From d7d969dd4f9d9323fa77bd8347abf69396eca791 Mon Sep 17 00:00:00 2001 From: akhabbaz Date: Fri, 8 Sep 2017 13:52:35 -0400 Subject: [PATCH 1/6] part 1 done and working on part 2 --- README.md | 15 ++++- profileResults.xlsx | Bin 0 -> 8535 bytes src/CMakeLists.txt | 2 +- src/kernel.cu | 130 +++++++++++++++++++++++++++++++++++++++----- src/main.cpp | 5 +- src/main.hpp | 5 +- 6 files changed, 137 insertions(+), 20 deletions(-) create mode 100644 profileResults.xlsx diff --git a/README.md b/README.md index 98dd9a8..dfb1520 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,21 @@ **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) Anton Khabbaz +* Pennkey: akhabbaz +* Tested on: Windows 10 , i7-6600U @ 2.6 GHz 16 GB, GTX 965M 10000MB (personal Windows SUrface book) ### (TODO: Your README) +// update src/CMakeLists.txt with '-arch=sm_52' since that is the cuda version supported on my graphics card. +p +I added a line to increase the frame rate by turning off vsync with +glfwSwapInterval(false) (Josh helped me). + + +Got 1.2 and the flocking to work in the naive case. I changed parameters +and found that with 1000 boids + + Include screenshots, analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) diff --git a/profileResults.xlsx b/profileResults.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..c9bdcba5c0cfc24f5d7db65e7b181464737bf3e1 GIT binary patch literal 8535 zcmeHM1y@|z(rtn@q#?Kj2rfYzcee!BBxvK-Xya}P5+Fe1!AX!{L4vzmAZTz64DJpA zzRtXvH#3>}e!-j5Yu&SYty{J3t-JTBs$FV|$S4E=Gyo6)08j%=_R_5kkpO@g6aWAp z0KBIs?O^X>Ztnuo@^mzJHemO#v!%*GxyO_RxQDp^-}OHnf#Uc9l@2hD?D>=L(yMF= za}^Rm-rb-cJZ5#V*3P)@LQ}mAYwNp=@M|2YY(g9Ua=b5d-du-+Ru%Sk)j?t14H}?` zz}{AELo$AjuAUwG7GhF3Ojl<=i-1gmlN17pvPcCaJJob(@W?DnDilAoA|w(E_?AA? z^9*;fyAD*STOimw+qR_gYynrG|HBy0w-Nkt8|%m3hR5I7o}xt1c+U~J8Rn`{ztDVa zqEQFCN>XfgW~$|$FfzTj01k<1!k!;mL~Cf~f27Rwu;Rn(lS19@7${4NkG_vr3)7p3 z6Sb>)K0+%9n_h-QAa&5_6hI9c@rkH}%l?aRr#Rs|rGbNXs`+dBWqk6^MKZJcjOZ9M z6%rad)}`E@3>j5He&!&*{NBD=fmYRBQ*s~syb<(O6xoYAf-~IB`r}q9oW53SI^WRU zrQS_p@15Z_z2LpW#7%#$TQmUR?hYBC_7_@KX@hA`5Li<}ui&fpS2bD zCDng2F>ez~JWNn&XEcSd*V)8!y40uFmiqMap|+-#pmmu^226;?6JloDdMuOLf`8+~ zrjpjHLBoT0!SzMHhd%4nU-uKw;Xt})CqG6YbYyrf^nMe--d$SQ{4!0r(HN` zcC@!20Q){Yo@Jos_B&Z5W3D%N@l}xn*&)Ppf3U~xoELiq8UM76rQkIliWk1^zA&o8 z;PD_b&}6sdQII?;KHkpOcG2#A?6=PNbz<;d)(irHUoM#FNkiY|(a4KcUPb_@*>4Yg}kCZAud#*z4Da)kKxX1IVla=`^zp;*Zq%MW{+40 zPWCNU`+6o85nuZ6kdb>-=%9&!OBJHrd4RYB0hvF8rC3YRAyopW`T3T=gg2vzi7h&5 z4vKJLE_20EqoWQ-@U+)-ZiC_u)0Y1}AXhn6vGA<@b8~abWiu(!dXKJvY8KXWF6y>$ zRq_}mLj65Fn7{klP`D{;0xF?`lvGAr%<;*$&@Rc%n`a-If&rs+?<=aqMZc6`+SsUQ zA>*kkZhns)DW)ZnDDqda)nwQ$m;Fb_1F)1k~2dzS8~O3 zr>yb=;MMI5*+5zm!!(sI?F9|tvIfBWx*GRW;6#Go+iqKqCQL08q+HX;E@og@Qv?)t zoA+AcyIi1r{EodRho zN3RUXWvJhEEOE60kgqX%y<>rKsi8lIM^Yf=v<+f>P8-DOwcXpyYu`|g;YcLhus6>5 z=8d3`mjQ}s`$eRBTN$Cy7$gnVZ>lHY-Hokny+j1_!OKPz{5z9hGL`lHT_4uPUFvKM zG3IBdDkm;8zb#2D8rYbNRZ_P`Blfhb0;G%ffu`At<{ZCXIe$cPM`tjCjGv%|_(~k)?EaniTQvQ`(ihvfc{;Q7c=D?1 z9rb72T<}IR{Co6*ry5M}bCaYTMB_&#kg=LhqA}<`ZBmXf4o=aQtkI>~D(JdlMabVa z<>#Mg_<0?>9F8_6d&wu?Z-*yBn$?a((;}ym>BbWMp#n@iKB`aRBXP|!>@V-Lepj5$ z^n>Br^#OaPkS}FyvlA(w3eGYUbpbGq9oOZ8|zk`+%-LSFTh&~}1-j4_tl)kJo~^L_0BqJ?3IL1i69Vf3rXEG_@C5K2(} zlI;DDl8?poJ3`Yf@-4R~vj`x19g~W?hH5n@P&JvSu-XvzS5-Fdbu)x!?Hh0K7eK+1 zP4LHG)MK!Ub~H4VUeNHb=|=8xi2(xcY0y1g>FWZi4g)J{BbWr2I%ny}fOrlecnn6h zT92_5v@br21>WY-zODvyy-zSO3V%VSapqyt*{4+foh566pNb^^oBKqo|f%xH}f&jI!e`>@tMV8yP!qai56$xG23 zVYbQz^KX-9DCMA&@p}FE_{x;^rQ$C_p{EZeTQEW2u&*B(bn?L!VH=}$5hUEPqHa@B zY9h`vO7PxJKL%`S*;x1Br^G(d)50>M(&TCtoO3l8)$KPHG_|O!HgDq@!>-JSD9Rfn zQ<^A=U4qIY%x6TZr>X|SxrK#}KP1dFkZ8I@c9VG5h&jI)Hs&5!uN!$zW0XL#qfpG! zJEVP@W`tx8FNA)53`+vCn4cfU+m%^5I0bnSF@@tUzQ24ZGp}GEu$HFfmHq}>d5QPl z8s%!l*yBmm4KTc+<>_`5P{%UKi)hcsz>&qzp|ZyavLL$Kj6&*TLrQg4b2f;h4h<49 z4gq3iQC1!T8<1|B*YAGa72N-r;q; 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// Consider why you would need two velocity buffers in a simulation where each // boid cares about its neighbors' velocities. // These are called ping-pong buffers. -glm::vec3 *dev_pos; +glm::vec3 *dev_pos; glm::vec3 *dev_vel1; glm::vec3 *dev_vel2; @@ -119,6 +120,7 @@ __host__ __device__ glm::vec3 generateRandomVec3(float time, int index) { return glm::vec3((float)unitDistrib(rng), (float)unitDistrib(rng), (float)unitDistrib(rng)); } + /** * LOOK-1.2 - This is a basic CUDA kernel. * CUDA kernel for generating boids with a specified mass randomly around the star. @@ -147,9 +149,13 @@ void Boids::initSimulation(int N) { cudaMalloc((void**)&dev_vel1, N * sizeof(glm::vec3)); checkCUDAErrorWithLine("cudaMalloc dev_vel1 failed!"); - + cudaMemset(dev_vel1, 0.0, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("Initializing dev_vel1 failed"); + cudaMalloc((void**)&dev_vel2, N * sizeof(glm::vec3)); checkCUDAErrorWithLine("cudaMalloc dev_vel2 failed!"); + cudaMemset(dev_vel2, 0.0, N * sizeof(glm::vec3)); + checkCUDAErrorWithLine("Initializing dev_vel2 failed"); // LOOK-1.2 - This is a typical CUDA kernel invocation. kernGenerateRandomPosArray<<>>(1, numObjects, @@ -157,18 +163,32 @@ void Boids::initSimulation(int N) { checkCUDAErrorWithLine("kernGenerateRandomPosArray failed!"); // LOOK-2.1 computing grid params - gridCellWidth = 2.0f * std::max(std::max(rule1Distance, rule2Distance), rule3Distance); - int halfSideCount = (int)(scene_scale / gridCellWidth) + 1; + gridCellWidth = 2.0f * std::max({rule1Distance, rule2Distance, + rule3Distance}); + gridInverseCellWidth = 1.0f / gridCellWidth; + int halfSideCount = static_cast(scene_scale * gridInverseCellWidth) + 1; gridSideCount = 2 * halfSideCount; gridCellCount = gridSideCount * gridSideCount * gridSideCount; - gridInverseCellWidth = 1.0f / gridCellWidth; float halfGridWidth = gridCellWidth * halfSideCount; gridMinimum.x -= halfGridWidth; gridMinimum.y -= halfGridWidth; gridMinimum.z -= halfGridWidth; // TODO-2.1 TODO-2.3 - Allocate additional buffers here. + // allocation for 2.1 arrays + cudaMalloc(reinterpret_cast(&dev_particleArrayIndices), numObjects * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_particleArrayIndices failed!"); + + cudaMalloc(reinterpret_cast(&dev_particleGridIndices), numObjects * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc dev_particleGridIndices failed!"); + + cudaMalloc(reinterpret_cast(&dev_gridCellStartIndices), gridCellCount * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc devgridCellStartIndices failed!"); + + cudaMalloc(reinterpret_cast(&dev_gridCellEndIndices), gridCellCount * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc devgridCellEndindices failed!"); + cudaThreadSynchronize(); } @@ -229,11 +249,78 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) * Compute the new velocity on the body with index `iSelf` due to the `N` boids * in the `pos` and `vel` arrays. */ -__device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { - // Rule 1: boids fly towards their local perceived center of mass, which excludes themselves - // Rule 2: boids try to stay a distance d away from each other +__device__ glm::vec3 rule1(int N, int iSelf, const glm::vec3 * pos, float scale) +{ + glm::vec3 pc; + int n {0}; + for ( int i {0}; i < iSelf; ++i){ + if ( glm::length(pos[i] - pos[iSelf]) < rule1Distance) { + pc += pos[i]; + ++n; + } + } + for( int i {iSelf + 1} ; i < N; ++i){ + if ( glm::length(pos[i] - pos[iSelf]) < rule1Distance) { + pc += pos[i]; + ++n; + } + } + if ( n == 0) + { + return glm::vec3(0.f); + } + pc /= n; + return (pc - pos[iSelf]) * scale; +} +__device__ glm::vec3 rule2(int N, int iSelf, const glm::vec3 * pos, float scale) +{ + glm::vec3 c{ 0.f }; + for ( int i {0}; i < iSelf; ++i){ + if ( glm::length(pos[i] - pos[iSelf]) < rule2Distance) { + c -= pos[i] - pos[iSelf]; + } + } + for( int i {iSelf + 1}; i < N; ++i){ + if ( glm::length(pos[i] - pos[iSelf]) < rule2Distance) { + c -= pos[i] - pos[iSelf]; + } + } + return c * scale; +} +__device__ glm::vec3 rule3(int N, int iSelf, const glm::vec3 * pos, + const glm::vec3 *vel, float scale) +{ + glm::vec3 vsum{ 0.0f }; + int n{0}; + for ( int i {0}; i < iSelf; ++i){ + if ( glm::length(pos[i] - pos[iSelf]) < rule3Distance) { + vsum += vel[i]; + ++n; + } + } + for( int i {iSelf + 1} ; i < N; ++i){ + if ( glm::length(pos[i] - pos[iSelf]) < rule3Distance) { + vsum += vel[i]; + ++n; + } + } + if (n != 0) { + vsum *= scale / n; + } + return vsum; +} +__device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, + const glm::vec3 *vel) +{ + // Rule 1: boids fly towards their local pe:rceived center of mass, which excludes themselves + // move towards the average + glm::vec3 v { rule1(N, iSelf, pos, rule1Scale)}; + // keep a boids apart + //Rule 2: boids try to stay a distance d away from each other + v += rule2(N, iSelf, pos, rule2Scale); // Rule 3: boids try to match the speed of surrounding boids - return glm::vec3(0.0f, 0.0f, 0.0f); + v += rule3(N, iSelf, pos, vel, rule3Scale); + return v; } /** @@ -242,7 +329,16 @@ __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *po */ __global__ void kernUpdateVelocityBruteForce(int N, glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { - // Compute a new velocity based on pos and vel1 + int boid = threadIdx.x + blockIdx.x * blockDim.x; + if (boid >= N) { + return; + } + glm::vec3 v3{ computeVelocityChange(N, boid, pos, vel1)}; + vel2[boid] = vel1[boid] + v3; + float length = glm::length(vel2[boid]); + if (length > maxSpeed){ + vel2[boid] = maxSpeed/length * vel2[boid]; + } // Clamp the speed // Record the new velocity into vel2. Question: why NOT vel1? } @@ -347,6 +443,13 @@ __global__ void kernUpdateVelNeighborSearchCoherent( * Step the entire N-body simulation by `dt` seconds. */ void Boids::stepSimulationNaive(float dt) { + + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, + dev_vel1, dev_vel2); + kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); + std::swap(dev_vel1, dev_vel2); + cudaDeviceSynchronize(); // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. // TODO-1.2 ping-pong the velocity buffers } @@ -390,6 +493,7 @@ void Boids::endSimulation() { cudaFree(dev_pos); // TODO-2.1 TODO-2.3 - Free any additional buffers here. + cudaFree(dev_gridCellStartIndices); } void Boids::unitTest() { diff --git a/src/main.cpp b/src/main.cpp index a29471d..95f7780 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -18,7 +18,7 @@ #define COHERENT_GRID 0 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 5000; +const int N_FOR_VIS = 10000; const float DT = 0.2f; /** @@ -92,7 +92,8 @@ bool init(int argc, char **argv) { glfwSetKeyCallback(window, keyCallback); glfwSetCursorPosCallback(window, mousePositionCallback); glfwSetMouseButtonCallback(window, mouseButtonCallback); - + // turn off vsync to increase the frame rate. + glfwSwapInterval(false); glewExperimental = GL_TRUE; if (glewInit() != GLEW_OK) { return false; diff --git a/src/main.hpp b/src/main.hpp index 6cdaa93..a99c0a2 100644 --- a/src/main.hpp +++ b/src/main.hpp @@ -36,8 +36,9 @@ const float fovy = (float) (PI / 4); const float zNear = 0.10f; const float zFar = 10.0f; // LOOK-1.2: for high DPI displays, you may want to double these settings. -int width = 1280; -int height = 720; +// doubled +int width = 2560; +int height = 1440; int pointSize = 2.0f; // For camera controls From c24e23132e606c0663c9057fa7906cfa8db4fd32 Mon Sep 17 00:00:00 2001 From: akhabbaz Date: Sun, 10 Sep 2017 00:35:49 -0400 Subject: [PATCH 2/6] 2.1 written --- src/kernel.cu | 258 ++++++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 251 insertions(+), 7 deletions(-) diff --git a/src/kernel.cu b/src/kernel.cu index 223b39b..1aaaf70 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -54,6 +54,9 @@ void checkCUDAError(const char *msg, int line = -1) { /*! Size of the starting area in simulation space. */ #define scene_scale 100.0f +// this is the number of cells that could be neighbors +// add 1 to indicate the end of the array. +#define maxGridCells 9 /*********************************************** * Kernel state (pointers are device pointers) * @@ -189,6 +192,10 @@ void Boids::initSimulation(int N) { cudaMalloc(reinterpret_cast(&dev_gridCellEndIndices), gridCellCount * sizeof(int)); checkCUDAErrorWithLine("cudaMalloc devgridCellEndindices failed!"); + dev_thrust_particleArrayIndices = thrust::device_ptr(dev_particleArrayIndices); + dev_thrust_particleGridIndices = thrust::device_ptr(dev_particleGridIndices); + + cudaThreadSynchronize(); } @@ -272,6 +279,33 @@ __device__ glm::vec3 rule1(int N, int iSelf, const glm::vec3 * pos, float scale) pc /= n; return (pc - pos[iSelf]) * scale; } +__device__ glm::vec3 rule1Scatter(int iSelf, int const * gridCellStartIndices, + int const * gridCellEndIndices, int const * particleArrayIndices, + glm::vec3 const * pos, int const usedGridIndices[maxGridCells], + float scale) +{ + glm::vec3 pc; + int n {0}; + for (int k{0}; usedGridIndices[k] != -1; ++k) + { + for ( int i {gridCellStartIndices[k]}; i < gridCellEndIndices[k]; ++i){ + int neighbor = particleArrayIndices[i]; + if ( neighbor == iSelf) { + continue; + } + if ( glm::length(pos[neighbor] - pos[iSelf]) < rule1Distance) { + pc += pos[i]; + ++n; + } + } + } + if ( n == 0) + { + return glm::vec3(0.f); + } + pc /= n; + return (pc - pos[iSelf]) * scale; +} __device__ glm::vec3 rule2(int N, int iSelf, const glm::vec3 * pos, float scale) { glm::vec3 c{ 0.f }; @@ -287,6 +321,26 @@ __device__ glm::vec3 rule2(int N, int iSelf, const glm::vec3 * pos, float scale) } return c * scale; } +__device__ glm::vec3 rule2Scatter(int iSelf, int const * gridCellStartIndices, + int const * gridCellEndIndices, int const * particleArrayIndices, + glm::vec3 const * pos, int const usedGridIndices[maxGridCells], + float scale) +{ + glm::vec3 c{ 0.f }; + for (int k{0}; usedGridIndices[k] != -1; ++k) + { + for ( int i {gridCellStartIndices[k]}; i < gridCellEndIndices[k]; ++i){ + int neighbor = particleArrayIndices[i]; + if ( neighbor == iSelf) { + continue; + } + if ( glm::length(pos[neighbor] - pos[iSelf]) < rule2Distance) { + c -= pos[i] - pos[iSelf]; + } + } + } + return c * scale; +} __device__ glm::vec3 rule3(int N, int iSelf, const glm::vec3 * pos, const glm::vec3 *vel, float scale) { @@ -309,6 +363,51 @@ __device__ glm::vec3 rule3(int N, int iSelf, const glm::vec3 * pos, } return vsum; } +__device__ glm::vec3 rule3Scatter(int iSelf, int const * gridCellStartIndices, + int const * gridCellEndIndices, int const * particleArrayIndices, + glm::vec3 const * pos, glm::vec3 const * vel, + int const usedGridIndices[maxGridCells], + float scale) +{ + glm::vec3 vsum{ 0.0f }; + int n{0}; + for (int k{0}; usedGridIndices[k] != -1; ++k) + { + for ( int i {gridCellStartIndices[k]}; i < gridCellEndIndices[k]; ++i){ + int neighbor = particleArrayIndices[i]; + if ( neighbor == iSelf) { + continue; + } + if ( glm::length(pos[i] - pos[iSelf]) < rule3Distance) { + vsum += vel[i]; + ++n; + } + } + } + if (n != 0) { + vsum *= scale / n; + } + return vsum; +} + +// compute Velocity Change Scattered will get the velocity change with the uniform grid +__device__ glm::vec3 computeVelocityChangeScattered(int iSelf, const int * gridCellStartIndices, + const int * gridCellEndIndices, const int * particleArrayIndices, const glm::vec3 *pos, + const glm::vec3 *vel, int usedGridIndices[maxGridCells] ) +{ + // Rule 1: boids fly towards their local pe:rceived center of mass, which excludes themselves + // move towards the average + glm::vec3 v { rule1Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, + particleArrayIndices, pos, usedGridIndices, rule1Scale)}; + // keep a boids apart + //Rule 2: boids try to stay a distance d away from each other + v += rule2Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, + particleArrayIndices, pos, usedGridIndices, rule2Scale); + // Rule 3: boids try to match the speed of surrounding boids + v += rule3Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, + particleArrayIndices, pos, vel, usedGridIndices, rule3Scale); + return v; +} __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, const glm::vec3 *vel) { @@ -377,18 +476,41 @@ __global__ void kernUpdatePos(int N, float dt, glm::vec3 *pos, glm::vec3 *vel) { __device__ int gridIndex3Dto1D(int x, int y, int z, int gridResolution) { return x + y * gridResolution + z * gridResolution * gridResolution; } - +// returns true if the grid location is in range +__device__ bool gridInRange(int3 val, int gridResolution) { + return (val.x >= 0 && val.x <= gridResolution && + val.y >= 0 && val.y <= gridResolution && + val.z >= 0 && val.z <= gridResolution); +} + +__device__ int3 boidGrid(const glm::vec3 location, const glm::vec3 gridMin, + float inverseCellWidth) +{ + glm::vec3 boidCell = (location - gridMin) * inverseCellWidth; + return make_int3( (int) boidCell.x, (int) boidCell.y, (int) boidCell.z); +} +/// compute the grid and index arrays __global__ void kernComputeIndices(int N, int gridResolution, glm::vec3 gridMin, float inverseCellWidth, glm::vec3 *pos, int *indices, int *gridIndices) { + + int boid = (blockIdx.x * blockDim.x) + threadIdx.x; + if (boid >= N) { + return; + } + int3 gridCoord = boidGrid(pos[boid] , gridMin, inverseCellWidth); + int gridIndex = gridIndex3Dto1D(gridCoord.x, gridCoord.y, gridCoord.z, gridResolution); + gridIndices[boid] = gridIndex; + indices[boid] = boid; + + // TODO-2.1 // - Label each boid with the index of its grid cell. // - Set up a parallel array of integer indices as pointers to the actual // boid data in pos and vel1/vel2 } - // LOOK-2.1 Consider how this could be useful for indicating that a cell -// does not enclose any boids +// : does not enclose any boids __global__ void kernResetIntBuffer(int N, int *intBuffer, int value) { int index = (blockIdx.x * blockDim.x) + threadIdx.x; if (index < N) { @@ -396,12 +518,85 @@ __global__ void kernResetIntBuffer(int N, int *intBuffer, int value) { } } + +// findGridCells will find the neigboring grid cells relative to +// a boid. usedGridCells is the array of 9 gridCells that may hold +// the neighboring gridCells +// the idea here is that boidoffset is longer than the max nearest neighbor +// distance but less than a cellWidth. the two extremes of a 8 grid cell +// cube are given here and all neighbors have to be within these 8 cells. +__device__ void findGridCells(int iSelf, int gridResolution, + const glm::vec3 gridMin, float inverseCellWidth, + float cellWidth,const int *gridCellStartIndices, + const glm::vec3 *pos, int usedGridCells[maxGridCells]) +{ + // includes the grid cells that are used here. last indicates end of array + int xoffsets[4] = { 0, 1, 0, 1}; + int yoffsets[4] = { 0, 0, 1, 1}; + int currLoc = 0; + glm::vec3 boidOffset = glm::vec3(cellWidth * 0.5f, cellWidth * 0.5f, cellWidth * 0.5f); + glm::vec3 extremeBoid = pos[iSelf] + boidOffset; + int3 cellindices = boidGrid( extremeBoid, gridMin, inverseCellWidth); + for (int i = 0; i < 4; ++i) + { + int3 cpy = make_int3(cellindices.x - xoffsets[i], + cellindices.y - yoffsets[i], cellindices.z); + int gridCell = gridIndex3Dto1D(cpy.x, cpy.y, cpy.z, gridResolution); + if (gridInRange(cpy, gridResolution) && + gridCellStartIndices[gridCell] != -1) { + usedGridCells[currLoc++] = gridCell; + } + } + extremeBoid = pos[iSelf] - boidOffset; + cellindices = boidGrid( extremeBoid, gridMin, inverseCellWidth); + for (int i = 0; i < 4; ++i) + { + int3 cpy = make_int3(cellindices.x + xoffsets[i], + cellindices.y + yoffsets[i], cellindices.z); + cpy.x += xoffsets[i]; + cpy.y += yoffsets[i]; + int gridCell = gridIndex3Dto1D(cpy.x, cpy.y, cpy.z, gridResolution); + if (gridInRange(cpy, gridResolution) && + gridCellStartIndices[gridCell] != -1) { + usedGridCells[currLoc++] = gridCell; + } + } + usedGridCells[currLoc] = -1; +} + __global__ void kernIdentifyCellStartEnd(int N, int *particleGridIndices, - int *gridCellStartIndices, int *gridCellEndIndices) { + int *gridCellStartIndices, int *gridCellEndIndices) +{ + // TODO-2.1 // Identify the start point of each cell in the gridIndices array. // This is basically a parallel unrolling of a loop that goes // "this index doesn't match the one before it, must be a new cell!" + // indicates the last cell that was found + // use the parallel structure to unroll always comparing with the prior + // The last grid occupied must be terminated. + // the ordering is [gridCellStartIndex gridCellEndIndex) (inclusive, exclusive). + int index = blockIdx.x * blockDim.x + threadIdx.x; + if (index >= N) { + return; + } + int currentGridLoc = particleGridIndices[index]; + if ( index == 0) { + gridCellStartIndices[currentGridLoc] = index; + return; + } + int priorGridLoc = particleGridIndices[index - 1]; + // no change indicated here + if ( priorGridLoc == currentGridLoc) { + return; + } + // there is a change compared to the prior--update Gridindices + gridCellEndIndices[priorGridLoc] = index; + gridCellStartIndices[currentGridLoc] = index; + // add the end of the currentNow + if (index == N - 1) { + gridCellEndIndices[currentGridLoc] = N; + } } __global__ void kernUpdateVelNeighborSearchScattered( @@ -410,6 +605,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( int *gridCellStartIndices, int *gridCellEndIndices, int *particleArrayIndices, glm::vec3 *pos, glm::vec3 *vel1, glm::vec3 *vel2) { + // TODO-2.1 - Update a boid's velocity using the uniform grid to reduce // the number of boids that need to be checked. // - Identify the grid cell that this particle is in @@ -418,6 +614,22 @@ __global__ void kernUpdateVelNeighborSearchScattered( // - Access each boid in the cell and compute velocity change from // the boids rules, if this boid is within the neighborhood distance. // - Clamp the speed change before putting the new speed in vel2 + int iSelf = blockIdx.x * blockDim.x + threadIdx.x; + if (iSelf >= N) { + return; + } + int usedGridCells[maxGridCells]; + findGridCells(iSelf, gridResolution, gridMin, inverseCellWidth, + cellWidth, gridCellStartIndices, pos, usedGridCells); + + glm::vec3 vchange {computeVelocityChangeScattered(iSelf, gridCellStartIndices, + gridCellEndIndices, particleArrayIndices, pos, + vel1, usedGridCells) }; + vel2[iSelf] = vel1[iSelf] + vchange; + float length = glm::length(vel2[iSelf]); + if (length > maxSpeed){ + vel2[iSelf] = maxSpeed/length * vel2[iSelf]; + } } __global__ void kernUpdateVelNeighborSearchCoherent( @@ -447,14 +659,15 @@ void Boids::stepSimulationNaive(float dt) { dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); - kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); - std::swap(dev_vel1, dev_vel2); - cudaDeviceSynchronize(); + kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); + std::swap(dev_vel1, dev_vel2); + cudaDeviceSynchronize(); // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. // TODO-1.2 ping-pong the velocity buffers } void Boids::stepSimulationScatteredGrid(float dt) { + // TODO-2.1 // Uniform Grid Neighbor search using Thrust sort. // In Parallel: @@ -467,6 +680,34 @@ void Boids::stepSimulationScatteredGrid(float dt) { // - Perform velocity updates using neighbor search // - Update positions // - Ping-pong buffers as needed + + // compute the grid index of each boid + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + kernComputeIndices<<>> + (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, + dev_pos, dev_particleArrayIndices, dev_particleGridIndices); + + thrust::sort_by_key(dev_thrust_particleGridIndices, dev_thrust_particleGridIndices + numObjects, + dev_thrust_particleArrayIndices); + dim3 gridBlocksPerGrid((gridCellCount + blockSize -1) / blockSize); + // initialize to -1 all the gridCells + kernResetIntBuffer<<>>(gridCellCount, + dev_gridCellStartIndices, -1); + kernResetIntBuffer<<>>(gridCellCount, + dev_gridCellEndIndices, -1); + // update the start and end indices + kernIdentifyCellStartEnd<<>>(numObjects, + dev_particleGridIndices, dev_gridCellStartIndices, + dev_gridCellEndIndices); + // update the velocity + kernUpdateVelNeighborSearchScattered<<>> + (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, + gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, + dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); + // update the position + kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); + std::swap(dev_vel1, dev_vel2); + cudaDeviceSynchronize(); } void Boids::stepSimulationCoherentGrid(float dt) { @@ -493,7 +734,10 @@ 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 d60202b7b31d17a92ba1ef263eafa3248477866d Mon Sep 17 00:00:00 2001 From: akhabbaz Date: Sun, 10 Sep 2017 21:36:00 -0400 Subject: [PATCH 3/6] added kernel and main and now 1 works, 2.1 is written and the arrays gridStart gridEnd are working correctly --- Recitation 1.pdf | Bin 0 -> 436789 bytes profileResults.xlsx | Bin 8535 -> 8791 bytes src/kernel.cu | 77 +++++++++++++++++++++++++++++++++++++++++--- src/kernel.h | 15 +++++---- src/main.cpp | 4 +-- 5 files changed, 82 insertions(+), 14 deletions(-) create mode 100644 Recitation 1.pdf diff --git a/Recitation 1.pdf b/Recitation 1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d0c5856c2dae7ea32de68936d5a82a0024adcc56 GIT binary patch literal 436789 zcmeFZ1zc6@wl}|5K~Monkw&^hx>UNmJEd!V3%BmAxX;<= 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b/src/kernel.cu index 1aaaf70..2f35f7c 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -6,6 +6,9 @@ #include #include "utilityCore.hpp" #include "kernel.h" +#include +#include +#include // LOOK-2.1 potentially useful for doing grid-based neighbor search #ifndef imax @@ -42,9 +45,9 @@ 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 7.0f -#define rule2Distance 4.0f -#define rule3Distance 7.0f +#define rule1Distance 20.0f +#define rule2Distance 10.0f +#define rule3Distance 20.0f #define rule1Scale 0.01f #define rule2Scale 0.1f @@ -98,6 +101,12 @@ float gridCellWidth; float gridInverseCellWidth; glm::vec3 gridMinimum; + +// print index Array matrices + +static const int numPerRow{20}; +static const int spacePerInt{5}; + /****************** * initSimulation * ******************/ @@ -619,6 +628,7 @@ __global__ void kernUpdateVelNeighborSearchScattered( return; } int usedGridCells[maxGridCells]; + iSelf = particleArrayIndices[iSelf]; findGridCells(iSelf, gridResolution, gridMin, inverseCellWidth, cellWidth, gridCellStartIndices, pos, usedGridCells); @@ -687,18 +697,22 @@ void Boids::stepSimulationScatteredGrid(float dt) { (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, dev_pos, dev_particleArrayIndices, dev_particleGridIndices); - thrust::sort_by_key(dev_thrust_particleGridIndices, dev_thrust_particleGridIndices + numObjects, - dev_thrust_particleArrayIndices); dim3 gridBlocksPerGrid((gridCellCount + blockSize -1) / blockSize); // initialize to -1 all the gridCells kernResetIntBuffer<<>>(gridCellCount, dev_gridCellStartIndices, -1); kernResetIntBuffer<<>>(gridCellCount, dev_gridCellEndIndices, -1); + //Boids::testGridArrays("Before sorting Grid Cells"); + thrust::sort_by_key(dev_thrust_particleGridIndices, dev_thrust_particleGridIndices + numObjects, + dev_thrust_particleArrayIndices); + // Boids::testGridArrays("AfterGrid Cell Sorting"); // update the start and end indices kernIdentifyCellStartEnd<<>>(numObjects, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); + cudaDeviceSynchronize(); + Boids::testGridArrays("After StartEnd Assignment"); // update the velocity kernUpdateVelNeighborSearchScattered<<>> (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, @@ -805,3 +819,56 @@ void Boids::unitTest() { checkCUDAErrorWithLine("cudaFree failed!"); return; } +void printIndexPair(std::string name, int* arr1, int* arr2, int N) +{ + + std::cout << name << std::endl; + for (int nleft {0}; nleft < N; nleft+=numPerRow) + { + for (int i{nleft}; i < N && i < nleft + numPerRow; ++i) + { + std::cout << std::setw(spacePerInt) << i; + } + std::cout << std::endl; + for (int i{nleft}; i < N && i < nleft + numPerRow; ++i) + { + std::cout << std::setw(spacePerInt) << arr1[i]; + } + std::cout << std::endl; + for (int i{nleft}; i < N && i < nleft + numPerRow; ++i) + { + std::cout << std::setw(spacePerInt) << arr2[i]; + } + std::cout << std::endl << std::endl; + } +} + +void Boids::testGridArrays(std::string msg) +{ + + int *host_gridCellStartIndices { new int[gridCellCount]}; + int *host_gridCellEndIndices { new int[gridCellCount]}; + int *host_particleArrayIndices { new int[numObjects]}; + int *host_particleGridIndices { new int[numObjects]}; + + + // How to copy data back to the CPU side from the GPU + cudaMemcpy(host_gridCellStartIndices, dev_gridCellStartIndices, sizeof(int) * gridCellCount, + cudaMemcpyDeviceToHost); + cudaMemcpy(host_gridCellEndIndices, dev_gridCellEndIndices, sizeof(int) * gridCellCount, + cudaMemcpyDeviceToHost); + cudaMemcpy(host_particleArrayIndices, dev_particleArrayIndices, sizeof(int) * numObjects, + cudaMemcpyDeviceToHost); + cudaMemcpy(host_particleGridIndices, dev_particleGridIndices, sizeof(int) * numObjects, + cudaMemcpyDeviceToHost); + checkCUDAErrorWithLine("memcpy back of grid arrays failed!"); + std::cout << msg << std::endl; + printIndexPair("GridIndex/ParticleIndex", host_particleGridIndices, host_particleArrayIndices, + numObjects); + printIndexPair("GridStartEndArray", host_gridCellStartIndices, host_gridCellEndIndices, + gridCellCount); + delete[] host_gridCellStartIndices; + delete[] host_gridCellEndIndices; + delete[] host_particleArrayIndices; + delete[] host_particleGridIndices; +} diff --git a/src/kernel.h b/src/kernel.h index 3d3da72..7d09367 100644 --- a/src/kernel.h +++ b/src/kernel.h @@ -10,12 +10,13 @@ #include namespace Boids { - void initSimulation(int N); - void stepSimulationNaive(float dt); - void stepSimulationScatteredGrid(float dt); - void stepSimulationCoherentGrid(float dt); - void copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities); + void initSimulation(int N); + void stepSimulationNaive(float dt); + void stepSimulationScatteredGrid(float dt); + void stepSimulationCoherentGrid(float dt); + void copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities); - void endSimulation(); - void unitTest(); + void endSimulation(); + void unitTest(); + void testGridArrays(std::string); } diff --git a/src/main.cpp b/src/main.cpp index 95f7780..56606f4 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -14,11 +14,11 @@ // LOOK-2.1 LOOK-2.3 - toggles for UNIFORM_GRID and COHERENT_GRID #define VISUALIZE 1 -#define UNIFORM_GRID 0 +#define UNIFORM_GRID 1 #define COHERENT_GRID 0 // LOOK-1.2 - change this to adjust particle count in the simulation -const int N_FOR_VIS = 10000; +const int N_FOR_VIS = 100; const float DT = 0.2f; /** From 56a2c9e8f5b88bd3cd526dd1a41e3cee79d1adb7 Mon Sep 17 00:00:00 2001 From: akhabbaz Date: Sun, 10 Sep 2017 23:50:57 -0400 Subject: [PATCH 4/6] read me written and kernel slightly updated --- README.md | 19 ++++++++++++++++++- src/kernel.cu | 5 +++-- 2 files changed, 21 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index dfb1520..8cd9dd6 100644 --- a/README.md +++ b/README.md @@ -14,8 +14,25 @@ glfwSwapInterval(false) (Josh helped me). Got 1.2 and the flocking to work in the naive case. I changed parameters -and found that with 1000 boids +and found that with 1000 boids I got a frame rate of 26 fps with my gpu. The flocks converge and I find no problems. +I wrote the code for 2.1 the grid search. I am pretty sure I understood the grid search and I wrote and compiled the code. +I ran it and the Boids don't move. +I determined that the gridCells and the start and endIndices are correct. This is all the input needed to update the velocity. +I am sure that the indices. I ran the code with 100 boids and a 20 sized max radius. These parameters worked for the naive grid and had the boids converge. I used those to get the uniform grid scatter to work. With those, I wrote a Boid::testGRidArray that transfeerred the intArrays to the host and printed them out nicely. + +Those indicated that the Start, End grid indices were correct. Those algorithms that I wrote were all parallel, and had no loops over all the Boids. + +Next I tried to test the updateVelocityScatter with the same parameters. This failed because I couldn't get the debugger to stop at the first line. I got this message that i posted to the google groups that the application is in break mode and the point can't be hit. I could hit the break point in the initSimulation Kernel, but not in the updateSim kernel. I tried also with the kernel from 1.2 and that also did not work. + +I get this error printed out: + +CUDA error 73 [c:\program files\nvidia gpu computing toolkit\cuda\v8.0\include\thrust\system\cuda\detail\cub\device\dispatch/device_radix_sort_dispatch.cuh, 735]: an illegal instruction was encountered +CUDA error 73 [c:\program files\nvidia gpu computing toolkit\cuda\v8.0\include\thrust\system\cuda\detail\cub\device\dispatch/device_radix_sort_dispatch.cuh, 752]: an illegal instruction was encountered +CUDA error 73 [c:\program files\nvidia gpu computing toolkit\cuda\v8.0\include\thrust\system\cuda\detail\cub\device\dispatch/device_radix_sort_dispatch.cuh, 875]: an illegal instruction was encountered + + +Without Cuda debugging, it is pretty hard to make sure those algorithms on the device work. Include screenshots, analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) diff --git a/src/kernel.cu b/src/kernel.cu index 2f35f7c..cc1c295 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -203,7 +203,8 @@ void Boids::initSimulation(int N) { dev_thrust_particleArrayIndices = thrust::device_ptr(dev_particleArrayIndices); dev_thrust_particleGridIndices = thrust::device_ptr(dev_particleGridIndices); - + checkCUDAErrorWithLine("Assign dev_thrust_pointers failed!"); + cudaThreadSynchronize(); } @@ -706,7 +707,7 @@ void Boids::stepSimulationScatteredGrid(float dt) { //Boids::testGridArrays("Before sorting Grid Cells"); thrust::sort_by_key(dev_thrust_particleGridIndices, dev_thrust_particleGridIndices + numObjects, dev_thrust_particleArrayIndices); - // Boids::testGridArrays("AfterGrid Cell Sorting"); + // Boids::testGridArrays("AfterGrid Cell Sorting"); // update the start and end indices kernIdentifyCellStartEnd<<>>(numObjects, dev_particleGridIndices, dev_gridCellStartIndices, From a80cfa2a7c3c0289c76bdad9137d2cd3e41f1e7f Mon Sep 17 00:00:00 2001 From: akhabbaz Date: Mon, 11 Sep 2017 23:54:38 -0400 Subject: [PATCH 5/6] scattered working and coherent is written and compiling --- profileResults.xlsx | Bin 8791 -> 8887 bytes src/kernel.cu | 281 +++++++++++++++++++++++++++++++++++++++----- src/kernel.h | 2 + src/main.cpp | 4 +- 4 files changed, 258 insertions(+), 29 deletions(-) diff --git a/profileResults.xlsx b/profileResults.xlsx index 9c44f55500f4f1414690eb8bb50eda88c199ea97..e4eac88d3f30061c319d3198653a66a37b4a9b4e 100644 GIT binary patch delta 1675 zcmV;626Xw?M7Kq-qzefy+!BXb0RRBnldTILe{S3`47?Y}9|)a#X}n2+pbflU1Oajk zifsD;t;Ds}TBIvdyUDBah<>c{ZkqtMj~a4jC=Tn*bL`=ONdnW_TwSgVAUXDd+O_%d z{o&IW1EQ9^?U`_GUQo=Yx%g0vC=@Qq+H|VJZB>cuFj~3f0jX5>oTAn8Ol>7YLhGeN zf7IAl*Q?b{6>T5`jx%ZT{c0dn_?_|o4QOf!O|4DJG)|yFG&rd%ZR%>QoU3YMxbP6BKC&6WJ zw=d*6*r6T~sYKU9Ne2cN$b&DUOGM6kQsTmiJnax05v+jS@nJ^yvq_X0_ILzk_{o9J zTPhJ{_iL(*#JTOp&N0PtPVMj?A!2H0Zgk#`VhJx{k5&-=kGI2eQZt4)tBMKzyLVM? zv-t~?kpmR76AexZ3ImPHNjd`n02K?9YZoGaqc9MCUupjV@m|2>j*?VuQkqm+X|=a^ zhnU1FVAgh$R;&H@9piE{tdus&15PXK^G%S`Z-<3;QT#9=NWEjwHpxVL8db5;LBE zVhOkW;EJ3Rye}4|iR*jb*iA9bY#kxs*Ti6POe3;p(J3XF)Im5&u!Q=>k>;X|mPXfv zOEG^wCfDmi=!%1m;Y5^(9q@NOjQGa>rnp3Nx-=wr$&5SnJr*3dZ$%t-!g`YG7zJD6}%rl|~IE)*3aa zJoNg88bxZmv@cLr!3ORhEgKG^V1AgfD4mCV~GRHu}o?{5O zg#xSgpn6ZWNQ~b@V%$$c!yOX+-eKu&ve0<9eWkxKG+U^=W>=4Ti{0cs>?Q>}b2c?< z&StM~sL{UJ)Rrzejdx}f>aMxf6}7mjXSHk3lhw4Bn?_A;y}qGF`?zUKms`1FYW_cM zq4b(weGq7R`b5@8XO0gxb@BRqZ* zI7>YT{`X?WWO<`b{px{s`45wk0~7_JsgD9ovymDm0e@dl!ypvJ-%b1u4eu?qP39zR z7yo20y2Qj8jc*L@w#F6+pxylR(srxW`QRg*bAOz3LpIyhRqz4EmP+O*jtB}sawST+ z$zt+-TfT*w*~mMj z7uU+v%zyc#*!rs@EKW2m48=`4<;7=L>m znA-k1&?zHlUAn#YoepuwY{7eRaPMq67@MYvnzW1I^T+sQasSv=4NKYXiUTS#!6`Su zoHE6gbV>$yTee!U&kT>0c8e9WZs8ZcEG2=}AC2}!j>>a-bGw|Q zA|dfbNG?M%UB)RT6PjMWw(tL#Z=?1X^&!PSh;h735=s)9rX%7JP-OVzdlX*)laT`y zvk)D?0|_qN5{Fp<007#P*&tH_Aq|ru4Hc8bArO;OAsPXolWrj(90QHZNjd`n02K=W z02lxO00000000000001Q7n5%n8k58!5F4SXj{-~q003(O000pH000000000000000 V-;?hlJ^^BrE+QiaAs_$%008pU5|;n~ delta 1584 zcmV-02G9AoMb|{IqzehchvDTt0RRAxldTILe@??N5WFMthm}uUsM{g|LTM_5)FVO^ z9^g9L#1MN!cHPof@d!SK(;|eD96hr$v-UV!e)<}A*s`OrP_xNY0R~Hj3*|z+zN{{9 z6|k64n3@7E)B#y7^YgQeSs-ZxFH|Mc+-c3WLT`9N4Ti*Qsr5$Eu`M+>Et-NWMDewr ze@~~^+8Y-XSc*YX?u~*N+(*QRKOoQ8<(cGd4BZCeSe)fdOP=YDIkES3Nv)I0_lY9S z!)z3tkD^z7^bt1Xia}y$JnB1YJ9IVQUpoYNHiB@mdRq5mEqRYY`tUwo5^OBY`Vedd z8Jkjz++qfOVjB?Uupj#@_UmwT-ru~s)f>0X{FWP-i_mc)g;c^23oE5-**x>HL4bKSf6&pVf{r z?EpirW@x8%5qh4YJC+gUih|`}NrcRQh=xbG^;97liK|6f>IJ?(^)kY9WEetu4u?n* zPT5k>ea3QaNF+;%hWyoz7pi8<=s9#5keyvE6lhJU!&4nbJ6zYD# zV?v!53GVZ9x&!WL&PqG6q8`x5R1s_WZ zPa3YEB^!N^Y}$~Oa>;Pd;~Dznzr8Nt8==SGO<(s2!t4~(jEC>aUW{J<70O=oCv2^0RiiUGF} zz-uCO@9Su*YM{SLCuRxRr}~?JI6gAI-DwCrc1IJav>cT%eqAy}VMZagJ82SM5>4ij z6h{Zz4SA}9l$!^K7WIAUXPGyX)F;WAh+P6ASuzek^cq zVg**LpvqvZ+OJUBT9wbd}Ft;V45%AiAP7|W>|20u}wn>@A@eCiq7mi7h*cK_LfvzSzJ z1Xc%^2F4bAKkU6S@WdW}0|Wc6CEywoY}$j{J=H5>`ko@D!$lbQq=;efRqbt8Ver%T z)&ADdtReHZx^~n}b>>(%=Wju_>RneIfHMpg2$0s`D2VX4*Mb)2&w)-EIYnvr%5^%#9kV&>#lgKZouHv)A_hAMG}Ch0RRAN0ssIJ i0000000000000000DhBCB0d2Ela3-I2EiWy0000C`QJ(a diff --git a/src/kernel.cu b/src/kernel.cu index cc1c295..9d39268 100644 --- a/src/kernel.cu +++ b/src/kernel.cu @@ -92,7 +92,10 @@ 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. - +// during the swap, we need to rearrange the positions. This involves copying +// positions from one location to another. A second buffer is needed, not just a single +// glm::vec3 position because it is not a simple swap. +glm::vec3 *dev_posCopy; // LOOK-2.1 - Grid parameters based on simulation parameters. // These are automatically computed for you in Boids::initSimulation int gridCellCount; @@ -106,7 +109,9 @@ glm::vec3 gridMinimum; static const int numPerRow{20}; static const int spacePerInt{5}; - +static const int numPerRowVec3{3}; +static const int spacePerFloat{10}; +static const int precision{2}; /****************** * initSimulation * ******************/ @@ -199,12 +204,15 @@ void Boids::initSimulation(int N) { checkCUDAErrorWithLine("cudaMalloc devgridCellStartIndices failed!"); cudaMalloc(reinterpret_cast(&dev_gridCellEndIndices), gridCellCount * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc devgridCellEndindices failed!"); + dev_thrust_particleArrayIndices = thrust::device_ptr(dev_particleArrayIndices); dev_thrust_particleGridIndices = thrust::device_ptr(dev_particleGridIndices); checkCUDAErrorWithLine("Assign dev_thrust_pointers failed!"); - + + // allocate for the position copy + cudaMalloc((void**)&dev_posCopy, numObjects * sizeof(glm::vec3)); + checkCUDAErrorWithLine("cudaMalloc dev_posCopy failed!"); cudaThreadSynchronize(); } @@ -268,7 +276,7 @@ void Boids::copyBoidsToVBO(float *vbodptr_positions, float *vbodptr_velocities) */ __device__ glm::vec3 rule1(int N, int iSelf, const glm::vec3 * pos, float scale) { - glm::vec3 pc; + glm::vec3 pc(0.f, 0.0f, 0.0f); int n {0}; for ( int i {0}; i < iSelf; ++i){ if ( glm::length(pos[i] - pos[iSelf]) < rule1Distance) { @@ -294,17 +302,49 @@ __device__ glm::vec3 rule1Scatter(int iSelf, int const * gridCellStartIndices, glm::vec3 const * pos, int const usedGridIndices[maxGridCells], float scale) { - glm::vec3 pc; + glm::vec3 pc(0.0f, 0.0f, 0.0f); int n {0}; for (int k{0}; usedGridIndices[k] != -1; ++k) { - for ( int i {gridCellStartIndices[k]}; i < gridCellEndIndices[k]; ++i){ + int gridC{ usedGridIndices[k] }; + //printf(" %d\n", gridC); + for ( int i {gridCellStartIndices[gridC]}; i < gridCellEndIndices[gridC]; ++i){ int neighbor = particleArrayIndices[i]; + //printf("neighbor: %d\n", neighbor); + //int neighbor = i; + if ( neighbor == iSelf) { + continue; + } + if ( glm::length(pos[neighbor] - pos[iSelf]) < rule1Distance) { + pc += pos[neighbor]; + ++n; + } + } + } + if ( n == 0) + { + return glm::vec3(0.f); + } + pc /= n; + return (pc - pos[iSelf]) * scale; +} +__device__ glm::vec3 rule1Coherent(int iSelf, int const * gridCellStartIndices, + int const * gridCellEndIndices, + glm::vec3 const * pos, int const usedGridIndices[maxGridCells], + float scale) +{ + glm::vec3 pc(0.0f, 0.0f, 0.0f); + int n {0}; + for (int k{0}; usedGridIndices[k] != -1; ++k) + { + int gridC{ usedGridIndices[k] }; + //printf(" %d\n", gridC); + for ( int neighbor {gridCellStartIndices[gridC]}; neighbor < gridCellEndIndices[gridC]; ++neighbor){ if ( neighbor == iSelf) { continue; } if ( glm::length(pos[neighbor] - pos[iSelf]) < rule1Distance) { - pc += pos[i]; + pc += pos[neighbor]; ++n; } } @@ -336,16 +376,38 @@ __device__ glm::vec3 rule2Scatter(int iSelf, int const * gridCellStartIndices, glm::vec3 const * pos, int const usedGridIndices[maxGridCells], float scale) { - glm::vec3 c{ 0.f }; + glm::vec3 c{ 0.f, 0.f, 0.f }; for (int k{0}; usedGridIndices[k] != -1; ++k) { - for ( int i {gridCellStartIndices[k]}; i < gridCellEndIndices[k]; ++i){ + int gridC{ usedGridIndices[k] }; + for ( int i {gridCellStartIndices[gridC]}; i < gridCellEndIndices[gridC]; ++i){ int neighbor = particleArrayIndices[i]; if ( neighbor == iSelf) { continue; } if ( glm::length(pos[neighbor] - pos[iSelf]) < rule2Distance) { - c -= pos[i] - pos[iSelf]; + c -= pos[neighbor] - pos[iSelf]; + } + } + } + return c * scale; +} +__device__ glm::vec3 rule2Coherent(int iSelf, int const * gridCellStartIndices, + int const * gridCellEndIndices, + glm::vec3 const * pos, int const usedGridIndices[maxGridCells], + float scale) +{ + glm::vec3 c{ 0.f, 0.f, 0.f }; + for (int k{0}; usedGridIndices[k] != -1; ++k) + { + int gridC{ usedGridIndices[k] }; + for ( int neighbor {gridCellStartIndices[gridC]}; neighbor < gridCellEndIndices[gridC]; + ++neighbor){ + if ( neighbor == iSelf) { + continue; + } + if ( glm::length(pos[neighbor] - pos[iSelf]) < rule2Distance) { + c -= pos[neighbor] - pos[iSelf]; } } } @@ -354,13 +416,13 @@ __device__ glm::vec3 rule2Scatter(int iSelf, int const * gridCellStartIndices, __device__ glm::vec3 rule3(int N, int iSelf, const glm::vec3 * pos, const glm::vec3 *vel, float scale) { - glm::vec3 vsum{ 0.0f }; + glm::vec3 vsum{ 0.0f, 0.0f, 0.0f }; int n{0}; for ( int i {0}; i < iSelf; ++i){ if ( glm::length(pos[i] - pos[iSelf]) < rule3Distance) { vsum += vel[i]; ++n; - } + } } for( int i {iSelf + 1} ; i < N; ++i){ if ( glm::length(pos[i] - pos[iSelf]) < rule3Distance) { @@ -383,13 +445,41 @@ __device__ glm::vec3 rule3Scatter(int iSelf, int const * gridCellStartIndices, int n{0}; for (int k{0}; usedGridIndices[k] != -1; ++k) { - for ( int i {gridCellStartIndices[k]}; i < gridCellEndIndices[k]; ++i){ + int gridC{ usedGridIndices[k] }; + for ( int i {gridCellStartIndices[gridC]}; i < gridCellEndIndices[gridC]; ++i){ int neighbor = particleArrayIndices[i]; if ( neighbor == iSelf) { continue; } - if ( glm::length(pos[i] - pos[iSelf]) < rule3Distance) { - vsum += vel[i]; + if ( glm::length(pos[neighbor] - pos[iSelf]) < rule3Distance) { + vsum += vel[neighbor]; + ++n; + } + } + } + if (n != 0) { + vsum *= scale / n; + } + return vsum; +} +__device__ glm::vec3 rule3Coherent(int iSelf, int const * gridCellStartIndices, + int const * gridCellEndIndices, + glm::vec3 const * pos, glm::vec3 const * vel, + int const usedGridIndices[maxGridCells], + float scale) +{ + glm::vec3 vsum{ 0.0f }; + int n{0}; + for (int k{0}; usedGridIndices[k] != -1; ++k) + { + int gridC{ usedGridIndices[k] }; + for ( int neighbor {gridCellStartIndices[gridC]}; neighbor < gridCellEndIndices[gridC]; + ++neighbor){ + if ( neighbor == iSelf) { + continue; + } + if ( glm::length(pos[neighbor] - pos[iSelf]) < rule3Distance) { + vsum += vel[neighbor]; ++n; } } @@ -409,13 +499,33 @@ __device__ glm::vec3 computeVelocityChangeScattered(int iSelf, const int * gridC // move towards the average glm::vec3 v { rule1Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, particleArrayIndices, pos, usedGridIndices, rule1Scale)}; + //printf("%f %f %f\n", v.x, v.y, v.z); // keep a boids apart //Rule 2: boids try to stay a distance d away from each other - v += rule2Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, - particleArrayIndices, pos, usedGridIndices, rule2Scale); - // Rule 3: boids try to match the speed of surrounding boids - v += rule3Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, - particleArrayIndices, pos, vel, usedGridIndices, rule3Scale); + v += rule2Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, + particleArrayIndices, pos, usedGridIndices, rule2Scale); + // Rule 3: boids try to match the speed of surrounding boids + v += rule3Scatter(iSelf, gridCellStartIndices, gridCellEndIndices, + particleArrayIndices, pos, vel, usedGridIndices, rule3Scale); + return v; +} +// compute Velocity Change Scattered will get the velocity change with the uniform grid +__device__ glm::vec3 computeVelocityChangeCoherent(int iSelf, const int * gridCellStartIndices, + const int * gridCellEndIndices, const glm::vec3 *pos, + const glm::vec3 *vel, int usedGridIndices[maxGridCells] ) +{ + // Rule 1: boids fly towards their local pe:rceived center of mass, which excludes themselves + // move towards the average + glm::vec3 v { rule1Coherent(iSelf, gridCellStartIndices, gridCellEndIndices, + pos, usedGridIndices, rule1Scale)}; + //printf("%f %f %f\n", v.x, v.y, v.z); + // keep a boids apart + //Rule 2: boids try to stay a distance d away from each other + v += rule2Coherent(iSelf, gridCellStartIndices, gridCellEndIndices, + pos, usedGridIndices, rule2Scale); + // Rule 3: boids try to match the speed of surrounding boids + v += rule3Coherent(iSelf, gridCellStartIndices, gridCellEndIndices, + pos, vel, usedGridIndices, rule3Scale); return v; } __device__ glm::vec3 computeVelocityChange(int N, int iSelf, const glm::vec3 *pos, @@ -563,8 +673,6 @@ __device__ void findGridCells(int iSelf, int gridResolution, { int3 cpy = make_int3(cellindices.x + xoffsets[i], cellindices.y + yoffsets[i], cellindices.z); - cpy.x += xoffsets[i]; - cpy.y += yoffsets[i]; int gridCell = gridIndex3Dto1D(cpy.x, cpy.y, cpy.z, gridResolution); if (gridInRange(cpy, gridResolution) && gridCellStartIndices[gridCell] != -1) { @@ -643,6 +751,24 @@ __global__ void kernUpdateVelNeighborSearchScattered( } } +// kernMakeCoherent will take the particleArrayIndices and rewrite the glm::vec3 array +// (could be position or velocity) and put it into the to location based on the pointers in +// the particleArrayIndices. if particleArrayIndex[10] says 5 that means that +// posNew[10] = posOld[5]; +__global__ void kernMakeCoherent(int N, int const * particleArrayIndices, + glm::vec3 * to1, glm::vec3 const * from1, glm::vec3 * to2, + glm::vec3 const * from2) +{ + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= N) + { + return; + } + int oldLocation = particleArrayIndices[index]; + to1[index] = from1[oldLocation]; + to2[index] = from2[oldLocation]; +} +/// from vel1 to vel2 where vel2 is the new one. __global__ void kernUpdateVelNeighborSearchCoherent( int N, int gridResolution, glm::vec3 gridMin, float inverseCellWidth, float cellWidth, @@ -660,6 +786,22 @@ __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 + int iSelf = blockIdx.x * blockDim.x + threadIdx.x; + if (iSelf >= N) { + return; + } + int usedGridCells[maxGridCells]; + findGridCells(iSelf, gridResolution, gridMin, inverseCellWidth, + cellWidth, gridCellStartIndices, pos, usedGridCells); + + glm::vec3 vchange {computeVelocityChangeCoherent(iSelf, gridCellStartIndices, + gridCellEndIndices, pos, + vel1, usedGridCells) }; + vel2[iSelf] = vel1[iSelf] + vchange; + float length = glm::length(vel2[iSelf]); + if (length > maxSpeed){ + vel2[iSelf] = maxSpeed/length * vel2[iSelf]; + } } /** @@ -670,7 +812,11 @@ void Boids::stepSimulationNaive(float dt) { dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); kernUpdateVelocityBruteForce<<>>(numObjects, dev_pos, dev_vel1, dev_vel2); - kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); + checkCUDAErrorWithLine("brute force failed"); + kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); + checkCUDAErrorWithLine("update Position Function Failed"); + + std::swap(dev_vel1, dev_vel2); cudaDeviceSynchronize(); // TODO-1.2 - use the kernels you wrote to step the simulation forward in time. @@ -707,22 +853,24 @@ void Boids::stepSimulationScatteredGrid(float dt) { //Boids::testGridArrays("Before sorting Grid Cells"); thrust::sort_by_key(dev_thrust_particleGridIndices, dev_thrust_particleGridIndices + numObjects, dev_thrust_particleArrayIndices); - // Boids::testGridArrays("AfterGrid Cell Sorting"); + //Boids::testGridArrays("AfterGrid Cell Sorting"); // update the start and end indices kernIdentifyCellStartEnd<<>>(numObjects, dev_particleGridIndices, dev_gridCellStartIndices, dev_gridCellEndIndices); cudaDeviceSynchronize(); - Boids::testGridArrays("After StartEnd Assignment"); + //Boids::testGridArrays("After StartEnd Assignment"); // update the velocity kernUpdateVelNeighborSearchScattered<<>> (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, dev_particleArrayIndices, dev_pos, dev_vel1, dev_vel2); + // update the position kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel2); std::swap(dev_vel1, dev_vel2); cudaDeviceSynchronize(); + } void Boids::stepSimulationCoherentGrid(float dt) { @@ -741,6 +889,48 @@ void Boids::stepSimulationCoherentGrid(float dt) { // - Perform velocity updates using neighbor search // - Update positions // - Ping-pong buffers as needed. THIS MAY BE DIFFERENT FROM BEFORE. + dim3 fullBlocksPerGrid((numObjects + blockSize - 1) / blockSize); + kernComputeIndices<<>> + (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, + dev_pos, dev_particleArrayIndices, dev_particleGridIndices); + + dim3 gridBlocksPerGrid((gridCellCount + blockSize -1) / blockSize); + // initialize to -1 all the gridCells + kernResetIntBuffer<<>>(gridCellCount, + dev_gridCellStartIndices, -1); + kernResetIntBuffer<<>>(gridCellCount, + dev_gridCellEndIndices, -1); + //Boids::testGridArrays("Before sorting Grid Cells"); + thrust::sort_by_key(dev_thrust_particleGridIndices, dev_thrust_particleGridIndices + numObjects, + dev_thrust_particleArrayIndices); + + // make the position and velocity coherent-- when a grid cell uses + // particle indices 2 to 4 that should also be the boid number; + // Boids::seeFloatArray("positions before Sort", numObjects, dev_pos); + //now dev_vel2 has the coherently ordered velocity + // dev_posCopy also is coherently ordered + kernMakeCoherent<<>>(numObjects, + dev_particleArrayIndices, dev_posCopy, dev_pos, + dev_vel2, dev_vel1); + // swap puts the coherent position back into dev_pos + std::swap(dev_posCopy, dev_pos); + //Boids::seeFloatArray("Positions after Sort", numObjects, dev_posCopy); + //Boids::testGridArrays("AfterGrid Cell Sorting"); + // update the start and end indices + kernIdentifyCellStartEnd<<>>(numObjects, + dev_particleGridIndices, dev_gridCellStartIndices, + dev_gridCellEndIndices); + //cudaDeviceSynchronize(); + // Boids::testGridArrays("After StartEnd Assignment"); + // update the velocity + // dev_vel1 now has the updated velocity + kernUpdateVelNeighborSearchCoherent<<>> + (numObjects, gridSideCount, gridMinimum, gridInverseCellWidth, + gridCellWidth, dev_gridCellStartIndices, dev_gridCellEndIndices, + dev_pos, dev_vel2, dev_vel1); + // update the position + kernUpdatePos<<>>(numObjects, dt, dev_pos, dev_vel1); + cudaDeviceSynchronize(); } void Boids::endSimulation() { @@ -753,6 +943,7 @@ void Boids::endSimulation() { cudaFree(dev_particleGridIndices); cudaFree(dev_gridCellStartIndices); cudaFree(dev_gridCellEndIndices); + cudaFree(dev_posCopy); } void Boids::unitTest() { @@ -820,7 +1011,7 @@ void Boids::unitTest() { checkCUDAErrorWithLine("cudaFree failed!"); return; } -void printIndexPair(std::string name, int* arr1, int* arr2, int N) +void printIndexPair(std::string name, int const * arr1, int const * arr2, int N) { std::cout << name << std::endl; @@ -843,6 +1034,29 @@ void printIndexPair(std::string name, int* arr1, int* arr2, int N) std::cout << std::endl << std::endl; } } +void printFloatArray(std::string name, int N, glm::vec3 const * arr) +{ + + std::cout << name << std::endl; + std::setprecision(precision); + + for (int nleft {0}; nleft < N; nleft+=numPerRowVec3) + { + for (int i{nleft}; i < N && i < nleft + numPerRowVec3; ++i) + { + std::cout << std::setw(spacePerInt) << i << ':'; + std::cout << std::fixed << std::setprecision(precision) << + std::setw(spacePerFloat) << arr[i].x; + std::cout << std::fixed << std::setw(spacePerFloat) << + std::setprecision(precision) << arr[i].y; + std::cout << std::fixed << std::setprecision(precision) << + std::setw(spacePerFloat) << arr[i].z; + std::cout << ';'; + } + std::cout << std::endl; + } + std::cout << std::endl; +} void Boids::testGridArrays(std::string msg) { @@ -873,3 +1087,16 @@ void Boids::testGridArrays(std::string msg) delete[] host_particleArrayIndices; delete[] host_particleGridIndices; } +void Boids::seeFloatArray(std::string msg, int N, glm::vec3 const * dev_array) +{ + + glm::vec3 *host_array { new glm::vec3[N]}; + + + // How to copy data back to the CPU side from the GPU + cudaMemcpy(host_array, dev_array, sizeof(glm::vec3) * N, cudaMemcpyDeviceToHost); + checkCUDAErrorWithLine("memcpy back of grid arrays failed!"); + std::cout << msg << std::endl; + printFloatArray("float Array", N, host_array); + delete[] host_array; +} diff --git a/src/kernel.h b/src/kernel.h index 7d09367..88a8459 100644 --- a/src/kernel.h +++ b/src/kernel.h @@ -19,4 +19,6 @@ namespace Boids { void endSimulation(); void unitTest(); void testGridArrays(std::string); + // see the values in a float array + void seeFloatArray(std::string, int N, glm::vec3 const * dev_array); } diff --git a/src/main.cpp b/src/main.cpp index 56606f4..3618d8f 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -15,7 +15,7 @@ // 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 = 100; @@ -221,7 +221,7 @@ void initShaders(GLuint * program) { double timebase = 0; int frame = 0; - Boids::unitTest(); // LOOK-1.2 We run some basic example code to make sure + Boids::unitTest(); // LOOK-1.2 We run some basic example code to make sure // your CUDA development setup is ready to go. while (!glfwWindowShouldClose(window)) { From 94ef00d0cc532a388d517a5c2e1b0284dfb31c87 Mon Sep 17 00:00:00 2001 From: akhabbaz Date: Tue, 12 Sep 2017 01:25:26 -0400 Subject: [PATCH 6/6] new read me and coherent scattering working --- README.md | 27 ++++++++++++++++++--------- images/boids.png | Bin 0 -> 131315 bytes images/boids2.png | Bin 0 -> 129938 bytes images/profileResults.pdf | Bin 0 -> 35168 bytes src/kernel.cu | 4 ++-- src/main.cpp | 4 ++-- 6 files changed, 22 insertions(+), 13 deletions(-) create mode 100644 images/boids.png create mode 100644 images/boids2.png create mode 100644 images/profileResults.pdf diff --git a/README.md b/README.md index 8cd9dd6..a806190 100644 --- a/README.md +++ b/README.md @@ -14,25 +14,34 @@ glfwSwapInterval(false) (Josh helped me). Got 1.2 and the flocking to work in the naive case. I changed parameters -and found that with 1000 boids I got a frame rate of 26 fps with my gpu. The flocks converge and I find no problems. +and found that with 1000 boids I got a frame rate of 26 fps with my gpu. -I wrote the code for 2.1 the grid search. I am pretty sure I understood the grid search and I wrote and compiled the code. -I ran it and the Boids don't move. +I wrote the code for 2.1 the grid search. I determined that the gridCells and the start and endIndices are correct. This is all the input needed to update the velocity. I am sure that the indices. I ran the code with 100 boids and a 20 sized max radius. These parameters worked for the naive grid and had the boids converge. I used those to get the uniform grid scatter to work. With those, I wrote a Boid::testGRidArray that transfeerred the intArrays to the host and printed them out nicely. Those indicated that the Start, End grid indices were correct. Those algorithms that I wrote were all parallel, and had no loops over all the Boids. +For example to find the grid Start and stop I compared each gridCellindex and its predecessor. There was no loop over all the Boids. -Next I tried to test the updateVelocityScatter with the same parameters. This failed because I couldn't get the debugger to stop at the first line. I got this message that i posted to the google groups that the application is in break mode and the point can't be hit. I could hit the break point in the initSimulation Kernel, but not in the updateSim kernel. I tried also with the kernel from 1.2 and that also did not work. +THere was a tricky routine to getting the neigboring cells. I used the maximum of rule1 -3 distances, called maxdist and I added (maxdist, maxdist, maxdist) to the current Boid position. This was the upper limit of the gridcell that was needed. I then realized that the 4 highest cells are next to (-1 in x, -1 in y, (-1, -1) in x, y) this cell. Similarly I subtracted the same offset. Since the cell width is 2 * maxdist, this measure will get the 8 cells and no grid cells outside of the core 8. This created an array of possible grid Cells Each thread pulled the boids in order of the grid Cells. This way all boids in a cell are processed together and this seemed to help the speed. -I get this error printed out: +A debugging issue that really slowed me down by about a day was that I could not break in any kernel inucluding the update velocity kernels using Nsight. More specifically, I could break prior to running thrust, but afterwards the break points caused Visual Studio to stop with an error. I checked the arrays with print statements and all the values were fine. The debugging failure also occured in the naive implementation and that for sure was working. +Many people helped today including a TA, but we could not find the bug. -CUDA error 73 [c:\program files\nvidia gpu computing toolkit\cuda\v8.0\include\thrust\system\cuda\detail\cub\device\dispatch/device_radix_sort_dispatch.cuh, 735]: an illegal instruction was encountered -CUDA error 73 [c:\program files\nvidia gpu computing toolkit\cuda\v8.0\include\thrust\system\cuda\detail\cub\device\dispatch/device_radix_sort_dispatch.cuh, 752]: an illegal instruction was encountered -CUDA error 73 [c:\program files\nvidia gpu computing toolkit\cuda\v8.0\include\thrust\system\cuda\detail\cub\device\dispatch/device_radix_sort_dispatch.cuh, 875]: an illegal instruction was encountered +By selectively getting rule1 only to work and comparing with the naive solution, and by studying the code line by line, I traced down many bugs and got the grid Scattering to work. +The coherent Grid was straightforward. I wrote a parallel kernel that would rearrange the position and velocity buffers according to the particle array buffer. One extra position buffer was needed to prevent writing over values. -Without Cuda debugging, it is pretty hard to make sure those algorithms on the device work. +Results: +![](images/boids.png) +![](images/boids2.png) +![](images/resultsProfile.pdf) +See the images and also the results of several time tests. +By considering all the boids in nearest neighbor, the rate was about 26 fps with 10000 boids (7 = maxdist). By using the uniform grid with Scattering and taking processing nearest neighbors at a time, I got a rate of about 205 fps. By rearranging so that the boids were coherent and removing the indices, The reate improved to about 207 fps (slight improvement). The uniform grid sped up the processing by about a factor of 8. The coherent grid did better because boids in one grid were all in contiguous memory. The scatter was nearly as good. Boids there were still processed in grid order and I think for that reason the data was cached and so the processing time was nearly as good. + +Increasing the number of boids sightly reduced processing time: at 50000 the rate was about 156, about a 25% reduction in frame rate. I think the effect is low because of the parallel architecture. tripling the grid size (from 7 to 20) reduced the rate by over a factor of 9; now there are about 27 times as many neighbors, so it is expected that the rate would be reduced by a huge factor. Since there is only 8 grid cells that could possibly contribute, increasing the grid count would only slow down the frame rate further. Include screenshots, analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) + +: diff --git a/images/boids.png b/images/boids.png new file mode 100644 index 0000000000000000000000000000000000000000..5193faf00603fb2d26530d963931c8d11ba7561e GIT binary patch literal 131315 zcmeEtWmH>D7jCN5DW$kWC{Btyw0O{B#i0~;cZVXy3GSs0ZiN)r0>!1c6FfLYgCyaG zzVG+*-al8?{qdc3AhS+#=FIHbv!7?n`TR~v=IJBSM*sleDOgrg6#&3-0RZmuKe&y( z;z#I(#C|+mHJ8z@Z~PxL%;FIRlqwozy}8Z zjWIw#)_I!uEr4z!4Z*E1@c?Rk({M?Eg%F^0_qgZn(UN}LtrA7m%K)|jndz+w|l0Ma0YVYE*%d50AJz>u(Lfzdkj4*9~$C~sd;9| zw%vOFn)c(zRm}QuiNhNJVA;iQ1j7n~kp>9e53t32rQg46Vet5iD>Blo3inMl;LFym z=CQ+#Y@~AI>St!w*Vd-xI>mL3`ZRqp=Iw@UnrNE~KVcN|bg5+p7|5v~D0BCGseRx? zA&-0*^6=Bg`Hff^RPEzy6vY^AC-`H%7W2zhl^2dNlIc;$oO!gL#UV_;=tr+jR^Y5x zcSPYlfbUkKx4h%o3iXZeoXImh*K%oF!Rpjeqy5iu#s_x-EP|JZ-LDVC&@x}>0Rd)U zh$8@CAPHnw?}LeTKL7wEzXURWe@k}qlbE&bKKajk^FJS>KJb1L2X?lLKNo*w5FO42#|72_me0cY5&jWlTn%VGM zA0xErVjd8sg`Cs;l)d{R5=h+}{!)cjKAuOGLp4I3T0@rNNW|&3K$xC%L%dKAfHMdc z+9bn~7+9quGXA7mqP~!i^po`0$G=TnIMQPYzhwM&`avoZ#hZ)xU1EVd8!IZ&{kmBFV<~4g)hj=AF>%#=&{z}@?Cna5^-`|(sY5aU@JY4C1_eG#o+e6;F?&8!&ly7CV z6ttA4Wecgvf!uhr5BVP6`J~d$K$}n~|Kn8y-bE+zM^26~Em>B&$rrKspy%G<5}ka& z7oR0K8S3M1gDauxqc29KN9|PUwpfcYxMfM{5_)G%tgCPY5?QHPdP3H+);iX>*2vaq zj&vVoeSG5xJy%;{RPD2pBUyjG&b@x$G?nwM#Nw z;}DyZxD!{TD&&)lMUr%@zvkoENkydLrrB#~G1oBr5XARAN|H-@l|;r2QZFjbFJ3Hu ztZ}T-uO3@upypdHt-+)nnTnVNZ#P+?fHd7-_!7}QT2{rSFjheC(4 z1XSfqrQvE*7xiOf5|{@ojrG%#P}e}7&R3O#Gd^z2jj3pg#z>LkqFez9E;%kunCfw& znHbJ$s^fX4i_${`V?oNXU&P|e1Ev)wvV3lZdJa=P>*C~;WUUg}5|t8}oo3$hy@IU# zW~oN)tH5V(yX6@47-Y<2hwfz|)MnHc3LX^@DvAi6ma`XI=aJ<$O1ih&73`;Gw-^Lu zE7%t-dNw02$$dd+b+qke!Kus>t^2Si!25GghKPlK@i^KGQ-HeX4pk)dJKjj-86_E| zEPslx9})gGAssD^8)ez0w+dXf?XvCq_UisCnpg6Q+lu??s*3gbO!-0zLJHl31A|`& zC)0Q`L^!565gCY#sSJ4S2OSR`)|$eaI#Y1fnohpn1Eo|cA=K1{kStBiiK zv8=HGub^HjL8&Br(!AsQVNGvMQ7y^$_38U_#EVYa=8FM1@ zdgtKd@W{{dLH+D0qU;%DT?;+UYjQ59j{3`9qo-LJu#EP-!null-hIpcu=$(;?i{9U zZ7%2E9X%3DD(fR+k8_e0?gp_gb~EjP z39T$Gu#G&q06TLzuboW`9JO~Gwvx5-c-5OI71X2e;F&wreiBkZSj7H0=&wwo|m5(}G5LN5ZEi^q47?j%1k?y&${sO+22!UtD>t>-C=) zisG6So+>P42xb$eyHVS6iU>Ay1ViHE9L0-i6ccL9x6L=q-1>_JHlu0L=Cg;gmTHAW=gqV^D8e!>p+8_eL+8~ zZ&~j=)_AlY;=40HwWqJF1=5CB8(oHGk%tn&pQvA|^X`u>R2xm5+l}m#c{iPL?@r9=HX+fXy)APZw=@(d%qC2)z*jJ& zSo!DTt@Gq7Tm3R6TgScbJEM2dICRfyrs~HhC`LupRbwYvc4VG)Q?+2S4&2$E@;=pw z&g@#DbCC30+d@8sBPpK>&bmc;moDRsQMpl=Q-G|*(~r`nGt|xw}QqJ%#VhnvXZiV{n#(&Kg@lt@kSUA!L4xZ4;r4kERRZE zMRgVh=GO5w>on6V1PyJsUABcW31iCLjhT(<<@I{j_4{7U)!t^vEwXIB zp@oxX&qKoN$%$+Mk%i`CFMH%KO)}-8Ic=BfN?To}i*o2ra zW`6o$-ruUt{mb#lybSVwNboQw{xlX>;$Cc8Y=7v}(4B04Q2~J!F(>pEsz74cWcXD! z5#}qVznq8=ywAxZrdTLnCoiqqHO8);Nmbid4IL{(|z8Z z;@}$`S9#5c+Mn^-;-d0Y?RUXd0!c!`_1!zE$0%biwmB@{q&AjSRRjRM=mCI$U;yCa z8vD5g0Jy#e0Jc8>0D`Fi0Fgb!@Ru~;))^&O@~yhZ?CyfQ$IA)Iu0!`1;uS#w1W=ZU z+j1IrnI6ejjCvo)9yBv5dVzvY%D+$tQ4g{N-6nik+_t{d;eyBB`h zSM!bD8v`>lFs_V@6vH9nEu;$pc07L%w@p+fV)fHUV=F{ z@o;mWZghvoWHp))kN7PA`O`>4lM5O6;{eWA=zYKu<-nzOHWnF)d z73#U=qpU`ELl!Nd%1S5p&em)GWX=iWTKk12GP}^wPxB3)r{&`K^a>t`$w9JOJBlmx zbdg#?w(ps?D9yjUga@yP6cRm)COUvSn=7V;J|W>$1iORa4W`5qM1*i|*Q+yIQOf`P zI3ws`N&-+Rm8k>YPcStf$hA^Q;+arAGH^b=iiewJn-Bf-=Z~)YKBa)ur{Vv|cBS+~ z`}*(SanI@2&h~`-F8S$9)$*Zt4_8A%L+6`3xlsH1Qfoc=mR*rVAZ`QUsYC(c`PYhL zO9}rjSpYw4k0}QR*-=^D_^hAXH1$!u32CTFDyIUSB&R~hYl4q*oZ;x%liq0Ux!xA@pJ)>o2+@?T>o@ozfd}LX$e5<-X`( zhGAXHDsct6&WI$%j@Qx8)o7L<#pAuO`;_{KLqcM}ddhyj-kCx8=9uTvt3i339~h^U zf1>BAn8zSgf3oC)A-zC@e-%yN-lv@CH*B5lOSmNb)4x%9yp#~ zG2&BE0)tYPuu8GX!_{uwde@!F!3;ip2Bl19jbim8)jWkXPSd_bY(p-NIuKf*nm2g7 z>wJ+tl*#9Nwxe0T(BwGgqu#!LIvD+6aLQTmb`3d+=Je~R_SKl_#wDBGf9IDI^d!ZU zk<~!9>0L;dT9e14&jr6I{Q?63!#l~8Hg@GJv0KI`3{p?@-u^@--n|ik#_ zxumwjpxOB}-*a_zPrmkG@fmKc(#+B2Mrg`_+idZv3i^@Q^!p)i6FsBYl(hFdW5>9nJgOlz#-4|<8;>u;*Nw%@=0|9(shK{}oh7=lUhKYIBarDLh*`b(QC9LR zjMcP+2%>IblQQbK59ygT3PU8{35&VwJ2{Jvh`?N|9um5_^pJLHo9cfzKy;8o#AfT1 zkKcQ3FIR>D_cq_buaevk3RDxtVw!vpu3Gbr4;iG$n}Tj+urz{~<)D3tPkh)RzS52R zIfokf78U1l_|k5^-gL3W5!p2;#8EDb() zIlB6P3c{yjo@t|{zD;)P7QV~HNnoE7$vFt_N!U7v`h@BQ_Ko^AHsdqqd-~yB)B#aB z*|&f;J7V82;-z;YU~VxeLh^30vZ&~HW7qer5Bht%Trb}Ye@=aV-lUxp(A~XOnUX|k zZYef}2l56R)3xw^jY*D;V%c?s2tDiV=AoDqV+v{x3c6r=h!q{RRUj&m9=2wFcD6gS zYQ2*!;=MAvdykA=-sn(bh2ix|H(z^nqo$p{kn{RVQU7&zqua&GAPe?FtJBrxDORlT zde76z(;as^Su+n04=pXNpdN7viH?pA`}t-!I@B!1LY*5zu8xHA#H)WNBPDI)e2?eI zK399z9(grawJ>jnE)M@{oMI%e?26J6vvpVsoQa%S`EXZtGo-YVd-+!EE{g+`bH(hO z{O@;ORyITdy5JZt>BCdphm#K{N|E#1A(UEsPMI4`S{Unu)gzpTlnfSIMT<(a;vtXj z{mEMY{XO?XvOj5TKJaBr07E^3uAtpgU9gs+C#Gy63G+_4TS1Z~AjG zomT^;Uh>&o*>Q)w14W4#(?{f^8D(A#l!UhmiTF51;ahE7EZb1G(qD$X{&tMB)Qw<6axJ zOR{4nr8xFP{sU016Yw>}b_id@2V@E#oHgmIg!g>;@BBDmSk?Q(Asr_BH$Pst`m z*KsT2{fD!$&s;9Un;3a<0 z&g1J}iQUYNCr1lQx~JQNFE#r13qMiKHG1vp^;62#BE3{n_CHQE-#>avbcmpETnh3n z?7VDB%HH0CKOnzuCv6KN_QPy?PO&$5%(qV*LoOf;9OuS@SKObt=VK2Z@{SbmmhRR^km1~_^Mw)E6p^DU3s~7yU!7qw!4aStWUBb;oaI? 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