From 85f02dd0e824b46c7ef18da910d9f874a7cecfc3 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 09:56:43 -0400 Subject: [PATCH 01/22] completed boid rule helper kernels --- notes.txt | 6 ++++++ src/kernel.cu | 40 +++++++++++++++++++++++++++++++++++----- 2 files changed, 41 insertions(+), 5 deletions(-) create mode 100644 notes.txt diff --git a/notes.txt b/notes.txt new file mode 100644 index 0000000..f89b0d4 --- /dev/null +++ b/notes.txt @@ -0,0 +1,6 @@ + +How to change the tab size in Visual Studio... +Visual Studio +Open 'Tools' in the Visual Studio Menu and click on 'Options' +Click on 'Text Editor', then select 'C/C++' and open the 'Tabs' settings. +Set both 'Tab size' and 'Indent size' to 4 and make sure 'Insert spaces' is selected below. \ No newline at end of file diff --git a/src/kernel.cu b/src/kernel.cu index 74dffcb..7cb5f61 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -229,11 +229,41 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) * Compute the new velocity on the body with index `iSelf` due to the `N` boids * in the `pos` and `vel` arrays. */ -__device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { - // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves - // Rule 2: boids try to stay a distance d away from each other - // Rule 3: boids try to match the speed of surrounding boids - return glm::vec3(0.0f, 0.0f, 0.0f); +__device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* pos, const glm::vec3* vel) { + // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + glm::vec3 perceivedCenter(0.f); + glm::vec3 posSelf = pos[iSelf]; + int neighborhoodSize = 0; + for (int i = 0; i < N; i++) + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule1Distance) { + perceivedCenter += pos[i]; + neighborhoodSize++; + } + + perceivedCenter /= neighborhoodSize; // compute the perceived center of mass by dividing by the number of neighbors + glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; + + // Rule 2 Separation: boids try to stay a distance d away from each other + glm::vec3 repulsion(0.f); + neighborhoodSize = 0; + for (int i = 0; i < N; i++) + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { + repulsion -= (pos[i] - posSelf); + neighborhoodSize++; + } + + velSelf += (repulsion * rule2Scale); + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + glm::vec3 perceivedVelocity(0.f); + for (int i = 0; i < N; i++) + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) + perceivedVelocity += vel[i]; + + perceivedVelocity /= N; // compute the perceived average velocity by dividing by the number of neighbors + velSelf += perceivedVelocity * rule3Scale; + + return velSelf; } /** From da4c07e55a13b8623acb6a8b4727d1f03756402c Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 13:12:15 -0400 Subject: [PATCH 02/22] save 0 --- src/kernel.cu | 23 ++++++++++++++++------- 1 file changed, 16 insertions(+), 7 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 7cb5f61..214c7e1 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -233,34 +233,37 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* po // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves glm::vec3 perceivedCenter(0.f); glm::vec3 posSelf = pos[iSelf]; - int neighborhoodSize = 0; + int neighbors = 0; for (int i = 0; i < N; i++) if (i != iSelf && glm::distance(posSelf, pos[i]) < rule1Distance) { perceivedCenter += pos[i]; - neighborhoodSize++; + neighbors++; } - perceivedCenter /= neighborhoodSize; // compute the perceived center of mass by dividing by the number of neighbors + perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; // Rule 2 Separation: boids try to stay a distance d away from each other glm::vec3 repulsion(0.f); - neighborhoodSize = 0; + neighbors = 0; for (int i = 0; i < N; i++) if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { repulsion -= (pos[i] - posSelf); - neighborhoodSize++; + neighbors++; } velSelf += (repulsion * rule2Scale); // Rule 3 Alignment: boids try to match the speed of surrounding boids glm::vec3 perceivedVelocity(0.f); + neighbors = 0; for (int i = 0; i < N; i++) - if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) { perceivedVelocity += vel[i]; + neighbors++; + } - perceivedVelocity /= N; // compute the perceived average velocity by dividing by the number of neighbors + perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors velSelf += perceivedVelocity * rule3Scale; return velSelf; @@ -273,8 +276,14 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* po __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { // Compute a new velocity based on pos and vel1 + int index = threadIdx.x + (blockIdx.x * blockDim.x); + glm::vec3 velSelf = computeVelocityChange(N, index, pos, vel1); // Clamp the speed + float speed = glm::length(velSelf); + if (speed > maxSpeed) + velSelf = (velSelf / speed) * maxSpeed; // Record the new velocity into vel2. Question: why NOT vel1? + vel2[index] = velSelf; } /** From 6837c22b9b4b323f8b49d80fdb96b03a5fc5baf6 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 14:15:51 -0400 Subject: [PATCH 03/22] save 1 --- src/kernel.cu | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/src/kernel.cu b/src/kernel.cu index 214c7e1..ff75ac5 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -387,7 +387,14 @@ __global__ void kernUpdateVelNeighborSearchCoherent( */ void Boids::stepSimulationNaive(float dt) { // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); + checkCUDAErrorWithLine("kernUpdateVelocityBruteForce failed!"); + kernUpdatePos <<>> (numObjects, dt, dev_pos, dev_vel2); + checkCUDAErrorWithLine("kernUpdatePos failed!"); // TODO-1.2 ping-pong the velocity buffers + cudaMemcpy(dev_vel1, dev_vel2, numObjects * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); + checkCUDAErrorWithLine("memcpy back failed!"); } void Boids::stepSimulationScatteredGrid(float dt) { From bc284bf3847dd6ac9d1a32850214283f988f52da Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 14:35:37 -0400 Subject: [PATCH 04/22] checking for divide by zero did help part 1 --- src/kernel.cu | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index ff75ac5..1c78090 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -240,7 +240,8 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* po neighbors++; } - perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + if (neighbors != 0) + perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; // Rule 2 Separation: boids try to stay a distance d away from each other @@ -263,7 +264,8 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* po neighbors++; } - perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors + if (neighbors != 0) + perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors velSelf += perceivedVelocity * rule3Scale; return velSelf; @@ -390,7 +392,7 @@ void Boids::stepSimulationNaive(float dt) { dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); checkCUDAErrorWithLine("kernUpdateVelocityBruteForce failed!"); - kernUpdatePos <<>> (numObjects, dt, dev_pos, dev_vel2); + kernUpdatePos <<>> (numObjects, dt, dev_pos, dev_vel2); checkCUDAErrorWithLine("kernUpdatePos failed!"); // TODO-1.2 ping-pong the velocity buffers cudaMemcpy(dev_vel1, dev_vel2, numObjects * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); From 17af32f8ed59a63437389fb5fa35d77e2b14a912 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 18:01:46 -0400 Subject: [PATCH 05/22] fixed part 1 --- src/kernel.cu | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 1c78090..59eb122 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -234,39 +234,44 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* po glm::vec3 perceivedCenter(0.f); glm::vec3 posSelf = pos[iSelf]; int neighbors = 0; - for (int i = 0; i < N; i++) + for (int i = 0; i < N; i++) { if (i != iSelf && glm::distance(posSelf, pos[i]) < rule1Distance) { perceivedCenter += pos[i]; neighbors++; } + } - if (neighbors != 0) + if (neighbors != 0) { perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + } glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; // Rule 2 Separation: boids try to stay a distance d away from each other glm::vec3 repulsion(0.f); neighbors = 0; - for (int i = 0; i < N; i++) + for (int i = 0; i < N; i++) { if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { repulsion -= (pos[i] - posSelf); neighbors++; } + } velSelf += (repulsion * rule2Scale); // Rule 3 Alignment: boids try to match the speed of surrounding boids glm::vec3 perceivedVelocity(0.f); neighbors = 0; - for (int i = 0; i < N; i++) + for (int i = 0; i < N; i++) { if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) { perceivedVelocity += vel[i]; neighbors++; } + } - if (neighbors != 0) + if (neighbors != 0) { perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors - velSelf += perceivedVelocity * rule3Scale; + } + velSelf += (perceivedVelocity * rule3Scale); return velSelf; } @@ -279,7 +284,7 @@ __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { // Compute a new velocity based on pos and vel1 int index = threadIdx.x + (blockIdx.x * blockDim.x); - glm::vec3 velSelf = computeVelocityChange(N, index, pos, vel1); + glm::vec3 velSelf = vel1[index] + computeVelocityChange(N, index, pos, vel1); // Clamp the speed float speed = glm::length(velSelf); if (speed > maxSpeed) From 2cdfb9558a31ee32d3c2ebda59df797af4f47857 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 18:50:40 -0400 Subject: [PATCH 06/22] save --- notes.txt | 3 +++ src/kernel.cu | 16 ++++++++++++++++ 2 files changed, 19 insertions(+) diff --git a/notes.txt b/notes.txt index f89b0d4..3d733d8 100644 --- a/notes.txt +++ b/notes.txt @@ -1,3 +1,6 @@ +The implosion and strange behavior was somehow fixed by adding the change in velocity computation to the old +velocity which i did not notics had to be done + How to change the tab size in Visual Studio... Visual Studio diff --git a/src/kernel.cu b/src/kernel.cu index 59eb122..fa3f5cf 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -169,6 +169,18 @@ void Boids::initSimulation(int N) { gridMinimum.z -= halfGridWidth; // TODO-2.1 TODO-2.3 - Allocate additional buffers here. + cudaMalloc((void**)&dev_particleArrayIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_particleArrayIndices failed!"); + + cudaMalloc((void**)&dev_particleGridIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_particleGridIndices failed!"); + + cudaMalloc((void**)&dev_gridCellStartIndices, 16 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellStartIndices failed!"); + + cudaMalloc((void**)&dev_gridCellEndIndices, 16 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); + cudaDeviceSynchronize(); } @@ -443,6 +455,10 @@ void Boids::endSimulation() { cudaFree(dev_pos); // TODO-2.1 TODO-2.3 - Free any additional buffers here. + cudaFree(dev_particleArrayIndices); + cudaFree(dev_particleGridIndices); + cudaFree(dev_gridCellStartIndices); + cudaFree(dev_gridCellEndIndices); } void Boids::unitTest() { From 276e3fd3f6fdc4652212b97ea9ce5cbb429b4c75 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 19:15:08 -0400 Subject: [PATCH 07/22] save --- src/kernel.cu | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/src/kernel.cu b/src/kernel.cu index fa3f5cf..5b9f1a8 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -347,6 +347,11 @@ __global__ void kernComputeIndices(int N, int gridResolution, // - Label each boid with the index of its grid cell. // - Set up a parallel array of integer indices as pointers to the actual // boid data in pos and vel1/vel2 + int index = threadIdx.x + (blockIdx.x * blockDim.x); + glm::vec3 posSelf = pos[index]; + posSelf = glm::floor(posSelf - gridMin) * inverseCellWidth; + gridIndices[index] = gridIndex3Dto1D(posSelf.x, posSelf.y, posSelf.z, gridResolution); + } // LOOK-2.1 Consider how this could be useful for indicating that a cell @@ -364,6 +369,13 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, // Identify the start point of each cell in the gridIndices array. // This is basically a parallel unrolling of a loop that goes // "this index doesn't match the one before it, must be a new cell!" + int prev = particleGridIndices[0]; + for (int i = 1; i < N; i++) { + int curr = particleGridIndices[i]; + if (prev != curr) { + gridCellStartIndices[i - 1] = + } + } } __global__ void kernUpdateVelNeighborSearchScattered( From 82f6c3da9bc39ab8fa9bec775e3ccd3d441d263a Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 19:49:24 -0400 Subject: [PATCH 08/22] save --- src/kernel.cu | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 5b9f1a8..da75dd0 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -351,7 +351,7 @@ __global__ void kernComputeIndices(int N, int gridResolution, glm::vec3 posSelf = pos[index]; posSelf = glm::floor(posSelf - gridMin) * inverseCellWidth; gridIndices[index] = gridIndex3Dto1D(posSelf.x, posSelf.y, posSelf.z, gridResolution); - + indices[index] = index; } // LOOK-2.1 Consider how this could be useful for indicating that a cell @@ -369,13 +369,19 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, // Identify the start point of each cell in the gridIndices array. // This is basically a parallel unrolling of a loop that goes // "this index doesn't match the one before it, must be a new cell!" + + // at this point particleGridIndices should be sorted int prev = particleGridIndices[0]; + gridCellStartIndices[prev] = 0; for (int i = 1; i < N; i++) { int curr = particleGridIndices[i]; if (prev != curr) { - gridCellStartIndices[i - 1] = + gridCellEndIndices[prev] = i - 1; + gridCellStartIndices[curr] = i; } + prev = curr; } + gridCellEndIndices[particleGridIndices[N - 1]] = N - 1; } __global__ void kernUpdateVelNeighborSearchScattered( From 2594bb767dee93fc398730e460ad382d47d79995 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 20:07:47 -0400 Subject: [PATCH 09/22] save --- src/kernel.cu | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/src/kernel.cu b/src/kernel.cu index da75dd0..b6d6ca6 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -398,6 +398,22 @@ __global__ void kernUpdateVelNeighborSearchScattered( // - Access each boid in the cell and compute velocity change from // the boids rules, if this boid is within the neighborhood distance. // - Clamp the speed change before putting the new speed in vel2 + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + glm::vec3 neighborDet(0.f); + glm::vec3 posSelf = glm::fract((pos[index] - gridMin) * inverseCellWidth); + + for (int i = 0; i < 3; i++) { + if (posSelf[i] == 0.5f) { + neighborDet[i] = 0.f; + } + else if (posSelf[i] < 0.5f) { + neighborDet[i] = -1.f; + } + else if (posSelf[i] > 0.5f) { + neighborDet[i] = 1.f; + } + } + } __global__ void kernUpdateVelNeighborSearchCoherent( From 780e965bb79f6591e8eb17633322e61c61ef973e Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 21:48:34 -0400 Subject: [PATCH 10/22] finished kernUpdateVelNeighborSearchScattered --- src/kernel.cu | 101 +++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 100 insertions(+), 1 deletion(-) diff --git a/src/kernel.cu b/src/kernel.cu index b6d6ca6..dfb676f 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -384,6 +384,74 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, gridCellEndIndices[particleGridIndices[N - 1]] = N - 1; } + +__device__ glm::vec3 computeVelocityChangeScattered(int N, int iSelf, const glm::vec3* pos, const glm::vec3* vel, + const int* neighborCells, int* gridCellStartIndices, int* gridCellEndIndices, int* particleArrayIndices) { + // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + glm::vec3 perceivedCenter(0.f); + glm::vec3 posSelf = pos[iSelf]; + int neighbors = 0; + for (int i = 0; i < 9; i++) { + if (neighborCells[i] != -1) { + int start = gridCellStartIndices[neighborCells[i]]; + int end = gridCellEndIndices[neighborCells[i]] + 1; + for (int j = start; j < end; j++) { + int iOther = particleArrayIndices[j]; + if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + perceivedCenter += pos[iOther]; + neighbors++; + } + } + } + } + + if (neighbors != 0) { + perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + } + glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; + + // Rule 2 Separation: boids try to stay a distance d away from each other + glm::vec3 repulsion(0.f); + for (int i = 0; i < 9; i++) { + if (neighborCells[i] != -1) { + int start = gridCellStartIndices[neighborCells[i]]; + int end = gridCellEndIndices[neighborCells[i]] + 1; + for (int j = start; j < end; j++) { + int iOther = particleArrayIndices[j]; + if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + repulsion -= (pos[iOther] - posSelf); + } + } + } + } + + velSelf += (repulsion * rule2Scale); + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + glm::vec3 perceivedVelocity(0.f); + neighbors = 0; + for (int i = 0; i < 9; i++) { + if (neighborCells[i] != -1) { + int start = gridCellStartIndices[neighborCells[i]]; + int end = gridCellEndIndices[neighborCells[i]] + 1; + for (int j = start; j < end; j++) { + int iOther = particleArrayIndices[j]; + if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + perceivedVelocity += vel[iOther]; + neighbors++; + } + } + } + } + + if (neighbors != 0) { + perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors + } + velSelf += (perceivedVelocity * rule3Scale); + + return velSelf; +} + __global__ void kernUpdateVelNeighborSearchScattered( int N, int gridResolution, glm::vec3 gridMin, float inverseCellWidth, float cellWidth, @@ -400,7 +468,8 @@ __global__ void kernUpdateVelNeighborSearchScattered( // - Clamp the speed change before putting the new speed in vel2 int index = (blockIdx.x * blockDim.x) + threadIdx.x; glm::vec3 neighborDet(0.f); - glm::vec3 posSelf = glm::fract((pos[index] - gridMin) * inverseCellWidth); + glm::vec3 posSelf = pos[index]; + glm::vec3 posTemp = glm::fract((pos[index] - gridMin) * inverseCellWidth); for (int i = 0; i < 3; i++) { if (posSelf[i] == 0.5f) { @@ -414,6 +483,36 @@ __global__ void kernUpdateVelNeighborSearchScattered( } } + glm::vec3 gridMax = gridMin + (gridResolution * cellWidth); + + int neighborCells[9]; + posTemp = glm::floor(pos[index] - gridMin) * inverseCellWidth; + neighborCells[9] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); + + for (int i = 0; i < 2; i++) { + for (int j = 0; j < 2; j++) { + for (int k = 0; k < 2; k++) { + glm::vec3 neighborShift(neighborDet * glm::vec3(i % 2, j % 2, k % 2)); + glm::vec3 neighborPt = neighborShift * cellWidth + posSelf; + if (glm::any(glm::lessThan(neighborPt, gridMin)) || glm::any(glm::greaterThan(neighborPt, gridMax))) { + neighborCells[i * 4 + j * 2 + k] = -1; + } + else { + neighborPt = glm::floor(neighborPt - gridMin) * inverseCellWidth; + neighborCells[i * 4 + j * 2 + k] = gridIndex3Dto1D(neighborPt.x, neighborPt.y, neighborPt.z, gridResolution); + } + } + } + } + + // Compute a new velocity based on pos and vel1 + glm::vec3 velSelf = vel1[index] + computeVelocityChangeScattered(N, index, pos, vel1, neighborCells, gridCellStartIndices, gridCellEndIndices, particleArrayIndices); + // Clamp the speed + float speed = glm::length(velSelf); + if (speed > maxSpeed) + velSelf = (velSelf / speed) * maxSpeed; + // Record the new velocity into vel2. Question: why NOT vel1? + vel2[index] = velSelf; } __global__ void kernUpdateVelNeighborSearchCoherent( From ed0dc198929d0e8a9022d93130c9ab1de191db9f Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sun, 13 Sep 2020 22:15:58 -0400 Subject: [PATCH 11/22] stopped coding for part 2.1 --- src/kernel.cu | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/src/kernel.cu b/src/kernel.cu index dfb676f..23a7402 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -562,6 +562,31 @@ void Boids::stepSimulationScatteredGrid(float dt) { // - Perform velocity updates using neighbor search // - Update positions // - Ping-pong buffers as needed + int N = numObjects; + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + // int gridCellCount; + // int gridSideCount; + // float gridCellWidth; + // float gridInverseCellWidth; + // glm::vec3 gridMinimum; + kernComputeIndices<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); + checkCUDAErrorWithLine("kernComputeIndices failed!"); + // Wrap device vectors in thrust iterators for use with thrust. + thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); + thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); + // thrust::sort_by_key + thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + N, dev_thrust_values); + + kernIdentifyCellStartEnd<<>>(N, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); + + kernUpdateVelNeighborSearchScattered<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, + dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); + + kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); + checkCUDAErrorWithLine("kernUpdatePos failed!"); + + cudaMemcpy(dev_vel1, dev_vel2, N * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); + checkCUDAErrorWithLine("memcpy back failed!"); } void Boids::stepSimulationCoherentGrid(float dt) { @@ -592,6 +617,7 @@ void Boids::endSimulation() { cudaFree(dev_particleGridIndices); cudaFree(dev_gridCellStartIndices); cudaFree(dev_gridCellEndIndices); + checkCUDAErrorWithLine("cudaFree failed!"); } void Boids::unitTest() { From 99f962d67645b624ad7a32fac882e761724908cf Mon Sep 17 00:00:00 2001 From: spencerwb Date: Mon, 14 Sep 2020 20:04:49 -0400 Subject: [PATCH 12/22] save --- notes.txt | 5 ++++- src/kernel.cu | 33 ++++++++++++++++++++++----------- src/main.cpp | 4 ++-- 3 files changed, 28 insertions(+), 14 deletions(-) diff --git a/notes.txt b/notes.txt index 3d733d8..b8b4e7d 100644 --- a/notes.txt +++ b/notes.txt @@ -6,4 +6,7 @@ How to change the tab size in Visual Studio... Visual Studio Open 'Tools' in the Visual Studio Menu and click on 'Options' Click on 'Text Editor', then select 'C/C++' and open the 'Tabs' settings. -Set both 'Tab size' and 'Indent size' to 4 and make sure 'Insert spaces' is selected below. \ No newline at end of file +Set both 'Tab size' and 'Indent size' to 4 and make sure 'Insert spaces' is selected below. + +You will get a frame not found error while using the NSight debugger if you are using it in Release Mode and +not Debug Mode \ No newline at end of file diff --git a/src/kernel.cu b/src/kernel.cu index 23a7402..54043ff 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -471,23 +471,30 @@ __global__ void kernUpdateVelNeighborSearchScattered( glm::vec3 posSelf = pos[index]; glm::vec3 posTemp = glm::fract((pos[index] - gridMin) * inverseCellWidth); + float3 posSelfF3 = make_float3(posSelf.x, posSelf.y, posSelf.z); + float3 posTempF3 = make_float3(posTemp.x, posTemp.y, posTemp.z); + for (int i = 0; i < 3; i++) { - if (posSelf[i] == 0.5f) { + if (posTemp[i] == 0.5f) { neighborDet[i] = 0.f; } - else if (posSelf[i] < 0.5f) { + else if (posTemp[i] < 0.5f) { neighborDet[i] = -1.f; } - else if (posSelf[i] > 0.5f) { + else if (posTemp[i] > 0.5f) { neighborDet[i] = 1.f; } } + float3 nDetF3 = make_float3(neighborDet.x, neighborDet.y, neighborDet.z); + glm::vec3 gridMax = gridMin + (gridResolution * cellWidth); + float3 gridMaxF3 = make_float3(gridMax.x, gridMax.y, gridMax.z); + int neighborCells[9]; posTemp = glm::floor(pos[index] - gridMin) * inverseCellWidth; - neighborCells[9] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); + neighborCells[8] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); for (int i = 0; i < 2; i++) { for (int j = 0; j < 2; j++) { @@ -499,6 +506,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( } else { neighborPt = glm::floor(neighborPt - gridMin) * inverseCellWidth; + float3 nPtF3 = make_float3(neighborPt.x, neighborPt.y, neighborPt.z); neighborCells[i * 4 + j * 2 + k] = gridIndex3Dto1D(neighborPt.x, neighborPt.y, neighborPt.z, gridResolution); } } @@ -512,6 +520,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( if (speed > maxSpeed) velSelf = (velSelf / speed) * maxSpeed; // Record the new velocity into vel2. Question: why NOT vel1? + float3 velSelfF3 = make_float3(velSelf.x, velSelf.y, velSelf.z); vel2[index] = velSelf; } @@ -563,7 +572,7 @@ void Boids::stepSimulationScatteredGrid(float dt) { // - Update positions // - Ping-pong buffers as needed int N = numObjects; - dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); // inexpensive way of computing the ceiling of the division // int gridCellCount; // int gridSideCount; // float gridCellWidth; @@ -571,6 +580,7 @@ void Boids::stepSimulationScatteredGrid(float dt) { // glm::vec3 gridMinimum; kernComputeIndices<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); checkCUDAErrorWithLine("kernComputeIndices failed!"); + // Wrap device vectors in thrust iterators for use with thrust. thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); @@ -578,15 +588,16 @@ void Boids::stepSimulationScatteredGrid(float dt) { thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + N, dev_thrust_values); kernIdentifyCellStartEnd<<>>(N, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); + checkCUDAErrorWithLine("kernIdentifyCellStartEnd failed!"); - kernUpdateVelNeighborSearchScattered<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, - dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); + kernUpdateVelNeighborSearchScattered<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); + checkCUDAErrorWithLine("kernUpdateVelNeighborSearchScattered failed!"); - kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); - checkCUDAErrorWithLine("kernUpdatePos failed!"); + //kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); + //checkCUDAErrorWithLine("kernUpdatePos failed!"); - cudaMemcpy(dev_vel1, dev_vel2, N * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); - checkCUDAErrorWithLine("memcpy back failed!"); + //cudaMemcpy(dev_vel1, dev_vel2, N * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); + //checkCUDAErrorWithLine("memcpy back failed!"); } void Boids::stepSimulationCoherentGrid(float dt) { diff --git a/src/main.cpp b/src/main.cpp index b82c8c6..b62fd0e 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -14,11 +14,11 @@ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID #define VISUALIZE 1 -#define UNIFORM_GRID 0 +#define UNIFORM_GRID 1 #define COHERENT_GRID 0 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 5000; +const int N_FOR_VIS = 64;// 5000; const float DT = 0.2f; /** From 5904eae6c0d57b9682b10c536c8d6a05c31cab99 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Tue, 15 Sep 2020 14:04:34 -0400 Subject: [PATCH 13/22] save --- notes.txt | 10 +++++++++- src/kernel.cu | 11 ++++++++++- 2 files changed, 19 insertions(+), 2 deletions(-) diff --git a/notes.txt b/notes.txt index b8b4e7d..aa231b7 100644 --- a/notes.txt +++ b/notes.txt @@ -9,4 +9,12 @@ Click on 'Text Editor', then select 'C/C++' and open the 'Tabs' settings. Set both 'Tab size' and 'Indent size' to 4 and make sure 'Insert spaces' is selected below. You will get a frame not found error while using the NSight debugger if you are using it in Release Mode and -not Debug Mode \ No newline at end of file +not Debug Mode + +You should always make this check in your __global__ kernels... +int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) { + return; + } +Because you typically deploy moore threads than you actually need. This could potentially cause memory out of +bounds errors. \ No newline at end of file diff --git a/src/kernel.cu b/src/kernel.cu index 54043ff..1cf44dd 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -296,6 +296,9 @@ __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { // Compute a new velocity based on pos and vel1 int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= N) { + return; + } glm::vec3 velSelf = vel1[index] + computeVelocityChange(N, index, pos, vel1); // Clamp the speed float speed = glm::length(velSelf); @@ -348,6 +351,9 @@ __global__ void kernComputeIndices(int N, int gridResolution, // - Set up a parallel array of integer indices as pointers to the actual // boid data in pos and vel1/vel2 int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= N) { + return; + } glm::vec3 posSelf = pos[index]; posSelf = glm::floor(posSelf - gridMin) * inverseCellWidth; gridIndices[index] = gridIndex3Dto1D(posSelf.x, posSelf.y, posSelf.z, gridResolution); @@ -369,7 +375,10 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, // Identify the start point of each cell in the gridIndices array. // This is basically a parallel unrolling of a loop that goes // "this index doesn't match the one before it, must be a new cell!" - + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) { + return; + } // at this point particleGridIndices should be sorted int prev = particleGridIndices[0]; gridCellStartIndices[prev] = 0; From 701112d5947563d90ff9cd519b17096e887e053e Mon Sep 17 00:00:00 2001 From: spencerwb Date: Tue, 15 Sep 2020 17:28:39 -0400 Subject: [PATCH 14/22] fixed StartEnd kernel --- src/kernel.cu | 29 ++++++++++++++++++----------- 1 file changed, 18 insertions(+), 11 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 1cf44dd..540ab3c 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -355,7 +355,7 @@ __global__ void kernComputeIndices(int N, int gridResolution, return; } glm::vec3 posSelf = pos[index]; - posSelf = glm::floor(posSelf - gridMin) * inverseCellWidth; + glm::ivec3 indSelf = glm::floor((posSelf - gridMin) * inverseCellWidth); gridIndices[index] = gridIndex3Dto1D(posSelf.x, posSelf.y, posSelf.z, gridResolution); indices[index] = index; } @@ -380,16 +380,23 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, return; } // at this point particleGridIndices should be sorted - int prev = particleGridIndices[0]; - gridCellStartIndices[prev] = 0; - for (int i = 1; i < N; i++) { - int curr = particleGridIndices[i]; - if (prev != curr) { - gridCellEndIndices[prev] = i - 1; - gridCellStartIndices[curr] = i; - } - prev = curr; + int curr = particleGridIndices[index]; + + if (index == 0) { + gridCellStartIndices[curr] = index; + return; + } + + int prev = particleGridIndices[index - 1]; + + if (curr != prev) { + gridCellStartIndices[curr] = index; + gridCellEndIndices[prev] = index - 1; } + + // the last value of particleGridIndices will never be assigned + // to be the end index of the last grid in the particleGridIndices + // array. thus it must be set manually. gridCellEndIndices[particleGridIndices[N - 1]] = N - 1; } @@ -594,7 +601,7 @@ void Boids::stepSimulationScatteredGrid(float dt) { thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); // thrust::sort_by_key - thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + N, dev_thrust_values); + thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); kernIdentifyCellStartEnd<<>>(N, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); checkCUDAErrorWithLine("kernIdentifyCellStartEnd failed!"); From 89e1030ed94c03bdf47551cec64f500783ee5f7b Mon Sep 17 00:00:00 2001 From: spencerwb Date: Tue, 15 Sep 2020 18:59:13 -0400 Subject: [PATCH 15/22] fixing velocity update scattered search --- src/kernel.cu | 159 +++++++++++++++++++++++++++++++++++--------------- src/main.cpp | 2 +- 2 files changed, 113 insertions(+), 48 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 540ab3c..c1fdf3d 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -407,6 +407,7 @@ __device__ glm::vec3 computeVelocityChangeScattered(int N, int iSelf, const glm: glm::vec3 perceivedCenter(0.f); glm::vec3 posSelf = pos[iSelf]; int neighbors = 0; + for (int i = 0; i < 9; i++) { if (neighborCells[i] != -1) { int start = gridCellStartIndices[neighborCells[i]]; @@ -483,61 +484,125 @@ __global__ void kernUpdateVelNeighborSearchScattered( // the boids rules, if this boid is within the neighborhood distance. // - Clamp the speed change before putting the new speed in vel2 int index = (blockIdx.x * blockDim.x) + threadIdx.x; - glm::vec3 neighborDet(0.f); - glm::vec3 posSelf = pos[index]; - glm::vec3 posTemp = glm::fract((pos[index] - gridMin) * inverseCellWidth); - - float3 posSelfF3 = make_float3(posSelf.x, posSelf.y, posSelf.z); - float3 posTempF3 = make_float3(posTemp.x, posTemp.y, posTemp.z); - - for (int i = 0; i < 3; i++) { - if (posTemp[i] == 0.5f) { - neighborDet[i] = 0.f; - } - else if (posTemp[i] < 0.5f) { - neighborDet[i] = -1.f; - } - else if (posTemp[i] > 0.5f) { - neighborDet[i] = 1.f; - } + if (index >= N) { + return; } - float3 nDetF3 = make_float3(neighborDet.x, neighborDet.y, neighborDet.z); - - glm::vec3 gridMax = gridMin + (gridResolution * cellWidth); - float3 gridMaxF3 = make_float3(gridMax.x, gridMax.y, gridMax.z); - - - int neighborCells[9]; - posTemp = glm::floor(pos[index] - gridMin) * inverseCellWidth; - neighborCells[8] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); + float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); + glm::vec3 posSelf = pos[index]; + glm::vec3 ind3DSelf = glm::floor((posSelf - gridMin) * inverseCellWidth); + glm::ivec3 ind3DMin = glm::clamp(glm::ivec3(glm::floor(ind3DSelf - (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + glm::ivec3 ind3DMax = glm::clamp(glm::ivec3(glm::floor(ind3DSelf + (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); - for (int i = 0; i < 2; i++) { - for (int j = 0; j < 2; j++) { - for (int k = 0; k < 2; k++) { - glm::vec3 neighborShift(neighborDet * glm::vec3(i % 2, j % 2, k % 2)); - glm::vec3 neighborPt = neighborShift * cellWidth + posSelf; - if (glm::any(glm::lessThan(neighborPt, gridMin)) || glm::any(glm::greaterThan(neighborPt, gridMax))) { - neighborCells[i * 4 + j * 2 + k] = -1; - } - else { - neighborPt = glm::floor(neighborPt - gridMin) * inverseCellWidth; - float3 nPtF3 = make_float3(neighborPt.x, neighborPt.y, neighborPt.z); - neighborCells[i * 4 + j * 2 + k] = gridIndex3Dto1D(neighborPt.x, neighborPt.y, neighborPt.z, gridResolution); + glm::vec3 perceivedCenter(0.f); + int neighborsR1 = 0; + + for (int i = ind3DMin.x; i < ind3DMax.x; i++) { + for (int j = ind3DMin.y; j < ind3DMax.y; j++) { + for (int k = ind3DMin.z; k < ind3DMax.z; k++) { + int neighbor1DInd = gridIndex3Dto1D(i, j, k, gridResolution); + int start = gridCellStartIndices[neighbor1DInd]; + int end = gridCellEndIndices[neighbor1DInd]; + for (int l = start; l <= end; l++) { + // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + for (int i = 0; i < N; i++) { + if (i != index && glm::distance(posSelf, pos[i]) < rule1Distance) { + perceivedCenter += pos[i]; + neighborsR1++; + } + } + + if (neighborsR1 != 0) { + perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + } + glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; + + // Rule 2 Separation: boids try to stay a distance d away from each other + glm::vec3 repulsion(0.f); + neighbors = 0; + for (int i = 0; i < N; i++) { + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { + repulsion -= (pos[i] - posSelf); + neighbors++; + } + } + + velSelf += (repulsion * rule2Scale); + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + glm::vec3 perceivedVelocity(0.f); + neighbors = 0; + for (int i = 0; i < N; i++) { + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) { + perceivedVelocity += vel[i]; + neighbors++; + } + } + + if (neighbors != 0) { + perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors + } + velSelf += (perceivedVelocity * rule3Scale); } } } } - // Compute a new velocity based on pos and vel1 - glm::vec3 velSelf = vel1[index] + computeVelocityChangeScattered(N, index, pos, vel1, neighborCells, gridCellStartIndices, gridCellEndIndices, particleArrayIndices); - // Clamp the speed - float speed = glm::length(velSelf); - if (speed > maxSpeed) - velSelf = (velSelf / speed) * maxSpeed; - // Record the new velocity into vel2. Question: why NOT vel1? - float3 velSelfF3 = make_float3(velSelf.x, velSelf.y, velSelf.z); - vel2[index] = velSelf; + //glm::vec3 neighborDet(0.f); + //glm::vec3 posSelf = pos[index]; + //glm::vec3 posTemp = glm::fract((pos[index] - gridMin) * inverseCellWidth); + + //float3 posSelfF3 = make_float3(posSelf.x, posSelf.y, posSelf.z); + //float3 posTempF3 = make_float3(posTemp.x, posTemp.y, posTemp.z); + + //for (int i = 0; i < 3; i++) { + // if (posTemp[i] == 0.5f) { + // neighborDet[i] = 0.f; + // } + // else if (posTemp[i] < 0.5f) { + // neighborDet[i] = -1.f; + // } + // else if (posTemp[i] > 0.5f) { + // neighborDet[i] = 1.f; + // } + //} + + //float3 nDetF3 = make_float3(neighborDet.x, neighborDet.y, neighborDet.z); + + //glm::vec3 gridMax = gridMin + (gridResolution * cellWidth); + //float3 gridMaxF3 = make_float3(gridMax.x, gridMax.y, gridMax.z); + + + //int neighborCells[9]; + //posTemp = glm::floor(pos[index] - gridMin) * inverseCellWidth; + //neighborCells[8] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); + + //for (int i = 0; i < 2; i++) { + // for (int j = 0; j < 2; j++) { + // for (int k = 0; k < 2; k++) { + // glm::vec3 neighborShift(neighborDet * glm::vec3(i % 2, j % 2, k % 2)); + // glm::vec3 neighborPt = neighborShift * cellWidth + posSelf; + // if (glm::any(glm::lessThan(neighborPt, gridMin)) || glm::any(glm::greaterThan(neighborPt, gridMax))) { + // neighborCells[i * 4 + j * 2 + k] = -1; + // } + // else { + // neighborPt = glm::floor(neighborPt - gridMin) * inverseCellWidth; + // float3 nPtF3 = make_float3(neighborPt.x, neighborPt.y, neighborPt.z); + // neighborCells[i * 4 + j * 2 + k] = gridIndex3Dto1D(neighborPt.x, neighborPt.y, neighborPt.z, gridResolution); + // } + // } + // } + //} + + //// Compute a new velocity based on pos and vel1 + //glm::vec3 velSelf = vel1[index] + computeVelocityChangeScattered(N, index, pos, vel1, neighborCells, gridCellStartIndices, gridCellEndIndices, particleArrayIndices); + //// Clamp the speed + //float speed = glm::length(velSelf); + //if (speed > maxSpeed) + // velSelf = (velSelf / speed) * maxSpeed; + //// Record the new velocity into vel2. Question: why NOT vel1? + //float3 velSelfF3 = make_float3(velSelf.x, velSelf.y, velSelf.z); + //vel2[index] = velSelf; } __global__ void kernUpdateVelNeighborSearchCoherent( diff --git a/src/main.cpp b/src/main.cpp index b62fd0e..063a977 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -18,7 +18,7 @@ #define COHERENT_GRID 0 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 64;// 5000; +const int N_FOR_VIS = 5000; const float DT = 0.2f; /** From 515a21825aa8bc33abd7a72896fbe657fe753b0d Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sat, 3 Oct 2020 14:04:52 -0400 Subject: [PATCH 16/22] save --- notes.txt | 8 +- src/kernel.cu | 1135 +++++++++++++++++++++++++------------------------ 2 files changed, 575 insertions(+), 568 deletions(-) diff --git a/notes.txt b/notes.txt index aa231b7..4b3770a 100644 --- a/notes.txt +++ b/notes.txt @@ -17,4 +17,10 @@ int index = (blockIdx.x * blockDim.x) + threadIdx.x; return; } Because you typically deploy moore threads than you actually need. This could potentially cause memory out of -bounds errors. \ No newline at end of file +bounds errors. + +To fix indentation of highlighted code +Ctrl+K followed by Ctrl+F + +To get rid of CUDA errors for threadIdx, blockIdx, etc... +#include "device_launch_parameters.h" \ No newline at end of file diff --git a/src/kernel.cu b/src/kernel.cu index c1fdf3d..5a1d01f 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -6,6 +6,8 @@ #include "utilityCore.hpp" #include "kernel.h" +#include "device_launch_parameters.h" + // LOOK-2.1 potentially useful for doing grid-based neighbor search #ifndef imax #define imax( a, b ) ( ((a) > (b)) ? (a) : (b) ) @@ -20,15 +22,15 @@ /** * Check for CUDA errors; print and exit if there was a problem. */ -void checkCUDAError(const char *msg, int line = -1) { - cudaError_t err = cudaGetLastError(); - if (cudaSuccess != err) { - if (line >= 0) { - fprintf(stderr, "Line %d: ", line); - } - fprintf(stderr, "Cuda error: %s: %s.\n", msg, cudaGetErrorString(err)); - exit(EXIT_FAILURE); - } +void checkCUDAError(const char* msg, int line = -1) { + cudaError_t err = cudaGetLastError(); + if (cudaSuccess != err) { + if (line >= 0) { + fprintf(stderr, "Line %d: ", line); + } + fprintf(stderr, "Cuda error: %s: %s.\n", msg, cudaGetErrorString(err)); + exit(EXIT_FAILURE); + } } @@ -66,22 +68,22 @@ dim3 threadsPerBlock(blockSize); // Consider why you would need two velocity buffers in a simulation where each // boid cares about its neighbors' velocities. // These are called ping-pong buffers. -glm::vec3 *dev_pos; -glm::vec3 *dev_vel1; -glm::vec3 *dev_vel2; +glm::vec3* dev_pos; +glm::vec3* dev_vel1; +glm::vec3* dev_vel2; // LOOK-2.1 - these are NOT allocated for you. You'll have to set up the thrust // pointers on your own too. // For efficient sorting and the uniform grid. These should always be parallel. -int *dev_particleArrayIndices; // What index in dev_pos and dev_velX represents this particle? -int *dev_particleGridIndices; // What grid cell is this particle in? +int* dev_particleArrayIndices; // What index in dev_pos and dev_velX represents this particle? +int* dev_particleGridIndices; // What grid cell is this particle in? // needed for use with thrust thrust::device_ptr dev_thrust_particleArrayIndices; thrust::device_ptr dev_thrust_particleGridIndices; -int *dev_gridCellStartIndices; // What part of dev_particleArrayIndices belongs -int *dev_gridCellEndIndices; // to this cell? +int* dev_gridCellStartIndices; // What part of dev_particleArrayIndices belongs +int* dev_gridCellEndIndices; // to this cell? // TODO-2.3 - consider what additional buffers you might need to reshuffle // the position and velocity data to be coherent within cells. @@ -99,13 +101,13 @@ glm::vec3 gridMinimum; ******************/ __host__ __device__ unsigned int hash(unsigned int a) { - a = (a + 0x7ed55d16) + (a << 12); - a = (a ^ 0xc761c23c) ^ (a >> 19); - a = (a + 0x165667b1) + (a << 5); - a = (a + 0xd3a2646c) ^ (a << 9); - a = (a + 0xfd7046c5) + (a << 3); - a = (a ^ 0xb55a4f09) ^ (a >> 16); - return a; + a = (a + 0x7ed55d16) + (a << 12); + a = (a ^ 0xc761c23c) ^ (a >> 19); + a = (a + 0x165667b1) + (a << 5); + a = (a + 0xd3a2646c) ^ (a << 9); + a = (a + 0xfd7046c5) + (a << 3); + a = (a ^ 0xb55a4f09) ^ (a >> 16); + return a; } /** @@ -113,75 +115,75 @@ __host__ __device__ unsigned int hash(unsigned int a) { * Function for generating a random vec3. */ __host__ __device__ glm::vec3 generateRandomVec3(float time, int index) { - thrust::default_random_engine rng(hash((int)(index * time))); - thrust::uniform_real_distribution unitDistrib(-1, 1); + thrust::default_random_engine rng(hash((int)(index * time))); + thrust::uniform_real_distribution unitDistrib(-1, 1); - return glm::vec3((float)unitDistrib(rng), (float)unitDistrib(rng), (float)unitDistrib(rng)); + return glm::vec3((float)unitDistrib(rng), (float)unitDistrib(rng), (float)unitDistrib(rng)); } /** * LOOK-1.2 - This is a basic CUDA kernel. * CUDA kernel for generating boids with a specified mass randomly around the star. */ -__global__ void kernGenerateRandomPosArray(int time, int N, glm::vec3 * arr, float scale) { - int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index < N) { - glm::vec3 rand = generateRandomVec3(time, index); - arr[index].x = scale * rand.x; - arr[index].y = scale * rand.y; - arr[index].z = scale * rand.z; - } +__global__ void kernGenerateRandomPosArray(int time, int N, glm::vec3* arr, float scale) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index < N) { + glm::vec3 rand = generateRandomVec3(time, index); + arr[index].x = scale * rand.x; + arr[index].y = scale * rand.y; + arr[index].z = scale * rand.z; + } } /** * Initialize memory, update some globals */ void Boids::initSimulation(int N) { - numObjects = N; - dim3 fullBlocksPerGrid((N + blockSize - 1) / blockSize); + numObjects = N; + dim3 fullBlocksPerGrid((N + blockSize - 1) / blockSize); - // LOOK-1.2 - This is basic CUDA memory management and error checking. - // Don't forget to cudaFree in Boids::endSimulation. - cudaMalloc((void**)&dev_pos, N * sizeof(glm::vec3)); - checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); + // LOOK-1.2 - This is basic CUDA memory management and error checking. + // Don't forget to cudaFree in Boids::endSimulation. + cudaMalloc((void**)&dev_pos, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); - cudaMalloc((void**)&dev_vel1, N * sizeof(glm::vec3)); - checkCUDAErrorWithLine("cudaMalloc dev_vel1 failed!"); + cudaMalloc((void**)&dev_vel1, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_vel1 failed!"); - cudaMalloc((void**)&dev_vel2, N * sizeof(glm::vec3)); - checkCUDAErrorWithLine("cudaMalloc dev_vel2 failed!"); + cudaMalloc((void**)&dev_vel2, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_vel2 failed!"); - // LOOK-1.2 - This is a typical CUDA kernel invocation. - kernGenerateRandomPosArray<<>>(1, numObjects, - dev_pos, scene_scale); - checkCUDAErrorWithLine("kernGenerateRandomPosArray failed!"); + // LOOK-1.2 - This is a typical CUDA kernel invocation. + kernGenerateRandomPosArray<<>>(1, numObjects, + dev_pos, scene_scale); + checkCUDAErrorWithLine("kernGenerateRandomPosArray failed!"); - // LOOK-2.1 computing grid params - gridCellWidth = 2.0f * std::max(std::max(rule1Distance, rule2Distance), rule3Distance); - int halfSideCount = (int)(scene_scale / gridCellWidth) + 1; - gridSideCount = 2 * halfSideCount; + // LOOK-2.1 computing grid params + gridCellWidth = 2.0f * std::max(std::max(rule1Distance, rule2Distance), rule3Distance); + int halfSideCount = (int)(scene_scale / gridCellWidth) + 1; + gridSideCount = 2 * halfSideCount; - gridCellCount = gridSideCount * gridSideCount * gridSideCount; - gridInverseCellWidth = 1.0f / gridCellWidth; - float halfGridWidth = gridCellWidth * halfSideCount; - gridMinimum.x -= halfGridWidth; - gridMinimum.y -= halfGridWidth; - gridMinimum.z -= halfGridWidth; + gridCellCount = gridSideCount * gridSideCount * gridSideCount; + gridInverseCellWidth = 1.0f / gridCellWidth; + float halfGridWidth = gridCellWidth * halfSideCount; + gridMinimum.x -= halfGridWidth; + gridMinimum.y -= halfGridWidth; + gridMinimum.z -= halfGridWidth; - // TODO-2.1 TODO-2.3 - Allocate additional buffers here. - cudaMalloc((void**)&dev_particleArrayIndices, N * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_particleArrayIndices failed!"); + // TODO-2.1 TODO-2.3 - Allocate additional buffers here. + cudaMalloc((void**)&dev_particleArrayIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_particleArrayIndices failed!"); - cudaMalloc((void**)&dev_particleGridIndices, N * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_particleGridIndices failed!"); + cudaMalloc((void**)&dev_particleGridIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_particleGridIndices failed!"); - cudaMalloc((void**)&dev_gridCellStartIndices, 16 * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_gridCellStartIndices failed!"); + cudaMalloc((void**)&dev_gridCellStartIndices, 16 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellStartIndices failed!"); - cudaMalloc((void**)&dev_gridCellEndIndices, 16 * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); + cudaMalloc((void**)&dev_gridCellEndIndices, 16 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); - cudaDeviceSynchronize(); + cudaDeviceSynchronize(); } @@ -192,42 +194,42 @@ void Boids::initSimulation(int N) { /** * Copy the boid positions into the VBO so that they can be drawn by OpenGL. */ -__global__ void kernCopyPositionsToVBO(int N, glm::vec3 *pos, float *vbo, float s_scale) { - int index = threadIdx.x + (blockIdx.x * blockDim.x); +__global__ void kernCopyPositionsToVBO(int N, glm::vec3* pos, float* vbo, float s_scale) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); - float c_scale = -1.0f / s_scale; + float c_scale = -1.0f / s_scale; - if (index < N) { - vbo[4 * index + 0] = pos[index].x * c_scale; - vbo[4 * index + 1] = pos[index].y * c_scale; - vbo[4 * index + 2] = pos[index].z * c_scale; - vbo[4 * index + 3] = 1.0f; - } + if (index < N) { + vbo[4 * index + 0] = pos[index].x * c_scale; + vbo[4 * index + 1] = pos[index].y * c_scale; + vbo[4 * index + 2] = pos[index].z * c_scale; + vbo[4 * index + 3] = 1.0f; + } } -__global__ void kernCopyVelocitiesToVBO(int N, glm::vec3 *vel, float *vbo, float s_scale) { - int index = threadIdx.x + (blockIdx.x * blockDim.x); +__global__ void kernCopyVelocitiesToVBO(int N, glm::vec3* vel, float* vbo, float s_scale) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index < N) { - vbo[4 * index + 0] = vel[index].x + 0.3f; - vbo[4 * index + 1] = vel[index].y + 0.3f; - vbo[4 * index + 2] = vel[index].z + 0.3f; - vbo[4 * index + 3] = 1.0f; - } + if (index < N) { + vbo[4 * index + 0] = vel[index].x + 0.3f; + vbo[4 * index + 1] = vel[index].y + 0.3f; + vbo[4 * index + 2] = vel[index].z + 0.3f; + vbo[4 * index + 3] = 1.0f; + } } /** * Wrapper for call to the kernCopyboidsToVBO CUDA kernel. */ -void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) { - dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); +void Boids::copyBoidsToVBO(float* vbodptr_positions, float* vbodptr_velocities) { + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); - kernCopyPositionsToVBO << > >(numObjects, dev_pos, vbodptr_positions, scene_scale); - kernCopyVelocitiesToVBO << > >(numObjects, dev_vel1, vbodptr_velocities, scene_scale); + kernCopyPositionsToVBO << > > (numObjects, dev_pos, vbodptr_positions, scene_scale); + kernCopyVelocitiesToVBO << > > (numObjects, dev_vel1, vbodptr_velocities, scene_scale); - checkCUDAErrorWithLine("copyBoidsToVBO failed!"); + checkCUDAErrorWithLine("copyBoidsToVBO failed!"); - cudaDeviceSynchronize(); + cudaDeviceSynchronize(); } @@ -241,96 +243,92 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) * Compute the new velocity on the body with index `iSelf` due to the `N` boids * in the `pos` and `vel` arrays. */ -__device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3* pos, const glm::vec3* vel) { - // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves - glm::vec3 perceivedCenter(0.f); - glm::vec3 posSelf = pos[iSelf]; - int neighbors = 0; - for (int i = 0; i < N; i++) { - if (i != iSelf && glm::distance(posSelf, pos[i]) < rule1Distance) { - perceivedCenter += pos[i]; - neighbors++; - } - } - - if (neighbors != 0) { - perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors - } - glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; - - // Rule 2 Separation: boids try to stay a distance d away from each other - glm::vec3 repulsion(0.f); - neighbors = 0; - for (int i = 0; i < N; i++) { - if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { - repulsion -= (pos[i] - posSelf); - neighbors++; - } - } - - velSelf += (repulsion * rule2Scale); - - // Rule 3 Alignment: boids try to match the speed of surrounding boids - glm::vec3 perceivedVelocity(0.f); - neighbors = 0; - for (int i = 0; i < N; i++) { - if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) { - perceivedVelocity += vel[i]; - neighbors++; - } - } - - if (neighbors != 0) { - perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors - } - velSelf += (perceivedVelocity * rule3Scale); - - return velSelf; +__device__ glm::vec3 computeVelocityChange(int N, int idx, const glm::vec3* poss, const glm::vec3* vels) { + + glm::vec3 pos = poss[idx]; + + glm::vec3 perceivedCenter(0.f); + glm::vec3 repulsion(0.f); + glm::vec3 perceivedVelocity(0.f); + + int neighbors1 = 0; + int neighbors3 = 0; + + for (int i = 0; i < N; i++) { + // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + if (i != idx && glm::distance(pos, poss[i]) < rule1Distance) { + perceivedCenter += poss[i]; + neighbors1++; + } + + // Rule 2 Separation: boids try to stay a distance d away from each other + if (i != idx && glm::distance(pos, poss[i]) < rule2Distance) { + repulsion -= (poss[i] - pos); + } + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + if (i != idx && glm::distance(pos, poss[i]) < rule3Distance) { + perceivedVelocity += vels[i]; + neighbors3++; + } + } + + if (neighbors1 != 0) { + perceivedCenter /= neighbors1; // compute the perceived center of mass by dividing by the number of neighbors + } + + if (neighbors3 != 0) { + perceivedVelocity /= neighbors3; // compute the perceived average velocity by dividing by the number of neighbors + } + + glm::vec3 vel = ((perceivedCenter - pos) * rule1Scale) + (repulsion * rule2Scale) + (perceivedVelocity * rule3Scale); + + return vel; } /** * TODO-1.2 implement basic flocking * For each of the `N` bodies, update its position based on its current velocity. */ -__global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, - glm::vec3 *vel1, glm::vec3 *vel2) { - // Compute a new velocity based on pos and vel1 - int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index >= N) { - return; - } - glm::vec3 velSelf = vel1[index] + computeVelocityChange(N, index, pos, vel1); - // Clamp the speed - float speed = glm::length(velSelf); - if (speed > maxSpeed) - velSelf = (velSelf / speed) * maxSpeed; - // Record the new velocity into vel2. Question: why NOT vel1? - vel2[index] = velSelf; +__global__ void kernUpdateVelocityBruteForce(int N, glm::vec3* poss, + glm::vec3* vels1, glm::vec3* vels2) { + // Compute a new velocity based on pos and vel1 + int idx = threadIdx.x + (blockIdx.x * blockDim.x); + if (idx >= N) { + return; + } + glm::vec3 vel = vels1[idx] + computeVelocityChange(N, idx, poss, vels1); + // Clamp the speed + float speed = glm::length(vel); + if (speed > maxSpeed) + vel = (vel / speed) * maxSpeed; + // Record the new velocity into vel2. Question: why NOT vel1? + vels2[idx] = vel; } /** * LOOK-1.2 Since this is pretty trivial, we implemented it for you. * For each of the `N` bodies, update its position based on its current velocity. */ -__global__ void kernUpdatePos(int N, float dt, glm::vec3 *pos, glm::vec3 *vel) { - // Update position by velocity - int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index >= N) { - return; - } - glm::vec3 thisPos = pos[index]; - thisPos += vel[index] * dt; - - // Wrap the boids around so we don't lose them - thisPos.x = thisPos.x < -scene_scale ? scene_scale : thisPos.x; - thisPos.y = thisPos.y < -scene_scale ? scene_scale : thisPos.y; - thisPos.z = thisPos.z < -scene_scale ? scene_scale : thisPos.z; - - thisPos.x = thisPos.x > scene_scale ? -scene_scale : thisPos.x; - thisPos.y = thisPos.y > scene_scale ? -scene_scale : thisPos.y; - thisPos.z = thisPos.z > scene_scale ? -scene_scale : thisPos.z; - - pos[index] = thisPos; +__global__ void kernUpdatePos(int N, float dt, glm::vec3* pos, glm::vec3* vel) { + // Update position by velocity + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= N) { + return; + } + glm::vec3 thisPos = pos[index]; + thisPos += vel[index] * dt; + + // Wrap the boids around so we don't lose them + thisPos.x = thisPos.x < -scene_scale ? scene_scale : thisPos.x; + thisPos.y = thisPos.y < -scene_scale ? scene_scale : thisPos.y; + thisPos.z = thisPos.z < -scene_scale ? scene_scale : thisPos.z; + + thisPos.x = thisPos.x > scene_scale ? -scene_scale : thisPos.x; + thisPos.y = thisPos.y > scene_scale ? -scene_scale : thisPos.y; + thisPos.z = thisPos.z > scene_scale ? -scene_scale : thisPos.z; + + pos[index] = thisPos; } // LOOK-2.1 Consider this method of computing a 1D index from a 3D grid index. @@ -340,438 +338,441 @@ __global__ void kernUpdatePos(int N, float dt, glm::vec3 *pos, glm::vec3 *vel) { // for(y) // for(z)? Or some other order? __device__ int gridIndex3Dto1D(int x, int y, int z, int gridResolution) { - return x + y * gridResolution + z * gridResolution * gridResolution; + return x + y * gridResolution + z * gridResolution * gridResolution; } __global__ void kernComputeIndices(int N, int gridResolution, - glm::vec3 gridMin, float inverseCellWidth, - glm::vec3 *pos, int *indices, int *gridIndices) { - // TODO-2.1 - // - Label each boid with the index of its grid cell. - // - Set up a parallel array of integer indices as pointers to the actual - // boid data in pos and vel1/vel2 - int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index >= N) { - return; - } - glm::vec3 posSelf = pos[index]; - glm::ivec3 indSelf = glm::floor((posSelf - gridMin) * inverseCellWidth); - gridIndices[index] = gridIndex3Dto1D(posSelf.x, posSelf.y, posSelf.z, gridResolution); - indices[index] = index; + glm::vec3 gridMin, float inverseCellWidth, + glm::vec3* poss, int* indices, int* gridIndices) { + // TODO-2.1 + // - Label each boid with the index of its grid cell. + // - Set up a parallel array of integer indices as pointers to the actual + // boid data in pos and vel1/vel2 + int idx = threadIdx.x + (blockIdx.x * blockDim.x); + if (idx >= N) { + return; + } + glm::vec3 pos = poss[idx]; + glm::ivec3 indSelf = glm::floor((pos - gridMin) * inverseCellWidth); + gridIndices[idx] = gridIndex3Dto1D(pos.x, pos.y, pos.z, gridResolution); + indices[idx] = idx; } // LOOK-2.1 Consider how this could be useful for indicating that a cell // does not enclose any boids -__global__ void kernResetIntBuffer(int N, int *intBuffer, int value) { - int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index < N) { - intBuffer[index] = value; - } +__global__ void kernResetIntBuffer(int N, int* intBuffer, int value) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index < N) { + intBuffer[index] = value; + } } -__global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, - int *gridCellStartIndices, int *gridCellEndIndices) { - // TODO-2.1 - // Identify the start point of each cell in the gridIndices array. - // This is basically a parallel unrolling of a loop that goes - // "this index doesn't match the one before it, must be a new cell!" - int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index >= N) { - return; - } - // at this point particleGridIndices should be sorted - int curr = particleGridIndices[index]; - - if (index == 0) { - gridCellStartIndices[curr] = index; - return; - } - - int prev = particleGridIndices[index - 1]; - - if (curr != prev) { - gridCellStartIndices[curr] = index; - gridCellEndIndices[prev] = index - 1; - } - - // the last value of particleGridIndices will never be assigned - // to be the end index of the last grid in the particleGridIndices - // array. thus it must be set manually. - gridCellEndIndices[particleGridIndices[N - 1]] = N - 1; +__global__ void kernIdentifyCellStartEnd(int N, int* particleGridIndices, + int* gridCellStartIndices, int* gridCellEndIndices) { + // TODO-2.1 + // Identify the start point of each cell in the gridIndices array. + // This is basically a parallel unrolling of a loop that goes + // "this index doesn't match the one before it, must be a new cell!" + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) { + return; + } + // at this point particleGridIndices should be sorted + int curr = particleGridIndices[index]; + + if (index == 0) { + gridCellStartIndices[curr] = index; + return; + } + + int prev = particleGridIndices[index - 1]; + + if (curr != prev) { + gridCellStartIndices[curr] = index; + gridCellEndIndices[prev] = index - 1; + } + + // the last value of particleGridIndices will never be assigned + // to be the end index of the last grid in the particleGridIndices + // array. thus it must be set manually. + gridCellEndIndices[particleGridIndices[N - 1]] = N - 1; } -__device__ glm::vec3 computeVelocityChangeScattered(int N, int iSelf, const glm::vec3* pos, const glm::vec3* vel, - const int* neighborCells, int* gridCellStartIndices, int* gridCellEndIndices, int* particleArrayIndices) { - // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves - glm::vec3 perceivedCenter(0.f); - glm::vec3 posSelf = pos[iSelf]; - int neighbors = 0; - - for (int i = 0; i < 9; i++) { - if (neighborCells[i] != -1) { - int start = gridCellStartIndices[neighborCells[i]]; - int end = gridCellEndIndices[neighborCells[i]] + 1; - for (int j = start; j < end; j++) { - int iOther = particleArrayIndices[j]; - if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { - perceivedCenter += pos[iOther]; - neighbors++; - } - } - } - } - - if (neighbors != 0) { - perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors - } - glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; - - // Rule 2 Separation: boids try to stay a distance d away from each other - glm::vec3 repulsion(0.f); - for (int i = 0; i < 9; i++) { - if (neighborCells[i] != -1) { - int start = gridCellStartIndices[neighborCells[i]]; - int end = gridCellEndIndices[neighborCells[i]] + 1; - for (int j = start; j < end; j++) { - int iOther = particleArrayIndices[j]; - if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { - repulsion -= (pos[iOther] - posSelf); - } - } - } - } - - velSelf += (repulsion * rule2Scale); - - // Rule 3 Alignment: boids try to match the speed of surrounding boids - glm::vec3 perceivedVelocity(0.f); - neighbors = 0; - for (int i = 0; i < 9; i++) { - if (neighborCells[i] != -1) { - int start = gridCellStartIndices[neighborCells[i]]; - int end = gridCellEndIndices[neighborCells[i]] + 1; - for (int j = start; j < end; j++) { - int iOther = particleArrayIndices[j]; - if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { - perceivedVelocity += vel[iOther]; - neighbors++; - } - } - } - } - - if (neighbors != 0) { - perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors - } - velSelf += (perceivedVelocity * rule3Scale); - - return velSelf; +__device__ glm::vec3 computeVelocityChangeScattered(int N, int iSelf, const glm::vec3* pos, const glm::vec3* vel, + const int* neighborCells, int* gridCellStartIndices, int* gridCellEndIndices, int* particleArrayIndices) { + // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + glm::vec3 perceivedCenter(0.f); + glm::vec3 posSelf = pos[iSelf]; + int neighbors = 0; + + for (int i = 0; i < 9; i++) { + if (neighborCells[i] != -1) { + int start = gridCellStartIndices[neighborCells[i]]; + int end = gridCellEndIndices[neighborCells[i]] + 1; + for (int j = start; j < end; j++) { + int iOther = particleArrayIndices[j]; + if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + perceivedCenter += pos[iOther]; + neighbors++; + } + } + } + } + + if (neighbors != 0) { + perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + } + glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; + + // Rule 2 Separation: boids try to stay a distance d away from each other + glm::vec3 repulsion(0.f); + for (int i = 0; i < 9; i++) { + if (neighborCells[i] != -1) { + int start = gridCellStartIndices[neighborCells[i]]; + int end = gridCellEndIndices[neighborCells[i]] + 1; + for (int j = start; j < end; j++) { + int iOther = particleArrayIndices[j]; + if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + repulsion -= (pos[iOther] - posSelf); + } + } + } + } + + velSelf += (repulsion * rule2Scale); + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + glm::vec3 perceivedVelocity(0.f); + neighbors = 0; + for (int i = 0; i < 9; i++) { + if (neighborCells[i] != -1) { + int start = gridCellStartIndices[neighborCells[i]]; + int end = gridCellEndIndices[neighborCells[i]] + 1; + for (int j = start; j < end; j++) { + int iOther = particleArrayIndices[j]; + if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + perceivedVelocity += vel[iOther]; + neighbors++; + } + } + } + } + + if (neighbors != 0) { + perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors + } + velSelf += (perceivedVelocity * rule3Scale); + + return velSelf; } __global__ void kernUpdateVelNeighborSearchScattered( - int N, int gridResolution, glm::vec3 gridMin, - float inverseCellWidth, float cellWidth, - int *gridCellStartIndices, int *gridCellEndIndices, - int *particleArrayIndices, - glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { - // TODO-2.1 - Update a boid's velocity using the uniform grid to reduce - // the number of boids that need to be checked. - // - Identify the grid cell that this particle is in - // - Identify which cells may contain neighbors. This isn't always 8. - // - For each cell, read the start/end indices in the boid pointer array. - // - Access each boid in the cell and compute velocity change from - // the boids rules, if this boid is within the neighborhood distance. - // - Clamp the speed change before putting the new speed in vel2 - int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index >= N) { - return; - } - - float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); - glm::vec3 posSelf = pos[index]; - glm::vec3 ind3DSelf = glm::floor((posSelf - gridMin) * inverseCellWidth); - glm::ivec3 ind3DMin = glm::clamp(glm::ivec3(glm::floor(ind3DSelf - (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); - glm::ivec3 ind3DMax = glm::clamp(glm::ivec3(glm::floor(ind3DSelf + (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); - - glm::vec3 perceivedCenter(0.f); - int neighborsR1 = 0; - - for (int i = ind3DMin.x; i < ind3DMax.x; i++) { - for (int j = ind3DMin.y; j < ind3DMax.y; j++) { - for (int k = ind3DMin.z; k < ind3DMax.z; k++) { - int neighbor1DInd = gridIndex3Dto1D(i, j, k, gridResolution); - int start = gridCellStartIndices[neighbor1DInd]; - int end = gridCellEndIndices[neighbor1DInd]; - for (int l = start; l <= end; l++) { - // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves - for (int i = 0; i < N; i++) { - if (i != index && glm::distance(posSelf, pos[i]) < rule1Distance) { - perceivedCenter += pos[i]; - neighborsR1++; - } - } - - if (neighborsR1 != 0) { - perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors - } - glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; - - // Rule 2 Separation: boids try to stay a distance d away from each other - glm::vec3 repulsion(0.f); - neighbors = 0; - for (int i = 0; i < N; i++) { - if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { - repulsion -= (pos[i] - posSelf); - neighbors++; - } - } - - velSelf += (repulsion * rule2Scale); - - // Rule 3 Alignment: boids try to match the speed of surrounding boids - glm::vec3 perceivedVelocity(0.f); - neighbors = 0; - for (int i = 0; i < N; i++) { - if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) { - perceivedVelocity += vel[i]; - neighbors++; - } - } - - if (neighbors != 0) { - perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors - } - velSelf += (perceivedVelocity * rule3Scale); - } - } - } - } - - //glm::vec3 neighborDet(0.f); - //glm::vec3 posSelf = pos[index]; - //glm::vec3 posTemp = glm::fract((pos[index] - gridMin) * inverseCellWidth); - - //float3 posSelfF3 = make_float3(posSelf.x, posSelf.y, posSelf.z); - //float3 posTempF3 = make_float3(posTemp.x, posTemp.y, posTemp.z); - - //for (int i = 0; i < 3; i++) { - // if (posTemp[i] == 0.5f) { - // neighborDet[i] = 0.f; - // } - // else if (posTemp[i] < 0.5f) { - // neighborDet[i] = -1.f; - // } - // else if (posTemp[i] > 0.5f) { - // neighborDet[i] = 1.f; - // } - //} - - //float3 nDetF3 = make_float3(neighborDet.x, neighborDet.y, neighborDet.z); - - //glm::vec3 gridMax = gridMin + (gridResolution * cellWidth); - //float3 gridMaxF3 = make_float3(gridMax.x, gridMax.y, gridMax.z); - - - //int neighborCells[9]; - //posTemp = glm::floor(pos[index] - gridMin) * inverseCellWidth; - //neighborCells[8] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); - - //for (int i = 0; i < 2; i++) { - // for (int j = 0; j < 2; j++) { - // for (int k = 0; k < 2; k++) { - // glm::vec3 neighborShift(neighborDet * glm::vec3(i % 2, j % 2, k % 2)); - // glm::vec3 neighborPt = neighborShift * cellWidth + posSelf; - // if (glm::any(glm::lessThan(neighborPt, gridMin)) || glm::any(glm::greaterThan(neighborPt, gridMax))) { - // neighborCells[i * 4 + j * 2 + k] = -1; - // } - // else { - // neighborPt = glm::floor(neighborPt - gridMin) * inverseCellWidth; - // float3 nPtF3 = make_float3(neighborPt.x, neighborPt.y, neighborPt.z); - // neighborCells[i * 4 + j * 2 + k] = gridIndex3Dto1D(neighborPt.x, neighborPt.y, neighborPt.z, gridResolution); - // } - // } - // } - //} - - //// Compute a new velocity based on pos and vel1 - //glm::vec3 velSelf = vel1[index] + computeVelocityChangeScattered(N, index, pos, vel1, neighborCells, gridCellStartIndices, gridCellEndIndices, particleArrayIndices); - //// Clamp the speed - //float speed = glm::length(velSelf); - //if (speed > maxSpeed) - // velSelf = (velSelf / speed) * maxSpeed; - //// Record the new velocity into vel2. Question: why NOT vel1? - //float3 velSelfF3 = make_float3(velSelf.x, velSelf.y, velSelf.z); - //vel2[index] = velSelf; + int N, int gridResolution, glm::vec3 gridMin, + float inverseCellWidth, float cellWidth, + int* gridCellStartIndices, int* gridCellEndIndices, + int* particleArrayIndices, + glm::vec3* pos, glm::vec3* vel1, glm::vec3* vel2) { + // TODO-2.1 - Update a boid's velocity using the uniform grid to reduce + // the number of boids that need to be checked. + // - Identify the grid cell that this particle is in + // - Identify which cells may contain neighbors. This isn't always 8. + // - For each cell, read the start/end indices in the boid pointer array. + // - Access each boid in the cell and compute velocity change from + // the boids rules, if this boid is within the neighborhood distance. + // - Clamp the speed change before putting the new speed in vel2 + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) { + return; + } + + float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); + glm::vec3 posSelf = pos[index]; + glm::vec3 ind3DSelf = glm::floor((posSelf - gridMin) * inverseCellWidth); + glm::ivec3 ind3DMin = glm::clamp(glm::ivec3(glm::floor(ind3DSelf - (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + glm::ivec3 ind3DMax = glm::clamp(glm::ivec3(glm::floor(ind3DSelf + (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + + glm::vec3 perceivedCenter(0.f); + int neighborsR1 = 0; + + for (int i = ind3DMin.x; i < ind3DMax.x; i++) { + for (int j = ind3DMin.y; j < ind3DMax.y; j++) { + for (int k = ind3DMin.z; k < ind3DMax.z; k++) { + int neighbor1DInd = gridIndex3Dto1D(i, j, k, gridResolution); + int start = gridCellStartIndices[neighbor1DInd]; + int end = gridCellEndIndices[neighbor1DInd]; + for (int l = start; l <= end; l++) { + // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + for (int i = 0; i < N; i++) { + if (i != index && glm::distance(posSelf, pos[i]) < rule1Distance) { + perceivedCenter += pos[i]; + neighborsR1++; + } + } + + if (neighborsR1 != 0) { + perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + } + glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; + + // Rule 2 Separation: boids try to stay a distance d away from each other + glm::vec3 repulsion(0.f); + neighbors = 0; + for (int i = 0; i < N; i++) { + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule2Distance) { + repulsion -= (pos[i] - posSelf); + neighbors++; + } + } + + velSelf += (repulsion * rule2Scale); + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + glm::vec3 perceivedVelocity(0.f); + neighbors = 0; + for (int i = 0; i < N; i++) { + if (i != iSelf && glm::distance(posSelf, pos[i]) < rule3Distance) { + perceivedVelocity += vel[i]; + neighbors++; + } + } + + if (neighbors != 0) { + perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors + } + velSelf += (perceivedVelocity * rule3Scale); + } + } + } + } + + //glm::vec3 neighborDet(0.f); + //glm::vec3 posSelf = pos[index]; + //glm::vec3 posTemp = glm::fract((pos[index] - gridMin) * inverseCellWidth); + + //float3 posSelfF3 = make_float3(posSelf.x, posSelf.y, posSelf.z); + //float3 posTempF3 = make_float3(posTemp.x, posTemp.y, posTemp.z); + + //for (int i = 0; i < 3; i++) { + // if (posTemp[i] == 0.5f) { + // neighborDet[i] = 0.f; + // } + // else if (posTemp[i] < 0.5f) { + // neighborDet[i] = -1.f; + // } + // else if (posTemp[i] > 0.5f) { + // neighborDet[i] = 1.f; + // } + //} + + //float3 nDetF3 = make_float3(neighborDet.x, neighborDet.y, neighborDet.z); + + //glm::vec3 gridMax = gridMin + (gridResolution * cellWidth); + //float3 gridMaxF3 = make_float3(gridMax.x, gridMax.y, gridMax.z); + + + //int neighborCells[9]; + //posTemp = glm::floor(pos[index] - gridMin) * inverseCellWidth; + //neighborCells[8] = gridIndex3Dto1D(posTemp.x, posTemp.y, posTemp.z, gridResolution); + + //for (int i = 0; i < 2; i++) { + // for (int j = 0; j < 2; j++) { + // for (int k = 0; k < 2; k++) { + // glm::vec3 neighborShift(neighborDet * glm::vec3(i % 2, j % 2, k % 2)); + // glm::vec3 neighborPt = neighborShift * cellWidth + posSelf; + // if (glm::any(glm::lessThan(neighborPt, gridMin)) || glm::any(glm::greaterThan(neighborPt, gridMax))) { + // neighborCells[i * 4 + j * 2 + k] = -1; + // } + // else { + // neighborPt = glm::floor(neighborPt - gridMin) * inverseCellWidth; + // float3 nPtF3 = make_float3(neighborPt.x, neighborPt.y, neighborPt.z); + // neighborCells[i * 4 + j * 2 + k] = gridIndex3Dto1D(neighborPt.x, neighborPt.y, neighborPt.z, gridResolution); + // } + // } + // } + //} + + //// Compute a new velocity based on pos and vel1 + //glm::vec3 velSelf = vel1[index] + computeVelocityChangeScattered(N, index, pos, vel1, neighborCells, gridCellStartIndices, gridCellEndIndices, particleArrayIndices); + //// Clamp the speed + //float speed = glm::length(velSelf); + //if (speed > maxSpeed) + // velSelf = (velSelf / speed) * maxSpeed; + //// Record the new velocity into vel2. Question: why NOT vel1? + //float3 velSelfF3 = make_float3(velSelf.x, velSelf.y, velSelf.z); + //vel2[index] = velSelf; } __global__ void kernUpdateVelNeighborSearchCoherent( - int N, int gridResolution, glm::vec3 gridMin, - float inverseCellWidth, float cellWidth, - int *gridCellStartIndices, int *gridCellEndIndices, - glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { - // TODO-2.3 - This should be very similar to kernUpdateVelNeighborSearchScattered, - // except with one less level of indirection. - // This should expect gridCellStartIndices and gridCellEndIndices to refer - // directly to pos and vel1. - // - Identify the grid cell that this particle is in - // - Identify which cells may contain neighbors. This isn't always 8. - // - For each cell, read the start/end indices in the boid pointer array. - // DIFFERENCE: For best results, consider what order the cells should be - // checked in to maximize the memory benefits of reordering the boids data. - // - Access each boid in the cell and compute velocity change from - // the boids rules, if this boid is within the neighborhood distance. - // - Clamp the speed change before putting the new speed in vel2 + int N, int gridResolution, glm::vec3 gridMin, + float inverseCellWidth, float cellWidth, + int* gridCellStartIndices, int* gridCellEndIndices, + glm::vec3* pos, glm::vec3* vel1, glm::vec3* vel2) { + // TODO-2.3 - This should be very similar to kernUpdateVelNeighborSearchScattered, + // except with one less level of indirection. + // This should expect gridCellStartIndices and gridCellEndIndices to refer + // directly to pos and vel1. + // - Identify the grid cell that this particle is in + // - Identify which cells may contain neighbors. This isn't always 8. + // - For each cell, read the start/end indices in the boid pointer array. + // DIFFERENCE: For best results, consider what order the cells should be + // checked in to maximize the memory benefits of reordering the boids data. + // - Access each boid in the cell and compute velocity change from + // the boids rules, if this boid is within the neighborhood distance. + // - Clamp the speed change before putting the new speed in vel2 } /** * Step the entire N-body simulation by `dt` seconds. */ void Boids::stepSimulationNaive(float dt) { - // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. - dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); - kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); - checkCUDAErrorWithLine("kernUpdateVelocityBruteForce failed!"); - kernUpdatePos <<>> (numObjects, dt, dev_pos, dev_vel2); - checkCUDAErrorWithLine("kernUpdatePos failed!"); - // TODO-1.2 ping-pong the velocity buffers - cudaMemcpy(dev_vel1, dev_vel2, numObjects * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); - checkCUDAErrorWithLine("memcpy back failed!"); + // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + // use the 3 boid rules to compute the new velocity of every boid + kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); + checkCUDAErrorWithLine("kernUpdateVelocityBruteForce failed!"); + // compute the new position based on the computed velocity + kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); + checkCUDAErrorWithLine("kernUpdatePos failed!"); + // TODO-1.2 ping-pong the velocity buffers + dev_vel1 = dev_vel2; + // cudaMemcpy(dev_vel1, dev_vel2, numObjects * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); + // checkCUDAErrorWithLine("memcpy back failed!"); } void Boids::stepSimulationScatteredGrid(float dt) { - // TODO-2.1 - // Uniform Grid Neighbor search using Thrust sort. - // In Parallel: - // - label each particle with its array index as well as its grid index. - // Use 2x width grids. - // - Unstable key sort using Thrust. A stable sort isn't necessary, but you - // are welcome to do a performance comparison. - // - Naively unroll the loop for finding the start and end indices of each - // cell's data pointers in the array of boid indices - // - Perform velocity updates using neighbor search - // - Update positions - // - Ping-pong buffers as needed - int N = numObjects; - dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); // inexpensive way of computing the ceiling of the division - // int gridCellCount; - // int gridSideCount; - // float gridCellWidth; - // float gridInverseCellWidth; - // glm::vec3 gridMinimum; - kernComputeIndices<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); - checkCUDAErrorWithLine("kernComputeIndices failed!"); - - // Wrap device vectors in thrust iterators for use with thrust. - thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); - thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); - // thrust::sort_by_key - thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); - - kernIdentifyCellStartEnd<<>>(N, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); - checkCUDAErrorWithLine("kernIdentifyCellStartEnd failed!"); - - kernUpdateVelNeighborSearchScattered<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); - checkCUDAErrorWithLine("kernUpdateVelNeighborSearchScattered failed!"); - - //kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); - //checkCUDAErrorWithLine("kernUpdatePos failed!"); - - //cudaMemcpy(dev_vel1, dev_vel2, N * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); - //checkCUDAErrorWithLine("memcpy back failed!"); + // TODO-2.1 + // Uniform Grid Neighbor search using Thrust sort. + // In Parallel: + // - label each particle with its array index as well as its grid index. + // Use 2x width grids. + // - Unstable key sort using Thrust. A stable sort isn't necessary, but you + // are welcome to do a performance comparison. + // - Naively unroll the loop for finding the start and end indices of each + // cell's data pointers in the array of boid indices + // - Perform velocity updates using neighbor search + // - Update positions + // - Ping-pong buffers as needed + int N = numObjects; + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); // inexpensive way of computing the ceiling of the division + // int gridCellCount; + // int gridSideCount; + // float gridCellWidth; + // float gridInverseCellWidth; + // glm::vec3 gridMinimum; + kernComputeIndices << > > (N, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); + checkCUDAErrorWithLine("kernComputeIndices failed!"); + + // Wrap device vectors in thrust iterators for use with thrust. + thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); + thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); + // thrust::sort_by_key + thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); + + kernIdentifyCellStartEnd<<>>(N, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); + checkCUDAErrorWithLine("kernIdentifyCellStartEnd failed!"); + + kernUpdateVelNeighborSearchScattered<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); + checkCUDAErrorWithLine("kernUpdateVelNeighborSearchScattered failed!"); + + //kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); + //checkCUDAErrorWithLine("kernUpdatePos failed!"); + + //cudaMemcpy(dev_vel1, dev_vel2, N * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); + //checkCUDAErrorWithLine("memcpy back failed!"); } void Boids::stepSimulationCoherentGrid(float dt) { - // TODO-2.3 - start by copying Boids::stepSimulationNaiveGrid - // Uniform Grid Neighbor search using Thrust sort on cell-coherent data. - // In Parallel: - // - Label each particle with its array index as well as its grid index. - // Use 2x width grids - // - Unstable key sort using Thrust. A stable sort isn't necessary, but you - // are welcome to do a performance comparison. - // - Naively unroll the loop for finding the start and end indices of each - // cell's data pointers in the array of boid indices - // - BIG DIFFERENCE: use the rearranged array index buffer to reshuffle all - // the particle data in the simulation array. - // CONSIDER WHAT ADDITIONAL BUFFERS YOU NEED - // - Perform velocity updates using neighbor search - // - Update positions - // - Ping-pong buffers as needed. THIS MAY BE DIFFERENT FROM BEFORE. + // TODO-2.3 - start by copying Boids::stepSimulationNaiveGrid + // Uniform Grid Neighbor search using Thrust sort on cell-coherent data. + // In Parallel: + // - Label each particle with its array index as well as its grid index. + // Use 2x width grids + // - Unstable key sort using Thrust. A stable sort isn't necessary, but you + // are welcome to do a performance comparison. + // - Naively unroll the loop for finding the start and end indices of each + // cell's data pointers in the array of boid indices + // - BIG DIFFERENCE: use the rearranged array index buffer to reshuffle all + // the particle data in the simulation array. + // CONSIDER WHAT ADDITIONAL BUFFERS YOU NEED + // - Perform velocity updates using neighbor search + // - Update positions + // - Ping-pong buffers as needed. THIS MAY BE DIFFERENT FROM BEFORE. } void Boids::endSimulation() { - cudaFree(dev_vel1); - cudaFree(dev_vel2); - cudaFree(dev_pos); - - // TODO-2.1 TODO-2.3 - Free any additional buffers here. - cudaFree(dev_particleArrayIndices); - cudaFree(dev_particleGridIndices); - cudaFree(dev_gridCellStartIndices); - cudaFree(dev_gridCellEndIndices); - checkCUDAErrorWithLine("cudaFree failed!"); + cudaFree(dev_vel1); + cudaFree(dev_vel2); + cudaFree(dev_pos); + + // TODO-2.1 TODO-2.3 - Free any additional buffers here. + cudaFree(dev_particleArrayIndices); + cudaFree(dev_particleGridIndices); + cudaFree(dev_gridCellStartIndices); + cudaFree(dev_gridCellEndIndices); + checkCUDAErrorWithLine("cudaFree failed!"); } void Boids::unitTest() { - // LOOK-1.2 Feel free to write additional tests here. - - // test unstable sort - int *dev_intKeys; - int *dev_intValues; - int N = 10; - - std::unique_ptrintKeys{ new int[N] }; - std::unique_ptrintValues{ new int[N] }; - - intKeys[0] = 0; intValues[0] = 0; - intKeys[1] = 1; intValues[1] = 1; - intKeys[2] = 0; intValues[2] = 2; - intKeys[3] = 3; intValues[3] = 3; - intKeys[4] = 0; intValues[4] = 4; - intKeys[5] = 2; intValues[5] = 5; - intKeys[6] = 2; intValues[6] = 6; - intKeys[7] = 0; intValues[7] = 7; - intKeys[8] = 5; intValues[8] = 8; - intKeys[9] = 6; intValues[9] = 9; - - cudaMalloc((void**)&dev_intKeys, N * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_intKeys failed!"); - - cudaMalloc((void**)&dev_intValues, N * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_intValues failed!"); - - dim3 fullBlocksPerGrid((N + blockSize - 1) / blockSize); - - std::cout << "before unstable sort: " << std::endl; - for (int i = 0; i < N; i++) { - std::cout << " key: " << intKeys[i]; - std::cout << " value: " << intValues[i] << std::endl; - } - - // How to copy data to the GPU - cudaMemcpy(dev_intKeys, intKeys.get(), sizeof(int) * N, cudaMemcpyHostToDevice); - cudaMemcpy(dev_intValues, intValues.get(), sizeof(int) * N, cudaMemcpyHostToDevice); - - // Wrap device vectors in thrust iterators for use with thrust. - thrust::device_ptr dev_thrust_keys(dev_intKeys); - thrust::device_ptr dev_thrust_values(dev_intValues); - // LOOK-2.1 Example for using thrust::sort_by_key - thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + N, dev_thrust_values); - - // How to copy data back to the CPU side from the GPU - cudaMemcpy(intKeys.get(), dev_intKeys, sizeof(int) * N, cudaMemcpyDeviceToHost); - cudaMemcpy(intValues.get(), dev_intValues, sizeof(int) * N, cudaMemcpyDeviceToHost); - checkCUDAErrorWithLine("memcpy back failed!"); - - std::cout << "after unstable sort: " << std::endl; - for (int i = 0; i < N; i++) { - std::cout << " key: " << intKeys[i]; - std::cout << " value: " << intValues[i] << std::endl; - } - - // cleanup - cudaFree(dev_intKeys); - cudaFree(dev_intValues); - checkCUDAErrorWithLine("cudaFree failed!"); - return; + // LOOK-1.2 Feel free to write additional tests here. + + // test unstable sort + int* dev_intKeys; + int* dev_intValues; + int N = 10; + + std::unique_ptrintKeys{ new int[N] }; + std::unique_ptrintValues{ new int[N] }; + + intKeys[0] = 0; intValues[0] = 0; + intKeys[1] = 1; intValues[1] = 1; + intKeys[2] = 0; intValues[2] = 2; + intKeys[3] = 3; intValues[3] = 3; + intKeys[4] = 0; intValues[4] = 4; + intKeys[5] = 2; intValues[5] = 5; + intKeys[6] = 2; intValues[6] = 6; + intKeys[7] = 0; intValues[7] = 7; + intKeys[8] = 5; intValues[8] = 8; + intKeys[9] = 6; intValues[9] = 9; + + cudaMalloc((void**)&dev_intKeys, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_intKeys failed!"); + + cudaMalloc((void**)&dev_intValues, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_intValues failed!"); + + dim3 fullBlocksPerGrid((N + blockSize - 1) / blockSize); + + std::cout << "before unstable sort: " << std::endl; + for (int i = 0; i < N; i++) { + std::cout << " key: " << intKeys[i]; + std::cout << " value: " << intValues[i] << std::endl; + } + + // How to copy data to the GPU + cudaMemcpy(dev_intKeys, intKeys.get(), sizeof(int) * N, cudaMemcpyHostToDevice); + cudaMemcpy(dev_intValues, intValues.get(), sizeof(int) * N, cudaMemcpyHostToDevice); + + // Wrap device vectors in thrust iterators for use with thrust. + thrust::device_ptr dev_thrust_keys(dev_intKeys); + thrust::device_ptr dev_thrust_values(dev_intValues); + // LOOK-2.1 Example for using thrust::sort_by_key + thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + N, dev_thrust_values); + + // How to copy data back to the CPU side from the GPU + cudaMemcpy(intKeys.get(), dev_intKeys, sizeof(int) * N, cudaMemcpyDeviceToHost); + cudaMemcpy(intValues.get(), dev_intValues, sizeof(int) * N, cudaMemcpyDeviceToHost); + checkCUDAErrorWithLine("memcpy back failed!"); + + std::cout << "after unstable sort: " << std::endl; + for (int i = 0; i < N; i++) { + std::cout << " key: " << intKeys[i]; + std::cout << " value: " << intValues[i] << std::endl; + } + + // cleanup + cudaFree(dev_intKeys); + cudaFree(dev_intValues); + checkCUDAErrorWithLine("cudaFree failed!"); + return; } From 44e0f9e0ff0f0a9f71e2835df429338ed7840a5b Mon Sep 17 00:00:00 2001 From: spencerwb Date: Sat, 3 Oct 2020 14:13:50 -0400 Subject: [PATCH 17/22] added word doc with screenshots --- images/screenshots.docx | Bin 0 -> 632690 bytes src/kernel.cu | 2 ++ src/main.cpp | 2 +- 3 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 images/screenshots.docx diff --git a/images/screenshots.docx b/images/screenshots.docx new file mode 100644 index 0000000000000000000000000000000000000000..419c2d9b4afbd53292e6aae33e47cdcd53427549 GIT binary patch literal 632690 zcmeFYV|ZoVx-A-3Y*i(x*tTukM#Z*Wv2EM7ZCC81Vpr@ltG>1FUgzw)*S`0D_uo0= z8A;|d`$(T-^!~Q?s!cgbP%u=WPe71BKtT9F`IqfqjevoG6u^OiP=FvoGzD#}9gVCV zb(P#~jU2RTT&*ne^1wjIa)3Yp*Z-g6f8!NsNEkQor$ZEe2z(EiZCaLSBP$#j&5Jg| zGJOUPV{#U{6Hw6c*^kJ*l{vkJISNf*gt@f1+i;xG9$U(SQpsP8 zPb1ml=md=Z7U2bg%uys5!e=|>Fdt!=U;>@=Y82F~)dy5{6^9>b 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zy$g%gdTiUVs#&T;7Aiwb7EA-s=8#QW_CUN&hhWr5B7N*bWCag;%9GzOb5xGu{eOVK_|Ap=QxmGZhGkOMFdjSc^W+^OG;Kbzvj$zfO1b zn!M*mjjRxl&ArY_D>HA`kCS9r)?KJC=+LcixQ!EBcNwp%sV<;_zqWV0Ixr~0H-khg zZIFMhFvaZOKJ*4Hor4gkJQ2q){3;Ok{R0>KGKl}Wp({B9woXYiKuMLgz5ufi=)ajF z4u3!M)i0VW?_oqHT+}REi7(B(TjG=7)#EBJ8APR7u0+PhkS^=}A%bz-If^zW&iu%A zj(^u>T7LS3t+xYlR^zMEfW>j6QX28Vc%Z%DSa+NmQd*cteoyeBmSy@LZ#ZRbp#En{ zpDlcrCD|IGz##`e4ZTKH-U`L6y;+|THka+@f>M1g)lGa5wpL%fDVu`RvR_yfTXeWX zclcys4T9e*JjgbL9Nr^|Qx%U5yjL@Z>i}NWsXc6?-YXXw399}%Hf7b%A7d4JS|)GZ z6cca*#Kb7&cy=iyD95N^&ql;y%hOyH#9!T$!Cp?iwpp{!)3q*~{ zJO&L#w>(~Ea=#gcxi4R2ZsjGjXMULi@6T3w59VV3n}VspW`?%}|LVP9rU32lOo4%& z-Tx;Fevu<-io{eVRnpO?mOxjJT(0$=g9c?z(-(nC%JeDW+lcUiE5Qw<` zsQ)~HyGlmY%v=sB2JIkGVScK#<2f<4p<4t(c2a52Ka!2p1E@a+EY zv-*Fa!Tg%DHCTz??*6ZmnkV_=5TF16W|TiBLw*T^ga1>~-(~!v2zcV;_e2KRXi!r~ z`V0^F?fA{1;8zj?(<#3zVr^n$|J_63pCbM_ zqw`Aydf1;L{yx9+PxwFC-d}Kzs6XNV;C}xp;Xi53Uw8l@JQ^PGUnJ*0;r}F=ehJ`@ z`%C}-rJVi={%7;}3;aFvPw;; Date: Sat, 3 Oct 2020 14:42:42 -0400 Subject: [PATCH 18/22] left off at kernIdentifyCellStartEnd --- src/kernel.cu | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 668fffe..d3037bb 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -54,6 +54,7 @@ void checkCUDAError(const char* msg, int line = -1) { #define maxSpeed 1.0f /*! Size of the starting area in simulation space. */ +// i think the scene_scale actually represents the distance from the origin to the positive extent of the simulation space #define scene_scale 100.0f /*********************************************** @@ -159,8 +160,8 @@ void Boids::initSimulation(int N) { checkCUDAErrorWithLine("kernGenerateRandomPosArray failed!"); // LOOK-2.1 computing grid params - gridCellWidth = 2.0f * std::max(std::max(rule1Distance, rule2Distance), rule3Distance); - int halfSideCount = (int)(scene_scale / gridCellWidth) + 1; + gridCellWidth = 2.0f * std::max(std::max(rule1Distance, rule2Distance), rule3Distance); // doubled because rule distances would be radii + int halfSideCount = (int)(scene_scale / gridCellWidth) + 1; // i think the scene_scale actually represents the distance from the origin to the positive extent of the simulation space gridSideCount = 2 * halfSideCount; gridCellCount = gridSideCount * gridSideCount * gridSideCount; @@ -353,8 +354,8 @@ __global__ void kernComputeIndices(int N, int gridResolution, return; } glm::vec3 pos = poss[idx]; - glm::ivec3 indSelf = glm::floor((pos - gridMin) * inverseCellWidth); - gridIndices[idx] = gridIndex3Dto1D(pos.x, pos.y, pos.z, gridResolution); + glm::ivec3 gridIdx = glm::floor((pos - gridMin) * inverseCellWidth); + gridIndices[idx] = gridIndex3Dto1D(gridIdx.x, gridIdx.y, gridIdx.z, gridResolution); indices[idx] = idx; } From b2754949fdeaf6b5ef1fba7743f11130e4864071 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Tue, 1 Dec 2020 23:19:12 -0500 Subject: [PATCH 19/22] save --- src/kernel.cu | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index d3037bb..f680c50 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -482,11 +482,20 @@ __global__ void kernUpdateVelNeighborSearchScattered( // - Access each boid in the cell and compute velocity change from // the boids rules, if this boid is within the neighborhood distance. // - Clamp the speed change before putting the new speed in vel2 - int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index >= N) { + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx >= N) { return; } + float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); + glm::vec3 thisPos = pos[idx]; + + glm::vec3 gridIdx3D = glm::floor((thisPos - gridMin) * inverseCellWidth); + int gridIdx1D = gridIndex3Dto1D(gridIdx3D.x, gridIdx3D.y, gridIdx3D.z, gridResolution); + + glm::ivec3 idx3DMin = glm::clamp(glm::ivec3(glm::floor(gridIdx3D - (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + glm::ivec3 idx3DMax = glm::clamp(glm::ivec3(glm::floor(gridIdx3D + (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + /* float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); glm::vec3 posSelf = pos[index]; From 84b3794f35f0ca457fb2a3adcc5c4c907d140251 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Wed, 2 Dec 2020 00:35:43 -0500 Subject: [PATCH 20/22] save --- src/kernel.cu | 197 ++++++++++++++++++++++++++++++++------------------ src/main.cpp | 2 +- 2 files changed, 129 insertions(+), 70 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index f680c50..ba36693 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -244,9 +244,9 @@ void Boids::copyBoidsToVBO(float* vbodptr_positions, float* vbodptr_velocities) * Compute the new velocity on the body with index `iSelf` due to the `N` boids * in the `pos` and `vel` arrays. */ -__device__ glm::vec3 computeVelocityChange(int N, int idx, const glm::vec3* poss, const glm::vec3* vels) { +__device__ glm::vec3 computeVelocityChange(int N, int idx, const glm::vec3* pos, const glm::vec3* vel) { - glm::vec3 pos = poss[idx]; + glm::vec3 thisPos = pos[idx]; glm::vec3 perceivedCenter(0.f); glm::vec3 repulsion(0.f); @@ -257,19 +257,19 @@ __device__ glm::vec3 computeVelocityChange(int N, int idx, const glm::vec3* poss for (int i = 0; i < N; i++) { // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves - if (i != idx && glm::distance(pos, poss[i]) < rule1Distance) { - perceivedCenter += poss[i]; + if (i != idx && glm::distance(thisPos, pos[i]) < rule1Distance) { + perceivedCenter += pos[i]; neighbors1++; } // Rule 2 Separation: boids try to stay a distance d away from each other - if (i != idx && glm::distance(pos, poss[i]) < rule2Distance) { - repulsion -= (poss[i] - pos); + if (i != idx && glm::distance(thisPos, pos[i]) < rule2Distance) { + repulsion -= (pos[i] - thisPos); } // Rule 3 Alignment: boids try to match the speed of surrounding boids - if (i != idx && glm::distance(pos, poss[i]) < rule3Distance) { - perceivedVelocity += vels[i]; + if (i != idx && glm::distance(thisPos, pos[i]) < rule3Distance) { + perceivedVelocity += vel[i]; neighbors3++; } } @@ -282,9 +282,7 @@ __device__ glm::vec3 computeVelocityChange(int N, int idx, const glm::vec3* poss perceivedVelocity /= neighbors3; // compute the perceived average velocity by dividing by the number of neighbors } - glm::vec3 vel = ((perceivedCenter - pos) * rule1Scale) + (repulsion * rule2Scale) + (perceivedVelocity * rule3Scale); - - return vel; + return ((perceivedCenter - thisPos) * rule1Scale) + (repulsion * rule2Scale) + (perceivedVelocity * rule3Scale); } /** @@ -400,72 +398,122 @@ __global__ void kernIdentifyCellStartEnd(int N, int* particleGridIndices, } -__device__ glm::vec3 computeVelocityChangeScattered(int N, int iSelf, const glm::vec3* pos, const glm::vec3* vel, - const int* neighborCells, int* gridCellStartIndices, int* gridCellEndIndices, int* particleArrayIndices) { +__device__ glm::vec3 computeVelocityChangeScattered(int N, int gridResolution, int idx, const glm::vec3* pos, const glm::vec3* vel, + glm::ivec3 minIdx3D, glm::ivec3 maxIdx3D, int* gridCellStartIndices, int* gridCellEndIndices, int* particleArrayIndices) { // Rule 1 Cohesion: boids fly towards their local perceived center of mass, which excludes themselves + glm::vec3 thisPos = pos[idx]; + glm::vec3 perceivedCenter(0.f); - glm::vec3 posSelf = pos[iSelf]; - int neighbors = 0; - - for (int i = 0; i < 9; i++) { - if (neighborCells[i] != -1) { - int start = gridCellStartIndices[neighborCells[i]]; - int end = gridCellEndIndices[neighborCells[i]] + 1; - for (int j = start; j < end; j++) { - int iOther = particleArrayIndices[j]; - if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { - perceivedCenter += pos[iOther]; - neighbors++; + glm::vec3 repulsion(0.f); + glm::vec3 perceivedVelocity(0.f); + + int neighbors1 = 0; + int neighbors3 = 0; + + for (int k = minIdx3D.z; k < maxIdx3D.z; k++) { + for (int j = minIdx3D.y; j < maxIdx3D.y; j++) { + for (int i = minIdx3D.x; i < maxIdx3D.x; i++) { + glm::ivec3 gridIdx3D = glm::ivec3(i, j, k); + int gridIdx1D = gridIndex3Dto1D(gridIdx3D.x, gridIdx3D.y, gridIdx3D.z, gridResolution); + int start = gridCellStartIndices[gridIdx1D]; + int end = gridCellEndIndices[gridIdx1D]; + for (int l = start; l < end - start; l++) { + // exclude the boid's own data for velocity calculation + if (l == idx) continue; + + int thatIdx = particleArrayIndices[l]; + glm::vec3 thatPos = pos[l]; + // Rule 1 Cohesion: boids fly towards their local perceived center of mass + if (glm::distance(thisPos, thatPos) < rule1Distance) { + perceivedCenter += thatPos; + neighbors1++; + } + + // Rule 2 Separation: boids try to stay a distance d away from each other + if (glm::distance(thisPos, thatPos) < rule2Distance) { + repulsion -= (thatPos - thisPos); + } + + // Rule 3 Alignment: boids try to match the speed of surrounding boids + if (glm::distance(thisPos, thatPos) < rule3Distance) { + perceivedVelocity += vel[l]; + neighbors3++; + } } } } } - if (neighbors != 0) { - perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + if (neighbors1 != 0) { + perceivedCenter /= neighbors1; // compute the perceived center of mass by dividing by the number of neighbors } - glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; - // Rule 2 Separation: boids try to stay a distance d away from each other - glm::vec3 repulsion(0.f); - for (int i = 0; i < 9; i++) { - if (neighborCells[i] != -1) { - int start = gridCellStartIndices[neighborCells[i]]; - int end = gridCellEndIndices[neighborCells[i]] + 1; - for (int j = start; j < end; j++) { - int iOther = particleArrayIndices[j]; - if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { - repulsion -= (pos[iOther] - posSelf); - } - } - } + if (neighbors3 != 0) { + perceivedVelocity /= neighbors3; // compute the perceived average velocity by dividing by the number of neighbors } - velSelf += (repulsion * rule2Scale); + return ((perceivedCenter - thisPos) * rule1Scale) + (repulsion * rule2Scale) + (perceivedVelocity * rule3Scale); + + + //for (int i = 0; i < 9; i++) { + // if (neighborCells[i] != -1) { + // int start = gridCellStartIndices[neighborCells[i]]; + // int end = gridCellEndIndices[neighborCells[i]] + 1; + // for (int j = start; j < end; j++) { + // int iOther = particleArrayIndices[j]; + // if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + // perceivedCenter += pos[iOther]; + // neighbors++; + // } + // } + // } + //} - // Rule 3 Alignment: boids try to match the speed of surrounding boids - glm::vec3 perceivedVelocity(0.f); - neighbors = 0; - for (int i = 0; i < 9; i++) { - if (neighborCells[i] != -1) { - int start = gridCellStartIndices[neighborCells[i]]; - int end = gridCellEndIndices[neighborCells[i]] + 1; - for (int j = start; j < end; j++) { - int iOther = particleArrayIndices[j]; - if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { - perceivedVelocity += vel[iOther]; - neighbors++; - } - } - } - } + //if (neighbors != 0) { + // perceivedCenter /= neighbors; // compute the perceived center of mass by dividing by the number of neighbors + //} + //glm::vec3 velSelf = (perceivedCenter - posSelf) * rule1Scale; + + //// Rule 2 Separation: boids try to stay a distance d away from each other + //glm::vec3 repulsion(0.f); + //for (int i = 0; i < 9; i++) { + // if (neighborCells[i] != -1) { + // int start = gridCellStartIndices[neighborCells[i]]; + // int end = gridCellEndIndices[neighborCells[i]] + 1; + // for (int j = start; j < end; j++) { + // int iOther = particleArrayIndices[j]; + // if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + // repulsion -= (pos[iOther] - posSelf); + // } + // } + // } + //} - if (neighbors != 0) { - perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors - } - velSelf += (perceivedVelocity * rule3Scale); + //velSelf += (repulsion * rule2Scale); + + //// Rule 3 Alignment: boids try to match the speed of surrounding boids + //glm::vec3 perceivedVelocity(0.f); + //neighbors = 0; + //for (int i = 0; i < 9; i++) { + // if (neighborCells[i] != -1) { + // int start = gridCellStartIndices[neighborCells[i]]; + // int end = gridCellEndIndices[neighborCells[i]] + 1; + // for (int j = start; j < end; j++) { + // int iOther = particleArrayIndices[j]; + // if (iOther != iSelf && glm::distance(posSelf, pos[iOther]) < rule1Distance) { + // perceivedVelocity += vel[iOther]; + // neighbors++; + // } + // } + // } + //} - return velSelf; + //if (neighbors != 0) { + // perceivedVelocity /= neighbors; // compute the perceived average velocity by dividing by the number of neighbors + //} + //velSelf += (perceivedVelocity * rule3Scale); + + //return velSelf; } __global__ void kernUpdateVelNeighborSearchScattered( @@ -493,8 +541,19 @@ __global__ void kernUpdateVelNeighborSearchScattered( glm::vec3 gridIdx3D = glm::floor((thisPos - gridMin) * inverseCellWidth); int gridIdx1D = gridIndex3Dto1D(gridIdx3D.x, gridIdx3D.y, gridIdx3D.z, gridResolution); - glm::ivec3 idx3DMin = glm::clamp(glm::ivec3(glm::floor(gridIdx3D - (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); - glm::ivec3 idx3DMax = glm::clamp(glm::ivec3(glm::floor(gridIdx3D + (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + glm::ivec3 minIdx3D = glm::clamp(glm::ivec3(glm::floor(gridIdx3D - (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + glm::ivec3 maxIdx3D = glm::clamp(glm::ivec3(glm::floor(gridIdx3D + (radius * inverseCellWidth))), glm::ivec3(0), glm::ivec3(gridResolution)); + + glm::vec3 vel = vel1[idx] + computeVelocityChangeScattered(N, gridResolution, idx, pos, vel1, minIdx3D, maxIdx3D, gridCellStartIndices, gridCellEndIndices, particleArrayIndices); + // Clamp the speed + float speed = glm::length(vel); + if (speed > maxSpeed) + vel = (vel / speed) * maxSpeed; + // Record the new velocity into vel2. Question: why NOT vel1? + // since this is all happening in parallel, other threads may have read in the revised information + // when they should have read the original information + vel2[idx] = vel; + /* float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); @@ -672,6 +731,7 @@ void Boids::stepSimulationScatteredGrid(float dt) { // float gridCellWidth; // float gridInverseCellWidth; // glm::vec3 gridMinimum; + // dev_particleArrayIndices is the sorted array of particle indices by grid index kernComputeIndices << > > (N, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); checkCUDAErrorWithLine("kernComputeIndices failed!"); @@ -687,11 +747,10 @@ void Boids::stepSimulationScatteredGrid(float dt) { kernUpdateVelNeighborSearchScattered<<>>(N, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); checkCUDAErrorWithLine("kernUpdateVelNeighborSearchScattered failed!"); - //kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); - //checkCUDAErrorWithLine("kernUpdatePos failed!"); + kernUpdatePos<<>>(N, dt, dev_pos, dev_vel2); + checkCUDAErrorWithLine("kernUpdatePos failed!"); - //cudaMemcpy(dev_vel1, dev_vel2, N * sizeof(glm::vec3), cudaMemcpyDeviceToDevice); - //checkCUDAErrorWithLine("memcpy back failed!"); + dev_vel1 = dev_vel2; } void Boids::stepSimulationCoherentGrid(float dt) { diff --git a/src/main.cpp b/src/main.cpp index b82c8c6..063a977 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -14,7 +14,7 @@ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID #define VISUALIZE 1 -#define UNIFORM_GRID 0 +#define UNIFORM_GRID 1 #define COHERENT_GRID 0 // LOOK-1.2 - change this to adjust particle count in the simulation From b46fb01463081713880528102a1a1b075dc2e246 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Wed, 2 Dec 2020 00:44:34 -0500 Subject: [PATCH 21/22] save --- src/kernel.cu | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index ba36693..d28fbc5 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -418,11 +418,11 @@ __device__ glm::vec3 computeVelocityChangeScattered(int N, int gridResolution, i int start = gridCellStartIndices[gridIdx1D]; int end = gridCellEndIndices[gridIdx1D]; for (int l = start; l < end - start; l++) { + int thatIdx = particleArrayIndices[l]; // exclude the boid's own data for velocity calculation - if (l == idx) continue; + if (thatIdx == idx) continue; - int thatIdx = particleArrayIndices[l]; - glm::vec3 thatPos = pos[l]; + glm::vec3 thatPos = pos[thatIdx]; // Rule 1 Cohesion: boids fly towards their local perceived center of mass if (glm::distance(thisPos, thatPos) < rule1Distance) { perceivedCenter += thatPos; @@ -436,7 +436,7 @@ __device__ glm::vec3 computeVelocityChangeScattered(int N, int gridResolution, i // Rule 3 Alignment: boids try to match the speed of surrounding boids if (glm::distance(thisPos, thatPos) < rule3Distance) { - perceivedVelocity += vel[l]; + perceivedVelocity += vel[thatIdx]; neighbors3++; } } From b345f9c92151d9766b4c381b1e46a37facfd2e23 Mon Sep 17 00:00:00 2001 From: spencerwb Date: Wed, 2 Dec 2020 01:20:11 -0500 Subject: [PATCH 22/22] save --- src/kernel.cu | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index d28fbc5..05a8d26 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -452,7 +452,7 @@ __device__ glm::vec3 computeVelocityChangeScattered(int N, int gridResolution, i perceivedVelocity /= neighbors3; // compute the perceived average velocity by dividing by the number of neighbors } - return ((perceivedCenter - thisPos) * rule1Scale) + (repulsion * rule2Scale) + (perceivedVelocity * rule3Scale); + return ((perceivedCenter - thisPos) * rule1Scale * 0.f) + (repulsion * rule2Scale) + (perceivedVelocity * rule3Scale * 0.f); //for (int i = 0; i < 9; i++) { @@ -554,7 +554,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( // when they should have read the original information vel2[idx] = vel; - + vel2[idx] = gridIdx3D / float(gridResolution); /* float radius = imax(rule1Distance, imax(rule2Distance, rule3Distance)); glm::vec3 posSelf = pos[index];