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YOUR CODE HERE - ; + + // initializing the variables + z_real = 0; + z_imag = 0; + c_real = coords_real[(y * w) + x]; + c_imag = coords_imag[(y * w) + x]; + + // generate the mandelbrot set + for (iter = 0; iter < max_iter; iter++) { + + //computing the magnitude, if greater than 4, quit the computation + if (z_real*z_real + z_imag*z_imag > 4.0) { + break; + } + + // get the new values for each array or real and imaginary separately + newZr = (z_real*z_real) - (z_imag*z_imag); + newZi = 2*(z_imag*z_real); + z_real = newZr + c_real; + z_imag = newZi + c_imag; + + } + // Transfer iteration data to output + out_counts[(y * w) + x] = iter; } } diff --git a/HW3/P3/P3.txt b/HW3/P3/P3.txt new file mode 100644 index 00000000..a3ba2ef4 --- /dev/null +++ b/HW3/P3/P3.txt @@ -0,0 +1,25 @@ +The platforms detected are: +--------------------------- +Apple Apple version: OpenCL 1.2 (Sep 21 2015 19:24:11) +The devices detected on platform Apple are: +--------------------------- +Intel(R) Core(TM) i7-5557U CPU @ 3.10GHz [Type: CPU ] +Maximum clock Frequency: 3100 MHz +Maximum allocable memory size: 4294 MB +Maximum work group size 1024 +--------------------------- +Intel(R) Iris(TM) Graphics 6100 [Type: GPU ] +Maximum clock Frequency: 1100 MHz +Maximum allocable memory size: 402 MB +Maximum work group size 256 +--------------------------- +This context is associated with 2 devices +The queue is using the device: Intel(R) Iris(TM) Graphics 6100 +The device memory bandwidth is 10.5842506351 GB/s +The host-device bandwidth is 8.8087100525 GB/s + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +Best configuration and time for hardware: +configuration ('coalesced', 64, 64): 0.0030028 seconds + diff --git a/HW3/P3/sum.cl b/HW3/P3/sum.cl index ee914740..7dc97144 100644 --- a/HW3/P3/sum.cl +++ b/HW3/P3/sum.cl @@ -5,11 +5,15 @@ __kernel void sum_coalesced(__global float* x, { float sum = 0; size_t local_id = get_local_id(0); + size_t i = get_global_id(0); + int globalSize = get_global_size(0); + int localSize = get_local_size(0); + int ii; // thread i (i.e., with i = get_global_id()) should add x[i], // x[i + get_global_size()], ... up to N-1, and store in sum. - for (;;) { // YOUR CODE HERE - ; // YOUR CODE HERE + for (ii = 0; i + ii * globalSize < N; ii++) { + sum += x[i+ii*globalSize]; } fast[local_id] = sum; @@ -24,8 +28,11 @@ __kernel void sum_coalesced(__global float* x, // You can assume get_local_size(0) is a power of 2. // // See http://www.nehalemlabs.net/prototype/blog/2014/06/16/parallel-programming-with-opencl-and-python-parallel-reduce/ - for (;;) { // YOUR CODE HERE - ; // YOUR CODE HERE + for (ii = localSize/2; ii>0; ii >>=1) { + if(local_id0 ; ii>>=1) { + if(local_id Date: Sun, 15 Nov 2015 20:02:04 -0500 Subject: [PATCH 02/12] progress update on problem 4 --- HW0/P4/P4_trajectory.txt | 0 HW3/P4/median_filter.cl | 49 +++++++++++++++++++++++++++++++++++++--- 2 files changed, 46 insertions(+), 3 deletions(-) mode change 100644 => 100755 HW0/P4/P4_trajectory.txt diff --git a/HW0/P4/P4_trajectory.txt b/HW0/P4/P4_trajectory.txt old mode 100644 new mode 100755 diff --git a/HW3/P4/median_filter.cl b/HW3/P4/median_filter.cl index 07bb294c..7574bb90 100644 --- a/HW3/P4/median_filter.cl +++ b/HW3/P4/median_filter.cl @@ -2,13 +2,56 @@ // 3x3 median filter __kernel void -median_3x3(__global __read_only float *in_values, - __global __write_only float *out_values, +median_3x3(__global __read_only float *image, + __global __write_only float *output, __local float *buffer, - int w, int h, + int img_w, int img_h, int buf_w, int buf_h, const int halo) { + // Global position of output pixel + const int x = get_global_id(0); + const int y = get_global_id(1); + + // Local position relative to (0, 0) in workgroup + const int lx = get_local_id(0); + const int ly = get_local_id(1); + + // coordinates of the upper left corner of the buffer in image + // space, including halo + const int buf_corner_x = x - lx - halo; + const int buf_corner_y = y - ly - halo; + + // coordinates of our pixel in the local buffer + const int buf_x = lx + halo; + const int buf_y = ly + halo; + + // 1D index of thread within our work-group + const int idx_1D = ly * get_local_size(0) + lx; + + int row; + + if (idx_1D < buf_w) + for (row = 0; row < buf_h; row++) { + buffer[row * buf_w + idx_1D] = \ + FETCH(image, img_w, img_h, + buf_corner_x + idx_1D, + buf_corner_y + row); + } + + barrier(CLK_LOCAL_MEM_FENCE); + + // Processing code here... + // + // Should only use buffer, buf_x, buf_y. + + // write output + if ((y < img_h) && (x < img_w)) // stay in bounds + output[y * img_w + x] = \ + buffer[buf_y * buf_w + buf_x]; + + + // Note: It may be easier for you to implement median filtering // without using the local buffer, first, then adjust your code to // use such a buffer after you have that working. From 992fb90c7321c99f71c041a4608236a481d798cd Mon Sep 17 00:00:00 2001 From: "Matheus C. Fernandes" Date: Sun, 15 Nov 2015 20:03:16 -0500 Subject: [PATCH 03/12] progress update on problem 4 --- HW3/P4/median_filter.cl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/HW3/P4/median_filter.cl b/HW3/P4/median_filter.cl index 7574bb90..a9f2b962 100644 --- a/HW3/P4/median_filter.cl +++ b/HW3/P4/median_filter.cl @@ -43,7 +43,7 @@ median_3x3(__global __read_only float *image, // Processing code here... // - // Should only use buffer, buf_x, buf_y. + // Should only use buffer, buf_x, buf_y // write output if ((y < img_h) && (x < img_w)) // stay in bounds From 529b09826af1e768b869cf65151c827e1539fd35 Mon Sep 17 00:00:00 2001 From: "Matheus C. Fernandes" Date: Wed, 18 Nov 2015 18:16:28 -0500 Subject: [PATCH 04/12] finished problem 4 and part 1 of problem 5 --- HW3/P4/median_filter.cl | 64 +++++++++++++------ HW3/P4/median_filter.py | 3 +- HW3/P5/P5.txt | 52 ++++++++++++++++ HW3/P5/label_regions.cl | 13 ++++ HW3/P5/label_regions.py | 2 +- HW3/P5/label_regions_Part1.cl | 112 ++++++++++++++++++++++++++++++++++ 6 files changed, 225 insertions(+), 21 deletions(-) create mode 100644 HW3/P5/P5.txt create mode 100644 HW3/P5/label_regions_Part1.cl diff --git a/HW3/P4/median_filter.cl b/HW3/P4/median_filter.cl index a9f2b962..cda9ef7d 100644 --- a/HW3/P4/median_filter.cl +++ b/HW3/P4/median_filter.cl @@ -2,13 +2,16 @@ // 3x3 median filter __kernel void -median_3x3(__global __read_only float *image, - __global __write_only float *output, +median_3x3(__global __read_only float *in_values, + __global __write_only float *out_values, __local float *buffer, - int img_w, int img_h, + int w, int h, int buf_w, int buf_h, - const int halo) -{ + const int halo){ + + //Initial variable definitions for the problem + //this code is obtained from the load halo example done in class + // Global position of output pixel const int x = get_global_id(0); const int y = get_global_id(1); @@ -22,23 +25,41 @@ median_3x3(__global __read_only float *image, const int buf_corner_x = x - lx - halo; const int buf_corner_y = y - ly - halo; - // coordinates of our pixel in the local buffer + // // coordinates of our pixel in the local buffer const int buf_x = lx + halo; const int buf_y = ly + halo; // 1D index of thread within our work-group const int idx_1D = ly * get_local_size(0) + lx; - int row; + + if (idx_1D 0) { + // set each pixel > 0 to its linear index + labels[y * w + x] = y * w + x; + } else { + // out of bounds, set to maximum + labels[y * w + x] = w * h; + } + } +} + +int +get_clamped_value(__global __read_only int *labels, + int w, int h, + int x, int y) +{ + if ((x < 0) || (x >= w) || (y < 0) || (y >= h)) + return w * h; + return labels[y * w + x]; +} + +__kernel void +propagate_labels(__global __read_write int *labels, + __global __write_only int *changed_flag, + __local int *buffer, + int w, int h, + int buf_w, int buf_h, + const int halo) +{ + // halo is the additional number of cells in one direction + + // Global position of output pixel + const int x = get_global_id(0); + const int y = get_global_id(1); + + // Local position relative to (0, 0) in workgroup + const int lx = get_local_id(0); + const int ly = get_local_id(1); + + // coordinates of the upper left corner of the buffer in image + // space, including halo + const int buf_corner_x = x - lx - halo; + const int buf_corner_y = y - ly - halo; + + // coordinates of our pixel in the local buffer + const int buf_x = lx + halo; + const int buf_y = ly + halo; + + // 1D index of thread within our work-group + const int idx_1D = ly * get_local_size(0) + lx; + + int old_label; + // Will store the output value + int new_label; + + int upNeighbor,rightNeighbor,downNeighbor,leftNeighbor,minNeighbors; + + // Load the relevant labels to a local buffer with a halo + if (idx_1D < buf_w) { + for (int row = 0; row < buf_h; row++) { + buffer[row * buf_w + idx_1D] = + get_clamped_value(labels, + w, h, + buf_corner_x + idx_1D, buf_corner_y + row); + } + } + + // Make sure all threads reach the next part after + // the local buffer is loaded + barrier(CLK_LOCAL_MEM_FENCE); + + // Fetch the value from the buffer the corresponds to + // the pixel for this thread + old_label = buffer[buf_y * buf_w + buf_x]; + + // CODE FOR PARTS 2 and 4 HERE (part 4 will replace part 2) + + // stay in bounds + if ((x < w) && (y < h)) { + // CODE FOR PART 1 HERE + // We set new_label to the value of old_label, but you will need + // to adjust this for correctness. + new_label = old_label; + + if (old_label Date: Wed, 18 Nov 2015 19:00:54 -0500 Subject: [PATCH 05/12] finished part 2 and part 3 of Problem 5 --- HW3/P5/P5.txt | 17 +++-- HW3/P5/label_regions.cl | 8 ++- HW3/P5/label_regions.py | 6 +- HW3/P5/label_regions_Part2.cl | 117 +++++++++++++++++++++++++++++++++ HW3/P5/label_regions_Part3.cl | 118 ++++++++++++++++++++++++++++++++++ 5 files changed, 257 insertions(+), 9 deletions(-) create mode 100644 HW3/P5/label_regions_Part2.cl create mode 100644 HW3/P5/label_regions_Part3.cl diff --git a/HW3/P5/P5.txt b/HW3/P5/P5.txt index 7fb38623..33cdbd77 100644 --- a/HW3/P5/P5.txt +++ b/HW3/P5/P5.txt @@ -17,19 +17,24 @@ Found 35 regions Part 2: fetch grandparents ========================================= Maze 1: +Finished after 529 iterations, 103.94128 ms total, 0.196486351607 ms per iteration +Found 2 regions -Maze 2: +Maze 2: +Finished after 273 iterations, 54.20424 ms total, 0.19855032967 ms per iteration +Found 35 regions Part 3: merge parent regions ========================================= -Maze 1: +Maze 1: +Finished after 10 iterations, 2.94152 ms total, 0.294152 ms per iteration +Found 2 regions Maze 2: - - - +Finished after 9 iterations, 2.61712 ms total, 0.290791111111 ms per iteration +Found 35 regions Part 4: effcient grandparents @@ -40,8 +45,6 @@ Maze 2: - - Part 5: no atomic operations ========================================= Maze 1: diff --git a/HW3/P5/label_regions.cl b/HW3/P5/label_regions.cl index 732d4a3a..aaf71e78 100644 --- a/HW3/P5/label_regions.cl +++ b/HW3/P5/label_regions.cl @@ -90,6 +90,11 @@ propagate_labels(__global __read_write int *labels, // to adjust this for correctness. new_label = old_label; + if (old_label < w * h) + { + buffer[buf_y * buf_w + buf_x] = labels[old_label]; + } + if (old_label 0) { + // set each pixel > 0 to its linear index + labels[y * w + x] = y * w + x; + } else { + // out of bounds, set to maximum + labels[y * w + x] = w * h; + } + } +} + +int +get_clamped_value(__global __read_only int *labels, + int w, int h, + int x, int y) +{ + if ((x < 0) || (x >= w) || (y < 0) || (y >= h)) + return w * h; + return labels[y * w + x]; +} + +__kernel void +propagate_labels(__global __read_write int *labels, + __global __write_only int *changed_flag, + __local int *buffer, + int w, int h, + int buf_w, int buf_h, + const int halo) +{ + // halo is the additional number of cells in one direction + + // Global position of output pixel + const int x = get_global_id(0); + const int y = get_global_id(1); + + // Local position relative to (0, 0) in workgroup + const int lx = get_local_id(0); + const int ly = get_local_id(1); + + // coordinates of the upper left corner of the buffer in image + // space, including halo + const int buf_corner_x = x - lx - halo; + const int buf_corner_y = y - ly - halo; + + // coordinates of our pixel in the local buffer + const int buf_x = lx + halo; + const int buf_y = ly + halo; + + // 1D index of thread within our work-group + const int idx_1D = ly * get_local_size(0) + lx; + + int old_label; + // Will store the output value + int new_label; + + int upNeighbor,rightNeighbor,downNeighbor,leftNeighbor,minNeighbors; + + // Load the relevant labels to a local buffer with a halo + if (idx_1D < buf_w) { + for (int row = 0; row < buf_h; row++) { + buffer[row * buf_w + idx_1D] = + get_clamped_value(labels, + w, h, + buf_corner_x + idx_1D, buf_corner_y + row); + } + } + + // Make sure all threads reach the next part after + // the local buffer is loaded + barrier(CLK_LOCAL_MEM_FENCE); + + // Fetch the value from the buffer the corresponds to + // the pixel for this thread + old_label = buffer[buf_y * buf_w + buf_x]; + + // CODE FOR PARTS 2 and 4 HERE (part 4 will replace part 2) + + // stay in bounds + if ((x < w) && (y < h)) { + // CODE FOR PART 1 HERE + // We set new_label to the value of old_label, but you will need + // to adjust this for correctness. + new_label = old_label; + + if (old_label < w * h) + { + buffer[buf_y * buf_w + buf_x] = labels[old_label]; + } + + if (old_label 0) { + // set each pixel > 0 to its linear index + labels[y * w + x] = y * w + x; + } else { + // out of bounds, set to maximum + labels[y * w + x] = w * h; + } + } +} + +int +get_clamped_value(__global __read_only int *labels, + int w, int h, + int x, int y) +{ + if ((x < 0) || (x >= w) || (y < 0) || (y >= h)) + return w * h; + return labels[y * w + x]; +} + +__kernel void +propagate_labels(__global __read_write int *labels, + __global __write_only int *changed_flag, + __local int *buffer, + int w, int h, + int buf_w, int buf_h, + const int halo) +{ + // halo is the additional number of cells in one direction + + // Global position of output pixel + const int x = get_global_id(0); + const int y = get_global_id(1); + + // Local position relative to (0, 0) in workgroup + const int lx = get_local_id(0); + const int ly = get_local_id(1); + + // coordinates of the upper left corner of the buffer in image + // space, including halo + const int buf_corner_x = x - lx - halo; + const int buf_corner_y = y - ly - halo; + + // coordinates of our pixel in the local buffer + const int buf_x = lx + halo; + const int buf_y = ly + halo; + + // 1D index of thread within our work-group + const int idx_1D = ly * get_local_size(0) + lx; + + int old_label; + // Will store the output value + int new_label; + + int upNeighbor,rightNeighbor,downNeighbor,leftNeighbor,minNeighbors; + + // Load the relevant labels to a local buffer with a halo + if (idx_1D < buf_w) { + for (int row = 0; row < buf_h; row++) { + buffer[row * buf_w + idx_1D] = + get_clamped_value(labels, + w, h, + buf_corner_x + idx_1D, buf_corner_y + row); + } + } + + // Make sure all threads reach the next part after + // the local buffer is loaded + barrier(CLK_LOCAL_MEM_FENCE); + + // Fetch the value from the buffer the corresponds to + // the pixel for this thread + old_label = buffer[buf_y * buf_w + buf_x]; + + // CODE FOR PARTS 2 and 4 HERE (part 4 will replace part 2) + + // stay in bounds + if ((x < w) && (y < h)) { + // CODE FOR PART 1 HERE + // We set new_label to the value of old_label, but you will need + // to adjust this for correctness. + new_label = old_label; + + if (old_label < w * h) + { + buffer[buf_y * buf_w + buf_x] = labels[old_label]; + } + + if (old_label Date: Wed, 18 Nov 2015 19:01:55 -0500 Subject: [PATCH 06/12] finished part 2 and part 3 of Problem 5 --- HW3/P5/P5.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/HW3/P5/P5.txt b/HW3/P5/P5.txt index 33cdbd77..9fb12690 100644 --- a/HW3/P5/P5.txt +++ b/HW3/P5/P5.txt @@ -1,7 +1,7 @@ Problem 5 Write Up By: Matheus C. Fernandes -Problem 5: +Code outputs: Part 1: implement updates from neighbors ========================================= From 48a78e47c0f9b29d49072184fbb20c919887d0ad Mon Sep 17 00:00:00 2001 From: "Matheus C. Fernandes" Date: Thu, 19 Nov 2015 11:38:09 -0500 Subject: [PATCH 07/12] checkpoint on part 4 of problem 5 --- HW3/P5/label_regions.cl | 29 ++++++++++++++++++++++++----- 1 file changed, 24 insertions(+), 5 deletions(-) diff --git a/HW3/P5/label_regions.cl b/HW3/P5/label_regions.cl index aaf71e78..100c22c6 100644 --- a/HW3/P5/label_regions.cl +++ b/HW3/P5/label_regions.cl @@ -63,6 +63,7 @@ propagate_labels(__global __read_write int *labels, int upNeighbor,rightNeighbor,downNeighbor,leftNeighbor,minNeighbors; + int gpartent // Load the relevant labels to a local buffer with a halo if (idx_1D < buf_w) { for (int row = 0; row < buf_h; row++) { @@ -82,7 +83,30 @@ propagate_labels(__global __read_write int *labels, old_label = buffer[buf_y * buf_w + buf_x]; // CODE FOR PARTS 2 and 4 HERE (part 4 will replace part 2) + // This makes sure that we have only the first CPU running + if ((lx==0) && (ly==0)){ + + if(old_label Date: Thu, 19 Nov 2015 11:57:23 -0500 Subject: [PATCH 08/12] finished part 4, still commenting to do --- HW3/P5/P5.txt | 4 ++++ HW3/P5/label_regions.cl | 14 +++++++++----- HW3/P5/label_regions.py | 7 ++++--- 3 files changed, 17 insertions(+), 8 deletions(-) diff --git a/HW3/P5/P5.txt b/HW3/P5/P5.txt index 9fb12690..a03a0f38 100644 --- a/HW3/P5/P5.txt +++ b/HW3/P5/P5.txt @@ -40,8 +40,12 @@ Found 35 regions Part 4: effcient grandparents ========================================= Maze 1: +Finished after 10 iterations, 5.62464 ms total, 0.562464 ms per iteration +Found 2 regions Maze 2: +Finished after 9 iterations, 4.9628 ms total, 0.551422222222 ms per iteration +Found 35 regions diff --git a/HW3/P5/label_regions.cl b/HW3/P5/label_regions.cl index 100c22c6..82e471d6 100644 --- a/HW3/P5/label_regions.cl +++ b/HW3/P5/label_regions.cl @@ -63,7 +63,7 @@ propagate_labels(__global __read_write int *labels, int upNeighbor,rightNeighbor,downNeighbor,leftNeighbor,minNeighbors; - int gpartent + int gpartent, xx, yy; // Load the relevant labels to a local buffer with a halo if (idx_1D < buf_w) { for (int row = 0; row < buf_h; row++) { @@ -91,20 +91,24 @@ propagate_labels(__global __read_write int *labels, gpartent = labels[old_label]; } - for( xx =halo;row Date: Thu, 19 Nov 2015 14:09:53 -0500 Subject: [PATCH 09/12] finished part 4 and working on part 5 writeup --- HW3/P5/P5.txt | 3 +- HW3/P5/label_regions.cl | 5 +- HW3/P5/label_regions_Part4.cl | 138 ++++++++++++++++++++++++++++++++++ 3 files changed, 140 insertions(+), 6 deletions(-) create mode 100644 HW3/P5/label_regions_Part4.cl diff --git a/HW3/P5/P5.txt b/HW3/P5/P5.txt index a03a0f38..a6fbc542 100644 --- a/HW3/P5/P5.txt +++ b/HW3/P5/P5.txt @@ -51,9 +51,8 @@ Found 35 regions Part 5: no atomic operations ========================================= -Maze 1: +Explanation of questions: -Maze 2: diff --git a/HW3/P5/label_regions.cl b/HW3/P5/label_regions.cl index 82e471d6..d379a30b 100644 --- a/HW3/P5/label_regions.cl +++ b/HW3/P5/label_regions.cl @@ -106,10 +106,6 @@ propagate_labels(__global __read_write int *labels, } barrier(CLK_LOCAL_MEM_FENCE); - if ((ly == 0) && (ly==0)){ - - - } // stay in bounds if ((x < w) && (y < h)) { @@ -129,6 +125,7 @@ propagate_labels(__global __read_write int *labels, new_label=min(minNeighbors,new_label); } + if (new_label != old_label) { atomic_min(&labels[old_label],new_label); // CODE FOR PART 3 HERE diff --git a/HW3/P5/label_regions_Part4.cl b/HW3/P5/label_regions_Part4.cl new file mode 100644 index 00000000..9658b29d --- /dev/null +++ b/HW3/P5/label_regions_Part4.cl @@ -0,0 +1,138 @@ +__kernel void +initialize_labels(__global __read_only int *image, + __global __write_only int *labels, + int w, int h) +{ + const int x = get_global_id(0); + const int y = get_global_id(1); + + if ((x < w) && (y < h)) { + if (image[y * w + x] > 0) { + // set each pixel > 0 to its linear index + labels[y * w + x] = y * w + x; + } else { + // out of bounds, set to maximum + labels[y * w + x] = w * h; + } + } +} + +int +get_clamped_value(__global __read_only int *labels, + int w, int h, + int x, int y) +{ + if ((x < 0) || (x >= w) || (y < 0) || (y >= h)) + return w * h; + return labels[y * w + x]; +} + +__kernel void +propagate_labels(__global __read_write int *labels, + __global __write_only int *changed_flag, + __local int *buffer, + int w, int h, + int buf_w, int buf_h, + const int halo) +{ + // halo is the additional number of cells in one direction + + // Global position of output pixel + const int x = get_global_id(0); + const int y = get_global_id(1); + + // Local position relative to (0, 0) in workgroup + const int lx = get_local_id(0); + const int ly = get_local_id(1); + + // coordinates of the upper left corner of the buffer in image + // space, including halo + const int buf_corner_x = x - lx - halo; + const int buf_corner_y = y - ly - halo; + + // coordinates of our pixel in the local buffer + const int buf_x = lx + halo; + const int buf_y = ly + halo; + + // 1D index of thread within our work-group + const int idx_1D = ly * get_local_size(0) + lx; + + int old_label; + // Will store the output value + int new_label; + + int upNeighbor,rightNeighbor,downNeighbor,leftNeighbor,minNeighbors; + + int gpartent, xx, yy; + // Load the relevant labels to a local buffer with a halo + if (idx_1D < buf_w) { + for (int row = 0; row < buf_h; row++) { + buffer[row * buf_w + idx_1D] = + get_clamped_value(labels, + w, h, + buf_corner_x + idx_1D, buf_corner_y + row); + } + } + + // Make sure all threads reach the next part after + // the local buffer is loaded + barrier(CLK_LOCAL_MEM_FENCE); + + // Fetch the value from the buffer the corresponds to + // the pixel for this thread + old_label = buffer[buf_y * buf_w + buf_x]; + + // CODE FOR PARTS 2 and 4 HERE (part 4 will replace part 2) + // This makes sure that we have only the first CPU running + if ((lx==0) && (ly==0)){ + + if(old_label Date: Fri, 20 Nov 2015 15:53:36 -0500 Subject: [PATCH 10/12] added comments to P4 and finished P5 --- HW3/P4/median_filter.cl | 14 +++++++++----- HW3/P5/P5.txt | 29 ++++++++++++++++++++++++----- HW3/P5/label_regions.cl | 22 ++++++++++++++-------- 3 files changed, 47 insertions(+), 18 deletions(-) diff --git a/HW3/P4/median_filter.cl b/HW3/P4/median_filter.cl index cda9ef7d..302f3e09 100644 --- a/HW3/P4/median_filter.cl +++ b/HW3/P4/median_filter.cl @@ -32,21 +32,24 @@ median_3x3(__global __read_only float *in_values, // 1D index of thread within our work-group const int idx_1D = ly * get_local_size(0) + lx; - + // OBTAIN BUFFER BY LOADING RELEVANT LABELS TO LOVAL BUFFER WITH HALO if (idx_1D Date: Fri, 20 Nov 2015 18:53:56 -0500 Subject: [PATCH 11/12] added comments to P4 and finished P5 --- HW3/P5/label_regions.cl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/HW3/P5/label_regions.cl b/HW3/P5/label_regions.cl index b51bf640..249959db 100644 --- a/HW3/P5/label_regions.cl +++ b/HW3/P5/label_regions.cl @@ -83,7 +83,7 @@ propagate_labels(__global __read_write int *labels, old_label = buffer[buf_y * buf_w + buf_x]; // CODE FOR PARTS 2 and 4 HERE (part 4 will replace part 2) - // This makes sure that we have only the first CPU running + // This makes sure that we have only the first thread running if ((lx==0) && (ly==0)){ //OBTAIN RELATIVE GRANDPARENT if(old_label Date: Fri, 20 Nov 2015 20:16:31 -0500 Subject: [PATCH 12/12] commit with updates and last changes --- HW3/P5/P5.txt | 2 +- HW3/P5/label_regions.cl | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/HW3/P5/P5.txt b/HW3/P5/P5.txt index 0135e749..4b0eca40 100644 --- a/HW3/P5/P5.txt +++ b/HW3/P5/P5.txt @@ -74,4 +74,4 @@ Atomic operations are also inefficient, and virtually guarantee serialization of ----------------------------------------- Answer: -I believe that using the regular min() function would have a positive impact on the performance of the code because the atomic min() function will serialize (by essentially locking the memory location) to make sure everything is loaded properly. This serialization would likely make the computation slower. Thus, the computation with regular min() functions can greatly benefit of the parallelization although you may run a risk of getting incorrect answers. If we used the min() function over the atomic min() function, we would potentially introduce the possibility of updating out old_able redundantly, while two functions could be updating the output function at the same time. This could introduce error into our calculations by overusing a particular variable (while not necessarily always happening, the error could be introduced). In any case, if min() is used over the atomic min() then we could potentially see an increase in the value of labels[]. This can be done if one thread attempts to make a change over over the other thread who is altering the same location in memory, and one threads writes on to the location, and the other thread does not see the new value and puts back the older value. This essentially means that the thread who picked the memory location in the first place will be completely ignored in the calculation. \ No newline at end of file +I believe that using the regular min() function would have a positive impact on the performance of the code because the atomic min() function serializes (by essentially locking the memory location) to make sure everything is loaded properly. This serialization process makes the computation slower. Thus, the computation with regular min() functions can greatly benefit through the ability of the parallelization although you may run a risk of getting incorrect answers. If we used the min() function over the atomic min() function, we would potentially introduce the possibility of updating old_able redundantly, while two functions could be updating the output function at the same time. This could introduce error into our calculations by overusing a particular variable (while not necessarily always happening, the error could be introduced). Though, I also believe it is possible that it could not introduce an error because whenever we check if something has changed, that part is independent of what happens in the writing of the minimum. Thus, I believe the overall result may be correct but the count and iterations might change slightly depending on the conditions set. In any case, if min() is used over the atomic min() then we could potentially see an increase in the value of labels[]. This can be done if one thread attempts to make a change over the other thread who is altering the same location in memory, and one threads writes on to the location, and the other thread does not see the new value and puts back the older value. This essentially means that the thread who picked the memory location in the first place will be completely ignored over the iteration. \ No newline at end of file diff --git a/HW3/P5/label_regions.cl b/HW3/P5/label_regions.cl index 249959db..caee51a4 100644 --- a/HW3/P5/label_regions.cl +++ b/HW3/P5/label_regions.cl @@ -90,7 +90,7 @@ propagate_labels(__global __read_write int *labels, gpartent = labels[old_label]; } // ITERATE OVER THE ROWS--XX AND COLUMNS--YY - for(xx =halo;xx < buf_h - halo; xx++){ + for(xx = halo;xx < buf_h - halo; xx++){ for (yy= halo; yy < buf_w-halo; yy++){ // STATEMENT DOES NOT ALLOW IF THE YOU ARE NOT ON THE WALL OF THE MAZE if(buffer[(ly+xx)*buf_w+(lx+yy)]