From 1344576823e72a85187faa9fcfca6c3b66e13925 Mon Sep 17 00:00:00 2001 From: WILLIAM HO Date: Mon, 4 Sep 2017 12:15:58 -0400 Subject: [PATCH 01/27] added some comments for myself --- src/kernel.cu | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/src/kernel.cu b/src/kernel.cu index aaf0fbf..34a172c 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -243,6 +243,11 @@ __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 + //Compute the index for the boid + //pass the index and other paramters into computeVelocityChange + //Some line in here will look like vel2[i] = some final answer. + //That final answer will be some operation on pos[i] and vel1[i] + //Where i is the index of the boid (?) // Clamp the speed // Record the new velocity into vel2. Question: why NOT vel1? } From 6de7a53efd7e4c48e7bdf5ed899a68f583fcccd7 Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 00:33:26 -0400 Subject: [PATCH 02/27] some code has finally been added --- src/kernel.cu | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) mode change 100644 => 100755 src/kernel.cu diff --git a/src/kernel.cu b/src/kernel.cu old mode 100644 new mode 100755 index 34a172c..f61f28d --- a/src/kernel.cu +++ b/src/kernel.cu @@ -236,6 +236,14 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po return glm::vec3(0.0f, 0.0f, 0.0f); } +/** +* Helper function to determine if boids are close enough together to matter +*/ + +__device__ bool withinRuleDistance(float ruleDistance, const glm::vec3 *pos1, const glm::vec3 *pos2) { + return false; +} + /** * TODO-1.2 implement basic flocking * For each of the `N` bodies, update its position based on its current velocity. @@ -248,6 +256,17 @@ __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, //Some line in here will look like vel2[i] = some final answer. //That final answer will be some operation on pos[i] and vel1[i] //Where i is the index of the boid (?) + //Rule 1 + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= N) { + return; + } + glm::vec3 perceivedCenter = glm::vec3(0.0f); + for (int i = 0; i < N; i++) { + if (i != index ) { + + } + } // Clamp the speed // Record the new velocity into vel2. Question: why NOT vel1? } @@ -353,6 +372,7 @@ __global__ void kernUpdateVelNeighborSearchCoherent( */ void Boids::stepSimulationNaive(float dt) { // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. + //step forward // TODO-1.2 ping-pong the velocity buffers } From 51d2696ef1a4ed2525325382533f145e56fbd68d Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 00:35:52 -0400 Subject: [PATCH 03/27] little bit mroe code --- src/kernel.cu | 15 ++++----------- 1 file changed, 4 insertions(+), 11 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index f61f28d..b2c0011 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -240,8 +240,9 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po * Helper function to determine if boids are close enough together to matter */ -__device__ bool withinRuleDistance(float ruleDistance, const glm::vec3 *pos1, const glm::vec3 *pos2) { - return false; +__device__ bool withinRuleDistance(float ruleDistance, glm::vec3 pos1, glm::vec3 pos2) { + glm::vec3 distanceVector = pos2 - pos1; + return glm::length(distanceVector) < ruleDistance; } /** @@ -258,15 +259,7 @@ __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, //Where i is the index of the boid (?) //Rule 1 int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index >= N) { - return; - } - glm::vec3 perceivedCenter = glm::vec3(0.0f); - for (int i = 0; i < N; i++) { - if (i != index ) { - - } - } + glm::vec3 newVel = computeVelocityChange(N, index, pos, vel1); // Clamp the speed // Record the new velocity into vel2. Question: why NOT vel1? } From 3cf8bf6e862ad3e746a72b68f55c3f757d0c6970 Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 09:45:43 -0400 Subject: [PATCH 04/27] filled in high level function kernUpdateVelocityBruteForce --- src/kernel.cu | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/kernel.cu b/src/kernel.cu index b2c0011..ab2cfda 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -261,7 +261,11 @@ __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, int index = threadIdx.x + (blockIdx.x * blockDim.x); glm::vec3 newVel = computeVelocityChange(N, index, pos, vel1); // Clamp the speed + if (glm::length(newVel) > maxSpeed) { + newVel = glm::normalize(newVel) * maxSpeed; + } // Record the new velocity into vel2. Question: why NOT vel1? + vel2[index] = newVel; } /** From 5854d683c6d9f6692a3228beef47d907eb3a6f3e Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 10:11:28 -0400 Subject: [PATCH 05/27] velocity update pipeline working --- src/kernel.cu | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/src/kernel.cu b/src/kernel.cu index ab2cfda..e400676 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -233,7 +233,8 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po // 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); + //return glm::vec3(0.0f, 0.0f, 0.0f); + return -pos[iSelf]; } /** @@ -370,7 +371,14 @@ __global__ void kernUpdateVelNeighborSearchCoherent( void Boids::stepSimulationNaive(float dt) { // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. //step forward + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + + kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); + kernUpdatePos <<>> (numObjects, dt, dev_pos, dev_vel2); // TODO-1.2 ping-pong the velocity buffers + glm::vec3 *tmpVel = dev_vel1; + dev_vel1 = dev_vel2; + dev_vel2 = tmpVel; } void Boids::stepSimulationScatteredGrid(float dt) { From 89cd2094c2763218fd72a1b8dc32274638d6c680 Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 11:04:35 -0400 Subject: [PATCH 06/27] flocking rules implemented but behavior seems incorrect --- src/kernel.cu | 58 ++++++++++++++++++++++++++++++++++++++++++--------- 1 file changed, 48 insertions(+), 10 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index e400676..4f3b09d 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -223,6 +223,15 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) * stepSimulation * ******************/ +/** +* Helper function to determine if boids are close enough together to matter +*/ + +__device__ bool withinRuleDistance(float ruleDistance, glm::vec3 pos1, glm::vec3 pos2) { + glm::vec3 distanceVector = pos2 - pos1; + return glm::length(distanceVector) < ruleDistance; +} + /** * LOOK-1.2 You can use this as a helper for kernUpdateVelocityBruteForce. * __device__ code can be called from a __global__ context @@ -230,20 +239,49 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) * in the `pos` and `vel` arrays. */ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { + + glm::vec3 finalVel; // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves + glm::vec3 selfPos = pos[iSelf]; + glm::vec3 perceivedCenter = glm::vec3(0.0f); + glm::vec3 boidPos; + int nearBoidCount = 0; + for (int i = 0; i < N; i++) { + boidPos = pos[i]; + if (i != iSelf && withinRuleDistance(rule1Distance, selfPos, boidPos)) { + perceivedCenter += boidPos; + nearBoidCount++; + } + } + perceivedCenter = perceivedCenter / (float) nearBoidCount; + + finalVel = (perceivedCenter - selfPos) * rule1Scale; + // Rule 2: boids try to stay a distance d away from each other + glm::vec3 avoidanceVector = glm::vec3(0.0f); + for (int i = 0; i < N; i++) { + boidPos = pos[i]; + if (i != iSelf && withinRuleDistance(rule1Distance, selfPos, boidPos)) { + if (withinRuleDistance(rule2Distance, selfPos, boidPos)) { + avoidanceVector -= (selfPos - boidPos); + } + } + } + finalVel += avoidanceVector * rule2Scale; // Rule 3: boids try to match the speed of surrounding boids - //return glm::vec3(0.0f, 0.0f, 0.0f); - return -pos[iSelf]; -} - -/** -* Helper function to determine if boids are close enough together to matter -*/ + nearBoidCount = 0; + glm::vec3 perceivedVel = glm::vec3(0.0f); + for (int i = 0; i < N; i++) { + boidPos = pos[i]; + if (i != iSelf && withinRuleDistance(rule3Distance, selfPos, boidPos)) { + perceivedVel += vel[i]; + nearBoidCount++; + } + } + perceivedVel = perceivedVel / (float)nearBoidCount; + finalVel += perceivedVel * rule3Scale; -__device__ bool withinRuleDistance(float ruleDistance, glm::vec3 pos1, glm::vec3 pos2) { - glm::vec3 distanceVector = pos2 - pos1; - return glm::length(distanceVector) < ruleDistance; + return finalVel; } /** From fbee27043302f2891bb0c6e63a92ecc59622157d Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 12:09:23 -0400 Subject: [PATCH 07/27] re implemented naive but needs debugging --- src/kernel.cu | 56 +++++++++++++++++++++++++-------------------------- 1 file changed, 28 insertions(+), 28 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 4f3b09d..16e5cb1 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -239,46 +239,46 @@ __device__ bool withinRuleDistance(float ruleDistance, glm::vec3 pos1, glm::vec3 * in the `pos` and `vel` arrays. */ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { - glm::vec3 finalVel; // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves glm::vec3 selfPos = pos[iSelf]; glm::vec3 perceivedCenter = glm::vec3(0.0f); + glm::vec3 avoidanceVector = glm::vec3(0.0f); + glm::vec3 perceivedVel = glm::vec3(0.0f); glm::vec3 boidPos; - int nearBoidCount = 0; + int nearBoid1Count = 0; + int nearBoid3Count = 0; + float distance; for (int i = 0; i < N; i++) { boidPos = pos[i]; - if (i != iSelf && withinRuleDistance(rule1Distance, selfPos, boidPos)) { - perceivedCenter += boidPos; - nearBoidCount++; - } - } - perceivedCenter = perceivedCenter / (float) nearBoidCount; - - finalVel = (perceivedCenter - selfPos) * rule1Scale; - - // Rule 2: boids try to stay a distance d away from each other - glm::vec3 avoidanceVector = glm::vec3(0.0f); - for (int i = 0; i < N; i++) { - boidPos = pos[i]; - if (i != iSelf && withinRuleDistance(rule1Distance, selfPos, boidPos)) { - if (withinRuleDistance(rule2Distance, selfPos, boidPos)) { + distance = glm::length(selfPos - boidPos); + if (i != iSelf) { + // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves + if (distance < rule1Distance) { + perceivedCenter += boidPos; + nearBoid1Count++; + } + // Rule 2: boids try to stay a distance d away from each other + if (distance < rule2Distance) { avoidanceVector -= (selfPos - boidPos); } + // Rule 3: boids try to match the speed of surrounding boids + if (distance < rule3Distance) { + perceivedVel += vel[i]; + nearBoid3Count++; + } } } + perceivedCenter = perceivedCenter / (float) nearBoid1Count; + perceivedCenter = perceivedCenter * rule1Scale; + + avoidanceVector = avoidanceVector * rule2Scale; + + perceivedVel = perceivedVel / (float)nearBoid3Count; + perceivedVel = perceivedVel * rule3Scale; + + finalVel = (perceivedCenter - selfPos) * rule1Scale; finalVel += avoidanceVector * rule2Scale; - // Rule 3: boids try to match the speed of surrounding boids - nearBoidCount = 0; - glm::vec3 perceivedVel = glm::vec3(0.0f); - for (int i = 0; i < N; i++) { - boidPos = pos[i]; - if (i != iSelf && withinRuleDistance(rule3Distance, selfPos, boidPos)) { - perceivedVel += vel[i]; - nearBoidCount++; - } - } - perceivedVel = perceivedVel / (float)nearBoidCount; finalVel += perceivedVel * rule3Scale; return finalVel; From 1d3f21d16831d780a9cf251ecf5f3c41053ca5c4 Mon Sep 17 00:00:00 2001 From: William Ho Date: Tue, 5 Sep 2017 18:27:25 -0400 Subject: [PATCH 08/27] simulation working ish --- src/kernel.cu | 22 +++------------------- src/main.cpp | 2 +- 2 files changed, 4 insertions(+), 20 deletions(-) mode change 100644 => 100755 src/main.cpp diff --git a/src/kernel.cu b/src/kernel.cu index 16e5cb1..a5e524f 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -41,7 +41,7 @@ void checkCUDAError(const char *msg, int line = -1) { // LOOK-1.2 Parameters for the boids algorithm. // These worked well in our reference implementation. -#define rule1Distance 5.0f +#define rule1Distance 10.0f #define rule2Distance 3.0f #define rule3Distance 5.0f @@ -222,16 +222,6 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) /****************** * stepSimulation * ******************/ - -/** -* Helper function to determine if boids are close enough together to matter -*/ - -__device__ bool withinRuleDistance(float ruleDistance, glm::vec3 pos1, glm::vec3 pos2) { - glm::vec3 distanceVector = pos2 - pos1; - return glm::length(distanceVector) < ruleDistance; -} - /** * LOOK-1.2 You can use this as a helper for kernUpdateVelocityBruteForce. * __device__ code can be called from a __global__ context @@ -240,7 +230,6 @@ __device__ bool withinRuleDistance(float ruleDistance, glm::vec3 pos1, glm::vec3 */ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { glm::vec3 finalVel; - // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves glm::vec3 selfPos = pos[iSelf]; glm::vec3 perceivedCenter = glm::vec3(0.0f); glm::vec3 avoidanceVector = glm::vec3(0.0f); @@ -260,7 +249,7 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po } // Rule 2: boids try to stay a distance d away from each other if (distance < rule2Distance) { - avoidanceVector -= (selfPos - boidPos); + avoidanceVector -= (boidPos - selfPos); } // Rule 3: boids try to match the speed of surrounding boids if (distance < rule3Distance) { @@ -270,18 +259,13 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po } } perceivedCenter = perceivedCenter / (float) nearBoid1Count; - perceivedCenter = perceivedCenter * rule1Scale; - - avoidanceVector = avoidanceVector * rule2Scale; - perceivedVel = perceivedVel / (float)nearBoid3Count; - perceivedVel = perceivedVel * rule3Scale; finalVel = (perceivedCenter - selfPos) * rule1Scale; finalVel += avoidanceVector * rule2Scale; finalVel += perceivedVel * rule3Scale; - return finalVel; + return vel[iSelf] + finalVel; } /** diff --git a/src/main.cpp b/src/main.cpp old mode 100644 new mode 100755 index a29471d..e8f5adb --- 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 = 5000; +const int N_FOR_VIS = 7500; const float DT = 0.2f; /** From 15db8829fb52abd99372f73616695d56acb9490f Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 11:54:57 -0400 Subject: [PATCH 09/27] fixed wrapping bug --- src/kernel.cu | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index a5e524f..93e2ec3 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -258,8 +258,8 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po } } } - perceivedCenter = perceivedCenter / (float) nearBoid1Count; - perceivedVel = perceivedVel / (float)nearBoid3Count; + perceivedCenter = perceivedCenter / (float) imax(1, nearBoid1Count); + perceivedVel = perceivedVel / (float) imax(1, nearBoid3Count); finalVel = (perceivedCenter - selfPos) * rule1Scale; finalVel += avoidanceVector * rule2Scale; From 3689b5059fd1b2b6f01f30639431d02106879789 Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 13:25:53 -0400 Subject: [PATCH 10/27] added pseudocode for 2.a --- src/kernel.cu | 40 +++++++++++++++++++++++++++++++++++----- 1 file changed, 35 insertions(+), 5 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 93e2ec3..71c4ffc 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -47,9 +47,9 @@ void checkCUDAError(const char *msg, int line = -1) { #define rule1Scale 0.01f #define rule2Scale 0.1f -#define rule3Scale 0.1f +#define rule3Scale 0.2f -#define maxSpeed 1.0f +#define maxSpeed 5.0f /*! Size of the starting area in simulation space. */ #define scene_scale 100.0f @@ -74,8 +74,8 @@ glm::vec3 *dev_vel2; // 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? <-- Value used in sorting +int *dev_particleGridIndices; // What grid cell is this particle in? <-- Key used in sorting // needed for use with thrust thrust::device_ptr dev_thrust_particleArrayIndices; thrust::device_ptr dev_thrust_particleGridIndices; @@ -169,6 +169,17 @@ 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, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellStartIndices failed!"); + + cudaMalloc((void**)&dev_gridCellEndIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); cudaThreadSynchronize(); } @@ -409,13 +420,28 @@ void Boids::stepSimulationScatteredGrid(float dt) { // 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 + // <-- This is where I need to call a kernel that takes the buffer of array indices + // and uses that to update the buffer of grid indices + // <-- Or. Or. Or. I don't need the for loop at the beginning to populate the arrayIndices buffer + // because I can just populate arrayIndices in parallel each time + // because I don't need to keep the sorted arrayIndices buffer from the last step + // because it's not even right anymore and only serves as a map to information from the last step. + // <-- So what I need is a kernal that populates the arrayIndices, computes its gridLocation, + // and populates the gridIndices buffer from that. + // - Unstable key sort using Thrust. A stable sort isn't necessary, but you // are welcome to do a performance comparison. + // <-- do all the sorty sort stuff I see in the unitTest // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices + // <-- No idea how to do this yet. Still needs consideration // - Perform velocity updates using neighbor search + // <-- Call kernUpdateVelNeighborSearchScattered here // - Update positions + // <-- Call kernUpdatePos // - Ping-pong buffers as needed + glm::vec3 *tmpVel = dev_vel1; + dev_vel1 = dev_vel2; + dev_vel2 = tmpVel; } void Boids::stepSimulationCoherentGrid(float dt) { @@ -442,6 +468,10 @@ 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 1bc4f618fc1f8f6765948bc531d3ecbecc9b9028 Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 16:26:45 -0400 Subject: [PATCH 11/27] testing kernComputeIndices --- src/kernel.cu | 74 +++++++++++++++++++++++++++++++++++++++++++++++---- src/main.cpp | 2 +- 2 files changed, 70 insertions(+), 6 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 71c4ffc..76f5d85 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -42,14 +42,14 @@ void checkCUDAError(const char *msg, int line = -1) { // LOOK-1.2 Parameters for the boids algorithm. // These worked well in our reference implementation. #define rule1Distance 10.0f -#define rule2Distance 3.0f -#define rule3Distance 5.0f +#define rule2Distance 6.0f +#define rule3Distance 10.0f #define rule1Scale 0.01f #define rule2Scale 0.1f -#define rule3Scale 0.2f +#define rule3Scale 0.1f -#define maxSpeed 5.0f +#define maxSpeed 1.0f /*! Size of the starting area in simulation space. */ #define scene_scale 100.0f @@ -159,7 +159,7 @@ void Boids::initSimulation(int N) { // 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; + gridSideCount = 2 * halfSideCount; gridCellCount = gridSideCount * gridSideCount * gridSideCount; gridInverseCellWidth = 1.0f / gridCellWidth; @@ -344,6 +344,17 @@ __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 + blockDim.x * blockIdx.x; + if (index < N) { + indices[index] = index; + glm::vec3 displacement = pos[index] - gridMin; + displacement = displacement * inverseCellWidth; + int3 idx3D; + idx3D.x = (int)floorf(displacement.x); + idx3D.y = (int)floorf(displacement.y); + idx3D.z = (int)floorf(displacement.z); + gridIndices[index] = gridIndex3Dto1D(idx3D.x, idx3D.y, idx3D.z, gridResolution); + } } // LOOK-2.1 Consider how this could be useful for indicating that a cell @@ -426,8 +437,14 @@ void Boids::stepSimulationScatteredGrid(float dt) { // because I can just populate arrayIndices in parallel each time // because I don't need to keep the sorted arrayIndices buffer from the last step // because it's not even right anymore and only serves as a map to information from the last step. + // // <-- So what I need is a kernal that populates the arrayIndices, computes its gridLocation, // and populates the gridIndices buffer from that. + // Essentially kernComputeIndices + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + float inverseCellWidth = 1.0f / gridCellWidth; + kernComputeIndices << > > (numObjects, gridSideCount, + gridMinimum, inverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); // - Unstable key sort using Thrust. A stable sort isn't necessary, but you // are welcome to do a performance comparison. // <-- do all the sorty sort stuff I see in the unitTest @@ -537,5 +554,52 @@ void Boids::unitTest() { cudaFree(dev_intKeys); cudaFree(dev_intValues); checkCUDAErrorWithLine("cudaFree failed!"); + + //test kernComputeIndices + N = 3; + int sideCount = 10; + glm::vec3 minimum = glm::vec3(-5.0f, -5.0f, -5.0f); + float inverseCellWidth = 1.0f; + glm::vec3 *dev_dummyPos; + int *dev_dummyArrayIndices; + int *dev_dummyGridIndices; + + cudaMalloc((void**)&dev_dummyPos, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyPos failed!"); + + cudaMalloc((void**)&dev_dummyArrayIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyArrayIndices failed!"); + + cudaMalloc((void**)&dev_dummyGridIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyGridIndices failed!"); + + glm::vec3 *dummyPos = new glm::vec3[N]; + dummyPos[0] = glm::vec3(-4.5f, -4.5f, -4.5f); + dummyPos[1] = glm::vec3(-3.5f, -4.5f, -4.5f); + dummyPos[2] = glm::vec3(0.0f, 0.0f, 0.0f); + cudaMemcpy(dev_dummyPos, dummyPos, N * sizeof(glm::vec3), cudaMemcpyHostToDevice); + int *dummyArrayIndices = new int[N]; + int *dummyGridIndices = new int[N]; + + kernComputeIndices << > > (N, sideCount, + minimum, inverseCellWidth, dev_dummyPos, dev_dummyArrayIndices, dev_dummyGridIndices); + + cudaMemcpy(dummyArrayIndices, dev_dummyArrayIndices, N * sizeof(int), cudaMemcpyDeviceToHost); + cudaMemcpy(dummyGridIndices, dev_dummyGridIndices, N * sizeof(int), cudaMemcpyDeviceToHost); + + std::cout << "0: " << dummyArrayIndices[0] << "," << dummyGridIndices[0] << std::endl; + std::cout << "1: " << dummyArrayIndices[1] << "," << dummyGridIndices[1] << std::endl; + std::cout << "2: " << dummyArrayIndices[2] << "," << dummyGridIndices[2] << std::endl; + + delete[] dummyPos; + delete[] dummyArrayIndices; + delete[] dummyGridIndices; + + cudaFree(dev_dummyPos); + cudaFree(dev_dummyArrayIndices); + cudaFree(dev_dummyGridIndices); + checkCUDAErrorWithLine("cudaFree failed!"); + + return; } diff --git a/src/main.cpp b/src/main.cpp index e8f5adb..dd3cc46 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,7 +13,7 @@ // ================ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID -#define VISUALIZE 1 +#define VISUALIZE 0 #define UNIFORM_GRID 0 #define COHERENT_GRID 0 From 985e055ecafc269a400d4e0b0760d03e27485aeb Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 16:34:15 -0400 Subject: [PATCH 12/27] kernComputeIndices works --- src/kernel.cu | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 76f5d85..07ea32d 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -556,7 +556,7 @@ void Boids::unitTest() { checkCUDAErrorWithLine("cudaFree failed!"); //test kernComputeIndices - N = 3; + N = 4; int sideCount = 10; glm::vec3 minimum = glm::vec3(-5.0f, -5.0f, -5.0f); float inverseCellWidth = 1.0f; @@ -577,6 +577,8 @@ void Boids::unitTest() { dummyPos[0] = glm::vec3(-4.5f, -4.5f, -4.5f); dummyPos[1] = glm::vec3(-3.5f, -4.5f, -4.5f); dummyPos[2] = glm::vec3(0.0f, 0.0f, 0.0f); + dummyPos[3] = glm::vec3(-0.5f, -1.5f, -2.5f); + cudaMemcpy(dev_dummyPos, dummyPos, N * sizeof(glm::vec3), cudaMemcpyHostToDevice); int *dummyArrayIndices = new int[N]; int *dummyGridIndices = new int[N]; @@ -587,9 +589,10 @@ void Boids::unitTest() { cudaMemcpy(dummyArrayIndices, dev_dummyArrayIndices, N * sizeof(int), cudaMemcpyDeviceToHost); cudaMemcpy(dummyGridIndices, dev_dummyGridIndices, N * sizeof(int), cudaMemcpyDeviceToHost); - std::cout << "0: " << dummyArrayIndices[0] << "," << dummyGridIndices[0] << std::endl; - std::cout << "1: " << dummyArrayIndices[1] << "," << dummyGridIndices[1] << std::endl; - std::cout << "2: " << dummyArrayIndices[2] << "," << dummyGridIndices[2] << std::endl; + std::cout << "0: " << dummyArrayIndices[0] << "," << dummyGridIndices[0] << std::endl; //expected 0 + std::cout << "1: " << dummyArrayIndices[1] << "," << dummyGridIndices[1] << std::endl; //expected 1 + std::cout << "2: " << dummyArrayIndices[2] << "," << dummyGridIndices[2] << std::endl; //expected 555 + std::cout << "3: " << dummyArrayIndices[3] << "," << dummyGridIndices[3] << std::endl; //expected 234 delete[] dummyPos; delete[] dummyArrayIndices; @@ -599,7 +602,5 @@ void Boids::unitTest() { cudaFree(dev_dummyArrayIndices); cudaFree(dev_dummyGridIndices); checkCUDAErrorWithLine("cudaFree failed!"); - - return; } From 0ef1594567fbad112bd729f1fc45b9edc476c30e Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 19:10:29 -0400 Subject: [PATCH 13/27] identifyStartEnd works --- src/kernel.cu | 82 +++++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 67 insertions(+), 15 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 07ea32d..2db4dab 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -175,11 +175,11 @@ void Boids::initSimulation(int N) { cudaMalloc((void**)&dev_particleGridIndices, N * sizeof(int)); checkCUDAErrorWithLine("cudaMalloc dev_particleGridIndices failed!"); - cudaMalloc((void**)&dev_gridCellStartIndices, N * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_gridCellStartIndices failed!"); + cudaMalloc((void**)&dev_gridCellStartIndices, gridSideCount * gridSideCount * gridSideCount * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellStartIndices failed!"); - cudaMalloc((void**)&dev_gridCellEndIndices, N * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); + cudaMalloc((void**)&dev_gridCellEndIndices, gridSideCount * gridSideCount * gridSideCount * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); cudaThreadSynchronize(); } @@ -372,6 +372,34 @@ __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 = threadIdx.x + blockIdx.x * blockDim.x; + if (index < N) { + int cell = particleGridIndices[index]; + //Start + if (index > 0) + { + if (cell != particleGridIndices[index - 1]) + { + gridCellStartIndices[cell] = index; + } + } + else + { + gridCellStartIndices[cell] = index; + } + //End + if (index < N - 1) { + if (cell != particleGridIndices[index + 1]) + { + gridCellEndIndices[cell] = index; + } + } + else if (index == N - 1) + { + gridCellEndIndices[cell] = index; + } + } + } __global__ void kernUpdateVelNeighborSearchScattered( @@ -431,16 +459,6 @@ void Boids::stepSimulationScatteredGrid(float dt) { // In Parallel: // - label each particle with its array index as well as its grid index. // Use 2x width grids. - // <-- This is where I need to call a kernel that takes the buffer of array indices - // and uses that to update the buffer of grid indices - // <-- Or. Or. Or. I don't need the for loop at the beginning to populate the arrayIndices buffer - // because I can just populate arrayIndices in parallel each time - // because I don't need to keep the sorted arrayIndices buffer from the last step - // because it's not even right anymore and only serves as a map to information from the last step. - // - // <-- So what I need is a kernal that populates the arrayIndices, computes its gridLocation, - // and populates the gridIndices buffer from that. - // Essentially kernComputeIndices dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); float inverseCellWidth = 1.0f / gridCellWidth; kernComputeIndices << > > (numObjects, gridSideCount, @@ -448,6 +466,10 @@ void Boids::stepSimulationScatteredGrid(float dt) { // - Unstable key sort using Thrust. A stable sort isn't necessary, but you // are welcome to do a performance comparison. // <-- do all the sorty sort stuff I see in the unitTest + thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); + thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); + // LOOK-2.1 Example for using thrust::sort_by_key + thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices // <-- No idea how to do this yet. Still needs consideration @@ -551,10 +573,40 @@ void Boids::unitTest() { // cleanup delete[] intKeys; delete[] intValues; - cudaFree(dev_intKeys); + //cudaFree(dev_intKeys); cudaFree(dev_intValues); checkCUDAErrorWithLine("cudaFree failed!"); + //test kernIdentifyStartEnd + int *dev_dummyStartIndices; + int *dev_dummyEndIndices; + + int *dummyStartIndices = new int[N]; + int *dummyEndIndices = new int[N]; + + cudaMalloc((void**)&dev_dummyStartIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyStartIndices failed!"); + + cudaMalloc((void**)&dev_dummyEndIndices, N * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyEndIndices failed!"); + + kernIdentifyCellStartEnd <<>>(N, dev_intKeys, dev_dummyStartIndices, dev_dummyEndIndices); + + cudaMemcpy(dummyStartIndices, dev_dummyStartIndices, N * sizeof(int), cudaMemcpyDeviceToHost); + cudaMemcpy(dummyEndIndices, dev_dummyEndIndices, N * sizeof(int), cudaMemcpyDeviceToHost); + + for (int i = 0; i < N; i++) { + std::cout << " start: " << dummyStartIndices[i]; + std::cout << " end: " << dummyEndIndices[i] << std::endl; + } + + delete[] dummyStartIndices; + delete[] dummyEndIndices; + cudaFree(dev_dummyStartIndices); + cudaFree(dev_dummyEndIndices); + cudaFree(dev_intKeys); + checkCUDAErrorWithLine("cudaFree failed!"); + //test kernComputeIndices N = 4; int sideCount = 10; From 452a54e76ecca9d2a7cd4bf72e15e7ef14aaecce Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 19:23:39 -0400 Subject: [PATCH 14/27] added function to find grid indices for a point --- src/kernel.cu | 22 +++++++++++++++------- 1 file changed, 15 insertions(+), 7 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 2db4dab..64bdc09 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -337,6 +337,16 @@ __device__ int gridIndex3Dto1D(int x, int y, int z, int gridResolution) { return x + y * gridResolution + z * gridResolution * gridResolution; } +__device__ int3 positionToGridIndices(glm::vec3 gridMin, glm::vec3 position, float inverseCellWidth) { + glm::vec3 displacement = position - gridMin; + displacement = displacement * inverseCellWidth; + int3 idx3D; + idx3D.x = (int)floorf(displacement.x); + idx3D.y = (int)floorf(displacement.y); + idx3D.z = (int)floorf(displacement.z); + return idx3D; +} + __global__ void kernComputeIndices(int N, int gridResolution, glm::vec3 gridMin, float inverseCellWidth, glm::vec3 *pos, int *indices, int *gridIndices) { @@ -347,12 +357,7 @@ __global__ void kernComputeIndices(int N, int gridResolution, int index = threadIdx.x + blockDim.x * blockIdx.x; if (index < N) { indices[index] = index; - glm::vec3 displacement = pos[index] - gridMin; - displacement = displacement * inverseCellWidth; - int3 idx3D; - idx3D.x = (int)floorf(displacement.x); - idx3D.y = (int)floorf(displacement.y); - idx3D.z = (int)floorf(displacement.z); + int3 idx3D = positionToGridIndices(gridMin, pos[index], inverseCellWidth); gridIndices[index] = gridIndex3Dto1D(idx3D.x, idx3D.y, idx3D.z, gridResolution); } } @@ -410,7 +415,9 @@ __global__ void kernUpdateVelNeighborSearchScattered( 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. + int index = threadIdx.x + blockIdx.x * blockDim.x; // - Identify the grid cell that this particle is in + glm::vec3 selfPos = pos[index]; // - 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 @@ -472,7 +479,8 @@ void Boids::stepSimulationScatteredGrid(float dt) { thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices - // <-- No idea how to do this yet. Still needs consideration + kernIdentifyCellStartEnd << > > (numObjects, dev_particleGridIndices, + dev_gridCellStartIndices, dev_gridCellEndIndices); // - Perform velocity updates using neighbor search // <-- Call kernUpdateVelNeighborSearchScattered here // - Update positions From 8c24d1801c962f7b1ee3cf23a345c065314a1f7b Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 21:02:48 -0400 Subject: [PATCH 15/27] need to debug scattered implementation --- src/kernel.cu | 107 ++++++++++++++++++++++++++++++++++++++++++++++++-- src/main.cpp | 2 +- 2 files changed, 104 insertions(+), 5 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 64bdc09..8334651 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -240,7 +240,7 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) * in the `pos` and `vel` arrays. */ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { - glm::vec3 finalVel; + glm::vec3 finalVel; glm::vec3 selfPos = pos[iSelf]; glm::vec3 perceivedCenter = glm::vec3(0.0f); glm::vec3 avoidanceVector = glm::vec3(0.0f); @@ -337,6 +337,9 @@ __device__ int gridIndex3Dto1D(int x, int y, int z, int gridResolution) { return x + y * gridResolution + z * gridResolution * gridResolution; } +/** +* Helper function to take 3d positions and turn them into 3d grid indices +*/ __device__ int3 positionToGridIndices(glm::vec3 gridMin, glm::vec3 position, float inverseCellWidth) { glm::vec3 displacement = position - gridMin; displacement = displacement * inverseCellWidth; @@ -347,6 +350,54 @@ __device__ int3 positionToGridIndices(glm::vec3 gridMin, glm::vec3 position, flo return idx3D; } +__device__ glm::vec3 computeVelContributionFromGridCellScattered(int iSelf, int gridCellIndex, glm::vec3 selfPos, + int *gridCellStartIndices, int *gridCellEndIndices, int *particleArrayIndices, + glm::vec3 *pos, glm::vec3 *vel) { + + glm::vec3 finalVel; + glm::vec3 perceivedCenter; + glm::vec3 avoidanceVector; + glm::vec3 perceivedVel; + glm::vec3 boidPos; + int boidIndex; + int nearBoid1Count = 0; + int nearBoid3Count = 0; + float distance; + for (int i = gridCellStartIndices[gridCellIndex]; i < gridCellEndIndices[gridCellIndex]; i++) { + boidIndex = particleArrayIndices[i]; + boidPos = pos[boidIndex]; + distance = glm::length(selfPos - boidPos); + if (i != iSelf) { + // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves + if (distance < rule1Distance) { + perceivedCenter += boidPos; + nearBoid1Count++; + } + // Rule 2: boids try to stay a distance d away from each other + if (distance < rule2Distance) { + avoidanceVector -= (boidPos - selfPos); + } + // Rule 3: boids try to match the speed of surrounding boids + if (distance < rule3Distance) { + perceivedVel += vel[boidIndex]; + nearBoid3Count++; + } + } + } + perceivedCenter = perceivedCenter / (float)imax(1, nearBoid1Count); + perceivedVel = perceivedVel / (float)imax(1, nearBoid3Count); + + finalVel = (perceivedCenter - selfPos) * rule1Scale; + finalVel += avoidanceVector * rule2Scale; + finalVel += perceivedVel * rule3Scale; + + return finalVel; +} + +__device__ float scaleToOneWithSign(float x) { + return x > 0 ? 1.0f : -1.0f; +} + __global__ void kernComputeIndices(int N, int gridResolution, glm::vec3 gridMin, float inverseCellWidth, glm::vec3 *pos, int *indices, int *gridIndices) { @@ -417,7 +468,51 @@ __global__ void kernUpdateVelNeighborSearchScattered( // the number of boids that need to be checked. int index = threadIdx.x + blockIdx.x * blockDim.x; // - Identify the grid cell that this particle is in - glm::vec3 selfPos = pos[index]; + glm::vec3 finalVel; + if (index < N) { + glm::vec3 selfPos = pos[index]; + int3 gridIndices = positionToGridIndices(gridMin, selfPos, inverseCellWidth); + + // Create a vector of the form (+/-1, +/-1, +/-1) that describes which octant + // of the cell the boid is in. + float halfCellWidth = cellWidth / 2.0f; + glm::vec3 octantVector = glm::vec3(gridIndices.x + halfCellWidth, + gridIndices.y + halfCellWidth, + gridIndices.z + halfCellWidth); + octantVector = selfPos - octantVector; + octantVector.x = scaleToOneWithSign(octantVector.x); + octantVector.y = scaleToOneWithSign(octantVector.y); + octantVector.z = scaleToOneWithSign(octantVector.z); + + // Hold a gridCellVector. Dot producting this vector + // with the octantVector should tell us whether or not you should check + // in a given cell. + glm::vec3 gridCellVector; + int gridCellIndex; + for (int z = -1; z < 2; z++) { + for (int y = -1; y < 2; y++) { + for (int x = -1; x < 2; x++) { + gridCellIndex = gridIndex3Dto1D(gridIndices.x + x, gridIndices.y + y, gridIndices.z + z, gridResolution); + if (gridCellIndex >= 0 && gridCellIndex < N) { + gridCellVector.x = (float)x; + gridCellVector.y = (float)y; + gridCellVector.z = (float)z; + if ((glm::dot(octantVector, gridCellVector) > 0.5f) || (x == y && y == z)) { + finalVel += computeVelContributionFromGridCellScattered(index, gridCellIndex, selfPos, + gridCellStartIndices, gridCellEndIndices, particleArrayIndices, + pos, vel1); + } + } + } + } + } + + finalVel = vel1[index] + finalVel; + if (glm::length(finalVel) > maxSpeed) { + finalVel = glm::normalize(finalVel) * maxSpeed; + } + vel2[index] = finalVel; + } // - 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 @@ -467,9 +562,8 @@ void Boids::stepSimulationScatteredGrid(float dt) { // - label each particle with its array index as well as its grid index. // Use 2x width grids. dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); - float inverseCellWidth = 1.0f / gridCellWidth; kernComputeIndices << > > (numObjects, gridSideCount, - gridMinimum, inverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); + gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); // - Unstable key sort using Thrust. A stable sort isn't necessary, but you // are welcome to do a performance comparison. // <-- do all the sorty sort stuff I see in the unitTest @@ -483,8 +577,13 @@ void Boids::stepSimulationScatteredGrid(float dt) { dev_gridCellStartIndices, dev_gridCellEndIndices); // - Perform velocity updates using neighbor search // <-- Call kernUpdateVelNeighborSearchScattered here + kernUpdateVelNeighborSearchScattered << > > (numObjects, + gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, + dev_gridCellStartIndices, dev_gridCellEndIndices, + dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); // - Update positions // <-- Call kernUpdatePos + kernUpdatePos << > > (numObjects, dt, dev_pos, dev_vel1); // - Ping-pong buffers as needed glm::vec3 *tmpVel = dev_vel1; dev_vel1 = dev_vel2; diff --git a/src/main.cpp b/src/main.cpp index dd3cc46..163dc01 100755 --- 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 0 -#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 ea2b12e6c982b570c3320fb2c8a06211ff6b5379 Mon Sep 17 00:00:00 2001 From: William Ho Date: Thu, 7 Sep 2017 23:01:39 -0400 Subject: [PATCH 16/27] 2.1 implementation works --- src/kernel.cu | 71 ++++++++++++++++++++++++++++++++++++--------------- 1 file changed, 51 insertions(+), 20 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 8334651..b26366d 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -41,8 +41,8 @@ void checkCUDAError(const char *msg, int line = -1) { // LOOK-1.2 Parameters for the boids algorithm. // These worked well in our reference implementation. -#define rule1Distance 10.0f -#define rule2Distance 6.0f +#define rule1Distance 5.0f +#define rule2Distance 3.0f #define rule3Distance 10.0f #define rule1Scale 0.01f @@ -350,11 +350,10 @@ __device__ int3 positionToGridIndices(glm::vec3 gridMin, glm::vec3 position, flo return idx3D; } -__device__ glm::vec3 computeVelContributionFromGridCellScattered(int iSelf, int gridCellIndex, glm::vec3 selfPos, +__device__ glm::vec3 computeVelContributionFromGridCellScattered(glm::vec3 &finalVel, int iSelf, int gridCellIndex, glm::vec3 selfPos, int *gridCellStartIndices, int *gridCellEndIndices, int *particleArrayIndices, glm::vec3 *pos, glm::vec3 *vel) { - glm::vec3 finalVel; glm::vec3 perceivedCenter; glm::vec3 avoidanceVector; glm::vec3 perceivedVel; @@ -476,9 +475,9 @@ __global__ void kernUpdateVelNeighborSearchScattered( // Create a vector of the form (+/-1, +/-1, +/-1) that describes which octant // of the cell the boid is in. float halfCellWidth = cellWidth / 2.0f; - glm::vec3 octantVector = glm::vec3(gridIndices.x + halfCellWidth, - gridIndices.y + halfCellWidth, - gridIndices.z + halfCellWidth); + glm::vec3 octantVector = glm::vec3(gridMin.x + gridIndices.x * cellWidth + halfCellWidth, + gridMin.z + gridIndices.y * cellWidth + halfCellWidth, + gridMin.x + gridIndices.z * cellWidth + halfCellWidth); octantVector = selfPos - octantVector; octantVector.x = scaleToOneWithSign(octantVector.x); octantVector.y = scaleToOneWithSign(octantVector.y); @@ -487,26 +486,58 @@ __global__ void kernUpdateVelNeighborSearchScattered( // Hold a gridCellVector. Dot producting this vector // with the octantVector should tell us whether or not you should check // in a given cell. - glm::vec3 gridCellVector; int gridCellIndex; - for (int z = -1; z < 2; z++) { - for (int y = -1; y < 2; y++) { - for (int x = -1; x < 2; x++) { - gridCellIndex = gridIndex3Dto1D(gridIndices.x + x, gridIndices.y + y, gridIndices.z + z, gridResolution); - if (gridCellIndex >= 0 && gridCellIndex < N) { - gridCellVector.x = (float)x; - gridCellVector.y = (float)y; - gridCellVector.z = (float)z; - if ((glm::dot(octantVector, gridCellVector) > 0.5f) || (x == y && y == z)) { - finalVel += computeVelContributionFromGridCellScattered(index, gridCellIndex, selfPos, - gridCellStartIndices, gridCellEndIndices, particleArrayIndices, - pos, vel1); + int3 gridCellIndex3D; + // Velocity Calculation Variables + glm::vec3 perceivedCenter; glm::vec3 avoidanceVector; + glm::vec3 perceivedVel; glm::vec3 boidPos; + int boidIndex; int nearBoid1Count = 0; int nearBoid3Count = 0; + float distance; + for (int z = 0; z < 2; z++) { + for (int y = 0; y < 2; y++) { + for (int x = 0; x < 2; x++) { + gridCellIndex3D.x = gridIndices.x + x * octantVector.x; + gridCellIndex3D.y = gridIndices.y + y * octantVector.y; + gridCellIndex3D.z = gridIndices.z + z * octantVector.z; + if (gridCellIndex3D.x >= 0 && gridCellIndex3D.x < gridResolution && + gridCellIndex3D.y >= 0 && gridCellIndex3D.y < gridResolution && + gridCellIndex3D.z >= 0 && gridCellIndex3D.z < gridResolution) { + gridCellIndex = gridIndex3Dto1D(gridCellIndex3D.x, + gridCellIndex3D.y, + gridCellIndex3D.z, gridResolution); + for (int i = gridCellStartIndices[gridCellIndex]; i < gridCellEndIndices[gridCellIndex]; i++) { + boidIndex = particleArrayIndices[i]; + boidPos = pos[boidIndex]; + distance = glm::length(selfPos - boidPos); + if (i != index) { + // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves + if (distance < rule1Distance) { + perceivedCenter += boidPos; + nearBoid1Count++; + } + // Rule 2: boids try to stay a distance d away from each other + if (distance < rule2Distance) { + avoidanceVector -= (boidPos - selfPos); + } + // Rule 3: boids try to match the speed of surrounding boids + if (distance < rule3Distance) { + perceivedVel += vel1[boidIndex]; + nearBoid3Count++; + } + } } } } } } + perceivedCenter = perceivedCenter / (float)imax(1, nearBoid1Count); + perceivedVel = perceivedVel / (float)imax(1, nearBoid3Count); + + finalVel = (perceivedCenter - selfPos) * rule1Scale; + finalVel += avoidanceVector * rule2Scale; + finalVel += perceivedVel * rule3Scale; + finalVel = vel1[index] + finalVel; if (glm::length(finalVel) > maxSpeed) { finalVel = glm::normalize(finalVel) * maxSpeed; From 0ce018732ef6231dd984ed41911d5e35345ca507 Mon Sep 17 00:00:00 2001 From: William Ho Date: Fri, 8 Sep 2017 00:26:36 -0400 Subject: [PATCH 17/27] coherent grid working but the world appears to be ending --- src/kernel.cu | 208 ++++++++++++++++++++++++++++++++++---------------- src/main.cpp | 4 +- 2 files changed, 143 insertions(+), 69 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index b26366d..4594269 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -86,6 +86,9 @@ 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. +glm::vec3 *dev_shuffledPos; +glm::vec3 *dev_shuffledVel; + // LOOK-2.1 - Grid parameters based on simulation parameters. // These are automatically computed for you in Boids::initSimulation int gridCellCount; @@ -180,6 +183,14 @@ void Boids::initSimulation(int N) { cudaMalloc((void**)&dev_gridCellEndIndices, gridSideCount * gridSideCount * gridSideCount * sizeof(int)); checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); + + //2.3 buffers + cudaMalloc((void**)&dev_shuffledPos, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_shuffledPos failed!"); + + cudaMalloc((void**)&dev_shuffledVel, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_shuffledVel failed!"); + cudaThreadSynchronize(); } @@ -350,49 +361,6 @@ __device__ int3 positionToGridIndices(glm::vec3 gridMin, glm::vec3 position, flo return idx3D; } -__device__ glm::vec3 computeVelContributionFromGridCellScattered(glm::vec3 &finalVel, int iSelf, int gridCellIndex, glm::vec3 selfPos, - int *gridCellStartIndices, int *gridCellEndIndices, int *particleArrayIndices, - glm::vec3 *pos, glm::vec3 *vel) { - - glm::vec3 perceivedCenter; - glm::vec3 avoidanceVector; - glm::vec3 perceivedVel; - glm::vec3 boidPos; - int boidIndex; - int nearBoid1Count = 0; - int nearBoid3Count = 0; - float distance; - for (int i = gridCellStartIndices[gridCellIndex]; i < gridCellEndIndices[gridCellIndex]; i++) { - boidIndex = particleArrayIndices[i]; - boidPos = pos[boidIndex]; - distance = glm::length(selfPos - boidPos); - if (i != iSelf) { - // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves - if (distance < rule1Distance) { - perceivedCenter += boidPos; - nearBoid1Count++; - } - // Rule 2: boids try to stay a distance d away from each other - if (distance < rule2Distance) { - avoidanceVector -= (boidPos - selfPos); - } - // Rule 3: boids try to match the speed of surrounding boids - if (distance < rule3Distance) { - perceivedVel += vel[boidIndex]; - nearBoid3Count++; - } - } - } - perceivedCenter = perceivedCenter / (float)imax(1, nearBoid1Count); - perceivedVel = perceivedVel / (float)imax(1, nearBoid3Count); - - finalVel = (perceivedCenter - selfPos) * rule1Scale; - finalVel += avoidanceVector * rule2Scale; - finalVel += perceivedVel * rule3Scale; - - return finalVel; -} - __device__ float scaleToOneWithSign(float x) { return x > 0 ? 1.0f : -1.0f; } @@ -457,6 +425,17 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, } +__global__ void kernShufflePositionVelocity(int N, int *particleArrayIndices, + glm::vec3 *pos, glm::vec3 *vel, glm::vec3 *shufflePos, glm::vec3 *shuffleVel) { + int index = threadIdx.x + blockIdx.x * blockDim.x; + int arrayIndex = particleArrayIndices[index]; + glm::vec3 position = pos[arrayIndex]; + shufflePos[index] = position; + glm::vec3 velocity = vel[arrayIndex]; + shuffleVel[index] = velocity; + +} + __global__ void kernUpdateVelNeighborSearchScattered( int N, int gridResolution, glm::vec3 gridMin, float inverseCellWidth, float cellWidth, @@ -483,9 +462,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( octantVector.y = scaleToOneWithSign(octantVector.y); octantVector.z = scaleToOneWithSign(octantVector.z); - // Hold a gridCellVector. Dot producting this vector - // with the octantVector should tell us whether or not you should check - // in a given cell. + // Hold a gridCellIndex Vector. int gridCellIndex; int3 gridCellIndex3D; // Velocity Calculation Variables @@ -552,22 +529,98 @@ __global__ void kernUpdateVelNeighborSearchScattered( } __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. + int index = threadIdx.x + blockIdx.x * blockDim.x; + // - Identify the grid cell that this particle is in + glm::vec3 finalVel; + if (index < N) { + glm::vec3 selfPos = pos[index]; + int3 gridIndices = positionToGridIndices(gridMin, selfPos, inverseCellWidth); + + // Create a vector of the form (+/-1, +/-1, +/-1) that describes which octant + // of the cell the boid is in. + float halfCellWidth = cellWidth / 2.0f; + glm::vec3 octantVector = glm::vec3(gridMin.x + gridIndices.x * cellWidth + halfCellWidth, + gridMin.z + gridIndices.y * cellWidth + halfCellWidth, + gridMin.x + gridIndices.z * cellWidth + halfCellWidth); + octantVector = selfPos - octantVector; + octantVector.x = scaleToOneWithSign(octantVector.x); + octantVector.y = scaleToOneWithSign(octantVector.y); + octantVector.z = scaleToOneWithSign(octantVector.z); + + // Hold a gridCellIndex Vector. + int gridCellIndex; + int3 gridCellIndex3D; + // Velocity Calculation Variables + glm::vec3 perceivedCenter; glm::vec3 avoidanceVector; + glm::vec3 perceivedVel; glm::vec3 boidPos; + int nearBoid1Count = 0; int nearBoid3Count = 0; + float distance; + for (int z = 0; z < 2; z++) { + for (int y = 0; y < 2; y++) { + for (int x = 0; x < 2; x++) { + gridCellIndex3D.x = gridIndices.x + x * octantVector.x; + gridCellIndex3D.y = gridIndices.y + y * octantVector.y; + gridCellIndex3D.z = gridIndices.z + z * octantVector.z; + if (gridCellIndex3D.x >= 0 && gridCellIndex3D.x < gridResolution && + gridCellIndex3D.y >= 0 && gridCellIndex3D.y < gridResolution && + gridCellIndex3D.z >= 0 && gridCellIndex3D.z < gridResolution) { + gridCellIndex = gridIndex3Dto1D(gridCellIndex3D.x, + gridCellIndex3D.y, + gridCellIndex3D.z, gridResolution); + for (int i = gridCellStartIndices[gridCellIndex]; i < gridCellEndIndices[gridCellIndex]; i++) { + boidPos = pos[i]; + distance = glm::length(selfPos - boidPos); + if (i != index) { + // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves + if (distance < rule1Distance) { + perceivedCenter += boidPos; + nearBoid1Count++; + } + // Rule 2: boids try to stay a distance d away from each other + if (distance < rule2Distance) { + avoidanceVector -= (boidPos - selfPos); + } + // Rule 3: boids try to match the speed of surrounding boids + if (distance < rule3Distance) { + perceivedVel += vel1[i]; + nearBoid3Count++; + } + } + } + } + } + } + } + + perceivedCenter = perceivedCenter / (float)imax(1, nearBoid1Count); + perceivedVel = perceivedVel / (float)imax(1, nearBoid3Count); + + finalVel = (perceivedCenter - selfPos) * rule1Scale; + finalVel += avoidanceVector * rule2Scale; + finalVel += perceivedVel * rule3Scale; + + finalVel = vel1[index] + finalVel; + if (glm::length(finalVel) > maxSpeed) { + finalVel = glm::normalize(finalVel) * maxSpeed; + } + vel2[index] = finalVel; + // 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 + } } /** @@ -595,25 +648,21 @@ void Boids::stepSimulationScatteredGrid(float dt) { dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); kernComputeIndices << > > (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); - // - Unstable key sort using Thrust. A stable sort isn't necessary, but you + // - Unstable key sort using Thrust. A stable sort isn't necessary, but you // are welcome to do a performance comparison. - // <-- do all the sorty sort stuff I see in the unitTest thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); - // LOOK-2.1 Example for using thrust::sort_by_key thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices kernIdentifyCellStartEnd << > > (numObjects, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); // - Perform velocity updates using neighbor search - // <-- Call kernUpdateVelNeighborSearchScattered here kernUpdateVelNeighborSearchScattered << > > (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); // - Update positions - // <-- Call kernUpdatePos kernUpdatePos << > > (numObjects, dt, dev_pos, dev_vel1); // - Ping-pong buffers as needed glm::vec3 *tmpVel = dev_vel1; @@ -627,16 +676,38 @@ void Boids::stepSimulationCoherentGrid(float dt) { // In Parallel: // - Label each particle with its array index as well as its grid index. // Use 2x width grids + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + kernComputeIndices << > > (numObjects, gridSideCount, + gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); // - Unstable key sort using Thrust. A stable sort isn't necessary, but you // are welcome to do a performance comparison. + thrust::device_ptr dev_thrust_keys(dev_particleGridIndices); + thrust::device_ptr dev_thrust_values(dev_particleArrayIndices); + thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices + kernIdentifyCellStartEnd << > > (numObjects, dev_particleGridIndices, + dev_gridCellStartIndices, dev_gridCellEndIndices); // - BIG DIFFERENCE: use the rearranged array index buffer to reshuffle all // the particle data in the simulation array. // CONSIDER WHAT ADDITIONAL BUFFERS YOU NEED + kernShufflePositionVelocity << < fullBlocksPerGrid, blockSize>>>(numObjects, dev_particleArrayIndices, + dev_pos, dev_vel1, dev_shuffledPos, dev_shuffledVel); // - Perform velocity updates using neighbor search + kernUpdateVelNeighborSearchCoherent << > > (numObjects, gridSideCount, gridMinimum, + gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, + dev_shuffledPos, dev_shuffledVel, dev_vel2); + kernUpdatePos << > > (numObjects, dt, dev_shuffledPos, dev_shuffledVel); // - Update positions // - Ping-pong buffers as needed. THIS MAY BE DIFFERENT FROM BEFORE. + //switch dev_pos and dev_shuffledPos + glm::vec3 *tmpBuf = dev_vel2; + dev_vel2 = dev_vel1; + dev_vel1 = tmpBuf; + + tmpBuf = dev_pos; + dev_pos = dev_shuffledPos; + dev_shuffledPos = tmpBuf; } void Boids::endSimulation() { @@ -649,6 +720,9 @@ void Boids::endSimulation() { cudaFree(dev_particleGridIndices); cudaFree(dev_gridCellStartIndices); cudaFree(dev_gridCellEndIndices); + + cudaFree(dev_shuffledPos); + cudaFree(dev_shuffledVel); } void Boids::unitTest() { diff --git a/src/main.cpp b/src/main.cpp index 163dc01..5df9016 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,9 +13,9 @@ // ================ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID -#define VISUALIZE 0 +#define VISUALIZE 1 #define UNIFORM_GRID 1 -#define COHERENT_GRID 0 +#define COHERENT_GRID 1 // LOOK-1.2 - change this to adjust particle count in the simulation const int N_FOR_VIS = 7500; From 9378f11d5d11ae60ee26e2702defae5e505e599a Mon Sep 17 00:00:00 2001 From: William Ho Date: Fri, 8 Sep 2017 13:16:34 -0400 Subject: [PATCH 18/27] fixed minor bug, still doesn't work for coherent --- src/kernel.cu | 46 +++++++++++++++++++--------------------------- src/main.cpp | 2 +- 2 files changed, 20 insertions(+), 28 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 4594269..5c9fe8c 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -41,9 +41,9 @@ void checkCUDAError(const char *msg, int line = -1) { // LOOK-1.2 Parameters for the boids algorithm. // These worked well in our reference implementation. -#define rule1Distance 5.0f -#define rule2Distance 3.0f -#define rule3Distance 10.0f +#define rule1Distance 10.0f +#define rule2Distance 6.0f +#define rule3Distance 20.0f #define rule1Scale 0.01f #define rule2Scale 0.1f @@ -87,7 +87,6 @@ int *dev_gridCellEndIndices; // to this cell? // the position and velocity data to be coherent within cells. glm::vec3 *dev_shuffledPos; -glm::vec3 *dev_shuffledVel; // LOOK-2.1 - Grid parameters based on simulation parameters. // These are automatically computed for you in Boids::initSimulation @@ -188,9 +187,6 @@ void Boids::initSimulation(int N) { cudaMalloc((void**)&dev_shuffledPos, N * sizeof(glm::vec3)); checkCUDAErrorWithLine("cudaMalloc dev_shuffledPos failed!"); - cudaMalloc((void**)&dev_shuffledVel, N * sizeof(glm::vec3)); - checkCUDAErrorWithLine("cudaMalloc dev_shuffledVel failed!"); - cudaThreadSynchronize(); } @@ -455,8 +451,8 @@ __global__ void kernUpdateVelNeighborSearchScattered( // of the cell the boid is in. float halfCellWidth = cellWidth / 2.0f; glm::vec3 octantVector = glm::vec3(gridMin.x + gridIndices.x * cellWidth + halfCellWidth, - gridMin.z + gridIndices.y * cellWidth + halfCellWidth, - gridMin.x + gridIndices.z * cellWidth + halfCellWidth); + gridMin.y + gridIndices.y * cellWidth + halfCellWidth, + gridMin.z + gridIndices.z * cellWidth + halfCellWidth); octantVector = selfPos - octantVector; octantVector.x = scaleToOneWithSign(octantVector.x); octantVector.y = scaleToOneWithSign(octantVector.y); @@ -473,9 +469,9 @@ __global__ void kernUpdateVelNeighborSearchScattered( for (int z = 0; z < 2; z++) { for (int y = 0; y < 2; y++) { for (int x = 0; x < 2; x++) { - gridCellIndex3D.x = gridIndices.x + x * octantVector.x; - gridCellIndex3D.y = gridIndices.y + y * octantVector.y; - gridCellIndex3D.z = gridIndices.z + z * octantVector.z; + gridCellIndex3D.x = gridIndices.x + (x * octantVector.x); + gridCellIndex3D.y = gridIndices.y + (y * octantVector.y); + gridCellIndex3D.z = gridIndices.z + (z * octantVector.z); if (gridCellIndex3D.x >= 0 && gridCellIndex3D.x < gridResolution && gridCellIndex3D.y >= 0 && gridCellIndex3D.y < gridResolution && gridCellIndex3D.z >= 0 && gridCellIndex3D.z < gridResolution) { @@ -486,7 +482,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( boidIndex = particleArrayIndices[i]; boidPos = pos[boidIndex]; distance = glm::length(selfPos - boidPos); - if (i != index) { + if (boidIndex != index) { // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves if (distance < rule1Distance) { perceivedCenter += boidPos; @@ -546,8 +542,8 @@ __global__ void kernUpdateVelNeighborSearchCoherent( // of the cell the boid is in. float halfCellWidth = cellWidth / 2.0f; glm::vec3 octantVector = glm::vec3(gridMin.x + gridIndices.x * cellWidth + halfCellWidth, - gridMin.z + gridIndices.y * cellWidth + halfCellWidth, - gridMin.x + gridIndices.z * cellWidth + halfCellWidth); + gridMin.y + gridIndices.y * cellWidth + halfCellWidth, + gridMin.z + gridIndices.z * cellWidth + halfCellWidth); octantVector = selfPos - octantVector; octantVector.x = scaleToOneWithSign(octantVector.x); octantVector.y = scaleToOneWithSign(octantVector.y); @@ -564,9 +560,9 @@ __global__ void kernUpdateVelNeighborSearchCoherent( for (int z = 0; z < 2; z++) { for (int y = 0; y < 2; y++) { for (int x = 0; x < 2; x++) { - gridCellIndex3D.x = gridIndices.x + x * octantVector.x; - gridCellIndex3D.y = gridIndices.y + y * octantVector.y; - gridCellIndex3D.z = gridIndices.z + z * octantVector.z; + gridCellIndex3D.x = gridIndices.x + (x * octantVector.x); + gridCellIndex3D.y = gridIndices.y + (y * octantVector.y); + gridCellIndex3D.z = gridIndices.z + (z * octantVector.z); if (gridCellIndex3D.x >= 0 && gridCellIndex3D.x < gridResolution && gridCellIndex3D.y >= 0 && gridCellIndex3D.y < gridResolution && gridCellIndex3D.z >= 0 && gridCellIndex3D.z < gridResolution) { @@ -691,21 +687,18 @@ void Boids::stepSimulationCoherentGrid(float dt) { // - BIG DIFFERENCE: use the rearranged array index buffer to reshuffle all // the particle data in the simulation array. // CONSIDER WHAT ADDITIONAL BUFFERS YOU NEED - kernShufflePositionVelocity << < fullBlocksPerGrid, blockSize>>>(numObjects, dev_particleArrayIndices, - dev_pos, dev_vel1, dev_shuffledPos, dev_shuffledVel); + kernShufflePositionVelocity << < fullBlocksPerGrid, blockSize >> > (numObjects, dev_particleArrayIndices, + dev_pos, dev_vel1, dev_shuffledPos, dev_vel2); // - Perform velocity updates using neighbor search kernUpdateVelNeighborSearchCoherent << > > (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, - dev_shuffledPos, dev_shuffledVel, dev_vel2); - kernUpdatePos << > > (numObjects, dt, dev_shuffledPos, dev_shuffledVel); + dev_shuffledPos, dev_vel2, dev_vel1); + kernUpdatePos << > > (numObjects, dt, dev_shuffledPos, dev_vel1); // - Update positions // - Ping-pong buffers as needed. THIS MAY BE DIFFERENT FROM BEFORE. //switch dev_pos and dev_shuffledPos - glm::vec3 *tmpBuf = dev_vel2; - dev_vel2 = dev_vel1; - dev_vel1 = tmpBuf; - tmpBuf = dev_pos; + glm::vec3 *tmpBuf = dev_pos; dev_pos = dev_shuffledPos; dev_shuffledPos = tmpBuf; } @@ -722,7 +715,6 @@ void Boids::endSimulation() { cudaFree(dev_gridCellEndIndices); cudaFree(dev_shuffledPos); - cudaFree(dev_shuffledVel); } void Boids::unitTest() { diff --git a/src/main.cpp b/src/main.cpp index 5df9016..6384364 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -18,7 +18,7 @@ #define COHERENT_GRID 1 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 7500; +const int N_FOR_VIS = 2500; const float DT = 0.2f; /** From 6c4846c0943ca04b7e6d45e1b474c1ee90b1b0e5 Mon Sep 17 00:00:00 2001 From: William Ho Date: Fri, 8 Sep 2017 13:49:05 -0400 Subject: [PATCH 19/27] It would appear that it all works --- src/kernel.cu | 51 ++++++++++++++++++++++++++++++++------------------- src/main.cpp | 4 ++-- 2 files changed, 34 insertions(+), 21 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 5c9fe8c..1ed1b0b 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -41,9 +41,9 @@ void checkCUDAError(const char *msg, int line = -1) { // LOOK-1.2 Parameters for the boids algorithm. // These worked well in our reference implementation. -#define rule1Distance 10.0f -#define rule2Distance 6.0f -#define rule3Distance 20.0f +#define rule1Distance 5.0f +#define rule2Distance 3.0f +#define rule3Distance 5.0f #define rule1Scale 0.01f #define rule2Scale 0.1f @@ -276,12 +276,16 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po } } } - perceivedCenter = perceivedCenter / (float) imax(1, nearBoid1Count); - perceivedVel = perceivedVel / (float) imax(1, nearBoid3Count); - finalVel = (perceivedCenter - selfPos) * rule1Scale; + if (nearBoid1Count > 0) { + perceivedCenter = perceivedCenter / (float)nearBoid1Count; + finalVel += (perceivedCenter - selfPos) * rule1Scale; + } + if (nearBoid3Count > 0) { + perceivedVel = perceivedVel / (float)nearBoid3Count; + finalVel += perceivedVel * rule3Scale; + } finalVel += avoidanceVector * rule2Scale; - finalVel += perceivedVel * rule3Scale; return vel[iSelf] + finalVel; } @@ -504,12 +508,17 @@ __global__ void kernUpdateVelNeighborSearchScattered( } } - perceivedCenter = perceivedCenter / (float)imax(1, nearBoid1Count); - perceivedVel = perceivedVel / (float)imax(1, nearBoid3Count); + if (nearBoid1Count > 0) { + perceivedCenter = perceivedCenter / (float)nearBoid1Count; + finalVel += (perceivedCenter - selfPos) * rule1Scale; + } + if (nearBoid3Count > 0) { + perceivedVel = perceivedVel / (float)nearBoid3Count; + finalVel += perceivedVel * rule3Scale; + } + - finalVel = (perceivedCenter - selfPos) * rule1Scale; finalVel += avoidanceVector * rule2Scale; - finalVel += perceivedVel * rule3Scale; finalVel = vel1[index] + finalVel; if (glm::length(finalVel) > maxSpeed) { @@ -593,13 +602,15 @@ __global__ void kernUpdateVelNeighborSearchCoherent( } } } - - perceivedCenter = perceivedCenter / (float)imax(1, nearBoid1Count); - perceivedVel = perceivedVel / (float)imax(1, nearBoid3Count); - - finalVel = (perceivedCenter - selfPos) * rule1Scale; + if (nearBoid1Count > 0) { + perceivedCenter = perceivedCenter / (float)nearBoid1Count; + finalVel += (perceivedCenter - selfPos) * rule1Scale; + } + if (nearBoid3Count > 0) { + perceivedVel = perceivedVel / (float)nearBoid3Count; + finalVel += perceivedVel * rule3Scale; + } finalVel += avoidanceVector * rule2Scale; - finalVel += perceivedVel * rule3Scale; finalVel = vel1[index] + finalVel; if (glm::length(finalVel) > maxSpeed) { @@ -690,8 +701,10 @@ void Boids::stepSimulationCoherentGrid(float dt) { kernShufflePositionVelocity << < fullBlocksPerGrid, blockSize >> > (numObjects, dev_particleArrayIndices, dev_pos, dev_vel1, dev_shuffledPos, dev_vel2); // - Perform velocity updates using neighbor search - kernUpdateVelNeighborSearchCoherent << > > (numObjects, gridSideCount, gridMinimum, - gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, + kernUpdateVelNeighborSearchCoherent << > > (numObjects, + gridSideCount, gridMinimum, + gridInverseCellWidth, gridCellWidth, + dev_gridCellStartIndices, dev_gridCellEndIndices, dev_shuffledPos, dev_vel2, dev_vel1); kernUpdatePos << > > (numObjects, dt, dev_shuffledPos, dev_vel1); // - Update positions diff --git a/src/main.cpp b/src/main.cpp index 6384364..0a28075 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,12 +13,12 @@ // ================ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID -#define VISUALIZE 1 +#define VISUALIZE 0 #define UNIFORM_GRID 1 #define COHERENT_GRID 1 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 2500; +const int N_FOR_VIS = 5000; const float DT = 0.2f; /** From fe37c60594e9527ff38239982b66f72bcec8f718 Mon Sep 17 00:00:00 2001 From: William Ho Date: Fri, 8 Sep 2017 15:38:24 -0400 Subject: [PATCH 20/27] Seems to perform fine at low numbers of boids e.g. 5000 or less --- src/kernel.cu | 7 ++++++- src/main.cpp | 6 +++--- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 1ed1b0b..717bfd7 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -544,6 +544,7 @@ __global__ void kernUpdateVelNeighborSearchCoherent( // - Identify the grid cell that this particle is in glm::vec3 finalVel; if (index < N) { + glm::vec3 selfPos = pos[index]; int3 gridIndices = positionToGridIndices(gridMin, selfPos, inverseCellWidth); @@ -566,6 +567,8 @@ __global__ void kernUpdateVelNeighborSearchCoherent( glm::vec3 perceivedVel; glm::vec3 boidPos; int nearBoid1Count = 0; int nearBoid3Count = 0; float distance; + + for (int z = 0; z < 2; z++) { for (int y = 0; y < 2; y++) { for (int x = 0; x < 2; x++) { @@ -602,6 +605,7 @@ __global__ void kernUpdateVelNeighborSearchCoherent( } } } + if (nearBoid1Count > 0) { perceivedCenter = perceivedCenter / (float)nearBoid1Count; finalVel += (perceivedCenter - selfPos) * rule1Scale; @@ -611,7 +615,7 @@ __global__ void kernUpdateVelNeighborSearchCoherent( finalVel += perceivedVel * rule3Scale; } finalVel += avoidanceVector * rule2Scale; - + finalVel = vel1[index] + finalVel; if (glm::length(finalVel) > maxSpeed) { finalVel = glm::normalize(finalVel) * maxSpeed; @@ -672,6 +676,7 @@ void Boids::stepSimulationScatteredGrid(float dt) { // - Update positions kernUpdatePos << > > (numObjects, dt, dev_pos, dev_vel1); // - Ping-pong buffers as needed + glm::vec3 *tmpVel = dev_vel1; dev_vel1 = dev_vel2; dev_vel2 = tmpVel; diff --git a/src/main.cpp b/src/main.cpp index 0a28075..43275ad 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,12 +13,12 @@ // ================ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID -#define VISUALIZE 0 +#define VISUALIZE 1 #define UNIFORM_GRID 1 -#define COHERENT_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 = 7500; const float DT = 0.2f; /** From f2f2e84c825bf483ea747f34d9223f5a17ad009f Mon Sep 17 00:00:00 2001 From: William Ho Date: Sun, 10 Sep 2017 16:24:34 -0400 Subject: [PATCH 21/27] all implementations work, but coherent grid shows strange behavior to skew velocity in one direction --- src/kernel.cu | 89 +++++++++++++++++++++++++++++++++++++++++++-------- src/main.cpp | 4 +-- 2 files changed, 78 insertions(+), 15 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 717bfd7..4d1c8b0 100755 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -147,6 +147,9 @@ void Boids::initSimulation(int N) { cudaMalloc((void**)&dev_pos, N * sizeof(glm::vec3)); checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); + cudaMalloc((void**)&dev_shuffledPos, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_shuffledPos failed!"); + cudaMalloc((void**)&dev_vel1, N * sizeof(glm::vec3)); checkCUDAErrorWithLine("cudaMalloc dev_vel1 failed!"); @@ -184,8 +187,7 @@ void Boids::initSimulation(int N) { checkCUDAErrorWithLine("cudaMalloc dev_gridCellEndIndices failed!"); //2.3 buffers - cudaMalloc((void**)&dev_shuffledPos, N * sizeof(glm::vec3)); - checkCUDAErrorWithLine("cudaMalloc dev_shuffledPos failed!"); + cudaThreadSynchronize(); } @@ -427,7 +429,7 @@ __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, __global__ void kernShufflePositionVelocity(int N, int *particleArrayIndices, glm::vec3 *pos, glm::vec3 *vel, glm::vec3 *shufflePos, glm::vec3 *shuffleVel) { - int index = threadIdx.x + blockIdx.x * blockDim.x; + int index = threadIdx.x + (blockIdx.x * blockDim.x); int arrayIndex = particleArrayIndices[index]; glm::vec3 position = pos[arrayIndex]; shufflePos[index] = position; @@ -469,6 +471,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( glm::vec3 perceivedCenter; glm::vec3 avoidanceVector; glm::vec3 perceivedVel; glm::vec3 boidPos; int boidIndex; int nearBoid1Count = 0; int nearBoid3Count = 0; + int gridCellStartIndex; float distance; for (int z = 0; z < 2; z++) { for (int y = 0; y < 2; y++) { @@ -482,7 +485,11 @@ __global__ void kernUpdateVelNeighborSearchScattered( gridCellIndex = gridIndex3Dto1D(gridCellIndex3D.x, gridCellIndex3D.y, gridCellIndex3D.z, gridResolution); - for (int i = gridCellStartIndices[gridCellIndex]; i < gridCellEndIndices[gridCellIndex]; i++) { + gridCellStartIndex = gridCellStartIndices[gridCellIndex]; + if (gridCellStartIndex == -1) { + continue; + } + for (int i = gridCellStartIndex; i < gridCellEndIndices[gridCellIndex]; i++) { boidIndex = particleArrayIndices[i]; boidPos = pos[boidIndex]; distance = glm::length(selfPos - boidPos); @@ -517,7 +524,6 @@ __global__ void kernUpdateVelNeighborSearchScattered( finalVel += perceivedVel * rule3Scale; } - finalVel += avoidanceVector * rule2Scale; finalVel = vel1[index] + finalVel; @@ -544,7 +550,6 @@ __global__ void kernUpdateVelNeighborSearchCoherent( // - Identify the grid cell that this particle is in glm::vec3 finalVel; if (index < N) { - glm::vec3 selfPos = pos[index]; int3 gridIndices = positionToGridIndices(gridMin, selfPos, inverseCellWidth); @@ -566,9 +571,8 @@ __global__ void kernUpdateVelNeighborSearchCoherent( glm::vec3 perceivedCenter; glm::vec3 avoidanceVector; glm::vec3 perceivedVel; glm::vec3 boidPos; int nearBoid1Count = 0; int nearBoid3Count = 0; + int gridCellStartIndex; float distance; - - for (int z = 0; z < 2; z++) { for (int y = 0; y < 2; y++) { for (int x = 0; x < 2; x++) { @@ -581,7 +585,11 @@ __global__ void kernUpdateVelNeighborSearchCoherent( gridCellIndex = gridIndex3Dto1D(gridCellIndex3D.x, gridCellIndex3D.y, gridCellIndex3D.z, gridResolution); - for (int i = gridCellStartIndices[gridCellIndex]; i < gridCellEndIndices[gridCellIndex]; i++) { + gridCellStartIndex = gridCellStartIndices[gridCellIndex]; + if (gridCellStartIndex == -1) { + continue; + } + for (int i = gridCellStartIndex; i < gridCellEndIndices[gridCellIndex]; i++) { boidPos = pos[i]; distance = glm::length(selfPos - boidPos); if (i != index) { @@ -605,7 +613,7 @@ __global__ void kernUpdateVelNeighborSearchCoherent( } } } - + if (nearBoid1Count > 0) { perceivedCenter = perceivedCenter / (float)nearBoid1Count; finalVel += (perceivedCenter - selfPos) * rule1Scale; @@ -614,13 +622,14 @@ __global__ void kernUpdateVelNeighborSearchCoherent( perceivedVel = perceivedVel / (float)nearBoid3Count; finalVel += perceivedVel * rule3Scale; } + finalVel += avoidanceVector * rule2Scale; - finalVel = vel1[index] + finalVel; if (glm::length(finalVel) > maxSpeed) { finalVel = glm::normalize(finalVel) * maxSpeed; } vel2[index] = finalVel; + } // This should expect gridCellStartIndices and gridCellEndIndices to refer // directly to pos and vel1. // - Identify the grid cell that this particle is in @@ -631,7 +640,6 @@ __global__ void kernUpdateVelNeighborSearchCoherent( // - 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 - } } /** @@ -666,6 +674,9 @@ void Boids::stepSimulationScatteredGrid(float dt) { thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices + int gridBufferLength = gridSideCount * gridSideCount * gridSideCount; + kernResetIntBuffer << > > (gridBufferLength, dev_gridCellStartIndices, -1); + kernResetIntBuffer << > > (gridBufferLength, dev_gridCellEndIndices, -1); kernIdentifyCellStartEnd << > > (numObjects, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); // - Perform velocity updates using neighbor search @@ -698,6 +709,9 @@ void Boids::stepSimulationCoherentGrid(float dt) { thrust::sort_by_key(dev_thrust_keys, dev_thrust_keys + numObjects, dev_thrust_values); // - Naively unroll the loop for finding the start and end indices of each // cell's data pointers in the array of boid indices + int gridBufferLength = gridSideCount * gridSideCount * gridSideCount; + kernResetIntBuffer << > > (gridBufferLength, dev_gridCellStartIndices, -1); + kernResetIntBuffer << > > (gridBufferLength, dev_gridCellEndIndices, -1); kernIdentifyCellStartEnd << > > (numObjects, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); // - BIG DIFFERENCE: use the rearranged array index buffer to reshuffle all @@ -711,7 +725,7 @@ void Boids::stepSimulationCoherentGrid(float dt) { gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_shuffledPos, dev_vel2, dev_vel1); - kernUpdatePos << > > (numObjects, dt, dev_shuffledPos, dev_vel1); + kernUpdatePos << > > (numObjects, dt, dev_shuffledPos, dev_vel2); // - Update positions // - Ping-pong buffers as needed. THIS MAY BE DIFFERENT FROM BEFORE. //switch dev_pos and dev_shuffledPos @@ -799,6 +813,55 @@ void Boids::unitTest() { cudaFree(dev_intValues); checkCUDAErrorWithLine("cudaFree failed!"); + //test kernShufflePositionVelocity + /* + glm::vec3 *dev_dummyVel1; + glm::vec3 *dev_dummyPos1; + glm::vec3 *dev_dummyShuffleVel; + glm::vec3 *dev_dummyShufflePos; + glm::vec3 *dummyPos1 = new glm::vec3[N]; + glm::vec3 *dummyVel1 = new glm::vec3[N]; + std::cout << "before shuffle" << std::endl; + for (int i = 0; i < N; i++) { + dummyVel1[i] = glm::vec3(i * 1.0f); + dummyPos1[i] = glm::vec3(i * 0.1f); + std::cout << "pos: " << dummyPos1[i].x << std::endl; + } + + cudaMalloc((void**)&dev_dummyPos1, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyPos failed!"); + + cudaMalloc((void**)&dev_dummyVel1, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyPos failed!"); + + cudaMalloc((void**)&dev_dummyShufflePos, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyPos failed!"); + + cudaMalloc((void**)&dev_dummyShuffleVel, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_dummyPos failed!"); + + cudaMemcpy(dev_dummyPos1, dummyPos1, N * sizeof(glm::vec3), cudaMemcpyHostToDevice); + cudaMemcpy(dev_dummyVel1, dummyVel1, N * sizeof(glm::vec3), cudaMemcpyHostToDevice); + + kernShufflePositionVelocity << > > (N, dev_intValues, dev_dummyPos1, dev_dummyVel1, dev_dummyShufflePos, dev_dummyShuffleVel); + + cudaMemcpy(dummyPos1, dev_dummyShufflePos, N * sizeof(glm::vec3), cudaMemcpyDeviceToHost); + cudaMemcpy(dummyVel1, dev_dummyShuffleVel, N * sizeof(glm::vec3), cudaMemcpyDeviceToHost); + + std::cout << "after shuffle" << std::endl; + for (int i = 0; i < N; i++) { + std::cout << "pos: " << dummyPos1[i].x << std::endl; + } + + delete[] dummyPos1; + delete[] dummyVel1; + cudaFree(dev_dummyPos1); + cudaFree(dev_dummyVel1); + cudaFree(dev_dummyShufflePos); + cudaFree(dev_dummyShuffleVel); + checkCUDAErrorWithLine("cudaFree failed!"); + */ + //test kernIdentifyStartEnd int *dev_dummyStartIndices; int *dev_dummyEndIndices; diff --git a/src/main.cpp b/src/main.cpp index 43275ad..b24fda6 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -15,10 +15,10 @@ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID #define VISUALIZE 1 #define UNIFORM_GRID 1 -#define COHERENT_GRID 0 +#define COHERENT_GRID 1 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 7500; +const int N_FOR_VIS = 50000; const float DT = 0.2f; /** From ffea0d3a1e34e9a1201f8943e6960807bbcb8e43 Mon Sep 17 00:00:00 2001 From: William Ho Date: Sun, 10 Sep 2017 19:30:11 -0400 Subject: [PATCH 22/27] Preliminary Analysis --- README.md | 11 +++++++---- images/scattered1.PNG | Bin 0 -> 114840 bytes images/scattered2.PNG | Bin 0 -> 118857 bytes images/scattered4.PNG | Bin 0 -> 118815 bytes images/scattered5.PNG | Bin 0 -> 117521 bytes src/kernel.cu | 12 ++++++------ src/main.cpp | 2 +- 7 files changed, 14 insertions(+), 11 deletions(-) create mode 100755 images/scattered1.PNG create mode 100755 images/scattered2.PNG create mode 100755 images/scattered4.PNG create mode 100755 images/scattered5.PNG diff --git a/README.md b/README.md index 98dd9a8..ae0adbd 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,13 @@ **University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 1 - Flocking** -* (TODO) YOUR NAME HERE -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) - -### (TODO: Your README) +* William Ho +* Tested On: Windows 7 Professional, i7-6700 @ 3.40 GHz 16.0GB, NVIDIA QuadroK620 (Moore 100C Lab) Include screenshots, analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) + + +![Boids begin movement in small flocks](images/scattered1.PNG) +![Flocks coalesce into larger groups](images/scattered4.PNG) +![Major flock group begins to 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THIS MAY BE DIFFERENT FROM BEFORE. //switch dev_pos and dev_shuffledPos @@ -810,11 +810,10 @@ void Boids::unitTest() { delete[] intKeys; delete[] intValues; //cudaFree(dev_intKeys); - cudaFree(dev_intValues); + //cudaFree(dev_intValues); checkCUDAErrorWithLine("cudaFree failed!"); //test kernShufflePositionVelocity - /* glm::vec3 *dev_dummyVel1; glm::vec3 *dev_dummyPos1; glm::vec3 *dev_dummyShuffleVel; @@ -823,8 +822,8 @@ void Boids::unitTest() { glm::vec3 *dummyVel1 = new glm::vec3[N]; std::cout << "before shuffle" << std::endl; for (int i = 0; i < N; i++) { - dummyVel1[i] = glm::vec3(i * 1.0f); - dummyPos1[i] = glm::vec3(i * 0.1f); + dummyVel1[i] = glm::vec3(i * 1.0f, i * 1.0f, i * 1.0f); + dummyPos1[i] = glm::vec3(i * 0.1f, i * 0.1f, i * 0.1f); std::cout << "pos: " << dummyPos1[i].x << std::endl; } @@ -859,8 +858,9 @@ void Boids::unitTest() { cudaFree(dev_dummyVel1); cudaFree(dev_dummyShufflePos); cudaFree(dev_dummyShuffleVel); + cudaFree(dev_intValues); checkCUDAErrorWithLine("cudaFree failed!"); - */ + //test kernIdentifyStartEnd int *dev_dummyStartIndices; diff --git a/src/main.cpp b/src/main.cpp index b24fda6..5df9016 100755 --- a/src/main.cpp +++ b/src/main.cpp @@ -18,7 +18,7 @@ #define COHERENT_GRID 1 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 50000; +const int N_FOR_VIS = 7500; const float DT = 0.2f; /** From 63a85015e79d1174df1cfc9e0c9bdc3d973f386b Mon Sep 17 00:00:00 2001 From: William Ho Date: Sun, 10 Sep 2017 19:33:58 -0400 Subject: [PATCH 23/27] more analysis --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index ae0adbd..04fed65 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,11 @@ Include screenshots, analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) +The machines in Moore 100C seemed to lack a method of video screen capture. Below are screenshots of a simulation of about 7500 boids progressing. + +Boid Count: 7500 +Implementation: Uniform Grid + ![Boids begin movement in small flocks](images/scattered1.PNG) ![Flocks coalesce into larger groups](images/scattered4.PNG) ![Major flock group begins to dominate simulation](images/scattered5.PNG) From 009f0e8328b3e0d023aeaea9d70b67c5d3d47c5b Mon Sep 17 00:00:00 2001 From: WilliamKHo Date: Sun, 10 Sep 2017 20:10:54 -0400 Subject: [PATCH 24/27] Graphs --- images/fpsOverBoidNumber.PNG | Bin 0 -> 61612 bytes images/fpsOverCellWidth.PNG | Bin 0 -> 60686 bytes images/fpsOverGrids.PNG | Bin 0 -> 60038 bytes images/fpsOverThreads.PNG | Bin 0 -> 66576 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 images/fpsOverBoidNumber.PNG create mode 100644 images/fpsOverCellWidth.PNG create mode 100644 images/fpsOverGrids.PNG create mode 100644 images/fpsOverThreads.PNG diff --git a/images/fpsOverBoidNumber.PNG b/images/fpsOverBoidNumber.PNG new file mode 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z$G2-r0_DVgv9;z58mymt_QO8THm7@MA)6RfIS8ac4yle3q^zp=KX;QVT5PU%!5 zOJ51`&X>Jc>N}Rd7Vl)%;BhS}h`u3=17&hUC~ei7nsO$aM0ZwRU2i=^G$LU(oOR1_P=~O4D|l|s>|0eZTG(WdmB>I=&5=w z@a;NZKZzhb_w{SeT>7`0`2r1m)${$u5Oa-!xpc&6*~@>snPLRxp(J0r&;8ZC95*rTut?KVIQ?_JaKS|IsWw4ZS9+!vE?ow9@!&RqFFd^a@} literal 0 HcmV?d00001 From 65980d64fb3ddea91d47a67968fbfaeae1fd2fb7 Mon Sep 17 00:00:00 2001 From: William Ho Date: Sun, 10 Sep 2017 20:31:01 -0400 Subject: [PATCH 25/27] updated analysis --- README.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/README.md b/README.md index 04fed65..aa86374 100644 --- a/README.md +++ b/README.md @@ -16,3 +16,27 @@ Implementation: Uniform Grid ![Boids begin movement in small flocks](images/scattered1.PNG) ![Flocks coalesce into larger groups](images/scattered4.PNG) ![Major flock group begins to dominate simulation](images/scattered5.PNG) + + +The following graphs illustrate performance changes based on changes in parameters. Each graph represents a change in only 1 parameter, and where otherwise specified, baseline simulation parameters are as follows: + +Threads per Block: 128 +Cell Width: 6.0f +Number of Boids: 5000 +Grids Queried: 8 + +This Flocking Boids project showcases 3 implementations of flocking behavior: + +A naive approach that checks each boid against each other boid and two uniform grid approaches(scattered and coherent). The second uniform grid approach preprocess position and velocity into buffers to optimize memory access (coherent uniform grid). The coherent uniform grid out-performs the scattered uniform grid by minimizing cache misses, and lowering the number of global memory reads that are required per thread. + +![Graph 1](fpsOverBoidNumber.PNG) +Here, we can clearly see the difference in how our implementations can scale. Uniform grid implementations are intended to be more efficient than a naive approach because they cull unnecessary comparisons. Of course, the trade off is the overhead of building the grid data structure, and at low numbers of boids, this cost actually out weighs the benefits. But it is clear that to quickly simulate orders of magnitudes of more boids, a uniform grid is necessary. + +![Graph 2](fpsOverThreads.PNG) +In this project, block size did not appear to create significant performance differences. Our naive implementation benefited modestly from higher numbers of threads. + +![Graph 3](fpsOverCellWidth.PNG) +Changing grid cell width comes with its tradeoffs. Smaller grid cells require more overhead to store and maintain the uniform grid data. Working in 3 dimensions, such memory requirements could balloon. Larger grid cells, on the other hand, are likely to contain more boids, and do not cull as effectively. + +![Graph 4](fpsOverGrids.PNG) +Unsurprisingly, the benefit of scanning only 8 grid cells instead of 27 is significant. From f5cc4c53b40932b0ce4fe8a0903198b11c223af7 Mon Sep 17 00:00:00 2001 From: William Ho Date: Sun, 10 Sep 2017 20:35:04 -0400 Subject: [PATCH 26/27] fixed image refs --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index aa86374..d348456 100644 --- a/README.md +++ b/README.md @@ -29,14 +29,14 @@ This Flocking Boids project showcases 3 implementations of flocking behavior: A naive approach that checks each boid against each other boid and two uniform grid approaches(scattered and coherent). The second uniform grid approach preprocess position and velocity into buffers to optimize memory access (coherent uniform grid). The coherent uniform grid out-performs the scattered uniform grid by minimizing cache misses, and lowering the number of global memory reads that are required per thread. -![Graph 1](fpsOverBoidNumber.PNG) +![Graph 1](images/fpsOverBoidNumber.PNG) Here, we can clearly see the difference in how our implementations can scale. Uniform grid implementations are intended to be more efficient than a naive approach because they cull unnecessary comparisons. Of course, the trade off is the overhead of building the grid data structure, and at low numbers of boids, this cost actually out weighs the benefits. But it is clear that to quickly simulate orders of magnitudes of more boids, a uniform grid is necessary. -![Graph 2](fpsOverThreads.PNG) +![Graph 2](images/fpsOverThreads.PNG) In this project, block size did not appear to create significant performance differences. Our naive implementation benefited modestly from higher numbers of threads. -![Graph 3](fpsOverCellWidth.PNG) +![Graph 3](images/fpsOverCellWidth.PNG) Changing grid cell width comes with its tradeoffs. Smaller grid cells require more overhead to store and maintain the uniform grid data. Working in 3 dimensions, such memory requirements could balloon. Larger grid cells, on the other hand, are likely to contain more boids, and do not cull as effectively. -![Graph 4](fpsOverGrids.PNG) +![Graph 4](images/fpsOverGrids.PNG) Unsurprisingly, the benefit of scanning only 8 grid cells instead of 27 is significant. From 82b42a79827b8d82b5f7a549dde0f062880a75ab Mon Sep 17 00:00:00 2001 From: William Ho Date: Sun, 10 Sep 2017 20:36:02 -0400 Subject: [PATCH 27/27] formatting --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index d348456..03fe91c 100644 --- a/README.md +++ b/README.md @@ -21,8 +21,11 @@ Implementation: Uniform Grid The following graphs illustrate performance changes based on changes in parameters. Each graph represents a change in only 1 parameter, and where otherwise specified, baseline simulation parameters are as follows: Threads per Block: 128 + Cell Width: 6.0f + Number of Boids: 5000 + Grids Queried: 8 This Flocking Boids project showcases 3 implementations of flocking behavior: