N^MUYEqhI5Y?M(YV4T$6ii~?PmEy8L5=T|{7JcAUI)RIXRqe7{j z?VgPnI*+hkd0zjn6A>bhpGgk!4~%Mkq%| zfAT=pPQBmdJ&aIM=uf$dc9Z0^8&hKd6*h&w%m0@2Ti1$384=?14+d)4t1byW5gwDX zT>i5|`89FAlIiltjHJoAQ~FgyV!L1U{Q`@N9;I(`nt&@SN411^a~)cQU(DFfiQr{w=RWl<|Q&FiyE=KI119*4#OBLc+7x=l<|Ge0lKMC+U1P4Ytf(RCddnEX&uW2nszNEYAn7Az?D-S)S(a0%hJ+=mUYIAT@OUchoLO+#yFbg|q;<;-|$6 zqgRZZlw$X@6c@vn>`lERipCFZ;etXsNkb@S8t|C5z@92}>Ta8roe}}bl+G)Bz1Cu? z*p1O~3;9xrmOBO*w1FHygUYFm_Q>XgdI+1(i1%Ig_y*7v3`LXVTk=5;*1iq!hR0KZ zN@y>v(D$L)2NNMGKpP{JLjm&Lc;Cx?jRg#*s4R|_f2Zpc*I3eN8@$QHXtNsle>p;Eh4 z5^alw-VH5FSLxU8fEPtRipz8uKIS{j`ZIA?z;a$Oudu;^qIqY*nl;KgfjX4!lPV4I zfG^D1MWLIM8LE zt)s5rC`I3l%DL;wdnq>cRYnie9?{@TjVdV=?F1S0hmx0Ks=&5mzxx^;D_?K&op;@**q{gJ6$b8*46Q%H_x6(>a>VvTL~w@HQi;08FQTt3vlZK3NRXROgT}A+NuC3L?_s58E?vFf}}e(Eq(TaBgL{ zZz-fKp$7xTGZvK6L@|I&Ts~m@tuPUO?71H_zcl`nmE&;T8BpV~m;Wqx5lyurhm(m9 z^O}t)gy|*Y)4We@6(4GC7GS+)N~$G0t}M8|VdTn{E1}`nRA}ZuRq(t(9j(+4aaMEp zYK5@xNOiO9-wV~_E;k^+5}D5>hSu#lS9CXonGcmde}y<^gHZUX;Y6*5F9%*V3q=XW z#b(!Hn~2>%PS}LUw(#gFdk4m4q*v9&f#hRrVt}aju9k)qRSZ5*n*8J*lN^)TY(U|@ zQ&H$kL7_)4oCO|OP4pxyI&@uBXd>6)&DV&Qz{hU%I|b9!e2a+PQ7X1J{+}*4hw6yW zn*=YP(|6RE+iP13smcoSN(JR5<^`UtYW{xDw|hRwq|@cuU218mdSFPmm+<@Ofm2X2 zTl{M4ST!`4-SskRSI2GIevm zF-PH^Z+N8Kz4`Cos{*>#291=$V7ebq7?v#gwJ3KLMJ8n-Da$;-OI)K85j|#74#6UU z?ulxE4}pq+%A>Sb`2`L+?F0pS^~_e=%Q{Yzy$|G%B7H+}%LlckcRJqZ?=L;(QuO$d zv9;!342q3H7m(0?E=RN3lqri7|%HDX*daOO{^nj7W>a5iu!V zR(kTdqxRwD(jlLu!>&cgR8wM`m4Bido|IF)=M-iUb$+#~K}`EXlInewTs_$Do%ki# z$Y3=@Ur=)#MW1i}=DvsHmHdDr9pS37OL86;^it<9O8L%kEWi1WwYlHNoM3wBk<|;y zB)dauqk&tAXxIRfj}UDBuEDFYe_B#o>v3i)#uY3y>$IdT@;VFiW}aNeS)h3#b@ zPo^)!S&QVE1}Qv+lNeF6VAWlzpmn^4UbeUrW?CWtgtm=(3tA$oG~rXE z+x1U`e4~4!T~P1RCuIo^c)5Q8gvzby4V0a~{`1B?7HncH^;8Q@jD#!Ch2bbu`i095 zAE~v`G(nz}bc(oB4wJSt7GQHYdWSqbNmG`v#q?dXJv@H3J_e5OPgMT`UHBvoP*)Pk zk=WYIGbQcYe8-NXFC0jQFI<}K0cna}_;yc@GYg5`z}eKpovO5O##==~51{%;F?;d) zA2F@U(+Z&m=^jHzAOf5R!#wcsY-B`W!VQHoh8PA#aK#(K89J8vYXRCaVg8w%5PxS4 zlGa8`OU~v(>mq-h?@#jU@D{6Hzze!TrQ3U;*%-`jX+Gx`R#PIiD=Xz1vRtyJ`c&mu zY3nVwcA7Y23ndrTBBTIZzwSRIm{pe@(@yh2P~a_(Ad!OakGL96~8|fa1K-riFJ5Am)8IRJZ4eOxD=LB64w^U_SQ% zunyJi)z9uu>?95WLF^zK`tS}m^iNwumrsT0B5O22(Am)KKk$a^DB8I_hbqqKl=@t4O+DlxuvR2#tG3;qJ{9C zV8MYmZYGJbLcW8ou-TTvZTVVL#kk=0tgnbvK!}v`ln;TXv9nyC7pc7npzck)}QIkr(gK2_y$~;Bb|_8aVK=x~v_EvH@C~I&?+Y z{{+34eCD*!Uw<8AzY8GU(?{oU#=Ag8P`cKb#kFgQ{XvnxVh^noWT-A}ezk4LVUm(C z`b09cjo>&#>oePR!=Sj@$^ax%NM8W$Xkvf%br0{r-v{ys!3o3hEg(>|-=`pdvrvog zzHqZ`W0iyJDM88alFW*@uMlFlSiukcYty5pS=WO(x=!^*D5M9ugm#a|oBM5Q=ML&5 zUh?O2;N>f?r3xpKP5j8pN}nMIV$eWu-g*fMsa4~ME4_yqDe5DY6=QGCe9Svku=&XR z2o|JZ>uk{i_8BM*GAQYva-%rC4kA%E-9{1oJi1O-X=qLwtT)MSD^6ZXhrLJaMzaKT zg9v_xfQtO>HY#9LNRjs~w6#9=7mHj@%^3d5x@N~8zzF8)6MiEIYPI7^F0^!)5D^g_ zlTFk}YL>vk1kP;y8u@#$x#Ad4v1mcJ_m3b>ukzu98-(&rvv8)VWU&SH4LCi)MxweU zO_|MLq0>5+kqeJ7q$sw6Ibs%_WL{e+^{z6Az}>m7Yc^cn?!u?Xk8Ou#t27)JQeLSM4S9mZFbysZVo$6=B z>TX3_1`HN5lmq;;F!)C@#96|O<28le5z*|sIK_?Eg1!>Vt*0MM3He#txjpn8 zw^=U{{17#Aop(jt&qxPmGkGAex}1nYI@rA=Y*R0;q9K!wU$uJb7bQW*TU1ni82K2- z0`Tz>($$8Ye+5Zff`Qz(Mya7N7Ch36_u` zaffG`YEfM6y-SO&PrT1e075(YFn@x)s^s8m5Bn=dY(+R3HPdMx$piuO6jF7t;{+m{ z9QIM6OQjmn;4XNj2l!0`gDL$?uK|XGBbY2H!BX;M83L5=nJ`~M_pEOH_xuSBAbvk7 zT@ugg68LQQ`B6w9NOg-RV)2z7c+Fe+L<50mn z;5hy*(dR3MikAz4+Q*4s7`YG{)duWY6Y2OZ{3Ivr{h ziN;H}m4+bqpyx-pnI|B~;LM~of_&$PA4m!OGLaDaj-FM&L;>?Ph#U76cJT5w?ax9{ z9J95Af70NRcxP-)8L5!LFuwzuUQ*ox{4{o-0}CD%LBkGa=^=dG)fR?AHs-i1z$AF2 zOY`vJOX3~}*Lt+rN{p1f5#sB7ZtsRd&5xjTUV+5nq-+D?`Klqbg2LJ7KE;CI>qrTe zWna>4^KCzwF1i}|O%f9cn8KE-nA%LLfRMESFa1(Vq!d*XIT{<{ew#Rb*Xv3rT#MfK}0uTYuQYbIfEl; z(fCC4VQJBH5*@r@21nB=rKxpluf*+Iho<`YWw5dZMtMUF+llwXQDd)rwk0O|rJ#-u z;FE^kJ((Xmvwcs$$ybmnoi7IG|LiU@hdK-57A+|ZKLFXaNl?F7O|a9oz+S*oVbM;g z^W(N?Z$AR`J?a@$J&R*0z;UVX(f}F;(?oD0_}r!HV@+#pwk5tq!LE;ZbnxKs`?!EQ zRy_(Aa-g@t^stHm2)jp`$T8RTORlBI=tm!d2IrwWww51^dtL>XXLz z2v+KTjt^D}i9Rm#4WLt^{KzB<@M6L(KyuqVKC8F2fGUnA|9A&-rp|#&husteUG{)& zkP>Kk2_fGuIW19Pp^vu1tGCk^+;aoL$)c=b2c9sqK5%=m+sw;*u7o^P3 z4X(@(Nwne7Rlv<{hQ!OG^u0BdDV9JBySPy9!Yh4XsgYO?6cs2@rNV#t)0Oh1linoSEn zs1Ud@8iaPS3zA0%4EzyCpu`<_m+^pa9&0ENHnU;ecZ{i{7oX#NLk z{MZ6I!;{Msh5<$=tw%U8S^%dbDuWDL)Usp=y@{w(=ZUlk2{Xgc#;BIy2o3+S&eugO zD!8xC--wq*htNhG1&$xTi-Lif_i4)c4K4>q_k;k zSOf5W9+1%&+{o{97d);2j=k;BBqdKgvKb&|;vt_PJe>mHa$73vA2DKFfr$A}t11`1 zSKj#e5RCuj>RMa28p)~kv`8fr_K-cjfJgpAZD@}T97JVd+2WMNS;H9X7z8L?VtheQ zvD1TPt=KtDVYFs|uMXgTH96cOidHvayTs=0TJ4_*%|WdSW#b^QsbAeHT0|dvzHlB| z--I;08?wM}+=Frckt?8+si!(F8Z`p)M>*Y<4Pk4v>T_J1Li|kA+vy#D|GvYm==J+F zt577N`|Jy{9c)h{?am4+f@maOMiB#@QawJt@lCz8@kRi??niUB)>j2gw3`7i_HM|5 z?yy49T-7NRP>>bm*+3|ae-;VhJ!PmH6S}@EQ2Q&Oo5a?v!3BW)&JmeJUz=-25i!BG zCOk%s1AX2M5H==up^oa95F3ae)}Xp;^jrEmb=%OYTzLtYXn6z^xZwSm z!1aZ8M%l?xe$`#Ayqk{VwsQl3BQ_32Q=*2&KEE}FV&^37hT{DBA?-+W}(hxa8WOkNBpF_ z;VYiC)e#+!qqqY*NxPR_?+TZ84KNzM;4zo|^$9b11aH+a+WZbo>(v_Wghc40& z!9~(6bDrj(J3(9~sHGo#sY}a?;Cmf3${k(mCfutF&RF|DN1f>8aViEWM9z_mX2uD% z#3N?aeyo#ofex@Jz>Xe4{&^)!`an+NaJZVoN%;978|=lLip}k5HW!T?x&Af@^mr?^ zrF2sySy~_j2K%bTq}nQ4Dym;P#_in3;cM_c)F(-GD)#+OCblAw2kb13mp@x-#j?Bu z)rPCBVE5}7Qvi%E;t!;26=i0lZ-0<9sp6C8jvZN+P4PG3hKc^+^+lrmnCFa;SWPd= zGBJhUQd_P2Nc~Hc?7Se65l1UT7}G-C0M)@Cv@LuE8%Mhqh9zw&BpXq) zhukBeTe`<6aBN}yy@zf3;b^P{`pZ&yt1(`H+^~9oqrvdrly3f!=(hB@V26nvBjOP{ zIh;q11#0Q_$(jN;_9K`t9gxKr_q^0$Ww2>?xkKcQI)Rbf&J5U1NmGGtq4$fu&{>lS z=)O1hFhC_j<}l_|cJ6d?Mg$jc)EIuKn?GQb=wB-}28!Mll0`w|JL>s96U}~zF*-mU ze%*m7tl}%&Bxf7#BU+{{+m6IK>|p064vXbf0%YBM`=8f4!0-|D_j(|VNuH_#=F)QG zOKBy`&4V)o)`ztNg9g42`pKiwT{s;*5HGaw?diV7Vk`Tmpw(hb^H$8iEbXxRQu@#p z@H}?8+lX>%Ev~*%_#Pn;Qf`}2RGxjj;VAA|9U&TH$4(GuT_ic{&@B2v@udSx=v2B~ z56;cjlg$VHk4@WrhZ^J_mXpN~5zqL%>mQ8<#ESG?s#)F*{&FAc(?^~cJn$17ik)yH zs(OD}$CS?v83RAV9^hRZWYkfo*q4hAd5upwv%1^KiRropG_){kUXY?TZa|2xtW}8( zx}>~7gKTvR6ICcw*>MrRO3CT~2U5O_h59RXH?hv!s53CEc_o0LiT`pb@N+Mj!fWU^3QJ3-GH8LI4lvnXOr>gm$qY&wiMUC$)uY4dgj*$E zrQ;^%l`_G_6P2Zh1U?=zC<$<6a^Yd#4|xL?drd2jwuXN1Dt?BqfO{;&V(>JXoR<_1 zr0Y2GBE_Qf^D4bmkq-ls^(RoSwpI{uNx4>Zn9HaCjAwscOm16USV)HHBQri0yk2 zZ&4lAZSDw;xj?S$SU7+FyNXGm&zeLsl|x2lAVP6_BLY!#)R_Bj6MC4(XRFzUvK}=c zy)i1BV2h_&N%{nPVMeV8MGqi`&@_i01V*Cr8>io@cv&H_JCXptnNd78IQIEtOBkC$ zo~{eKFNwdXig5`}R5gIaUk1z>jf`jj4_~%eOX0t1iM#+SYEW)Ts0+xjYO{q!RBFD6 z)tC)waip{ePSUN8A3F}=tUSn6QbO3xLjynD;nv4rQW2AibLR~L^z%<8?YTkw5N3~p zWl1|k;1FKS4czSlDdBH_t;vdSa+dqMt~ zn#nPc`=i2+=sE_!24@252V#x|x|!@9xCVyuXi=8np`nUGt6U|>*z!$Z(l^c+>CNOH zxe?nzqamJ^6+AeB=WYPCi+EPzPS#A{NiQnEzjNZTWkx3$E|dJ;Jch583G4E|ioCqr zzMa(0imFp)=%-cNrq{tmt$~(3Mos8stN(T7-WvTY2Sllw@S>V8P5wepbl@7Gp%|Al zUpwG*(i*#kZ2;hjgLC8>V&B@XaMnCqW24y^1urK3xCEyXFXl_q{kkkf8Y?lJ*JgZv z@gjGjtHPqHZ24}7t$`MhHY~PY<|q>L zW!=52@eP0JwkI<9eP8l$Jr(ToAu~G%GR3_B+8kgAYC7wGD>=-H(hOCq6wqA}V-W#*wzmp}llC2)%DAzYj@^IUkpIEk!pzy1iZT@2e`wmf#f#i9lit6vKjS2sDk9pk$vbfClLX$jCq3>*kZ?pQpVn_3^Gp zI;`ngGZLHsn(HRmO04(sPDKU<;xfv*Ss3nRwco9E=I^mr_~U>kw0*$Q-AQ;(hNOJX zR*YhcJ6Ekk`DfUMYON?A*}R+x3VCz_wJ2%7;zGM55;XwY@d@b7F1f;H zH)!H&Ep}tqIHr$MeSQLPrP^a!xI^`fdhFIKn8IM z3)%i=z?X=9XjxC(m}=!waGgj$>o!LST(zy`)!Lo7xdm1>XZc)cqe|6m8!3aSG=V=U zpN6*Rr^t`xF8_M2UYsPzCQ{5LFw)0Ln0r)Kdg;6t*F`6*!(A&U@(SpI)}@Q2RU@ub zY?x;krK~<8``;J=sYzTI(p};xaZ+L@F|!}+4KMC@;ECj$E9VWz?u{5yYtU8R`MCc6 zElSGKovIyYudfu1Jii(`|LGZFLy8M@yrRPTB(LBl1Q}A0mBeDE4k})!Nvzwekt6g_ z_Bh~is#=j@dny0%Ps-oCKAh;=Nt0xXKF3Dyi~+ib(It|qDdA}njP4+~bAWfsvV^9a zrE9wC_&J{F)QU3yWn+$LCW_Rz%-_)6ONi+iq=Y@YAO&nR%6=p?{6$&&yi>#J?#c=8 zTQFZHFKsw{Il`AocAJQ!6eP3QpljiRfSdO$#lIGSx+gJ_Z}>|T+ji^ewP=G7OXZO( z+`w%`W2exTT1?j8b@?)e1z+oo4>IvZe<|!!>1D& z2DVa?rDXC#-`a=L&)!F|!&i<$BhBC0=i`I@VQdnZTL$yRNqFs>Fqxy63r#X~9<$zZ$yOcYoD`@PJ9c$|sf7LF6FjO(UA5BuP}MbCOoEH3BDW7WXR}qY@o8q<#Y`?Yn5L-O4V2 zxJscW*Bb^^ftiI&yx~l`P9!IJIW(ioCB_S4utx5;7fYE7vRfaNeH5F zy7{$8Z`L4MWH1^HlJ%cB%xHag_nur+czN8NrD%U7=r<{0rtu>hbSJ{n8vh-=oUMK% zf7lL0u{tz=@lN|BssoF0GMI6m*2-uKD|XxH17{Zj%gictk%Rz=Gf=vkIN}ZZGhaaH zo>`VqYGi9R)TEK4*zUW#IHJQ!Z1?ATKbBplY21K5pmglF6CO&wyFbKY6kY?|2D@!C z$3Evmpj8PCl?d0BI<4df*DcJR%%47yHPAo?z4emlq8j#A%FLDDNiUgf&-E9hVhCvl zVrvduHxOtP7E#q>Pc{a90isl=fAEs|kJQtBw{R0IAi>H??T`}qi(&Q*3!vosvdX5= ztZu+g6BGTlV7*o&=!oQGNti-RBlu64s&#WkAp5urOLyt>!8X4Wl@oNIyW9PqYaad) z0};*cbj z^X-5Y07ps5;2y&hw&2jdMu<5=!E>1}8vEmyI~yn{PdDKxvg7wa^#HeuTg3ss(P1?Y zUjl=|8A5%)`ZH);9ZE@ImvE9+;kk391VyL~jHuK#{0S7{(3Be(y)u0hzb#{d#_(~j zKXuuFV;Q&~W$hoDx%a#I3ZBThPViSX+*Gn9AAYIP^MAE|VQ1DZu@cWj*zP7Raue8> z>}aJvI=r%rdYAP&@kA%e2BsiKdp~cY=vw@fQhglZ>Ih(!1j4BQ80HL!9rU``05mHn zDvEvh&A)rL5TQhx{>iGC|F>Zt%0ZH8lw(1Kp$?q@C;r=qC4?dk7(5pz;)OXbHr2-yDQ1Xb+I{9xaP9mRCs zmyq`Vx7k+KizkCbem^+)+EaN>Ghh|C@rjh+M>y0V{W6YF?X0d-9hGAraa_C<(3p>!PP16spa< zs}7lgRShlUNcyIX)zsBp!2OgNAN~>Ar@BMu+ZQ3K?HaMc5|3(Vp%_lC{6s&)%QzWm z0Y@r$@Ec~4z2A)O{fM$dvz?$+R8o4MQUM(r@8(UxCal;aqi`zz^RBrW_Ad~~k3?gn z1PvlW2knDQq7bsd8Wces-UtNd z>am*9n#r0PkSbhh7VAQ55@!-qtcg4aS!`o=k~rVDB*RDu6r7^ct5s*)@+RIn{bOWO zbvvAXt_}9}*Bz-_7o{wy(^+t*^&TLewCqRe8(~srByhX~+0key4X{*_Oi*3XiH8JT zhx{{lUO=t8_K&Q}Do7c>=?#Q3+`utqxoEBd;{MKtb|&!G^)OY!oqtATbdp9X-clqB z^X8^faEbZiByoy@RxVQ?rpI^F{Hhq#3~>%Vu#{&vcg<#bg&>|W&8_6(u40_@v)bUOzQktDVN&%c482g`PM? zh8QZc_0~6nVwYzPI=m04DnW`a{ZyGnDc_c!z!{m|mg(zQ9_^r6jeb2wdCf)?ZezG` zyfS3!DQE22T&&T?QGjGZ5L_?jUp-Tls?AO;Ju%y31b&a=`;YEmu^lRMkU!mLYl4O! zqE-q|?#n04$H?pm(QJ0yid_ELw%$0Rg_S?ingD%{BCJYeC ziNvQgsD`+6y(>CEmbtvqO{?MyY8xzOd<>h*Fhuk42ASVfPD~`NTUY4n*B>1@W+JP+ zz8MstIiaXc7+R7EN;POfh%5)-=VFae?g8ZnicJa397F9pQEc|_8AT#ATSO@jNn;~X zx&Zji&1cll4`65oWWiX3H2WjY!5bDbe%J?H@7dYs*`DBCn{7TK3>E2KYHr%B z$Qp`o4y5Aka4Sg34S9h{66D!Q1^b9ZVx#JG)tC}Kq@u*oy6Y!mT^NHI4W1__fAhFJ zRv`Zo!1W(k zgMCU6$gcN7oY)wK*(zex$}H064NkRm#VK3`=GLC{VhGME4jQ=^0t(i8Muca-K2G0= zkT7HyXe5Q^CUpD6yc8qbZ7>~cJ2XI#|c;>2vat)vf<)@DXM;dx5Z4dytvUZIT`wLl-$}2wkTO<%cHjEmABCJ zhBWKvnQmo1T4C)&y-TH+q?%`}MGc2rdteetNI2=Bw*(ET#{;q&3)SOmx#0u8y{CtM!pZ(m0_b7326ZmI@SFHVogin#ajZJzAK1{>T=9X}u`%Fu3iV zvdn8bjJ)s|F@~vNAsiS-X9&27IA&&XTCCX_D+AuB8Z}&MMc?;efS?U|AJvA>`$_3V zZF5Sw*g@)vaRR5qg5Dz+=uC6aA9xL9#R*5R7Wy1$wAy221W#4dyEIDx)TVD`*SZj@ zUG8?I3-8}BfcG;oV))-LTqsR;I|{$}toQKNN{YA;x*qmVLpt6n0fpI{ z*~jc1FPQ)Sk=H~~6rNY--M!o`T<4)StG$0ZO@JOGM?gU9k;3MyWl!PBnyhWcLA|@U zJ1aZLI=-G&0S;6?>o`55ZQP&fzzcZzDO_qclg4u+2|q&)gA;BeJ}Y!FYrXLccRx1I@@IV3^AmnjMha}mvGL@% zhO?ZOk&)gvinb+!9${})>@Dc^F!ew78EvXg{M2Vs#{L)gbo@fBZb4g{E7XWLWMus; zwspKIEt})<_8&AVPx@!WW2iuYVTK0uSjCJYsgoz6?zla{-nE<{iilYL3`r zqWBnkZi)0#N0ysfYruBm4umtcpr^YrB{bY{zgC#e(ppH*#|pqTr4Blh4cek3JMS7+ zUDvZgvNoq$r)2~_0=adRUwQgA$gma`m3W^5F$))qTzAgbk zmH@N)tYjeIm#7N&U0;6ef&8m@RL<@WuviHTTQM`^rC#dhx>Ffv^t30mJ;UWY%?1PV zQ4Zjt_77Cs@02lYNDK#vzn2N~45Re>iw11agu(uI*LODPo0jc?A(LF<0e&VIyp@=Hyq~F7c@Tbhq*ey&NhTO)RqGM9J*JF(>nB!75{A8UnN{Q zcf5pbO1_-%Rx;xNHJ5eT7f9&DUWH6?d$9`~(gw2oq!zHPCOqeKcz4EehE!tjPnbMM z|D!HlMyX2Zu8d|Vrh)6W{ILDGz+6wGz-hqIf62L-ke%V2oZzMW30y}MN&Rr^s4 z4c^aBq!k|Ti5?cut?W2ZTjal~*pJgyKf3%$Z=I2MBAXqMjShy?Rzcv8%@eittZ?cf z-vwWObkk^X$&)5jl*Qk>S?g(wPsk@`$vAz#qf@{$Y}T;G6jk*DcZ=@?PL}V*J%QbR za(HMwRNQ)kG35M5oIk~K9$#dt}X5t9qfX1Hu%as{^s_Ii|fDyL(06j;X;&bnz zU$X#SJZCg`^baQ(pLQ2XG9=lT0-6-kT848k$s~udh_k&l*EbZ$S@Z;=Q5kF+^l8JH zaK&c=`sH^c4($s_UgEt8fsnb#hn)ttylmymPxd}Ss6^wz8zqaq1Py>mrJ?VgOr1hF-z}o-t)2KcvoSLOGhs1Rl0Q34K(`I(_J86H+o2C z-Y85=kS4EDI8`e(4z?;yUYW9neu^Hm)L8Ipz!TCY%jYNn^8OnD^%U&?TfHE`qsI~S za6v;jA@{8ZafN$S(+&Abvs82AxEbOKh4gn(uV}axP>$O`HnQO9-g_Fprd7>JJ6WE) z>Q?wt>M6k_icE`xY*t80b`h?yUwChVz>Mg1jWJOHe2k^QKE?aCGoI& z-o)Z=a4Lln>pqKhjgd@3JM+Vl5Hay<5tEMLZtIu2X~1|y#H6BTRa||*LwYa>QiTNf< z{C9XL%DV2S+FnN+9m+#yI64?cHUE}yGG#`B7MiNqYB&{RY-i!lVgAWzXfP;Q-aEZQr=cS2{X;=Gz0CZu zaaqQy90$V$3e*6WZL28%H63*D(HkQ?F01N*l;9CUxtu;mFCRB?1Zt@PU@W4PAo&{M zawMS=@wb~{w7umU8&j}&kBoo*4T!2=WQ8u#<-S)@U;(^i_&4Alu97@j0!QdY2Rm{c zo(trgF|;{@@dhFGU+bBJ*UfFv6j0a7L3|r6t`qNbzrQ+&F*nlGF5)(%N)Pcej)`8f z*C;_r6bqTJ9NIZw;G=TVW+$BZ7vSZG(jn##uO9A@JjxUy=(f8&|KHRFgxyiV*_!~8 z{;stfWw3;P|7j*rET~r}S<0*^3YS$Pf_>=wD@I2Q*y>pGZE}-SWAyUjyN0RCi&Ey7 zo|sjqZ2V%6M9gWz{Ns=Ozww6I%b z)^$Ckm}A**z8wI1XWlE?uB$9y|26;c{|sSC~eKjkjF3QM>Y zm0_T`**fiq(Uc?n@&e*?6Vs1Lb$@`{u1BRY)&&Kzk9|SF&i-*AWJw@qDB&Tbm!^V} z&C3JlEu?sYY~S4ZFCTp*&V)Du1$wEQ7WK})y9`ewfv#gD+d@&`IW5Ba)68+PUdt*zDQw#p2pQ~fd+J1xKV|f z5S9OH4Wy?89zXTlKrq>_i!Q^(f}fg22`e~UmQ9OoY4OwP*`z|jf(V? zI9W-9|K1WTdwJoI>!;{OPV|o$H9>oVmst=4G*t6X_o)6d%+VQXA&J8a@3h*q&833V z2;1-uybNk*P^u=YbK{m*^4REA9GTty4&^D^)dE+`g&{Z*dQPw@1-YyQ{5$}m)|-md zGH3zI#?wNur!wD4YjMa`_qg#2s3X_5d3ww3_X(V$J5aKp4O*MfJyD@6C)7rD!Es(U zHnE?5!F(TaRBH(RhElM_pxUeA)J5@%YCC8xvctf-Z9?K7%yrT~A7j3}WL}Jbp~f1i zr%RxT?K0KkiLS+TmxtO*2PYUK>N{uO&R>tze-DbgCh)L@RFhz-We6CJFvSSmv^3nV z!ai6y;`~7(vGLO}en97l9qpH2NPbWK3ms3EgH~+w)1OR#xO(;vFC;!-DT?Q=RSA4D z#w~BN=ZfQL;xlfugPIp4jC7f-SKfRz4HIgl7(zW|rw@dm3rno`iV+7LGaie79T1YG zXW*`|wu+&)H>ICvW>n~9r7Y1)!PKCw=|FViNZ`Vv$rSOkHGWob<5Kp!{>a~pok7qL zF{V4|5vX+Nm2Of_C4J#iE15osLmqrNr!S(sTj=U2T2{fgQeJYELmSC;`NeeMRg-U+ zGl_JqK+>XPspxHMdS}AEBtu|_okH1+nC~z}*lMLX=&CL>I7P^Cv4s6F-Xw`q=6FTE zfgmqtge!74`e}`Z0t`s_Y^wb5wK=b_Ui|k{j3zeThrh@+T2=y;%|C?wYdu)?%scela5I$H6 zgIPDJb|u>$+O6QOQ~nbcl|1b6$8cZxthxxbOZ@pNqp02b04ir;G_+c` zI7Jh4(4;9s&2(HJO%3f!srn;w4@&Hxrm2#O*GIvqy)nqo_QBg%Y%I(3wz$$o?YgMl z1^Pk=3VgFHw-GwWlB1ymceV5iz4UD`2oJRow8~8RuyieCe(0@jcr!~Skku0}4Y;_+ zW&G{26nx8d5ujFax)d-TtRuKDeFu>?T198dqlVqrXMDyV{PH{95C9S{1@!a$bE(IG zOqAa9$Iuy2pLl+J$F+==QD;?#a9K_TS)$Pv(G5VdL$k08O0bpK5SoiS=hc37{oJdSOwGllxB;rf3O_b z1G1jiC`a3UvF2*auyI&Aep6P*8x%cSpBIhQsOR}BR*1_3_@fa=S1*FGG4QAAhxxUj zD3qTel*Q#s%iVU|;spW{7x3^MhoZbUA&@v1B@C!Zg*k8v%}?w$nF}3yUm3vZZYxVK z=834;Guh6vI2w&_EjXl8a(=P!ax&ba*wV{5{n4tbaJTwdOo( zsbN9aSQ#d9Nmc7{3T4-d=Lv#nh!{M>1xgC36M>^sl9|zn1|y?ftaXVzC95z;Mxcb;5lT-ZR0u)Mhf{BAPB25jA{Qe>J6MT@AJ_$<6y`f-96nix6mw=8VE$J28+Jq4M_@7!wleS;Qhk4%3285GC`z) zb&FB$0Ruk_p@jQ88` zlpR^GKi*8H=yT=UDq%>TtnyZK=)4Jp z-jVbe#2u+R!q9pAjsR%A%Y!>Qg7`8^cqdx!MKMaF38N2!-d5DcmaqX<9>oPvk!(=v z)QZ%EGfP2l`f|dLpvosGWBKIcA45GKbcnC0CV*fEW~v4B6Z*fayE&uHd$!CKPV_9YeQ-vEUoV_ z)KWRJNV4YZGJ~)HUwA_u{J&tJYmTNC@fh2QT?tsLKMwb%&yBTtNm1U47`rGe>>&kh zCDNm@zag5!j!?iUAc!XT?A5cuXNjk5B@RQKgZ+wtsw6BUo9&;xBxN2>F>MQGkMU*cL&2I@M)BCp}>GyQDQ%W zVkPC?64+xvP1zx`0u*jQ4VG~cR4nl4Nz4&=F(2dyD#cK%`GOn|t#xo0-KUg?KSOFK zbO?37s{IKw80gog(1Mt*xVn6fB4K;ea@aa2hrpagn=|L>V3 zNro&;S>iJpSRM^sec!{9<`4g*tVir`Oc;7x^>tw~I@{N;Teq%kPiy)b`cR}=|K%%J zTpfO+g}_1mPHg@gHcRHDhfGEy@lCx*bX1J!Fi3PmnoaTcY8W?$D9z`xqdnCIc$ysh zL{3+8@g^r_Wf?rbYb1e;@Yk)kbiW?#;K`>1PqcLvFXM5Rb)6a}{1>0-ce%5s=GTH;gr-H*} z=(D=E(i@=PoX{Ee<3UqyA=IRG@GibjmHM1FXgZ#&!FV*xUQfzBDFXgWG2o=!(%wbA zOL}o-K&so1_tmOf{ash>tzgH&{)zDUh**s+zM5{#FAJ@=dqhJ9!|FPE)yG?En{9!q*`RyMwRo03spomzQf%#^`6`Vazuc{uQ-{H z<1wkg799$gH~DZv=>BMMWQe0Lqy09Qx2yPZeOaqKJ?H9-XL?^3ZE6--^@P-((G|Mf6_67K8$$@d1 zd{J?JembN2(+zk95~d3AOEN)@f#ZI%8|M!n)C!e$tFm%<@7IU1T%OfkIgfh^zkC3~ zZO6225Q%_WmOqaZH~XyOen#rX5Ha4iJJ*=;rdYn&qI(Nx&^~3mzC-oXoeg+*^u#!V zyWL{%V6d3bBL+?Y-zjgC7?e`sM7oLeiIO~sRE1k&lii#iyn6=hf}dm68$`LmJJQ3T zxzcmJBlv4hpTfkWMlG^Y;lg55-&0?h9{7*L`^NScD^qntsI5sMhxkCeY&doI_Vmr# zTD}o^Peh@b%R9HmNM*>vM9ZsXTQJcViT^kI$1=+1Cn1Ll8^11WwCR~o&HvP&DfukO zGNVOqEgrYtzIE&r%jaL;yLx0X`eNfB+o&IoR190=V{;&>(cvW)yY(kW!W@5H)KUL` z*n97|Chzrs*w(h5)~ZLT0}-gQ>HrD|$V{!ukR>3piOLef5JK2VY^_I;B{S@(ESV|W zFcP&u*pV4YfLK-_A*3OMkp0|2?K$7??~mv8`{Q~3I{7c$D7NO)*f~2kK9fP$^bUIA66E7odbhp2S@Xg-Tz|0 z)7AOIOdG!tA=_jK=<_K+pCPePE4dp8<3WimL#DISzXJ?)-zlGj@_=&9%(((a(&q_1 zj}N!VGm?*LMc9KHjzS$F}{NMxU%c7`%K5V|+Gz!qw4&4SV)pO)asmqM;# zb-G-7@|#3m7p0DR3SkB?bgLJ#)Y5!=LBq0^2${cHz9jkIG2O1_Q?lS|=#g7JC?LmD zR#EgcDczCFXWlYj3&_G)@AM_DrOV3(KokKz7fz-h_{_nW)Vn()c8yHkE4pKi+ zT1G%1TfhMf3W2~OK0)mH9@#OGE%*a~{pIDgN2h%4?6{P$`1aYQ9DGTFzpVhpd&E9Y=r}v@t^oFLc;S zg;(Q7({yfCSI4J!Yag6%;4|8EoZ)5waBa5P<1ObCS_6icbyk(wN;~6L6U{tFhZw53 z@M=Lzpe?H-IvJen%2rB3Q)?sz$D7)9C=qE*S6qPinla$$Kf<^)rMS=Lb!~Je^Z>)* zS2@M!hHXDjPV$uv`GzN!ymXjplkcq!8}hkeY5pPlJ#$ccjF1!OFLmQB7~-xS1?|%E zXkN)B!9~|DxJ39zEnHYo8+f*Th2clmQMc_0NlcHW>KtYdHdoK7=s=!F6eR(3we127 z(ye2TvCIzTpJ8Qe5KukB`k2^s+Y*F)lOpYc!gan<(&7ApUU_X`#QJF^BXi$e5bj)7 z>hxJ+2g;VqC+WGfm7CfZew}F~4wZ3pi64ft*m{0|6fVRn_vl9Q;kR3V79H|6Wge3&n5^PidAVKVCX`Wn z%RoH|s#=GVl0h4!OJ>e+fd4!NW$HE=Qsk{O4GEXM!5y!!OLd$_2N`Upf~q-z@5a`Dl&rIXxp>aAI9-{CzVkra_l9AB zc9F04VllB(2e0U3F()oi>11e#(-QvMR(mQCV5tEY1YVsexB8WHmf?;j7P~E z>I|4u$q2Bc!44%%p>zUTd;v*aHjsR7hB%TW#Voby*RUbSk6HqvTfe>HR)@1snHJFEXd{)*@9z&~H+J+&3#F>K-MZKZ}3 zof?HE*AheD54pzNCF;B0!*vmAFwt&B>KDt>pUz5F4dY%bgZ|MwId@X3_U8IGg(8Lb zvD%Xa1qaFAl$Xe9Z4Zi$`uVenQAea%&w)@ba?dg>mUooV?A- zd_?*p0Ym4`IQZ&v3gXf)7w8w0tjj`rYjtWAv#NqbSe1aG2Y?8(nY6~%z8P6}M9QD6)#>%4v%2Ev_cU0@k*>)kGqE6VpvG$VBA3zP!oQ>Af_oofBquzir(9vnm9u*aH%4`7HPY zSvT#Ybc`@yZ(%RbM(@kZoxFJks=)WQ!KHdd-#6F0A-{(l36&(b-k_=si$3?SW@Usa zW=UKCO_7*YgVe_cAQ<-N4b!ITv(NH*R%P;ao%TOVjDya#rS5>U2~|bMLa$=OSZ8^$ zSK)8iU@6X@`c>dty?y)`0Cx#XaXi^VxXpK&-$+bbfSToR`>22(_EN7Xe7Fq#koUia z-B$lmN^oZrLq@N%sTam^)5^~`x|Zj!zVkBa{q0P*wk;jgAR|@s>gXV0Qdw_0q0E!u zw-p4~feZJa=a76vQV_uPvW_KIhLxTNytrGM#YnHBw*(Gt=v3Luc%7iPG5z}vr?KoE zV-ir;X?dH{DblG++;<$0(fgp;>n<)wrF`CQHZ9;h!t8jP_eYU(`hacM?ExYuud>nL zp5qBV`e*Bvlv!?obX32+S~X2)7;XKcz;f%-Rc~@Q%gX2l_v)WTGJDp_Wrfr2o$GH79f zaQxV@AHs^=76vrfO)(=fNjOU^{7|XCH*i{#U*~aJ;(0pm=foy2q?alwP3PG+b)5#D za5INZn=T*utm(=elH=MhKFFc#hz0;wlfm^9GE)|o3hoG4#ALboG`kPuwo;~xl6uRG zQ_-}5ZtZaf4?RGN0{W$V({hk@setVQ0A{*2hiB!>p04f1T=dD4S-G8M?H@3hrM}#T`Gm&-Jw06DJcloj7|CE4V;cUkY5vSn>boiFtu(;t)&$7r5N!Rw?oC46 z0!;6-Z}$yaL17|bG2xYd2g#)m`Onlv z(6v@y+ZR7ejza+ZgLqmC(sJraC>!_H6*g}u^-G!g13f-+U0VU1yr{NbmP^6t059;_ zG#~+m3vd#kT9zB3$EpQ?y9m>^ILi%cs{G%)3_YMe2+Z3G7B-=hqz9IGsYKVNdB!!Q zSE9C4AmAFU<#-$JJ%S5Di zAIRnsu2jdSN5$I)D6=v=Vl~y#I~um#byaVJWZlH7dAkO< z1jB3`Bjv`NN}cFiIraa^;GG`EV@(4);@aeP`1=3>jc9hG8*<*%)O6YW|BYf8Fm30` zzgc{?l98T&H7G;+=6M7W`)^K%$j-Q2IEDS7ay%4hdSVG)ddJ4zphQrl-yj2#9wCVIK88mtecpa#R>OrA%@wAj+_epP)LH zB7%*r`TlG^82wzPZ+fG7*DC=)@%g7^!EE#o(gFiXq5sF=LS_$+56%SOzmgk1Zur3( zlq{_kHQJY90C4kkywlV%oHn;zyetxoHMu0@P_`KH_Uh-Mcj+`%~1YFhu zBW=&=lt6YEes#E)1QqE%ljk$A?4NT#NrdQ7nIzAu3Dfm1rb&|5OPZ6(@r^6D#@86C z)Ir>T*ooVqxqwCRc&|&Z%rp1|y=&kSP{m`+FQ53Fft;I<@k^Z#ED{hFIFl*cBHDtI zany_LzI`8^zL}lV-*$bnWYq25{^wE+@?Vlo!5e43A?#S(W~X2ST*(3oofVX5Mu>oZ zvS{1pH2}4TF1$hm>X(wEy9346PwQ=V;x5bNk9bh4jc`d@~kayzg!xO_X@ z3s=3ir_>^%93qzZQ+KuPfbR!irq*I~d+*qG%xTiu5Ad6G%0z14xWWe#-vBUF6H?x971-;ZAiIfEnQ-Hm>?CyfJbph}GKne?ilKPxJMA@w$ zoOqy@x15#aKF<}RhL3%em*pEfwa=%K?Bt><$^HG}r#bVWZu3gO?j1m}2aA)swcQvz zWfrOq5a^1t(qF=X5X?=zLGm)dhsZyWw4mAW4j{avS)h~zwwO|Oo!p6ac)_BcTTKA4 zeRn6KVe0Y*YqcPbDGwF+I;GloSpvf*VH^n?YAG)x(qtr}HJEFbDed%{B)$6J8gx*X z&`nm;4-jmVd69V*ldt64O~WIkjfXX5W*i7Xu{(M0&t7V> z?wkS&ANV}`m_yXylejV!V)r^J34TZ5rZ zpI4u)nFM$ZQC9Pq1T0EC6?WeqP%z{#V1rUUnR_UUhFvt~WQj#(DD?~wuNB4a*k<(- zR}rXO-f?*ueScg0E>G`?`@f^GA2qq*pL5RVK63oYU@oxn ztpBsZ9!48mU$Gx=1O!Cun#$=soBVBcgKtViaJj+51YbIU{$c!!XK)cpEQOsg>^RFT z6MRAsfQCDwiw*fCXy+dF_?<`}4NyJ*CM(v~+bhp#mc$7;o|Qj21VGDn1S=zQE=H_j zp3dfn4f(M$`eJYE|4Y>17}+CcfScI33c1jOGFvJ0>zlSafrHX@0PB1C&qCt$x_Kam zS(aJuSsOYFwQV|qYy(a$4qb?Ol}eTCe!PcEbj<$&&JkK-6%yJBv9O3gucTyAwarQY zX9!9#k`iLiB%S&qeiCTqwgHod{W`%`1W7pmKysEE&N@w5S7QutrsSEi>D>@LpHlzy z(>61P(vyw0m=tSi{s`c-1UUs5;4M2@0teqX{haGur6krf_4X&KukRSt%-+5J1=fk-Z-;0%tEr5h zFaMRL6Tn{>)SZ?I8~;O@@s4|At0aXXo$!KgVExln>`AyoxfhjN8El?ZCU4#oBh zkxS0~z>;jo=a^{`uY)yu&nefG1Q29PQL_p-{zvGs}`s zJISLfwcp9HQuDeG6OE+P1_P39x7xI~k7K=R-yZax)c*Yu$g(wT*0_A{*Fa)zN7sSl zoIWH%e{%TH0P*45=FSN;pDv|;oQSn^?f;KUQYpSmm^`Uw!uotz4TUYT(Sr6bc}2dy zb4s<$%1Y(b$>hF_V=Ac+-+n{?AyehY(&q0xZhJgBmc9RZ#+@?ulPIebkN)U>9HQ~= z>s3+2+UjqMs&6Ah?tVKGm11%knE%!2$|;%T2D-qx%q~U|EyJf6zExk10XDX|)J%E0 z$OZz*K1H^}T$@k)dDTDRh422*dGOy${~vPWucwJyP3SKEiX})8wkS3A0!ubf;pSTn z>1K1T%96hxQd3br@vF-V%F^uxJSI-eC56xNaJ<<>N*kQAfCRCV9A+dyN6tMXeUkRh z>=V;tU@_fQSpzAI1u8tu?@Yh5UO_IZDCf_B;ePFF6eDfi_PpFUtyfl$&7J(X&VSwP z+#*99RPT9q0!M4MIsf&~#C0gTaK^!g{mX&G_tEP-dieKGfFZ=Y++3mJLsH(Y@VFB-%K|lEz{IY5d!FIUB}*tU zg2>t+Z?{nqLN*JlEIV3}I;)&yDh6gzyb`~_B9f56&)&~19cJl2E0S8m_x^N>`X#bi z8_6F$I(zNzswi*_c@()N8(qOG{dDsL6luH7FS2AKd@gn&RpZdGHt_CDaBnAnxzJFy zhROsR?XD;xrLeGVE}p>-T-N+NbQ;*OI+K6{OUC$xGsm8k#VuEb>sT$q_@R7k(oO5- za0W+K6_Z5U4m1uIMxKbfg2W)_K~xs85UVBJGBPB^p z(fd81?U$XrY+%;UtCmknd>51Xox?_ln!E6~=*)WkuRGNEWY9Au>odH;kWq~!?P8Em z0<%S%EglB=!E+}NwL<;=~oYRj&ww4z0S^td-u*QZ3-esq?Kjo7*Q%2x}I6$ z8{zYL$!i1>7%7g{0=O)6`6L-#g3U^h_;O^6Lx9F*18%nX{Y1##sImDqPxF>+lY|QHDUuT^d*zTa@0J$79Z_G-PiR_Z{Je%IR-R zNM~^CJU!se;D4``&r%CV^OjT&7>L0}NmQR_#ja=dJ8vA`!_`|Jc#ia!_SMju_J<0xd428LtE6XF2K@az6H1e$ z2X_>7u)yZ6#xwL~WTBRS^K~u$L(@TRhTE0xc*68%_2F2zy8txOay-EFcUR`cWJGGkIcv| z#W{7E$CaQt9Y$h1IWg&=*K>ywUPkD#IF;82lcX~#*U;~YM5x1GJpT*vdY6&V-j#hn z08b!Y`&&*{@Essb4|oi8%RKWQOKyNK;c03WBWv1IZ43<;t+(2JZ2Cp<&>k5W^b~%v z)n_L!7Hno{ETK+hY*U@o;j@Fo2TSSuc0 zxMqIpWLM9fd61#m1h*jJb{Eq5ja5D~hj{f@ym~L>oS6$U$S6J6GRt+7v}!qb^=(RL z4genSwfojfR7u-3g5gP#p^iBaH1p0m77X;UX zfkD5(TR_7**}ZaKPmH?O(X7{vsbtcky4q4)J@Cs!!-PqL>rwEldN5=b=WF zAyg!umn4Wf0t6M6$Vc=cXAW;n2XO8i&VGpY9BR%uDM4oSt_PSZ`TMzY)b> zdgaZKlTJ&!>XwSyj!rP`-Iw<5DphilHC?X#4SB_@a+50kOdoto_e|C%N_Bl9lh3&- zG-mZdR@&4hrTC0fXkc$QgO!Wh|0h|%EsWPiLX2nu>BizIS8nD0Nj{5{Dr@^r_+*mr z1`1rq!{f{nCN;7+@GWO8>lp$-WRg?{xLexenZPNAfL^R`0+?~G4PifUp3^FI=<+~f z07Dn&oY{rc1!YjVt=UlUL-UP{^cjhNA#VTDS(yrslzp;ZCeG+P4k@Nzg36_7TUb@T zT9WXkpTzuPaT&izwOIHCKez2<;``mou`xJ=k!M?+{ap3iT>gBrc0JLz^)JbtFKfPs?v zF1yw*XIALHF8FOtE%RyJU}5}oNoF_P%NU6t*36t>p@)c4$f?i{_zgo#R*Ou6d6 zWVm(otD;Hxi?>hfGG~TmjearZe=k?Y7k5kE*{jMUelz7#bB(xB2|f-~Ny)qTrq|^h z!+dRqYZixZWW8CiX#cCJ!&6#QYwl=Y>OU>};}N0-Wn`zFc%R~QeaNLu=4t%F(j^fv zh&={O#j9CtdA6P&AL*L>9`B$y5+hXRa%JsIs85#mUgb}R#`GPFRrP_tI$%CAH1?ZK zstdYOwyh#I{u3u&^)I>b^;e}p%jWEkb6V;0Y5j}5aD_N^2^jDGQs1g3jg z!dH9D|GGR63J3na>;38{fZ3(7C17Ac8Jp6-9)c2uvMmfH0iTrl?rrU^%`v$osYBwt zTpLn`*FpdBLwXIy95Dc5%Y3O$@fPKO{|9idySkt5C3~!f^G8^defjUD|8nDFRP|rk z_^&$rUxR~bEMS7j!w*5CKMCw{f1 zkAAV1#S;q`i;sd6+3eXeIBny>QJ>hN_k&S3GKZrxA#nY=pON)^s?R?v{y=|LQG02b zdZu^`2>I99A|gmCq6=6N*QZ}+t4?}$4e0#te@~Btkog*>;dJTLVj?|i87^~iw%yiR z{58^Wav%yhSCfr23qm>J;(mRa6O-Ir95lXf=Jl*iVPR#whw=*xGUwZW;DE@x&Dmkl z=qVS!eCqzg)jv{7JarwWPBQdiK5pY9XN{0vj8HAhY(-mZQ1xVusPN)nj`?lH5N9cL zCN#tFWH~68UwPl!4+d-#VKGp!)I zgBN4?g%L+@*2wJdLwV_+HTVb)11u>guvgBa@nUAv$>NvT* z9WUT;cTX-y8#chZP`!539+}aiHk!G2)R>j~MZA_Ry;J;?-B-UefIh^3)HAf$NJVb% zla|=yJ`H_XQ7>{^8s;NSm5MGPn4_dHq;S)QLTQ_|$#_k{7PecYvn~sMus%^=#R-xB zJ&Z20Y-3vH0*w8&YUnYP@MG(hOE8*nqFBtFZCqbCYiL1C_Y8)eUHuqndcCirqgN=ft8! zC7Fpg9Ao(I4uxx&=mn0|qT6KpXBInN%Z%U;=~il?gSbPvgWmxXng zUh*5j;%9{zxR@74ix(_D_pfehIO2T&5AnUJJE{#vmEh$YVv(h~B>kL8iIRMZU7%UU z-X@#!ktuCvvS$(r}~#-(}|Y7gcgx2@X!z0K}_Bn+sIxB7zylcc2#XCTXh zLo7;}P4uVNlU2}4zs(s+{z?y%^i<+vIe0M|AH@lj3N$npDB$e}g~}qfr6HJ4HU#Kt z_xrvRq-A+3lzm;nOrPnY8uv1)mK4PMRxrs=522)MnUw6WDrI)&B8Cq()_Nc({-IzsL7dtLT@wwRbT^P%WO`_CB^}7 zNQwbrW#Z+4ho6$62B>TO`8s=T#}$pWELm}ILY|oh9j1y)k$)~zO$GfFELust>$=ug zz6W&E9;$JtdUApsl%R{e_gb9 zu*%h^qHE}ZRfijl-QTj9BvIv7W{REJbyN=2P)gSWw-*anpGYn#X4{o9haqYR8d%{ zEh(ksqxV~%a!}(!Lzd&8m&B-ySK19w8C-&s^3zt7I4X$I*qPF`8E$Z#iC8XY^bMRE%=83$J}{RRxUX3VQyCH<^eWABc2cF0Zwq9hK)eSnPSc!M@*)T|ll zNRCuPvPzT|7lLAiyl_-hnD|ReW30+<*L>|_l&SwH1BERsSvll9n5;QiG)6>rzh9Se z$+Avinr7Me%ECJg^xmi()a#Mr^@8j0rI#SvODr1I&DfUuCJcnx(SPz@C*O1a>Rs;K z(C4UFZly##j20@OOKks=PSdX1io`;&m|IAd-UoGhkHsw=W9-3LreQbD$nS+fdLid^ zrFq2Mff++sfmx_ivGh@^*u$SNe#;>NWldcze*$5V;*S^AiQ%XiQkSvtdli zv%XPDY{+g_vU^n#$`tN`lG=fXiqqTeOG9bdUIY@XA0{b~kUM+sym^tf*AH3zdi=>Y z3xl;>%YO)`M?^$z=o3QVu^KuXelhhB^8Ls|QU?rV%B;jp7T*x{&SJKt2_TL)%X(Sb zk{&H(J;#6cK3v=_48v_qvF5b6MPvCd?*D*wBkQi@C+AdsmSg-ww%a%;LSMhH6PDkF zkl5^r!MH@5ngzotS>NT4fw$9CS&;e8{okd0tF?)aS&eW;>3gUjk|IMKrt6Fr-XCy4 zcao)8y!33=*J4dJO0q?yiq>5v45kyYO8GK1zI1rz)iv*B58)^ewLEh8|77xIyYrf6 zx5yIklnu<29CK3@D^f|}F zzfH9m=e2##`vfZ^dGnm1PNd$?75&XnhtJkCMnXIvn%)1(ZZ@~uv3PL;)jH(Zf+&+H zo}@IX#epk{c&>hx%F!n+D)HT4272DO-E2E`NE(V(hIx50E_6(kG@zdC!=vz?*;XdDJ`|BiRiVyEgg90InEf)$Fr@w9L}l;_<0LpOLd%bU86ik5l zF}ALj!!w4rN)G|njSycLSP#zQ8Vg?bwcHZUbZ3yhpDby2X^E4woa9vi13*TXe_Uz9 z@rv)?Je7ghh}`|!ddbT|5PZX3eu2ffgdml@12FaD<+QB$x?;Bu zrK)ir?Mcg?&jpg%5}ap;mPtIa(i;*QNJaIt=<(DCb=)V5fAB*C}VZIWs0QC^O{8wS#K())SK$GW3LZ z4S-%dS&9;CzP+@HBm^Hq3t~Xg9h;n0?RQgJ=Pf4fgKygztHA_SBit$fEdgJf`PQdq zt-97%OT7|jqK!tUy;%N6qT{k@QbCo4`(zAUP z8&_ z$U%<&;!ZFKt(ySHVwwfDm*gXZ{gyn*IY1~nY}^1{Z28iw&k za}YhW5T{M;c;Udcc+#E0d^fdFX}pnF5-iLm7uRtg4lbIA1Hml3-i`;-u?e-Ft>H#2 zrfQYaBgd6JoYT9ooFU*{=_1trYM-XH>dv$aO!9R~5w&vmco2xr@ML6xf(Q_)Zbs`_ z3aKrIk0igwr4Hj1rj=oebp9DJUNTca?AuDshO~mvXxuG)m}Vqy*7zn0;VU=}=c_gj zpYFh|386Die)0*MU$2%!Jr`qx$Ctfa+X9&;1x=};*!_6VJ=0v|x9-wVPlMfkL zdfU_qRp1Zei;MD{q_|3{BWZQ48%b@gE5<`i3ORON2ye=PmQ?E$A6|L-6Jl|&3Wr}x z@`DX&hlcs#jMJW232#tZjY~4}vRX|;qYLZdy-J>p*=)%L_s7xp6g`KD#$m+qQ9*{7 zua<$h*_sfHU+32rorU@o9uM!Q(O!C+pzS8ndGt1Qr$E$5*E9}Mg6)eQ;qK1e6gI6l zsd#garDn6Qn^_AS>f3Owmc=o?bN) zlp6IkH@BmFJe%pQ@FX?ce;_JY9zLOawK68S0Bf};B0VaE5t&Pm)I^Jl?0psUyy&Wx zC&*Dr<@R@H+bmJm_%*Lrb(4idP0_a9qXc*6U!=%9XNEhXe*L*Q7ghy+Xtt#UvO^f^ zGq0zd7>82~$JSG(l(l59CESY#PU)kbSn8L~Sl#V)m5?shbXoTqwIC{IJ)QU5Sf27{ z=qA7<8C#M4`h!|y4#meq3IGN7$i!?}Q?UM_{OS5Bt<+{;i1lLo{?pQPCQ04xDOGOA zn@<>lNXM9<^pYBgd{5t2vlaDDdZLf_h?BQHvd#`A`FVolKVoJR{4?bAGe=&iuxNQq zcNJC4WXXlXQ?~G^GN}hDpSZrKkoV5BZGJ`IGZ@|Mec^eC{1bp|V6Nu0wOqf@=9J-~ zqQ7#aE#bw{^N)NZMy4P&1(!$II^|+`RDM^xy``7Qq`{q_IIgj|bXn>yH3%0d+l+nH z5;Wdg+mEOd#-AQLQm-~NcB5sL(sF}5)n0U@#k+>1R$;4o)*9EX zNXd50f$K*~t{QFn+IfN?%?FB&i#hL$aFQ|!h6`#O!p2_{f>jzSi)-NZ*)damE0Vc| z<-p6Sj166ZNyg2HwIp#jXg6cf6ck5VzWQ=q>SvE%hWBhbACvbW-(bhY*oO8oOJzrb# zo!50x;^7|o!`qjacl>8B}r%!8> zq$|2x*SobT404J>LQron_G3@O-d|{l`sF%FrFcaWV^d6y_XRclOs5eC_b_UjzW~Ry zYvxF@+xNSN6@w^+tpZlGZhmX=QHQRF~AdHFRB6NF~L;j2fEs50JW`a;?3irz)ok zqj3%s{u;Thp%W8)X(j_}L%(stn+loUV!mk^+`1^}JsKW{0FL-Mu~96zZRFG&F2b;i zu7QxA+Z-oSaF=~?XGQ$}fryq0B|{_i%4U4JR+B5Ks$~iFBGj51;A$joTOGS`#V%7V zm)u>j?Lk=w!j(`v$V1(5fjKNrGcqmTnWWD^`%lI-;mL9JTVO%xTDkoe?O{1|@e$wy zT&*9b@SAg8Oh^-VNbH2=q!!(3U2w5M#?n&JWPLJ&x*-f63|uO56>9N~&>7+^uGRDw z_fGx(Nur&1mC$r>SV|KtIuovFGK?K^CjmJLH*sw__qK^?rpeuDT-8#5d|gNd9Wt?W4i?6Hp*UN+kX;+2 zkk^k7H3^RMQ&^sW{~rC!iN|y@3mI3n81$>2TYRH(^h=ktEaP`sp(PzATONezsf)iF zzil$OJ5gbC!W}JGP|4Vs<;Yu}09h)JlU{%Vx&2_igCSL51~SYqJ3>nC{N*N-u}5GK zR3?7+Tq}Y3Zk?n?pkx~lmux);=F@HgF2>kblhL>8iHA<#j~=n}!x`nb+PRi$Gn#F< zotaB*#J=`TrW<*%(QbLvMf(;Yuzy9`^El>!;in)HGt**E$93 zi&t9JN*~P*EY?`^W;i}?xx}xPXzq0n3$4tp2M%1PNdoRCZe3R#ln|*Ktm|NHU9h6B zozbw-{Dt6pM_z37P8!V>MWTYr%8&^^OHZ0tA?so{bNC&t5X+M~F&orUe60Hz*mPvy zqY(GyY=i_WCwT7%Kt<)n9mXagvuQ;VDR$0>fi^ z6TCa{V>QfW5AZYP(tH!lRM6HYh;FPHVQvjLjzR0~9VKV!+=MRsVWM-euyJDl6)G$5 zETIClXJqzU-JG`yr|}3}HH&k?MVVnfLd2GMJuZigzF5M45WwpeE@sMVQzQBA4<+gu zqr__N545K82z*f>BX52}=SLUhvS8Ygaz9a$NhS@m4B@60YNiE|YVy zkn#{@arF9fX%)=vOh<^2+#KYKqJzg#3@>HYqlFh(3&6+NX}R#41&R51z5Em$>w+#@ zS}aWz@D8YL(4|Jq)d$^Uvmpr+Kul&|QFGsL^~rGYc}tX0B^nuZ^UgraKt1cuq7)+7 zzckYWF+Lbt;C10#C=#!U9d%_!um|)W5NOy_dX8pr78<63Gmej|v}G zORIOt@SoaxY0>f7&HhmWu^_|OIISK4K`}-m@Y59pB|j|MCe}!4e($R%JG#lcMsC2S zp-f9MmW;PPx376(b*tHW$AcXK$XEW&D>$$^!_SNAQ=bD4E#z><_Bo09!S$N!q+4~V z>G5ecly+Bqn)7Z5-@AS<`8=wX;5pKkFww3H5Dw0XtaXyoBvUC{P0s`pCcVS3B z+xVJHT4lB<0^=X)nMIr?z12Sl&!g)mk%ccjIU!fOcvlEOndj^PgYRzrb%i+wsE zL`IsNEdkNnBwARQolEzqvq5c!*O;H|ih?q4#K2POb0WOc&*^c9*7#bjgs^Yx!4EUq zorS-Z5=hwyMOyu{v$j!fZaCy><{C4^x@~kIERq1_o#}Gt@mv!_H`DUysAV4^&i~c#`|Z_p zjqmD2HpqKUog6d5+@D2tUi}eG%GD!1t3KN8Ie@eW5;av}tWnhP^~j3c82kZ7tG&0| z$qC=QoI>x`Z!W5s+-Gx~{ zZ(s%5bNhvbn_6A@Apjhuw?J=dvLqbg#Sxt87_El3)Y5*TJ)D=_KNUZIAW``=!%66^ z?*yWee=TK96=VpM4pfD(CW+G3m~VVf$!o4_0Zf(`8^x?{SJ6_+-RQd~d`)R@Y$>Nm zYT|v#NzJcqtZ~N7u|Q%KBWi-L${5YfhlmhjNXI0PC@=`1pKv6_o&L-{{71LKR(e*g zvmuyEYad0pfWVuEPs_xnV>4KPt%_df>N;jZNPb{-N<17NU5|Vju-Nq6Uat`YQ7oYQ zrXj+{!&x&}Lpr-HTC7*Sj_-CfRHrWKv{$4Rreu41Z_Vr@c#=-iB{t_;q!4;!qgGdG zTIup}SbCtVtd#`{LozhxcqNycUsC#F#Kfxmoi_bsGlBhx$KrfQoyvqZv<4w5Poow< za=gDVO~(i5{wh1utq*M&XnS>y%u8+0Jr8XQ2R)6h+lz?xgmimS0K@ zyyuT|s|Ft23~R13L^byr*n8V5!bP?6MimPy0_Y9oYPeJcpv}qdONgt$I8uP_Rj_>Q z>i0hb5r<~vdS64M!5t^s^tk#Y-!g63h;*jIxUa>#A;$Z5-6c;Lh{@Pf z0P$FO6CfocS?_8boNRL(Ll@*qmq39s8Nq=k!=1$<#1jL`4Pu-1o$D?3sa`QD>l8Ep z#+JDd`B>^%#(5aW={8-kvC`fWP=+I1I!8%hLy`32H+fbT$sNgwBx#Do^!Mzj0X7P^ zd40nF9QU)xa}z#G^jB={9Wz&a2BzY|+env;Eg+!CvKfoCnmWcm#ippuhxEvbft45k(^S!KZ+o`O9xe%BSP0sBfRb7Gh_v~QRC2Jdu>N_)A8 zHbJzNSFFoTIHb?LQ0?$pxovz^6O)x>?&vglJ5)+o!G-QP=a8-{!XFbj+;W6Lq>l3k zb5!q$t|%*+_@&~AGlpm?*iN!ZU%k*SDVpR--qHa29lT8q*&TZh#WCI#NlcA5$Xrc& zBkdIJT@loB&yV!ZoqAPYgAvWc-*wOTmYH>Spm$hiX%d zI&OvX9o(V-Vkh{vrAUsC1kYKL>RvVjQldpM;nq+EpN!F5`;Vm#?e=QVEdLge%2T9& z1Q}-iQ^AooJ1%{}h+5>UGDm0PCmBzxn6=@qD;RJvvO?;Kq2irsHK*ktzTj|auU4|4 zr2>Ai30k+qg5t_!tHCD%AVMY2W%<(-^9J)BF`48Yu+osTx6Zw1^;5)BQrDZsZ z6<%t^B?NJwq>Yl(Pn>ScSO{hqcau|{UFcV~u1py^QfAF7a-kCu6JDi25pySzT)$4j zi)?m`&%=^hkghqGg;H-O#We<&3D z>IEg&-_}~=_FyBWIjIFcg<=)~64|0>#HCMI(Q1@eJRf8CyA%hozPE5ep>&POV?DNt z6SjO?>&!|!=RKOiW6$x=ZjSt0Jo?Xv3aa4n;e`;!_ZRD^klmJ{?cMr7c0+Q^VKelO zm{Lw4IufEzcq2#XT_yIaNJ%DIWpxW1}a8ZKp7NibP;j5yUlBAT| z5czdSq9Iq$Nu9~Fp0i!W8`Nxd1-}Vg6oEe38RY{2^jWzhrfLuYRNMp;*BqwkLS1-< zVixo14tVEdayv9GADCHB;Z-x;Z?imcblqIRE^h2dgQrm28B?v~i20JIx*&iVUkxp! z>stwem^`TA*-6~BR?HTY{%+C(S%dI)yq#=JooKm9eRyn=NRom=|LTkFIRaA#k6DIp zZDMy&WIAn&hiynXsDgGO!5wTvSyO^>w2Gdz$iu+WM@nj4eqngZyv#SMez-s{(ks;a z;jw8_zB>4TbERi;)zS&r34Ky^f@z_w`5SG*_QeY>WqrL`si`zS{Dt&=78TlYw1OK` zZP)cp1O`_c^Bdx3%%;ifg7z*{$y1;jr$4GsI#}RjvKPAB4fbQC-*hOs+eyR7g2w|G zOwPBptOJr28OeWsJ4NG7JGk?@tty*yr3YgcTm99XEJ)Y(+-DeL%ntvvWsTnBQb!d# z2SWeD9ht5FAQ_9dE2_D=Anl-WwR#tHZW&?{W>x5=2op_2+IxL)M1~N55tQxJ%X+vA z9nwEH;+pr<)zglj2&Olt2ZOYXmW533c$dFq<}j2q^_5qRBuQE&31%9m{w)*YF2I~1 zf2~ozP~e?q z1klWsd9mRFW&xRG$w+^V(@wZPYutz<$Pa9dh?Y65@A@wP?BNAM@IAv~-gJ7fcyp%C zjIcD6kj$3Yi9x0BBDO9hol zl>%7M0mk{#isc#_rF-=MY46&@lDzwVyV_IhZRM)x*(xW_Md1`@7a zAFO>*Qf_<}_vYV>g{J{%W`2K8`ju|pQ|-+?j8}t5Lah311y~B?*5_6-9X508jM?Q* zEx)^oNb(C3g`XY_)@@ew2ZPbCNE0Rc_R0nBgHWK?Xs)z+MaK0NYNom4qYjmThp|6H zgMLFrwbm5A4k5Vmdh7lOJvtc_4^9@t0>KrurF|x94}kM={p91_ zA=}$(G@qbB@wR*TM$dx+85x%lLtN1K6-o>bb1v|?vSyp7EGsqr_sn;`>SMM!{^(Lg|=FXM_6-%u)c_;QFd~`2DTzV9#uhy@fZObG_)wV#B zO+S%BL>-)(6nn8XtEzlQ&3sS+ltkSSMnWQDIdyLwJ6obB!zv z1{1QU2EUX{@~TydR`#hk$_4_IzAx=nPhZ}u0vHq&6p=o@Ct_bRBEy9zH)Ccd098xp zUc1K|h^V^4ot2zOZ*G*Qz-H`6eiB6L5d!MooNb<7O4HXSR$RjeO#r?sC%vA zgznc(B8Fa(x1`7gC18AWm%{a<@>-&IV@_W6uM>^ZG{A63cilr@h6jpLoR$*uy7oYM zB#8HR85h7Y0~@;~^PM-@v>X&~(s9Z5EJ9zsJ1IbAuQ}81zuliv@+tkU6<9L7|Irtq31EXdegcW1Jfl|c@)|QfAXHtoxn6zaoO~zE!9x6#x($zF zrGytw9~`!NRwMO*pa3lN$8o5=_s2uDum2Ys*pa~UIWAq~0~8ao#q#+`SulhEIFIak zlPn#iptEay|H#KilKqXk9(?XF{!?IsZs>nUH;&YMlNc zO!3taTa`ew$s-PHXte=!?gVWks%VH=Z#YUpJUXXvi!r{#ysc@eazCU^bNLeteWP!} zfT^J=!>X0Io$gDrM3uR5$OY-LwxT!?U_oTyAer~3$sU`6vK+6OZX*({iY4| z@)zS-mtucB5PnuFJ}((#3>|?xqjY zI~MArj5%_ji3=cASE#9lsi~7$BP6FU7B*qZ=kdOgC1U3fg)ndwMQRBZeRU>bmE5H} zx(LHAqF#x^*vPy_BPb_}fcsUjEhhU=yoQdNwt)wBPr8ZS^ zy1o04C?e`vi^OY%eXBUDkz}ru?=hO$--w>XW2Spj$C{q`T<(YoSMy?2PJRtEBcy=r zycuZz$ym6ERm8DipzqxeA|Dv(Rw3J=BA87vF%tMa&8#4j5t-`P%nPpF^H zF2*n`Ke?}ZdP?X*MQ<41HMG1dKM5j#VzcWr?rj$SHo*aYnOtO2xv|tow*KsI+N4n` z&$`x|wpZWI%k|RDGlLS`KWasNUx==-SQ>ZWsDz*&e>vBQ1z?w>>zx7%?w^=qb zQEYIEf-My%GM5b4wMq7P?hH)S8oji}d9T=0bD*-9W%2WDO;dkB8}>$vDe{|?7VMZP z7s;u=*c5`I$<6pIx6&^%c2mTY_%jb4!(rlo#gAIfsxw3x{j4bINu^`95_)b0)|cpO zI_)=5aZIb%Mq%rHqsxS1q%MuZEMY;;xo61R@5}3TMcHl<{;OvzRj^>dA-3tBXvbMG zMH&Xmbwr7DF({%V7?co^qCScLQsurpge&uTsmKd97&$tMR;T3uWLtH6z?=3m4<}Wb zeS~CH>$7k_;3f2)#RsqHHjYBOwDl^}_+^Wc-6oB}*<;IJYAj%hoyX-@C%h}Qmf|`G zwhv#)yC&HgC}F@k0wBqqo@3-33V8>rVQQmJFfXK~UbBeScFE@ARI2#&fo}m`>f4|s zJ4w7hLbfkyxWEXy<}V9{c2E_|DXMR9!`WyMC>fL%1=OhJk$(CWUJUx83jMSiEp(p) zF-V)Wv_H9JvSTT_g`AkR&J`B}TLWx<=pJGTT0NO@xzE?8f`AIK8`~idrg+!+5eBMuhL5P`U~myYv%}UTszYVk&fjb`x2fA?32FA z{82V0XaA<<{FYQQVReDvTus|YxPPp^7%6KV+6Cgt13OyJTTx1|rd>X+k)x20Xpc+x zcYK<+X^XrF6R~9ux^WhZo63cp4V)M+M3I|{@@TO`!z%Jvc~nDHbXnV_0Xq)iOkYYL zknq^!BruK{PSplkYYJv9VZV5=8e|YUy*{R|=d3w@R@h@#hIq+gg5+P~W?FUt2^1X| z_Zl^;4vwE`t&nYn3N;9A&!_5#fUy$Q#0i*m&{oH_b_e+geQa5M7V=AYKV1GUhM~xQ zKZ3qSMntI-Cg?4{b_4({x^N@Sa>`{&K(j6Ku~Jg2hR&vlNlX+=G|6NMt3!=sVh)BM zYWRsPZV*@*^A&^fIzgCaWq+~;GYi0PbT+s%k&^tipeiD~85f4m^Ote$rCRho8{=FZ z1D7*n*a2A-$@Wq5TC&hn)qSbwQ;5FDRcyrZI{}PyqHR?jgLY0wbw9XeIU*08_JeC> z?6B8|JMW5}q_2?4?y|2qdun>x3dTGt=-=C!>oy|pCO zYG`4Qg1gRl7x4k3EABu$N<0~{Jhc z+j{*j5c%= zS^Ee*X^|6U5uMB+lqhRJeDy%yI`O?5=E_g(ZM^n!M+(V`+^o zwh!o4^`uEplRNp8hHzwKo16o$w+xI3EjRetWuIe;tWyeNam8;C>b`_m8 z33WFNG}w~{<~F%%1cQvuH#>n9amR@*F}&Xx7&d!i-QA#;_+$@Em=ycyf;$2R0#Dk% z`NrU8|6N*M_8l6~gcsBR|K0Twqx%P6v~>aDf?2>&+K9tdVQ2|lD?P=hlcDxB(J9at z;<86M=1)-HRkx&sHKX&gA0*n{o1WjE8Mf^}dmso5#Un15b~TV39p4<#vHIeaVzOps zJ=qUC$=1-I)8j9TXl11Lp0-irL83|sSj|fIYO=lp> zl7u6vnZ6T`z0jRaRA{APsoBwyv^JZ8df^GeTDYwR0#s1v*@JHm&!uc>2q_p{7m|)e zPQNG(E0AS>c<69buSD7`jN|$_o&?geuq4_zc>RSo|2G z#fVGT((V&W7bTA3m5V{QTiyfqF21)uzQi2ftPyZX*+FbIW3k*p{|hv!fuKJx^^PWe zEPvrQpfan~Oc=e|!2eo&acAAAaqQ|%!gy=CSvvR>(_&Uz70g-Zgu_d2-AFKPcJ(0cY5bb zrwHdo#C3WYzDPXsx0!0(@wT2NdJ@F>Z?L7TNWhOmq;Ig9Z&d{S$R(UwqD!Np5piK9~I@a_*6T3K=3j&JuAD*$aCa|-msVSBC z^)_e;-45?y-5uzP;!2+ltE~H7s1u2{t{9wKP18B7)7#O9w*>_?VG5`xh=X+525Ybz zVpt@d@~J}i&^n}VSnMbDcp;_j-dmkr+^XQFqo%z-$2_m7= z9F7Jms*Fx8(g%{#C?8_ND8wUMi^7&wc(<&Hn(7-+y+byo4>Q0-4+$`*{ag!Le6Ux# zIJ?sG@a5aeY*aAVJJ${{Uq`HrxR)jOlWiL}k_PSPk*L+mCeir%tV_4@>}9MqP+-`& zS1=e`1-MzKgD~F5NMhXtn>9E9$VfZdV z1VDA?WO?Ne5!g+6bWVkhc&N_uzZhLnrV|2IcS#n#7~U5vtr;Twbo5i}8?|<-hYJM! zeZTY+-MIe39HWxKWjjrow9$@->dD&?3tAvjEXSu7;nnSsn=R2u7W2Np#=FEWbV0I@ zhj2%Yg&Y)>>I~Tmh?%k0|t}HJ)zxSlS6-7@T zg!S$K$-><0y@D1l@?g7cS8$)T)$EEo0f*S0_AdEHWD!J#;4YL}7)yZk8n4Q*)Br}k9ERCU#NeHi$cc2pws%x~2}>*uZ6kLQzQ z@!Rc?4~NS4^XZBHI>APBEZOFE`g4K_nrNSZ0C)`a+UWGLD{&U3hMDRV< z(2e!Gx+S5#oJ zJ9Ggd$GX*41j`1Gz;yTKN!9NoHTZ-!-nLaC7@K&&UyN_8*|r}MV?1W`U2?|(#2>#y z4Ue8Z%8Rw;ne6mO)7Rluwx1g znuLQb1&fcW=r_%EtFCDiRQe>?5T{-E3OB>5Fb1zUq9MoOoER9ojef#g6T%lECqp7< z>*ev6m1k~Ej%TIX%oY~BHBt|#(S8SO^)us6$Qb_eMgJ@NZAMc1E=b0aPr2;D$2q=C|*@D~nnFUu|b_T!>(QH<*(wDYf%Z)PxuM6C>j_3y~Nx7es-av|e zy+NECc@=OI>|Q`zEhAnysS{k9+>>@>Ag;QyV&7E^i~VbXe?NtQ3z}uqp{3Ts#)t#? z6mQ{wm;4wts$L0Y@^I&|uO94%VF>8fIBmp%>f8v^IcOx8o9Z{)n+??!HjIbWF7uhU zn6U?70`*ZZ+r4$gzU3M0N6j?MZ}Fw`7g6OHf2*}yuN!zJe5snV$iY?E$g=Y_oIbE{ zlIv*bY_S;xsR8nm>1YOEpkgMs+*QmQx(!PV(k-m2^n@!ic(o}()oQx3=4dc;b&E8{ zdbT+n5i3m;^489Jc12nOKd@IlMo$Qi92V&Dsuu!W{=A|AD=SiM?MsLpO=inLs;ZHTHo0rhx zPSj2sHTv_>^^RzgMO|^Aas5HvK#W@(eG#3-pl8T1B7})*fx57m{#FoRffEXdp1hE{+7JnTF9sPAem08ys}(uO|Sn{Ry9pJ6r!_@7i10-tQfZfH|I@i@F_q}{~a zmJC1OIxqFU8`@?@KXkdzztyiAw+6(Xu4%0{G_y|seXrpc$fiWW|9SE3 zM?st8vw&8?#_K<){<9kIgnu^R@c+SvA+M|Rqpv$_+6h^G%B$6X`j=C{ w;jNoyzU%Jps_lRM8gTBkauthxY1n@1s%q-*dw#IoxFO%KgFGo;UHa$$07@Q$7ytkO literal 0 HcmV?d00001 From 5c0bba4d076ebe2f1a87185d6d35c30b9a299bae Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 23:33:56 -0400 Subject: [PATCH 14/16] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4569795..cda7c01 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ CUDA Stream Compaction * Utkarsh Dwivedi * [LinkedIn](https://www.linkedin.com/in/udwivedi/), [personal website](https://utkarshdwivedi.com/) -* Tested on: Windows 11 Home, AMD Ryzen 7 5800H @ 3.2GHz 16 GB, Nvidia GeForce RTX 3060 Laptop GPU 6000 MB +* Tested on: Windows 11 Home, AMD Ryzen 7 5800H @ 3.2GHz 16 GB, Nvidia GeForce RTX 3060 Laptop GPU 6 GB # Introduction @@ -187,4 +187,4 @@ This output was obtained with a block size of **128**, power of 2 array size of [ 3 1 3 2 3 3 3 2 2 1 3 3 1 ... 3 3 ] passed Press any key to continue . . . -``` \ No newline at end of file +``` From 43dca96baa264fdad210c72868da40c646c91d70 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 23:44:51 -0400 Subject: [PATCH 15/16] update readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cda7c01..3c3f32b 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ Below is a screenshot of the Nsight timeline for this program. |:--:| |Image 1| -The green sections represent copying over memory from the device to the host, and the red sections copy over memory back from the host to device. These take the most amount of time. +The green sections show time spent in copying over memory from the device to the host, and the red sections show time spent in copying over memory back from the host to device. These take the most amount of time. The purple coloured sections are the actual kernels. This project's naive and work-efficient scan implementations take 27.4% of all kernel execution time, whereas thrust's `DeviceScanInitKernel` and `DeviceScanKernel` take only 1.2% of the total kernel execution time. From 7bf61d349c1ef36977c490fb9e3eb4cf0237cf55 Mon Sep 17 00:00:00 2001 From: Utkarsh Dwivedi Date: Tue, 19 Sep 2023 23:48:32 -0400 Subject: [PATCH 16/16] Update readme with colors! --- README.md | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 3c3f32b..372b3e5 100644 --- a/README.md +++ b/README.md @@ -83,9 +83,17 @@ Below is a screenshot of the Nsight timeline for this program. |:--:| |Image 1| -The green sections show time spent in copying over memory from the device to the host, and the red sections show time spent in copying over memory back from the host to device. These take the most amount of time. +```diff ++ Green +Green sections show time spent in copying over memory from the device to the host. -The purple coloured sections are the actual kernels. This project's naive and work-efficient scan implementations take 27.4% of all kernel execution time, whereas thrust's `DeviceScanInitKernel` and `DeviceScanKernel` take only 1.2% of the total kernel execution time. +- Red +Red sections show time spent in copying over memory back from the host to device. + +@@ Purple @@ +Purple coloured sections are the actual kernels. +``` +The memory I/O operations in red and green take the most amount of time. This project's naive and work-efficient scan implementations take 27.4% of all kernel execution time, whereas thrust's `DeviceScanInitKernel` and `DeviceScanKernel` take only 1.2% of the total kernel execution time. If we zoom into the `kernelScan` section that takes 27.4% of all kernel execution time, we can see that there is not one, but several kernels executed at regular intervals.

s zDk=arj5UlM?_WILar%~`0N)q|bDAGqMZE%Grpq*X-pBDnRr4Yca4kp%KQ}#@l`g53k2rkBPefum@1B zsMbqeX|9{xS%9YD!k=6Z#)5o`J#QXL%5SgHEH3=%S=-j2=h>&;z%9OoE^49hA;VpJ z%`@G`%aV#E>;*S%*;3&q0wbx^zT`me^0uGmf^v;4xBEuZSFg`%o(@xGxD2@iF!pDA0H! zdYYO$@We7;rjG)D(ZGj!$pEE@TFt-8gGwaBNnZ6dSekk92%1a0NA4dne{^{b-Whzt z)A5A_^$@t5$R5amKmz18|Lym!CHE z7!2UAALAm!=#vX0I&PEw)f?gfFNO}k&bG)vpRqX&!=v}bY-^gAQ8usm(Rm!Xn6rE> zQwVs&XkT1ZHwmn%2^ahnR%&-ZY+LWA^*F%$FMb`y5NGn}`--xw{*Z}|3>AL?`#A{T{QRL`zOCL3l3M68-jw$ChBKIpI_RHFbvAMEctIy$Dum!rDx=g}daiJUEA zz1hOll!#8l-o4;saq+rfH8LI6ZrT#qp%L(MpE0>D@O{#elx;U5_jQ za!{vFj*wE_CG96*Hn*~aA7$C%r+d-`hURcwq%Y);6NaFBjjjmrz=(gvT|K8=WR)?% zBQM~n1?COWlmw$@5GJAU_T-I?6L8{C1-oL~>v_e0iV8DqabEA(dEV!!7qU_>NygCR z!`FrYEZox*>bQGG#vFk#Wug5^&KT^-kGa8lQ|M1D?(suqFu$EU+!;q)l^5tUzosL2 zc*eUwSs$6sZT=+6%zHU8L8N`SGNNTzc`eKR)z2Bf@I>y4JlDVaTv3e;{lzdEWP>In zvbUdg1uW}Pe&$!}qKjv}FOHSwO_Y?XPy&t1w{2xo(Ju{)5=Bzo7R#d`mE<`XmCSa<$P4PM~x`R&rP`J;$>&)6=&~@{^&(s zsmzi)x*c*qz}ylU9w?mcSH3!3=RBIg8U4s#iSG2*(Q@-Jx{CkzyqUQ&cYdqfCsUuy z{hN!eX{WHFTa6XS>dg0szM1)4SII7`-#;o1-E$36XMl19y7cN&pN5=2>Mwp`i0&>^ zUl#!S)P4vlB?$6hagHC77fU2B7_g7145ufIQOPR>O1R}Kb?%E2xa zrg_a6In*bi$Dxb79%sWCTz&om+YXv>CfTIu;+HB#(A)MWWF%fl;UXbO!o6Jzm7(8> zCt|i+XIy?xv<+zn7El`*PkT{Xa#F>(=4gkZELxn3l%g7xLLU~s`Xy#|q90CU7tdiV z$0`^H2!CoNpjS@wy#%JlQR>T1H*JT8`yU%hdSDW)#9m>oZ(1A`C-^&j;9@A{Mb+?e zP(V_H(`T@cwslWF7e~X=0Dm8ws#&A~0A`R^VSe>niR>e^pIG{U06Pr9eOxH{btIw# zI={-?MCp>ha!m^|`z}MP{D+2etLgYW*O>ONKAUazcHwWp=51Py>;fCMG-BPbmDl?f zkDj(q8CHB1^+-y(XxT{74|b>$ssdGj#*i)WMWW!3df5YETNpgIP)asCX%UBpgW=3J zX!X~uqX2ClEj27*g$?&L#NI!EZ6r`b(ZKB)S*dhEJ6~VljwiE8(G}4doZ^Oa73xaw zWjbEot6I&4if=fby{&`MMHJgeMmpS1hK6uqR|+7OG8&i!*@yry$4n$tnDxz0SVLJ4 z@ov07KB?xX8?1~b_xHA0`R`G7xC}+J+&VeilYcL+<|JR3{qd!JWjRy=aTe|X#UgTi z(c1unHx=flfWsFBTB9sb96cT(A8OX&567cL4(%r!Ep|7;c@L3C?Z8QVO9bfhOVlTX zStGZ)%U%o-UOLz(KCu)gakryl8Cc)!oEB>%XqbldMuiLn2n@x+enu^KDVpZiVL(4KUT~a&?uCqus`}`>7(=?pT20L zmOU2gJXUrOF_+LBI3R@DwP7Oq7}%Fste)1Zu}u{P*s@Yk$-qFnV7^E!sZ?Vwx|{ z1WmMn?AZ-&)X7TxU7>;}}sh=sA3W|C7XoGT7DSW-hs&}`#a$_= zCGFocUxG{_xYXwF^ARDGVvWN-(sI+4@;8k$i%BUTo@3joHny|?x9|fLTQdeKyy64< z^}&mdpVT;tX)cy80sJ%yK^|MtzTaZ!9H(CbzMFwUQm7o7gPz+XB4MYG1qP%A?_UxV zyF&oikRQ`PIIu;_QBgq)Zc0SkfV&I41Ozogh1MhvG3YLi%?JvBETL?u18CfcMZtsZk!Csg997JF+9>3_yBC_k41S8A)uLP(0u)(6r^I_X*@UpoA z*xjR_(9{wn1t@7_X&H(bvDZmsqF!;uJxr|EjP=%NtS4$(VSm(b>7)4SL>j_Mu>>DJ zDg%HD_U=%iV{bTI_QA?8XX4N~LqVmLCC+vzK^5Xd3`I+pI5U=zk1sxej&~SPuv$Aj z7R}V|II}!&CuXL9XZXPvk@ZpWbhImlR0N4VB5h!a-tUwIH>1SXrpHl|Z?zB_fy~0L z#5L)Zt%(rs!5{Y$lrr-&J_?^X6g^78{G<&27m9C(Fbjj@UcymkQjpLh(1tCv#;B(% z2c_m)y6>^x1-Gh z4!g#Nv)B4B)kSnz1oERgCCdim3fTZXu5<(%&5*f9y^_c+4y{0-iR&TE8sY4h(3ekF zP!B(F%2=H#AaJOg5gq6ps$2m=xAf8?V7$TqM6+Di)e9rt$ix@H#0~T(2`MXvIMDa5 z8uIuYz(0l@1#k5XwE29A8jQZSh>CxE%#;wU1vbq!nL&Hit=AO=viVN6vJ)e^Ij zi|tS%G~e4=6GKM`hwGsdwp!;N*uWpzl2gU7A?6XV-?d*t3h9#eT%nse!dH#8AopN( z&MO+z^5MJNM=o`P0KQ+9Q zm3UfrI^#+`r@j*1;aY7{>ym}V;@C* z3#?r_I(>#CXYYo_Q=d!@e?#aHw0&cZ(#}u>grj5k48SNwS^55~tzW9Ts-0~cOC^tswkLMmVh=*2LeUlmGmNcsnMjI{5rWDY zm?H|%jxCDBCkbF5Jim`^YK;ux-$7KL3sA?#X7OOUZXBE2df|^W-4=~-fIn`CH<2Q! zO+10SEuZN3S;IwxtuIJ|IdN_B25I85Rj4t2OSgzM3fFuX(A;`m6qs;bO;b2LVzeOKnRfp64Kv0fb*Q^obv~q z>w3TU4_sIDE^Dv-S!?gTDqzI#SznDh%Qz8yK(v4=!N7=iiL&bto~HV&AH16;R*fdB z9XCWd&c_p%IX>VI`WHvAAKdxhH=AU6g6AvHq6cd$x*lh2^PN9#Papjp0^TWw9+uYh<6DDItKlkMs8cg)cd9 zIY5Vb?zT|rG}8P-lNO}ZAwDmPNfISa1Hm>x8F0~(HRCf#LGg_wj7PA&S8TC3$_~li zC^czdLg{ss{Z(i$B6+RnEd}tvW zwXQQ7`}>;@N;!JQHR0t=(Axzat9GJ)v$J1?h1fNe6sj0oif*r~^*}l_1-OfhCL*x2 zY&DJgeMVPljrLw!>3gIB74qheV|3e~fvO8lKQ066+*9cxoG+9dq@Xi6b`tE>`#)V- z)0x*6z5+VpH^!U4khU4Bl2#jf-7ag3KK8ECWA)S{wxqEJ#I(q+j?MjXJb&;?c%3Hb zH~pU@lEW%M5AIH&HzZ2;{Ts(e)gH*OJ~U-{ZBwys509=DxuKi?TEy21Ym$DmA{r;@ zc*}{J4wKDFa^)WSQkKJ%2PtbCFTpRLbYXZ=v}5Wv-(%En^~3m<2>vS7XVZRB-K4p= z+Sv3edKFG$Y3n4S?a~sT3!jb(+OE>#*$1UiA@OMcED>$a1_` zLRhs8i){yLzOFu~rv^hbe#abkidr?BUHUO=|BFabi)N9^j;^f$Jbn*<vg8L!74W@^BC>$m3+>ER)~*KoujPYDOX)?p+amv4lEgID1-9|JD9+~O{C`=K zL~(oCN7r5?3iB6@W$Z36@1imalsI0gV#>Bh1#9cNSo^OxO^FiCfiS)U2l&eWG3Bql zpu6jpQ|-kR~>GvzkyGF%956q zwF0V*6nO!qc=TYQA)X`$sfshrWdJPJ9umF3^Rb3ccOK9MFkjTf91isUyVcs$a~ZJ9 z8tdNsc`bA{7_byNNNLajBesPoapE9UbY#~V0D}M4E`a7}=Nh2St;+>H$oHI6{(~iL z)hebSru$1Z3ebHP;;-o|=OeO89b2{SuRbNBzCz{q(XNLxUL7g5iuHJZsV7CGlw+=M}uvoi*CTe08-h9sTj^Ad1DiJryZmPeJu{*j$;9S5` zuj2XlaREV9vTKtX@e>eTEp1Ks?*{>|g~V5~!$6p6USE^J_QvV1Y>HlR!q1AyAdxZ^3oXZ;Kr5 zq^m59#OSv$hvqE6$+33LK!7R&``J|s#1r~tLjP)*`KnFw|9l($AsN5{kU4_J9}V|d z<$s~b_py3$QvVk7{t8sn*S5VE=;OkT`XKUV05&_owpgq_Eh=2QdaaH8tz@=B_JR5d zVfHG6{%`+%Xrp&f=j_s@OP?f=?2#tg=~Z*^`ky5A|1#HxI5f`4%vOGDjAGO0`Vd;AYnW*aFEC`Ix(;OJT|1Yj=(VEwOlgs(W+(_lq&$~ z1hN7OGJXelyNYUb0bmp*_lDleUB$gMAQx-bk}9AQGNxy#xd+`fPYZy`X#QV+it@P( z(}6CD+D~gEmgnZPOx9?N`!A3=teR9e)a9hj8UD@&vUT3^!N{=?)3%mM4!fgeMHJ8f zTE(-uS}hPN>I2+H85mDdT*J5rG^%`Iye1$+b7dEvj(C+(Ec25(u&ZsA7Tms;7=fd z56wqX21_*}tYDs&z624TaEwX5}9A0UF>{H3=swt-&2q6%A_jcV)$m z1(+u|k40$VxYhwIu>x91shp(U1J-6Z~92@HEQ=g_Ap7;p7CAa7p*jgkLw;q0Sbnvp|K=uV?AR%FPMkga0wR`}VWEH>a z*0YwpuqN8zN~07OOiA?7j0!n==-5QIBYy3VGQv&i1_Y9rT-5Dn`!UMfs-v7YF{o_?XzI@ls6?= z;iV?kW@U}PW|{%@toQ#`K7CiIL)5m#Uo$;H?MaKTb+Kn(`pWJ7th)^USm34eQ5V4O zPzOUG2dgYVW4~t#$Qx8P@#>M%N*ltbinx2XsktOv@~ra>EM5&5wc}K%lT`z1-{@e` zUYZ5)tzQ!dlztSu{BGsO8NtU>5xEJzTVFxGN^Y}VQjHih9S+#~2)vI$Y@w(WG{3X? za6lL&cqIebXq68POi$_LSUjC6DdKI!%P#WOzE+)bH4^sCNzv*EDLTycg&{ zCK0-@EfebY`|(em7t$(K5#rh;9J`XZyJzHz47wuiw>N^1&7LD}`<^sc7ad&3?ggIV zEewSIm|Nyx+uEMEA9Z0|FPh`I`$Wd)BXXH-qT7mt>xiulA$&8@DIrhCT>=iM-Z8U}I%+AA!Z6i-qH!-j$ z6>R(C6dufhTPSZG7VDmnP2t4jmMyf2ql-gjh*~oqLiL6S^zgfoY5CX{y<^@!?IaR@ zzbAb>=svGHneQ%vbe%-9OvZzr9TmxOpj!(w;rtx*kf~${YBA>k zq41GfhjfKXO?_O3ut4=vL*i76Ox`cJta9bV_@+QXyq;idDfS52hOqlQxE-{~=(T~z zt|O3d>GMz0kFvq1Jm-tzz+LixdkT%~)RZb!e!sg+wpWZ3ThxC-zAjjDBq@yl@qz~p zsT;S6(n%)S^vb6?NF@tiswRA;&92xfHc^fW8+@ydykfJj$Oox+eXV_?`dK{OGU5^@ zZNEl$zkKmZmIJsEXv@R%l!qL*9z3^qJPatRyU1+>1|XZvY$APM=4$TUp<#?ntzk$h z0L4itXXNVJG?A)jhiqqlF(OrXdq1{#e0ev^wV`m5hH?b&(j=i5>+h&6)+!>|Z?N~D zI*+9})Q&prN27QFnMLxfiokgV--p6a{I(2H;Oy;g=JFg8_nZWueljjeNxG zGdaY?A60C&to#iMj_)YF@r{`aNolVs!?KV)(|b?>Es~)*+8*}b={SMp?xzEa~6IUJ|A zJDlATRj0a#L5CPN`=Dku<-OdOB1hAv63ip#u(&s8N8CC)NrX~C&XX2Jtb0^-y0swa z)xAb-jdgYS7ssbK&0Wbu1C|YFBuWv+O7o!6U4NCk2)8nfRYR03ZY&9-x-htsCwonI2IfUGjH5O={2UBSwO3ww|U2T|O`4K@4kYB~Vq>vmm= z`dJzz@fh4n2O$6Ab?xq+xkw|KWk-?{=BnRUVA+>u4)A`1I5gkv&COBmh+VNR0KWm;H6AO3yO*bAQdEogNh!Bg@8GKnpF`j-RVhz-UaubgH9 z^nC;98j7c!Yt;q75rm)fFRpzw%mYOT^gXSE-l;JPS#z+G@@b-$eGKn^g=^gz;TCG5 z)fRJL!TONk3C|22T)^4%9?C8kO-=jmuYj&T)dvudxz{t-`=ASg(8fjBzEqRaU#x2d zE4!R1|0;Qu9T4X&cU*lyGD0*Ls)jxT^7R1Dfv$iWAFTAO4lg>t!?-h2Q<_hOS++Z1 zQ3{KC=>4`g%K$n_o4Vq^cA-{9YxHA6ObJ`Vh^L=Djr9RiY(=>hn+yp57ae*2=02H(mRUEQ|4m zfAdm{7F!%WR@pCHB(wv|-5x1wRMK)PCIc7Yo&+mAPWVLraIE;$AF^dtzc5R6Nzw#$icF>q>gQr+^if=U{IT zBw8*Zg1d=0NNKBN(+#fU)E^tVOe_D3)9L%rbX+WN&#wjX0-??4K9Ba^?7xU-RUGHF zJoi|XLt**G9WQ}n#63j43eZvLp-4v4Gk_&fq*Dxz%ilX9l1ib%2|>^8fh&~i(Eo)_ zME1bDr)}5b2*v`P-uBdl#fN5yOh+wn5QBRN*!{v6b&3VwsyOM#GGr;l5SLF0Z(RNZ z>k%6MF)4-}FwAx}l*b)D-lv+0TGEPusq9c2FeWk z0iElA82Vy>qsETGshZ;P)kW)fLQ>H$Y*TqjzdI1jfqhs<`kRE=Hp?osNF;p)c6l#Z zkEXSzhuKGuVcijsRjI_?UzJK(#&6YTy)Uwifw*41*;SRIYFOC6ss`yO=$mcj4z~K4 zw;}&(K%g0&CfZis_`TzlP|!;2SXbXOx+g5Pkk(J$_?!fah90VZf|Xr`Jh1DCxgj#t zu`Wajx}R_rk%GhgRh|dervv_BvAS+)%@`HoSKs2_mVxS{Hn;KJsYPs6*!Yuy1|c#s zOcFX8J}8dZ8Tsvt&is+s?A&hie7VYu-;4IX?W;6%xNJL)@rVP0Cal(N;v;R!6G4CgY4gp? z*QmNl$|nn8^vyP~RQx1eR{h9fbX(3~ThLHK1goCJr!Lb;FEwp4l?t`8$xSnd@4z#l zU7zlbI=YHKpPud0Z!sM6inZL@`h8#+_9pw$Rm#aeefJDP@JN`k-b&`SjRWq16v!pf zKXhsw5sR)U{%y(k^G?@0tq-ENf3u<7JdEtGw0=X~u4|fc=l1}Gz{;m@vr)O&{i$1S zj5=}^TdMNfMw4mAjmq@Kp+f50PONFaGECz{NnM9uFneeE?#oDz@g!5ZS~dkCHJ>x+ zPYLVO56H+G49Stmg>fU`>a(6ku2_G@b-$c5UC{Xn_rbw0rd!hNoY0h~n4;I#Mwa~` z33En>pGU`C(te%kh@BC;az>`A1zLIGr(3L0+ct=0xu1Szwe|ZMotqcW%RV#9`{Ipa z4nPA6yLI{=*!$`!nsz)IX6xv-h2RV~ zOn*fICDmW&4K>ZCW!w-Al*EHmDr3Y}Np>_K zTs&iealm!?8aj$sn2!QkGGiiKcT;i0~Ul!*e|12M7gvIBEPywC2o(vOS2CzzS~>KYX;GhuysKb(E= zOb;|HLG#DHo!Ps4LKWv-Rb_X;*d8rkL|n&@nF2f^9p)$o&ehZR31frUzyBSba`K76)Hc4BX-1({^0HlF5O&k!h;EI? z1$=!%K_Q?0VKTD~?C+{X`ry`5H`2HH=C5gf7FERGS-H&Q)w?TAUACdu)djY{vFv`^ zQMl7dyfL`+`83dxYgN$vH3qPDIBN_(ML|bWM;s719WzDnJ8}^$mB=AHo34@p?NSGH zTykr)l}dHhWx4p%T?tcxxAdG$6iDehREgL2d1~o#ceyOh_bG?2+)dED-lXQ$)R*@n zbYsW9@Qb-DR><%?^t4~OK|rh^BQ3JtMECM7<(u)<8eVbpEzj$-ly*VdAB`G1sH(vKa6@btwUQ!p@{?pzU34C7E6|8T0F5mxN4i z`fjmL=6ULblUb%mHOzlxbU9c94Q#gD>kA)tMVsXOl!D`%0i6i%b}-44D1f)WmrQ^9 zO!fVNHu+)PuAqTHwZ`T?kz*6Fjiw1P+WeA8cP4B(x^OlAB?zR|>6DMQ( zm)kIty|u`l>6!r33)<4MSYxbf5Jm8a@|0Cd7c6VbeY%hxwk5+prF2z8CcsDDY#*Q2 zm))xn?xZA>=bp{T@qcD!n8rIRalV3Il?Q|%pr<~f&F6;OJcD`mW68`wK{k`77BE^r zvMRw-AK3?hQLkOsVl3C)LSoT70IaTG+O2@nUAw*={-2xwpW?>%aro3p$dCbdzM|eI zCww~o-j9cpp`?{&P@v&d-{kP*p(z&w_GEIsa?ZW+_*NuY7sI1>fGoN@w2+KUQUf=K z#?Aqa7Zv8zu>q%Ow5<~GS4>P&HKq;!>E}Lq-gogJ!>Q*tKM8wH<>B8Wsuou!5^094 zTHI*K@~gzCNrhb{jA4KDXcQ2?^J(iUI-;L2r&N*b`}cns<;anPCriZ=4VYJ1E~mc& zo$dndK9Zm~1JqQ7d89Tzn=lulX(hIzGR71`f!OzjYZy<$tCR+`{8X=Ln1DdnJN@w^02-GlZ6;#JQ3A}e# zCa^IC2>jZv8145eoD&}1V2I$jj<+eJq9$niGU5MVJrXTN34-6%(^ma*Zh5>da9Q7O zqiFN&4$P=be^1XKesk)k>GW&u-z zjLbIbGaC+@otdN^5+G~`|rzYFm*1|;eX?zX0qqMzUmVL2CQ zDx2nD=c_?8n7p#g`#-j86R-mZ(|5o3=Ih&zxduXR_B0k+1$CX|Rs_LDIn^;*!)?23 zL&Lv(`EV-(3T*dKrw+#FZ`;5w!OUKdlX2<};GMG&e5RxRLi%MwAEwWFHp z;YHfnStiw4MyZM!Vu$6F+uYo3C=9IXs1bU&VC7u5q-peIe`avDM9TyzU8qEln~LLRZ| zpw<_p>p%0iOGRb+0wex;b{%*xm~G2U@ z*MND~=pf!9p@42rth2sBy~g-JLH7z2KaYHZ!;3H8m<90|jNf5HW4NO-D(F7sWRmHE z1-4mJ?V6E0tq0mL-Ovxs_B@!aXshg0lAZ>@@lN2cw+rM1n9l>D^iMPRAy~G)8iqN$ z;z@wy!siTQ*alLM&>g3Dys9AwEEVoGnTncJ-jkxV<>o5{DZIEtUj4|mE}h4^pB1?v zm04>_SL0WJ@bA~p9ua}z<3TD;?B?Zgb8a5DwV0k;25mhrqB{wCxdsFRPQahhn|?~A z-X3k^Q~v)|rkln29F8l?|f zbh;}5YL@5?oWOv=sF|StM$df@y)papXL23ynB~?Lpr^)ivprWz-zLIFf3c}XA!ZsD zX+c(u`34)(KSH{t>|P?ZV%V>#_G;%xKwT;#+yklM-E$=r`h~f)A<*)Nkmusc;@bc>!OoB zl;+1y`Ud*uh7<=AeIdyZFpel5=sI@bGV6#ME9I}c&YAG;svz9wRx!S^;o@U%bt=@J z)PMF6&X7BA6$fx-m*`jxe8RXjI!N}JffBP(4s#}wD6ugjc>~=sX1f^+F@b@`Nwb%=WS-WygWKkrOfro_gb zQXw9CM-HnWc~fHze<{fLOt<$}-kb%rIngQbV_R---F#n54!+bIgchE~0nv(|iq=F^ zKZGjA6wOSgP4g6s=zl02CdjHA39w!T35-;yAR!OfIC?P8!Q`XlN_l65uEOr;GE=U7(Ob{o3p}UIzYVbE4s}hX$-N8R&3vX@uMk6qT|TGAl4irwiCMd!!AmG- zcDVU`2PYqzqd!gp)Fl5MWh#tQDD0M&vi9Og{Wb5eBz~&xgZJL1O8LhP1<1hQi|&E5 z`aa(=XEH%*GVgL2BQ_R68E=CFpgcBGG`{QWEK+<}V!u?|J5Li_AsF z<$vbZjf{i`CTfsRgDc*vP9t`{;_Jj1DP6v)N3F%dI%+#@8=85=Jvfh%+NaqNuMbkTJN?Ey_r{@-KSjgCoiALof3c1Dr z0GRK{f{!$t_f--S<;mu-v;c{TnTnmK84h)0CW?}3E}m+Xx@Jd6C(^Py>PCF$Go$G9 z6}U3pf+h(YeKjsa6kNP3W=;4mC0`(Hf1@<)M3#S7kUqoTe4$zkE*OF008KXXfntjA zH?$!r$NQbv+0+wm0N?VBQrmj%UP_0LKO)!AuQF)cL8(VzBPGwt9Xo~y%)$+HlLzz2 zoCe%UwrPA8S!N;xF=(`q3=b}=a6{}pOsNbCO)GO63wiJTW(yzz0cuA8TEwp9s+&Q? zKadd@fzd|?tQ|?N<kRMqHbSPg{T- zPa398v7+I>pm%ru>Ylp3X;tk2w~77F z`AO`5PLuz0wif$;*U}LEgbo~MsX0;fwoyPUeu%_Hj#Y4*L72OYHdq9EDm4tJ&*+qH z(fA5zk4A306DGK#DQ2g$xY$AlaOmx*7i|lIUL*s`i5n#N{rs915|f+~ojMmHG2}>$ z?Cd<&QMB7xunLO6!+}@X+Zezq`uQdV_6V@vH|O2w32R5EtHrMMn;O!Sf>M)$5RAlL2kEHxG+Vna6D*sx{m5GTWzUw9lP`^4*C2bJnY$nAU? zeA3I~C^0*)A(8@|P@1*65x3RAxDVv9^aN-eU_n@lj~pK%%YBq>BiPF$=0CJ7aLa6x zuw=&MHihS77!IP()n3xD8smZLM=aEm0|j*+24z)TTjD959IfDmLRhlUqi#N^F*eZi z;-^+P;Yogk)i8AV+;FQ_Kzvy;_q~9h9d zsPY?Dk(dBVwOSRKuoNjr%&|d!trQ&L7ud3Xq_r**YNixbv%9OdZP-QX7w@V5qc1gE zcP4{-;GC?)#_vZ~_-Gz;fdLW3gT}{Bq5!`VGyhFWyJzXvQ^qPgq3DaZrSTR?8)C0K zXBAPNo+7<_Dex%lcF|#G#neHdNf%OjO@4EGLlW?XL9Fp0;iB~7Y$O_Rwgj48s*^oF zD(S~t;C3t1D5b;m|k5$YWe@HYTIHB12N1r>tK zy+gA5BMYYXl1p$S)7907*|z-d)5dd^vD>>p=dbW_m~t*p8M9(C66vQ$P2W?5>$Lhi z>q);d6HfMbzYbB{C6z7%A?V~8c(7)lslTGypVPj@b|wxC*~lfhO=!V~YHVvZ3I5u) z;m#izwhx44AVh&HxvAI{EEOXZ3Q%>62`DaRG!{W=tarjPO+o$v7P{y@TSBqeDdWLe zSa504L7OD&ulYMG>gIvd)C{b|Tbdn7TYdY)_6{|D}xLnQauD8Mi&Tz zmeBd2}u~*K2e}w^jfff*Rfp%OuvF#y==9g2&)b zEGccu6C?*L&zTj@T#6>ryU@a+1vZK|zW~9^`h=2%PC{H@!$dv!J+~(rHPXn5g)}<* zyE3gfZ7ev+=)QdoAd|~>k>zJ1&4`q5Oz4~*Ogg64vcizz_%6eMmb&;DlJ1^O~EcDY6KU`6Vtlg0!ZpdvXDP$a60?F-*>`P>Y+tw zhZk|kq|d@*U>XO_eoX)zjUQeRoSjm>Qx_^r6Ab6<68_XUuzCe+LR zY{zPR)OtDKs*BJ*6C~Dp4H>leys9B5HLPA$keT_i=190xke#a_#k#o&0Xasq@VKnJ zO?4ohJU3_$2Pdf)m(mF4PNkj{%50~;H{V?EeFiddCY#ZFpI1*66Tf_AtX9>%;vy zVCP|%s;4LqHsAjxGd%m&4=^E+IQ|kji7MVj*{-n6!e=d{O4AH&aD3=bL$k zzjI@Gf}V8c56yky-b zA(BygOc#Zv@KGfGtP?goxer#n>G#Lmy`Lgt@f)7~jU051P%kdP_J6Z6y-0o0ie%~L z5W8nD>F!Q&$2#EsJ2LVMPb(G9^t?i+G;$Gz5r?iFgja0RzXG|}63DVZ&bn^m`%hE| z@6>RowGoFDHZ9`A^pnaxNj5l3dbSN22uRNVJl|UfYcH(3eIxKa_Zx>(q_lZbroTK) zv$Wbhxm7Lxt?blLC?J3NU$AnNzE3MfGLeaucG%*Uv%zD#oMXTA)4tAx`5E!slJn|m zhm>%0JC6R7&t|hQm61dU_p$gEK8X%KCDdEQw1Dflb0%W~f_0BYBw|S~i^;o^*dEQw z$`IJOYEj3k5oZYp$~t8FWdC)TOx%x!o^OLAG-se68-(gJ@lI(A4+mFP?D3 zzB5G<_YAdlB?%Hi+!Vtj2`w2krQydLz`P$Isz*3=SD;;^wcj`Em-m~7tzXtEKOMYs zk(iKIt87Y9-vzyRKA~oz!h$_rjTq6IHT z1ew26j-Sf!{#q9gkLM5Hv%cvaM(I=DtcZ5Qi^W63d`BGo`fbQsuVXT;T5UErtbj0D z?~#@~I%J57Vb+5ldlW_$Qo{7ZXIm9Z9NRG=aX4rDn!t{?wd&v3IBukO?W0ZiVr5je z<+FoQ$I&s83SN`PzWwt6DBj$%C${9v^=_@`E8^sSwV}TNaucISIK#88Sk=|xX5;2P z!r685h(GJ09E7qR=;}LMXPa&=l?`W`xdwJxeJuIKRC;x_q0hxn;duy+>|%SXt!9mg zKQ->|2zv8ZJ>cIt7qbh=QC^V#Mr+(~?aZ*3#)t121IpSOmn*IexqAj2tJH2~M8Xa5 zw)lo!#%;>e_qi&K)CYWwdki8zp1ElsB%Z=+;3PLjf7~LRv?K^hx+2h{` zDy$G{6Ap=@7^2y&m}Ug?^%+v;IoPbk#^)YfVmp_P^VHQ0?k?cbGQ55ow%lpwzNbFZ zz4_|SmG;iw8vms%uC6y}XZp`Czi~$8>yX!kX{}9vogBm@O}W7as$djO=7?X|k_@nX z04S;M90q-JPqi^cmfAeEJX}V7ov*w%RnbOo`BhY3W=AZe#t$V?I2MX48V*U;J)d;& zZmVuf+T6y%K-{wB)It$zt7Sy&i2Sk}c^Gw(nd^atTK@!34|`>oWS%p1pX%}d$BXkb zkZBI*sdZD;;nvjtZJnTq54W(fo_6V?ID*8er*{h9_DoQKpq_A9|s!0-IgL zl`7O-2VKv3UzhSEXV+Xxgq%OhKu9=&M-tS|hU*^jp1#!X$) zn>6jGKGkIU%cbyM4QO}onmvCml<%17LA-$1OSl!_{QLsCL4cXIwa?Qyj*8d(Cz)Wi zNryW5gwr(RTbn*nwkgCSo^~oT1pgBqWBxd+ev;M_`gh>%&w~g$(T~i(46O zsT9TXYG`;MHrdet+!7KfADL)$TAuk;^J-M9t}QNr39rmDZ!8?c+26cjWk|_~&Qu2n z`M3tu>bXoa7f@z!1&R&oSb2ODXb#@r&hlAuL+f;#FSKMde+W0GJo5*&=~!^<$H-dG z7wimzgXaKr)U*0h>%kItEcJ!Ss77;sT_r!Oa31YHKz&;2;P0GGyJuqs%^U517v9op zSUNBmZ@25<%Zc>C;ue(tY1jjoEmI6$K;F(|cv}0@S=K@_ZZN|1DBGh8iC4-RBs$qV zsq(trUhcs^)sh}nTdFY?QPt7?^~mzud8F0E3zliOaeJ93r@T-%;56#i5~$+?<7)?x z4r*@sxSd@TO@ot_>ti^@xeX@{OKdM&EZlU?5*U zTgpgt`GnBEyx00Zm8ZN8^cp*-dUO5dy6tELQx*BT#_rXp!y-)PrtNPM zxm$Ke!i2TF^1)qm5sy8j^HUwEdG3^Nk&5N~IS+YyPX!nrgMah0@sqo)uzP`jJgP{Y{FN0t~I?HE)K<@hl#EvElJ0 zMHC9~#>v|usuQT2S`DAR0NPxQ5~z*OB1;lLOE)IvVu&{{iaF5+(EQ$oP1wa8K@gJ^ zs*h(A_uTD#@E6pmd(lR~Nv>CIn`aEs+)$yf zu&jtNs7Fhb&oDPorDJ&K)BMQi(h%WzAd5)C>a_(ipG>vt2u6hE#71U%W-_*9S^~=M zDk>>;CD2wzFr`)%4vgwcgFyr4+jVN7w}#Hjx^CeWV2`Efc2N+tVq{*~=yZ`iKdSvC zG3xY(C6^@^mW^&e{Tq`2@Y9fl8rcs+EuO$m%!sMilJ1L}T4J3j2o|h@(5n14(W7H= zT1IJD`+AvumA7kc;vD=rb$ZM^JcnDI!Wjlc>a~noUv|y4_RT&@&}zvF81Tsp`~cI*#lbPmOHLG7cJ(&jq@9uaKzC=tn_g^Hu)BeL!Ve>!G7cJ)2YXZ!GmczdT8 zgew>AAHRzy*IK`yWh7|=(PFZZ4FTfq`-WImo5r0n+6xR)k!VCW7;))$w-yd&odwG|`TH@i&nJ?_u{ z_Uf95jQ{>Nernzo4S0+Ors$;DKf`-M-N+;zTw^-d!p?A@GPpY;yRCKsUrTXk0Ej&_ zd+qHG0WVC~VNM;&Qbcpn^7k6gay!td@7>?4&Os*Qe~UykzbYlk4?CZ`Wi_fB?!sT_ zrV=wWBcChFR3J`nO11}7;MjqxOO=BUP1`?AURWNP&zv8ac7n!Knir;khnn5=@(1}8 zOdeIO>SQ^}xh!Q5SGR?DfpBT~PN^p?$D7vE3{4|jFV}0*`O_CGN zRKFQBJ&_s73UxK?9=${jEo?%N3?N%%n2uug=&j z+d9_Dr*Nz(i>g&&gmyy$^hGPyKGlsV-osSR>mDk$m~60u4>d-rds+7l5yUTZzbAX( zYS+K`+wJhKV}4(5Nm{v~^9=ff?VmI#!uY1v$M2_Uq+X7;1RS$`QK{ z#o4#*^NuDjndJOm$&l6}@>1ktms3;*JZwNZiDa~J+Q|sz#l{;h9?lf_rn zg3yJ8pIR_VH9laW{@!gkzaKaRfcm3?%TB#xU+YSx+{M8>1}P~4r6)Eq-6u{#SjaL) ztrN?}@MEQFZhQALZ zaI1xKCl3Ms$$!m|CW$;S-PKZ=YyvRxC0*A#e?!tT9zF~vMTVLv7owO*DIiL$7n6x z_j!4F7%7ptq0%ehKQIy586v};arTav0j_A9t(|_-&ttD>ralFflXIGPtIY>Z>Bci* zW?!op@McqYj1Ey@my6?X`#`=HgkH=$f(Q)w4dZmg|70CBJ2ttxuL{lhSr$Ryf=RM@ z2WlkQ+wSY6?{}w7>;W)+50m=zm)JS2)Asf0L@c_blgu$D0T^z)lrdf^Df`5l*!KY;#Mm+GjBg#ExrGIfOKGyYCjvrTmvauDsG%6Oj$x{Z zqpVTsQQTW{os+Vj;{qe}RatYZ^d>;9m`v$GSgPc5au#9oOeASSp1RWxa&hD(5KIMd ztxDhOlvTMOQP61Sd=7L+9yU}Pe1_Y@jO=b4Ql1Ou4xcfodaCa=q-Q>MnRWNft~tMs zZg}z`|DohGd_m^@(Ik#-BgCXVH7QCxfHKSIuiZ(NE`^cpZMHrdA;8Wym@xHVF}2#E zlOJ!%pKou6b{G=)^Vve^sOOzb%dOvUHB!L*iG{<<$C_LPeA0pd?wRPUZ3~uclb-IM>iY~~wDIae zL%s{M|M*IiEr>ZHEdrk%xF4^1ocK9511rf%kgwexku2m)9g+=LtDIl9>$|4{2d1&JF);<7~I(& zdiHEMXUX{u$UL|DNs3aMF*V8xWALV{Fp?eankpZVyfiH4TqB_Fn+kKFB>|y3pDE88 zkX^b8)VvXU;OI_#kQ-3$GL~p*RKmKv@Of}1RGHmy2DMBsIo+}AC8MV}QrRvwQ_rTb zF4VuDlFGnCyZwVx8!0q?$iGr6eQ3H8mYL7RSU+`%tEFA-pBhHsYMD`j!9j(0b@P4I z9V^_n2UGWks(9=H;ZEGd73-6&Qdok8M*Kz0=*zTb5$YRUZ>1MDu++g zTB4M2#twhh$pQeNQ=>3D=7;4ud8})TMZlOjeMA3ksneMO8Uw!Y((`dtYN2MzTxVm$ zjT3!r3>pIwVIYSO_U7kkDi%R6FrFO|JUA?{w1Ba>&h9M znnvfDnq!M*W$9y%si~QJjpmXIlT@0xRHmkcl!zN5HO*u;X{qI|RIaE%E?}r=&6G(!~SD;$MsZ zN*2;RFsEwKXfBd?#LyC+S6b7CqYOod1$Wh$DrSeM!>NMSe;Pikc|G>yvq!22?GV8+M;g5C+}s6s z%GjkjtCRU+9-Uc3=8$ID%S1yq2r}G_ZW_iX5foYW!1pnSQWN+ukYq-qcyT>7|v^fh#D&eNN7A@_Uf`U^CnLDAqB5+SaBL|v3KD@YL3P%WjY!@Nl z5{oec)ye|*Ab3mbC4q0+@lLP2{kP*Ydo~@B!8F#-27|YGX#1?PekHiNxBrwVqe;VE zUxgFw6*<<)7{H)aanKC6jx$-SZ4-38`$l9vT)&S<|0r995tJJe%nA`@H$raOq}F<-EBR(|GiAT`n0Ha(BJ;r ztma{@b0$x5-Q`b8Cm)_9=MQ=5`qjgv^W%P(qBonf(sil`t`(we=!M~N9qQ?`s`Ghc zRd`qN(3NJ?r)KqwHB-NMzh$HPgUpNrkh!fdb4f$rUB z6bNF6pQxXPk6wvmBls`Jj0FmD|4%rsKiH|Dp^n+Zb~+ifoLjimzD3s>IVzp0r(i2* z;J`3q`UM~T=&F8dwW4{pc%bJPXfO{=Ky8ZwgjGQ#Z6yQMsxbn&?^U$(xype`Mtj9w%`@0?yv5kL7l}e5jG4>G~1#`neXJKTjn3tYwLB$iuuGXxDrV5 zCM}Al$JN#uzqZbXs{5!*CrHOJZOTwnZr&m~rTfI`qRy+E|7_R%P+iEaLoa*n##eEw z23PnuJuVj>KNgs~qDdIORTKy1Fk>PKuWVQkui2OIbM(cHR&t)EYitQWw#S+2N?_ZP zG%gr}YgmKz!g&UIF9Qi6kIZruPe}_SV#jIg-@4KaKk{c=Av|+j>S&!&v5`4A!>HDf zr!|52P9>u6uEJF2Gt{2u$_`WHD2?P2tuSN<3~5c1;d>!|SV^=|{F|q;P&jpZSPX|z zZq$Lf3I9&yv#j$5>}ZUc4V#u+Ht1!EAx34cr*XSUR>LYC$jn?WnSiK)<}EhmXvelu zx}bW0KO>D?8ZTKc97pOWi*hDz@l87`e71f5glSj>SHVz{cem(;okIyvkK_qwjp-u! zLs8=rSomH1nys6&0RH$TuH&!TW{&t2%5{bx7T#+%RQzja^yr7u1=!hi{r z96kd(m4GGxK&m`*T?f5tiCO8a6`*c2n0qmT&86x;FrnQ=o7NQpR5efC+dme{IOfWr z@!=icmg#-t)r&u4{{z#vIC^vH@T;V{Le7u{Ij5>pljm_^$SEC*oDJzY&U(KG=0Ro? z6akSh%#gEm7%BX9MKyE3G~jV&<$Pn9oyOi-WU=m04y6%gd2+O>H&-*rJr7bgTQa{R)IiqV6f=1?9C~mu(AOu*h>KN`>9e>l>&G{& z&AeD+o!NG>eHL>0hxnW2Of5SrbrFOJi!2od7R%df!%tm)y&m?E%@ByX7&vgLPw?yx z^oF!`Ur>~l3bGnjb)%hKFBg8l1AuX2`yBZ@Kg=nm7QikMA=~3y2OI!3Q`_3BD$S>| zu?x;WS``M!}xGW7&utszJ>~|5+_P(Y%%$o2(6^fv% zN0HKyU)uF^UPKjVeFoj4G2hkcW#)`&d@LArD&f#R+q;>*1D&%VSbjh3!C^+7C;iy$ z61k-REPey|$82(#@SWCgS@+J6;A4`M#m0C=P$pL~0ce(>lJES1#6T@)8U z;(c6>-c}Ab4BNstXXc6|WCK}#=L+S@51b|pEbTSSY2>(V7xKQf;^o&#i+Uk{)@40@l`=C&XTAMVYEqs=%8q;mxo;hBMAPJ_i=5=_m^-g$Z}cK z#|{;&T#uo(@W6K*I^YFA@an0IJDxnoOvX&-yBnD=AovPGNZMhKJq-E>|n+(RERKl1Lt?ywzu^E z3$;zf&dkd=H&qs&%u*+l1&779S)hamCd5&!`NORAL0?W>Hof_NU5U4O)lzSJ zSf3Mp*K&`x``c{0#3uNruB*3+vpB`>Y*=c68_bj_!EYNsmm1Riv4-?7Pm> zQPYW|ObZs&Ht&ee-$4UX&6Nk~AhojSH4y~K#Oqn%lY~PpWxe>pRBa|b1KJfnN#9<_ zFMp+r(t8cvyafVle>_!JLZvc4OX;hLSAIB2PlqCIf15Uo@e+g|_!$PRjJa_S8VeXT z_s8_VK^eOoo6~~Wj5#vj)}cvxK`&NKpULCjU8IEAKTp^yPM_cuZGAwEUzD+>jyNWK zJ&#{c60NLS-Np1lHt}0P&Jy)_c`BMEe+fvtnaI5MZ;=$R7)93p`+bJ?Gln`FRO}+k zZo%|G-9}bZuBchC{+Tf7a7mMFx?S~=7223z@?*JDYk9OhoubKQ-MM1A9809zSl@qi zi=;bhvom$;e86t>3X@D#Vm(2L4uqt+z);ph9ovAPDbbD2qjMmO%Aq@5?;$Er}%^Z4W-<2})> z5mp_zr0~mJif4;BBp3Ri`;`l~jmUHCR#Z=#_dUAtNu{&D`@NP7V>i)AX)=D6rGhEvcWgh*T-n$(<0l-a zC&QM8(Olvq6l|B%QQONyoGI$Ri2M6(YeJR1pXYD77-}8_Mx>i+c8rQ~?_3Ylj2C!Y zmv>B(2HCY&8JUIPbN9>i#z7Tf1PiPZZsgE+j?Bo))G4J8b&)|)C z@?VaC$INqlryOO$!I4X?JAnuu(OQb^;E8IcO?p6lQPo@>mLBJxX(5a6w}JLOJ_Mtf zC)B}`9_B+ou629dc4u2J{uFBe#EsK7oU2jr%X8u&7Ck`XFh4F8kaM6NO&D8kaX{=f zsxsPsTdcNNV#3XuH*S?Ahy01W*4s{rqx=%8m>5>Zz5G!H{8=SO4K6=Y*z&$O1>P94 zcsFGC^%DMTMJ}Wk&y2t{gd(za$Vnsnlcw&Hml1Mdmc$nip(ENV(b*|Yd!a)Gg7JQ? zz&em$2T+1N7l`=CpO7ye92cXRss3(t7a~{2$;exDZgMZ<*d_bFg~vfC+I(dZ>Ut>p z5ZgyJ=(YS%QFWwaMHw^DTQ3E9!?pX=X28DNjS+<@m&!>3Mq@LmU?!-Pkt08^R2j{F z@v+Bw>Xlnqt>Y`Ojb_0gKwmep;*&0yJ8~rjrf400tbzFE8Q89z)nuQJNTH8mRd!o> z40Jw)%)fC6K2i0B8P?#LV$o+ZCj1^pb!BY)TQBiD+_uxxroN6aMKZ2#xAkNFd1yWq z>JDK{w@tSWMgwePL}1e00uFxe$Qhhk2)_MqKzZFz8Y1gk(sP!gwY5ZQ#b%?;D~8{; zDXY{=OUzWE4&1Lb2KSMECnn=;{%}3^Py63di*1F^{4X+Bd@opJ%BN>`;66s^H{xA2 zb(6cA&d%=|sVqV~LKl)tsvo~K_8Tk!8wDKn`*8Y{aYj~L@^nX@T_kwEro`^Tu^)lk zDGyuWc8F<^X8`}O|6UShat6Bl>!3^!7lo8kg{#vV8msWv5PJ-CvNiQ%UP8x5C>wWz zXHSoBIh4J*9E<^$GF#8>L0adwOOccmcMwiBtJpEtHGOC}mB+Q_dQ2yR#=fbEdaySP zKIwNrF`lD@?Wr3(|Ca1JR7*_8TO`y$fhn)APr^Ox5(}_F(!FaoUB$rt5d0l72(>*e zh}cr%`nE3cP9@kl91?8EOT=x1^-||i*@yz6-w=_Bqn74f*JC#bA0m2PBu4t|ML@<% z3|*z|Q+uSWmt;B+U??;tXx zLX#RmRADTJ$I(ltK+pExTZ1`uw#~4j>vF5iI@T#AQpB((%B-0_Dw<$hhp(_yrVIz5)j{%x1?xpA|3FS|@t<1d=AX_@=ZSv<2 zbdcF=w3@r2WTUzwaULEj9{8%y)(Y-fUUnS^rZA+98Q{13E{c?_T`gt}9X!Hqvdr~> z;>F6r(SyA!nY@SS(mm62r$pmu_HiIf2Ad_NPH-27_s{s#Zw*^pBs?I85B$U5WbK&@ zZmbjgRt<@HqaST`3VwZIJwp;Rv*c%k+cO3g$n3BH)Hu%G)E1BpaI+}g$A(I=D#wH+ z8rtVY5O-CMU36NRHqzg@z}0b9fl6EX*e&@vC`=O(pV0(!V=wdOq(Kl&uc{Pr^aL=i zfEf~Zo$IB6wHO4S=F=0`VqQ`@l$yrCExK5QvZ0vF$ zI{gl)c!5?V#ltqJWBY%pwf`{<+XzB0V3C{E(6+THN`Kpr7k#%*qV?qSzj>Z)qo;#S zJgW#hL4Jc1%|zVwg+2G3T@PE}?$QhHQ@f8s5APUbhS;T_?UYpHZ9N13O3zCqm#asdgV_)7lW&zcC?3Ab zq!=Z$JtF_INP^MahXVL1w8;6pI~_CQs((TTmG_P3asFxp?oN-7F7sS4q%Poqj@~H{wlD$V;Y?zMOsB*!D)MUJ#s!z9%QJ8 zvm9#l9(kl<=2DFYqI=&Si#5&Dv@`_JIh4`6;c9R^cY~mql*6jbhvtwK*1+I3t(fh7 zA{59*EfTvC?XmMiyKqwx1(cTY{cL;}Q!7*2=M&-~OYKhhdsm5_qTSBFol8YH^4>vp zaLoRhgt38gJ<`C%rSXYQ>kkbxfR(5-IxV-=)*P`kHF^EjQOQ0)nt6)mC(P<9GqaSV z{*0=SqchsPT%dfSd{9lfB?hp@FGL$P%X$vO#=@#3tR@`d5Wb>)a%C)&-Uuf5k0iyK z=^u~|dxXZfYe3~k{kr%SIo;ALp~<%T2x$^c7Kc4lGB2bG=f2GAUz)z%qp>a+Npn_i zm%bs6D=7Wczg@(hz3lhC(y!oGM-4rh^y-KFnTC|f@e+imGuw0XsR?EljR^KQbj1#o zzR*?A9=JFe=a7CjlTqBYFx-@?>Y&C9+X~J-F_bv~v*>IzC(n>+1mE^~4zBvJ#8oZm zEd8PW{K*U^%GjXrP72$-dsu2&Kihh=pxrVZ0bO2M#i-CrtFrvCViE3j;hhV)*i1_% z4wg8}y$}&K)cKU{tFpm2R{{dQ#mKi!^G-!?o59fLoaNjOJp`sHe2V3t7^%>nvh!tL z2fW3bv-4x9^K-UxNqa&+bk(LP#o*=L@hO?FFL%I|UkDXkC$(eth?lNK9>xsY7Gd;@ zn0qh3#Z(65_%l+BZ`@lxR&imu&qegyWx2yzP(g^h7e<`F-2ve)rsQz%xWM85_-%f9k~RtLj5L%u;7=W4Y6NHcATGoqL=sg^>ru&q%TeCGFq@ z;6sw~g-A64(<7cAUBcWFm!%jduzDoFND5;N^4(5hkhx}tH8Q5<9 z|Ha1t!;6h;>&O4ccW)z%zWQeWZ{Pp?-#;ehQyE(}0=G{vll8a$FOTiQ3cvptAawbk ikA4nwf~Z##c%J literal 0 HcmV?d00001 diff --git a/img/streamCompactionPerformanceLog.png b/img/streamCompactionPerformanceLog.png new file mode 100644 index 0000000000000000000000000000000000000000..c51b8b93b8e05ffe9393679b8ba2d3c275aea80d GIT binary patch literal 96802 zcmeFZX;_kL*9L60%V#%enWYVCWrOCNr70?zm6lUl=B%ZenTm;uGuC!*&5;JDQq(fF zEG2S4oTx2?GbJS|poJqMuyH~~d97cI`&OGrpAOGy0E`L9jD|D4~t^e6Dox)6Kwvl10u`vx=++-E+SD|)jHH`6qoV(e>_e&bq*QS*1_v;LClA0jBdiV6!Kw9Pj|%qQ=C z%HetSdH*=o;WSX)LD+OtQ!fX1xbO&Ty~UsQ`}Q7Ga4+1ErT**1+xfF7kY$&qaaeoX zWJTF>%%P@r6P&h=vbMLDaNU9>=>fQat+l*Bii7jH7Z3gC>x5n;|HJ(aoSK=f>KcPlB;j->0IF~?h>uOk>^U$*-@kFiUbF zmpm8R94l@L=GcUwJ=gYI*ueuFE8L#WP4-<`+ASebXzsjNp|v`4 zdUPWp^l;a5siK^ghZTkfZU2oJ-udhlAqa5aXMba%z2l0laoD#$+#@QaK9F-=;?<$9 z<3S1*UdDSBu=a*EVH30CMF`D^RAs3OiD#pYauO;l;COYQD>>%JA9ABz`7StkY@L8p zKb9~Pz#dMCBa(`ocq99!T&Q1S`E-3u=eZX-4+3A$auXG!ZgYat6^&hJo8_-f%4^D9 zVLMmf`Q~QV5^De*dgOKlOSaMd88F?S($0P`DFGMEcNv|AZuKC5~4GAQMj+hiQ zElstD3{JZwwR`0mN7u}6k+*8l!$;qIYq?J!(lBLQnrWS@*C}jj6BP43Bo3@Xbn5}w zFM+-9ZhVwu!J({jOjqo4L=o?XK?<@2O;$@L&}zCh&r9ASCvRj{7@I)o4AzM!wqcFb&Heq1zXxX_Yk)GG=+l2Nerl)h$ zkTR0S#C0&?)W8;r-&ZK%p2<~>CF;)R<3ziKcQkx@w{JnL9;j-*Fv)IRfca(jy!+3n zHEnxtmg-uT7Q~-^W)XArj$E-5Cur#VFIhGXo;BcO!Jkw+AG|LY^3vHEyzK=J)B+qd zX8EO3u*AjG+gYxOi`KNJ0=uIP{PhygR~V`=QAG%feO~eSlz)%x6^=&578gYq%r5z3 z!J~JP)XQqYs@t42Ct|?krSsuWpYgOW5#mZ8xn)ROs$m-IIWZxOGsM$p&`S}-J;Mn} zO42;z@+DgJv93=E5XPy(ww7C1{Db?A5!{UuXIGf>j9hRPoc@Q86-p^s?;256S%>UZwoF z401nKU4ehFUz<4r2R}f5q}OzwHp}6CG1+_$6T0`4VZt$zFt&8~TTU z(pbfiNShmrnjY;W1o>SGP-Y{d!5bAV)w(JmaRboc?UKl0j}T?vQ?(wHjdC1b;G250 zXE{=9z%rWm&)!NwL2PJJ(M-|dB!$=IcsY(uGe>pVS?a~Zpb0AxR92)eY2BcNk9KPa zC)hA@E_5g_g9nKbZk~b)u(8-ui_n2sUYfp~I-OK<}#nUBFk}JM^=EPLl;jnQ!K%Y|!*BJAAzg zFa@ZOSt;K1L~w#tq(xhA#f!WL1;m;h>Z9Fu*UAyb|M9tkTpV7OzI}%;J345S#G=CrLp|I9Ivx-MG=T0z*9OlYK)_ji&#V@ICv< zo$iNx(fMP+u^tm}O(=@agV*MrLN`gPHF2xJwj=&;h$k>2lkTr$IW{f@8WY#XLWfR- zrwD6PlWB91jLhXzv+#dOw4Yza?uEP^-&@QZwgt zT^PXMNMpP1;e_hcndllPbu-x@9U(2WecU-2<;TL77{-u<+aCL%S!A?-u5L8y!Fd7!!m_qc@ z8IbmJ4q>?(r8mn;6xF5u0q<$G!60RW2ci7>^s}dX#+*=I3d#6I3U_)hChbLe7U82j?HxH8dC>K-OVLbapoS5@0(}s@Aeyya@bMc)tl_j3+3gnptup)BU9HJTAzN zNM%f0&``AL9jIMs6Y1$lFyBQHCA3Z=am&Y!%kZ`MG20G72BY#0@nYuc;hLYk-4Y|p z?|1@ezE7JXzLzd4V5{};Beqh(gZOBNQtnM_Ym7QXi5g~APxTe$cq~~9hWe~KaMhEK z410!pgn`z&HJx=hpSs={p@tJSEJJU4^X?Ga2z?q*>c-} zcOIi@H#{rpO&F|eIhw!fN4L&t4Ohq0|IS4Bp8TGU=!UZesb~Rc?>#Ad{ zghyc>QtzMK?e0l~b8XelQP67RV38!9hr3FRsgIy{u#LFK&}OwltlI=X-XcIPe(y-2 zdj6m(rB&r~Su*j^sM70tC;4k{rLls2h>>?Mez{Wskv%JHq1QA7ogAwiB@ zvBDIvPYs|L*tcdhoGDn2F!z}a58cTM63j4Wp_iY`H{k2?)uQT;DApgRTI_%I*`yq9 zV(yq3y~Ggu$p;JO{N`M;cTejmUVGcjM!3H9WNy=1RG7GpF{=3(joO;Mo-`b8H*3 z9Ng1u-EkY2>><-WcJg1*Lsc>F$o4p;bDK1l&13hyfnL6F7!)ZU<#pEw66B zpC>iu&$=#+L8va_-cKbpeq|U0fyWQkP)yrfa%>i=VVA=iE>!i5m=5yH!*-$bK#0a znt%9CavHlTog1OUouk}?VP{X9lx|yuyY1$l7n`!b-`WZltN7^jhwC{$+#~!L{`5d@ zv{l*5K~k#ae=rit{$*xwq#g0E5Ukc@^ULax(zlMLk3njx**2aW@5Bp}y)E>TJBzBK zB9#t0tQX()5Z+~lVg<7^dcW*y-vMeZ<5&b1r-xPN!n@`I7vE;Xu)0+f7DlK>tNyw# ztmUsf!`)Q(N%_fJuQ3Z*PF;1dXIUgeSHM$S4iH2tLEhN2zMr?+XMI|Hl6&DM+EZY- z2g8WVpsM+C>9Xdz$l zp{y7b!e@LgU!LX9fuZ3JUzmkyaA`fZBdwGcbI3YNgdM9d2=x2Bp~A4Z0I=M`8ZMWN zk12;9T(H8CRd!K&u-;-<9u2IUVd`Knx=N43jdFya&UpjuN`$~NupO#~ZRh3pGDB{59J@3R#mcwKldSjul~Zqh7^5+E?rDB~ zZ0U*0+>4POjD;2?RuSB;uzg4SZm`y1BAhY;!}uvC^s#?I;}KFKSN zNqv*-qoU=H@_8_e7IKFc(gYsoA%f)i0Vwsn5sEjkUlnx)8-FA>2eQ-@Q*W^p8_>>k zKH!04@V4??c8hrXDgu6gB$DFtjVYvO+j>51Y9tU0r9 zDXez;CNUGQrf#22IhLU)yd2}W@3&!?(Y7Z&>Dlk=Mjug`-At=wC?h4-s07`t43ogi zE%w@FP|;UxmYS$i)j2jCSUEmK26V&A*If;*{G1Y_%+qiDDx{r4mUJ1ieHCusIp%7k zZVMT^T8e*9sC!JkF`(Mm(+LF3-P6mVu35zcqs@g}X(TM7My8!+&mY=P_NVwOj*KvG z8U%U=Uv~x9HA;Po0&O-71Y>7!UUq0t{7ll@MV^@1^M?Ab<7_JYEr!R(hN*c(8gn27!DT{f^6FK!3n=m!wKF$rn>%;Qj$h}ZNrgLZe4 z*BchC!G0+;NFKhl^ezJt?7%as(h9*)1UAa2uWB3&p*ji#cl_&BQpQdwa&1WG0mk5S zdjh?45jf`9sUrh&A<7TW)y4L-Hzs^K;TWl~@1`-p++6HJ=1zWjn{fPQ4u8NjG%AQW zE4-mPD825w!D_W;{1EJHb=(&qmOasG`d#|aa+BNDu>OyImllHBnI{L!HeSp)H4;ZO z>YqJc4aN8+DJYE~FJeQf20KCf`b8#LSc=r^UhFQ={{A3pz6VHmQ>@!iWSYVOw6Zd+ zcD9a7m+`qZ8IUU23$mn!PmIW5{LVrWgQ9nbBtlSOCuHJwg3$ehbUMW6yaB!9yon#{ zLZ)CR6>jwDkyAdLdj;d;JP~Mum-!KKF9#LI(K`*p1r`}fMTO*aL4AMpac%5? z1IdkJUK-d?u;FkUl$=Dwk*6EQ+l4(_NAVBiG-@?zT@!~$V)W-Rjgva`2w^f&Z5cFf zdKlT$3PB|yrQXXAhn?J7r${+y;$20mG%hE#gsGcz7AorJ5o1P}#+fJ$fKbgOoNQK0 zZFLV6eqfQQ!lO+G%n!PpM|t^Oj+Z?gT;OdU7)i8w^U6=F$B^COS6ooE;9Y8tAsSq2 zgt&kXd5ujJj$A@bl~HWkO%*9BPoadH5MMtG{>0d&XT3=j|5)~{)3tB@$Gi_;ViP|5 zBUAC|WgZ|+0oE4H2|MA(`gDL_N*&5oGwmn8dFj#?*i;bj##orFh7(wREQ2H*_ZE6k zI%=0_s5b4q&J*fKMNmexanmDscoz}&6;7=S{~%pN4#|$D%U|UzO!Aw;UF8@$Y}jR6 z%eO&vso@8M1mCA{{9r-ad~{^ydJJ`L7x}IIVq!@ND3w-2 zWks8EgrT1Uk70xk#+SXf+Xe6!X$ncWByL;tehKZ4=pY=_mre8!M~!%_HG0&8$E5{Y z9J&lha}#}`y7#=TT0Cd_MAc3`8S+H9`3012aD5W8O*k3Tm877HU8t4;eXeKngW1*1 zr!dVYvwK^=u$$%#D=S{FFDv*h3fel5paxku4BSxk6^xJKF#h7Kvpu zuZ?Ss=qZ8JLoohFIIcK`PTIok@y6W(VIjq)FPQep3(0(05O1&;>zO)xqNX|`)r*=Y z(C?5E)}^`flrTy+UAZ&PhfEM#p${(`4Pu!yQJO=1EGaekUTdMD^&3h^rkX|B?#?Gu zfJ(6!1bVqTZN*Y*O+A#~v}A_zoWi3O)KhTn3U7D#o(O+0HZ1n+dx{`#e5UEjh%N;4 zTT_7#^W|%%6i~mJSzOu&pegWBe1qqR)NjlhMT)8iH7XYFf24*~CMmIXdVq?sDJq{a z^pBGrSi>}CF{YjD)AEPW8v-99a~ol@Tg%AlWpi5%&jQpRp%$zM!7 zkZQ-IKGIM>>FE)ntZid5{j(p@!oa$PeG@_|WL?{ZuB@X75ehc}eCg_^K@HiH$f~fS z0>MrnUvN}l_#@N&Qq!%Ko%~ApDYRK6;Hq_*zdxx>`@_x8!R88U$ct6AO!PK*d!sFp z7C00_E^PnCoPFOWu!R^lnh-}g<~Y`M8%X11m?yNT?5pzRnuZ9=lZac!|1)EQwo>irFt3-Z#(Ip&;bcbu~Au$099;X+&%ZSLE%YZzi(_KHWI zn2mCun8BWss$iKzjMFJ7Ld;f1Wh8_;o>7a7S3LJPI)D|E*4ijNJDva7wSoW#|8j5S z;+)2>UV7}48MdU?>PqsRqr0^KzT?$#HSCKhR+jh%4k(C%&PQNd58D!Ie-XM z4~H0*pA5U^f)acQ%;koCK9f27Mkz%I{~VaeISlbWxVemW(&aT&Z%k!xDFb&Y_=}(L zEmQ<0Tt_`V7`~gQosDe`+}GIl)lIdJRcUn$aJu2H{ffi73))b`jRw&v4adi`(PtnW zU3XO2ZB?Zq(~-?TB5>o5rH|qljqes7!9eiddgGz}r%ust3=c#vMryRi^3%iWl^lA8 zO7Q;l1A-llAc2BIaRr5$XOmqs?(4qyk2Q?BNfx9D1vv<;W1Km@=DsmENc5&mQvx6^ z{f><4-*zVZw@jMC<_Had+AOBr{mo%E$}Nh0U?NNa?|N{%ReUk*`-}@%;4Iqo?aj#) zeERE>5tvc-6`w>;)NBJ;ss+#v6Aj>l7_*u@Q|WUPj$%tGv?8(2HdjCyasXJza5>yC|sbiqBMiGFM&~ytc?eCxHo#H?IPB=(u>}8JuG#C4Uo>tc=m>1 z0(~y?MvV25*EVUe&w`ulDVfL3XNc+8-j6$r?I&M8z;`v(qRMCLdLmE?o5M^h==sxP z6ZJp8>SG?Q#p@j%b+ADxOoxq!4Zg|qdkoTjn`cAn1WGnxxP;+LNzlc{fHTfyYRpcS zBe>33^vHDEw42R@UeD`1|06xc7qyv$IDq$Gwh2>aOJfZi2Z(^QkfBof#CBfo zSX+l_wi;jI?&rXwF7}(Z0DB$U%!$DH9SOhd4sMs-2!~`KJWzhv*$A{!Jj5%OHCD)k zYaaaabs8C6o^}F9`DmuW#-yz#tjAUpRbvLaMbtviLM<%1OS11inHA~hRqBt@g(=79Svxpz)GMG~29n?W zZ%_B$&(j5T4;^(7tB^T@*P|f_w9)8tPqcUauSGL(ZLuTG>c9+b*AwDIUP8YD8w?3z zmrx~&-N~HA9(H`};2wAEN2Dri>>hnS*D$d(2%5_}!grcAoIlMsI5^-fsFp?W4nSF< z;E_A^v{0bT!hf@Bk(!jS(*x7qzn3^sq7TJ#P^OH_?C^0HBUVT z3!X(ZfyxJYk>yH7Q{t@Y;%WuVdXuq4A*Jsv?+@ef`fHnZfqbE4Kc9!cy)159C+$G? z@8#CUS*zQw^_gK9ER&4y8nppEXk%7)Q4V6B)aQ9n)^#yw_nSkH2GUat@4W@mxYrJZBK#F z)+N{(Rjy0tQ0xPzt>1bI$LE&JH=XKOB^o}25Es;(Asx0`j!jOw3NTHWaaQFMc+Zew zxBtHOG`M~B{-?i>9XY1h3@6#7eOcHsLlm;L{}P53{Yh?;7U;6)DoX1+TG{t7^EtQ#X$ z_<)k@6x7yQ?h06>l&!)SYGayCg{hX*o&Px4H2DakeDUi-On85y&h3vT$GM3T@A6ik zJDfa>@qTYiPv}b3n#5A8PQ0@5{NS22qHq-@gKm3Bik}z@c+smP+r0BrdZ|;%luf*i z*}IzV@?W<8L%mTRWs|qL=3t6b(4wKJ5vEBr)P6(3L-|4;M7Zs)VvMZwJp#j zOEoD)9kZe4hN(Fr&QrrOL~?w8J}bDY~B|ccB#6AVfU^jaN24O!w&&x<6q# zAPr+Hn0j8O?xb*|L@c|K68w4#!h3*%7NI#6UU~3g6*X9fYup? zqct6 zlr_8AwoP}V=3`_E+(R}-yrc@uj$uh{4h4wg43iO#tsv?t=*;zpl+W-}Jb8W*rR7A} z(d03B*M*7@!SOfIb;u^N)Rfyc*QG?-N6BDqFK5p8E*oXH)UpV-ey&;RBg9$25}c3) zZONf3TebJSYn|vN#ku$qgi_fN%hdAyJXO{8+sh*`+DOT_OIMCKS)v&43SN{@hPwSr zuOSisn6a3L3a7Ei<&mp>Uj`5!zU-RrVP_G*F~=!o?CSh57t*m6^2M_pF_p`Qu2|IG5q5qBga7z~xXju$ut6g0mitDF`Z!NMS(K4G@NWAANsQWU$T zu_jld>FyEI8EpIp25jiC{vAs)@T`@zso4lt^w*jgWEQpS+#`r@JihCdm|8-8{g4|k zTB0g_pP3Y?VwB7B;9WJ$*;nE}2YCY@+pCnd-!}L zbZ-q5sLFfrk9BjU{-izqgWYOeVc7^|5Hz$@PhiG?^wF?=?d;Q9zV@(d;Ze(*+!LV* zs!9{;W&Nc)UjzCVrH{^|i0vN zs1k;qUIyyo6WS9|se(tK-goI6>_Cl)v(w90#^xNZ@k6PlyY__UwwK4pYhHOV!xO);0={4KBD!ZzfngJw(q(>1@Dp&)d|S=nQCD0Py#NCG1h~$4Sll6A#7tCR zGKJ_COwOkbiL0JqmLrZbw+*e1-dW|ipnZue354(wSYCF~JU1|B>P9c)#oJZJ;TwKC zo@3ZbM>r+QO)qvMFAOsE+OCR|hpU-tdnAQ!)T=*?UPTP_XBUNCi{e;Km=3fj*b%*H zmZgC&(kYFfnQuiNWRw_IA$7q@{ebmmW?!Z=z{3|%w|9NT3h1n8+AAhdvvd6wJUNZr zw@rBflR!6twpXu3RaKJx@urNLrovBB_45qFmUR+Hm_#P|&AIVYGr=(zmClta=$CJ` zf0!|npsZf{`Z>xBG8Ux9+dmi8#o#yQs}V%kfhxzT-=l&5BSg_iHM>Abj38>M0!W5B zd;Fp@+L|vz?qWaGETukG10vc?9k?7n-CzEIQ@!<(4Wd&eU|N`Z=L?AyBCAn8`-Z|A ze$}XC#n8*5n!2Y0ghcc1<+8}ym_W*^_K9v}R(lYm9Ts$Nsv$KUzx?i$Ft=b{mhpPU zaM6uQ!)M;u92qE-^#68n;22=MQzslbvBBsBbEP>QAXg1BM;1LM)O<4$TA=u8h8Wa) z!%`}9_U7mKaF$DnP0=|#bkrnwxaru*gQH4&u5p5s@urWFTc>+rdmB;IrNvzcBJdpL zpDJ$2l}Fo0&Shw!H#{fH3Fa9Jo>d{3AX}8~5vW;p))O^~SDzvB{8e95`yM}EM+0<7 z;6sIT=(oXOFW>7%9AwwrWSGGp5hjL7exINt5Jwx7%sa6|_rI9a*k$$4zr<;CL<+^roL2*q9G!CW_F{HlSdH(l#&h*a%ZY zR-}P8Q)4=m!|Uhpp-`6j+X6N#6g77DD**1`eXQArIoBm(lp@MkhikDEhhg7A0|BZ& zE==9~f2a!oK^tXy4>OCl?h(2|Yc%RI#d-9}OvBdWQnLO9wl^PIJ`Fvt3W}`=w2$Go zXjm>a2&+$(xfUq_-Y(;2Xx3m{m!{_OgYf47ZDFel72h9 z43+_DF!)%c0Z)+Ufv_{u!YW+hRl>8Kd7joNpI2(go-~NrpV>PR{s9QPiE616CDH(y=Ve(uhKbkXZ(kVK`Uk4j`;jKZ#=q6Eja@ zpF@n9^yJ!YM?Gb?%Q08<$NSe^FUnTgpr>GtiHFX0Gq<+cplpQ?{5~1>GON+<6#>j@ z;}NSrr)3b4Msva6dk_2(9pe#LU>ndL{~*3M0eJywm>I(cvt~_tAwbIPVb~bg!+Yk~ z!~F0GBB>)5vfqs9G(EY3b&HXnDH}F|GW#5|RWSp@C&q7EG(Qk@KMSG__U_)~Ok^}- z$zx?6RByoA;jfFG<{*-8Qg>EJ7W?xUL`$q`xtfrplB89Mgk{WJf=J$;jA;=DssROB zw&AW{!-}t9sm#gZIlK+NHtrF8OX;;JcEIcDU=8lcJEQ|3B0#UKZl?Oiw(UhO9?$`$PK7Tz8_>b2l?@^?sfXA1i@MQ}cIte$N87NGyP@h>U&*INqL zJafCiNx7?#r1c|ya(Hs?Jk}KoI^*4h#RUQh9xJHhx0@K%b$v$XWgAV&D^$echY!?I0c^RmV8EVLb zCyP}0A(*t#XeC!G^nUEfs@Q$MCPiqB8>uPHgG<3v`0sMe1E^^DdB*H9cn>q=Hkfsz z#XVhlltQ{+Dwe;Yi!pn-`gU$LiUNxzkVl-MP*{lYgg6UgrE)*p-q_0;D9oDD;gpbt zY}maY+E8lX(pz$D*{a&(orXnOCy$+w>UlugVCO{)*^lzZZrDIA;NJi=`WbTr2dU7# z7f>UwAH%_093q?QV?AC!hM+$Fr`d46_^ppmpN;*jkcTchf*E@02;FD~h@NA-jYj(H z8|1)J^GT}*3V&d!v$;;3Uem_{_f-}ppE$Rv&tP|ZUhV}o2UwNkE|Tr!aHj_G9n+T> zNT))Lq=osWCxKD~NJ{6N#WaKk@iKI791d)GOgpH$gXHQAbZ zG;H@_I^OwKm@(v0uW6qp4RgG?jcAkE)5Q?mDAxmYVj{*3q+xdRA=0}!qux4c_C;Gr zhNV$S{MKA|is2pv>i{T4taSLxR}Caol9x<-+UKdo{iD=vp!FXQaHWeD;o83fH9a7+ z63U8z@(p>K%>B648mL!ji3zRB1H8D43Ue>Yz^f<=_wWDq*mc>|k`6o;OxW}M$S5Uf zonscYhhh9`f`7kmIG+qHqfy?;B7(KBVMpLS8MV^v>6Fk#H#@OyzJ|Vu*_1@uRK7u} z9~>`LX@yn@Q|r$)tS!pT@l}un5yJ;fvv6(G#*_E=vzcR+)2q)~FRz?>`D_;Rv;um~ zcXIrJ!rQP(D}fev{^U8)04h@9R~)ArO)m}SeR z$ab*zr{eq0(!TqFh9l;wV8hHDv)-2?ygw-3Hvy*0zXO*@InqM_3r3&jg?CB39yHpdtrm{U#$Uc<9X~T@a!)g%#SGd2fx!pw7DIZy7()p=1H1W<|EYMT;##;;yuU7i4msX*_rg;d zP;mcFkaE%dD;JwN8FHFd4|=N(swZZsJ){FuAfwurS*tX1()kzS3Bn1Y)Wa$7Z~3*h zXkAFJ)-*a^wPYtbg;;Ea=-nX;`V&MSoFn=?^m)w+P9wgFH53}5*j@u{@@xCIr&N2! zBJvOMXc+}>oIHUOSux)lgK)3UfeB#p zNd@1kr(<6OdouOD3PnZ-@TPNY6)r3Yue)K;;xrgrJ8rISyFWt)Vd~CD+t|@ExSk5d zah3ws*8>UIKxctJO`DH0Le>qWcnKeD$oJZ(5~N(tZ|q^=3t8^E*v@qQdEl*>F6YDt$8rFW|mI=x*apmcDrnj%<^$jl95-pCMiG>#3iHO}Gk@eU3BW=z(~*fAzSg#OEgrrRz)h zuqRYcROaW-qf6o_+u%PU8>4NVPc)it^j_eRRrPU2YjE#MHv=x_x{5xikyhvb(k zCAXcCGhfV8a1s(u@Slwu;}?0-+WAn*pXrp)3Cx{uWg8J8vKcy?B`zc6JR)v<)a$vl zfA|+bLav>M5xW;XR7RNuj)d>R6>9=#=<6qfVY^R!^#=|ZItKa%f7mAR0eWqPOaLP$ z$KB(7gCDJ9by2v_6BS+lk~hy|OV75t*Bzevdc}5E+&YPOMr+598L2SF`I7P(n60eI zzDh^;@EGCZEFtK=A^u;$dAGN_vNhL9WYzy|$Yfo!p{-wNQj`ZjQrBH@Y)ByPVU|;P z^C$++#LlSZf~7sbiLGB)1+(p3MmYfAV>@+L`sCdj&XI zY4MWMUC5DqwMI#e<$|b**OQ@!M=r>X`?!_-x_YI0qZl>541zX)pI$)AZaPpPS>pCp z`hE-ys%O_!1r0VaFw?Nf-bawe*`AGY{K-nvZd_x3t<}!e0pz!dpRSS4rT9|@q3s%5 zlG&&KbsZp`EpR;x9`07>Gc`=g!5I*J4ruM!GOAFtE%byY`Ipu2UN93si_-nlW=1FO z;p))h9_S9bf)O)7B7gsv5h`KNG`&jc`sZhHegE7}VfA*=D~&j?Af=|JJ3JiF`J;wO zIye=Ljo^8?V4)+K)PVk~*Ylm=)PEcE%gU)?bxVg7(bVi;Lyy-9op5krCUyAIeDKqw zs}s^T6f}SzKHa|p&tf9~+1M{D=jMR9T;j-|z{TXkNe_a+8^ELVHMaR@0R5nW zhVOd9WWVen4A5}H&>zyZUY+mts+HnFd$;{=QSb$Ld#zQ-*O>VqiCa8c&aHiIx;SG! zR1p&gv}RaZIxl4>epbr%OW#Ytt!*USx|0C5x_6uqC#aqld^17SW~~mWvV4BcST}Q2 zmT#=Ts=AB`8Z`MU@XvhXXu|=>zx^pSYsH_O%j}mhgGZO?tAUEG>Cxb{bSvg>ulxI| zJ6c46>M}ynxbC~2&PzC0FR(v!L{H7JLLF`x^nZ;>-1C>+0}NyuXwce?V{$n4+$Lx) z&}8*$p4sq!?hg=2?vChT2BQ3VTNO6#Kz%lr{tTFGu-gLgG?pgh{IO%MUiZ4OpPw7Om)-W!Ee zul1lj!Jqfc{4=KCN-*E4k+6uk!G1FggmA)D!xSd*<3=6BGh1_&HbyOpDoG|(p8dMU zf6%i^MXO%--%e5qiU0P{d;DkZ@n}usPg?ma z89dC-HGFi-)>8$tZgx#8^SyP}3iB%NIM^N2zCl&b#eumhCV`*gde-=-!WKJpp>1$h zT;7iYwfX1~S8#8xRKaOSt6vlTZWk3_5}RW(h0*j~2y*?48~0_7dyO$El3!LzSnUfF zUm+o3jDNb^*Db0K6mgX8mWignXs50bq~p&g{#r&trx)qWKa1N5UvJ!9J(RNY)z5^l z_Yv<$gzpv>xC3gV67ef&UinDko|K^!&r@f_U$k$k;KpjLc;%Bbk|b-S(`A|?wj>T? zv@{GN|AFr=ncKnpKXynEst7DS6g+MEeTl3wA z!Si_RA4g(4o0l-}<3>Yu%*Q=fj*YC&NtQ7w7=(bbnqY$k?~lap?9&wn>xBQuCGGux zSZ0%zV90>csO8vmJlkDshF7=L!7s<>mXeb}9__oQQZk1s3uG;S5w2PG^}Yv>g=4sA zEqVm0E8th$=|0$qXsB?*s~4+jlz1Zdl3=5>;u+f4q^gM@`j#Wn1q+Z--&3Ol#F?tA zYqsyhxo3ud+1167pU)I?14&sN%O`PpY^A=%(L_S`pKEQBBcEuSXDJO{u&INyzy9`H z?5nqJOK%2~Iy zV$C$sGl}lU$l~2dnYC-f-QG6jVFK6IUCWQCaqm&J`j_3;?1i#M0)B9YAz=FRg{rPE^&joy_C19!c32t4 zFx=3x(@+{fFk{Xt z&Q1ONz|)ZI(Pd5jG@B&54gJ!G?yYq{?GudDMU`(wzms;2TOUpsK*VolT#q-!uUpSI znHx*bR(K$IH}_~m2sxqdXZ9#I+q;(xt9kirxQXqH4l>!>9^Byj0-(+EIt?tJr0}oH zQYT-pG2D5%<`EH$iVg)})92NcgulO08j^2AHebG`zA+WG241^60awf0rwDfJ(9g{A z?2tRUddx|DPYH>%WZlUjD}fE=&!9ttiysHDJ2raVT$gihjU~QnRv?uqpAr7dvE+rL zPyjAu+k&ST0e4W#T7T4WjlrvH?=qoLkco43!efH>gqWQR-TazTfxg0}=n}AI*7~f( zHSPRe#ug@k|O*`lTRF)H#Fn6eT)BDOs6*LvO-MD8Bi&rKGs4wDl7!uCC3PV^gzN zbk-Y1>!0d8Cq_)0I66!{mL(Zo2}~9XXJ3uFJ01EAAT%%43(fb3K;6%LAx@X)!rLZ} zp)9qUgzb#1%Lwrr5}z5(e!ap3gwRECKYn*PX24}B^ltRrn8e_BIT|rgzi$v#yFJGd^d)iL{3am z{dji;1__}v<6o+Pbm7hBSyRHEc_107y<>=_g%8Fu#S%pWXsVdu*x1_#ME-k6_U5L}4nwP5t2Z@~Xgi6h#=65T@A5XTAC6`$DRgNpi zCo>vj_v-xifgV1HyjJcK_KgcTu1E8%zRs#9ybdK)Psa&~MIn@K(ynRi;ZM=9k^&Rm zC*r`MPPm<{E2LVA+|UJk+?{{#kCB|FyA8nO78ub@&l+Gk;usYwDlzjT%@7IpsZDb~gkx<> zouc`0R8_W!FIvuJc9+T}zi$4%vaU^4v4Xjc=Obm8d6l&`@P#pr%8QKW!+^r!Z=%2J^h#dro2{rjK*qCRd6erUQsK-)%Y{~)@sO4Kz}EK)i! z7+6ow5+Zhm-21o!-mR~~I+s*>ykCi~UG%7)*D83bL^g_?y2;CJm|MV`O0u8jtY%Q! z%jqQeWB77Ce>8z2Hr`>)eeZyfJEp0uo!*}~&js3F;a)9q2`kB%cA@-ca6)I07WvI? z(a7_;AyIUa?o7MyH1Ynw{uwgAE3ZBSUe9(~?2(?kl>(qs*#COw`zZ5d>~IiZBNPAy zQr2A9NK#|ep0btb|LS5U1H73(709p>!ttMl<)n!1A@V6CG3;uS{5DJ-;3Cwep zpXg3EKcuL?&$Ch2wU?4vU-MRd^q2U5j~560fW^l^0A!9pMwqrwU$fTT`EP&!)cj-T z*l1T3LYET)fGp|JFJ9;F%R66}$xK`bIxdE3$F@aBamnrSlj8&tkTdP3l~AhZT^Y~~ zNC*YLn(*KIvWwCsnpHw{xm${f>~AXXpxxi}%D*Tlh>5n;>_6XweR@qrMPr7@P@7Nd5#{q>+)RJ(8KdLY)Bkj}2vuFOsfRiB* zGB1Kf^yrXgmY95jxX=p(w2>QTM8e7Kfy3X36k^0_U$0W`OZI^Qq{3b@wP<(cfs6V_+v z6!R`20;3O1tSqc6rye0|N( z?*uaZwF&vn$5U-A0l5(@xU%RN9zYVW@QsL5Jwqn)U($p2w`h`UeMwD7CXc<3Y)l%+ z(4Z!^zVj7kljaah5F+Y5-}G4;L#bsYUms-}9S9!b_ME;pmOZ!tqu!=J#kNpKL#xu7L7{Ss-nKg#XnYS6%3YQfB*z!j(Md zxlNS|o|^OF>i(Q2i)kjtY@g3c3_SJPK5wOJftX!jd2z1CU!3{$ zB@j4tp_HRW3MpRn^2v!`S0fx@G6v3^`g92w=-8?4#!l7gpjTEf#tZ7 zac`4;Vl&>rL~yZREZBgsB4)FxYQgeJeNqnpuwf`PXz?2-Q5=w4b~CL3$=Lu$6NYuP%z~B+r%_6Gjn-aI+XbJ=~K={^M`@e<(*GAz0(Y z*_jZ)-LZT$xD-5T=&b(nW)f?FxMz-)FN&%$3ObGvjkbpqARTKedd^5mM3yfTO5EW zNp1^$w*1MFYlR{idH!2V6{>uupgapWO#;qF@z3@Aw!Trw56*R4Q1poS@dpssyG^