From cf0e6dc3c1e0c015be1a50b035c3a91c5c472f1a Mon Sep 17 00:00:00 2001 From: "petros.anastasiadis" Date: Tue, 17 Oct 2017 14:58:46 +0300 Subject: [PATCH] Finallize --- .gitignore | 1 - Outputs/Debug.sh | 10 +++++ Outputs/GPU_version_gflops.png | Bin 0 -> 31574 bytes Outputs/Node_Speedup.png | Bin 0 -> 57294 bytes Outputs/Node_flops(10000x10000).png | Bin 0 -> 36322 bytes Outputs/Node_flops(25000x25000).png | Bin 0 -> 33243 bytes Outputs/Node_flops(5000x5000).png | Bin 0 -> 33866 bytes Outputs/Node_flops.png | Bin 0 -> 58047 bytes Outputs/OpenMP_version_speedup.png | Bin 0 -> 82808 bytes Outputs/README.md | 1 + Outputs/Runner.sh | 15 +++++++ Outputs/plot_gpu_gflops.py | 59 ++++++++++++++++++++++++++++ Outputs/plot_node_flops.py | 52 ++++++++++++++++++++++++ Outputs/plot_node_speedup.py | 53 +++++++++++++++++++++++++ Outputs/plot_openmp_speedup.py | 54 +++++++++++++++++++++++++ 15 files changed, 244 insertions(+), 1 deletion(-) create mode 100755 Outputs/Debug.sh create mode 100644 Outputs/GPU_version_gflops.png create mode 100644 Outputs/Node_Speedup.png create mode 100644 Outputs/Node_flops(10000x10000).png create mode 100644 Outputs/Node_flops(25000x25000).png create mode 100644 Outputs/Node_flops(5000x5000).png create mode 100644 Outputs/Node_flops.png create mode 100644 Outputs/OpenMP_version_speedup.png create mode 100644 Outputs/README.md create mode 100755 Outputs/Runner.sh create mode 100755 Outputs/plot_gpu_gflops.py create mode 100755 Outputs/plot_node_flops.py create mode 100755 Outputs/plot_node_speedup.py create mode 100755 Outputs/plot_openmp_speedup.py diff --git a/.gitignore b/.gitignore index f7b8636..92937d9 100644 --- a/.gitignore +++ b/.gitignore @@ -3,4 +3,3 @@ **/*.out **/*.err **/*.debug -Outputs/ diff --git a/Outputs/Debug.sh b/Outputs/Debug.sh new file mode 100755 index 0000000..133d7e8 --- /dev/null +++ b/Outputs/Debug.sh @@ -0,0 +1,10 @@ +# Put all debug files(.debug) for common run values to a single 'Debug' directory in order to 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Must update if changes are made in directory tree +submit=sbatch +cd ../Serial +make +$submit Serial.slurm 25000 +cd ../OpenMP +make +$submit OpenMP.slurm 25000 +cd ../GPUs +make +$submit GPU.slurm 25000 +cd ../MPI +make +$submit MPI.slurm 25000 + diff --git a/Outputs/plot_gpu_gflops.py b/Outputs/plot_gpu_gflops.py new file mode 100755 index 0000000..7e6b152 --- /dev/null +++ b/Outputs/plot_gpu_gflops.py @@ -0,0 +1,59 @@ +import matplotlib.pyplot as plt +import numpy as np + +def autolabel(rects): + """ + Attach a text label above each bar displaying its height + """ + for rect in rects: + height = float(rect.get_height()) + ax.text(rect.get_x() + rect.get_width()/2., 1.05*height, + '%.4f' % float(height), + ha='center', va='bottom') + +with open('GPU.out') as file: + list0 = file.readlines() +with open('Serial.out') as file: + list1 = file.readlines() +nm=["naive_cuda", "coalesced_cuda", "shmem_cuda", "cuBLAS"] +res0=[] +res=[] +res1=[] +res2=[] +res3=[] +nm=[] +for i in range(0,3): + n = int(((list0[4*i].split()[3]).split('=')[1])[:-1]) + m = int(((list0[4*i].split()[4]).split('=')[1])[:-2]) + nm.append(str(n) + "x" + str(m)) + #print " n=" + str(n) + ", m=" + str(m) + ")" + GFlops_ms = 2 * n * m *1000/1.e9 + res0.append( GFlops_ms/float(list0[4*i].split()[6])) + res.append( GFlops_ms/float(list0[4*i+1].split()[7])) + res1.append( GFlops_ms/float(list0[4*i+2].split()[7])) + res2.append( GFlops_ms/float(list0[4*i+3].split()[6])) + res3.append( GFlops_ms/float(list1[i].split()[4])) + + +fig, ax = plt.subplots(figsize=(16, 9),dpi=300) +N = 3 +ind = np.arange(N) # the x locations for the groups +width = 0.10 # the width of the bars + +rect0 = ax.bar(ind + 0.15, res0, width, color='r',label='naive_cuda') +rect = ax.bar(ind + 0.30, res, width, color='b',label='coalesced_cuda') +rect1 = ax.bar(ind + 0.45, res1, width, color='g',label='shmem_cuda') +rect2 = ax.bar(ind + 0.60, res2, width, color='k',label='cuBLAS') +rect3 = ax.bar(ind, res3, width, color='c',label='Serial') +ax.set_ylabel('GFLOPS/s') +ax.set_xlabel('Array_size') +ax.set_xticks(ind + width / 2) +ax.set_xticklabels(nm)#rotation = (60)) +#autolabel(rect) +ax.set_title( "GPU Benchmark" ) +ax.legend(prop={'size':10},loc=2) +plt.savefig('GPU_version_gflops.png', bbox_inches='tight') +plt.close() + + + diff --git a/Outputs/plot_node_flops.py b/Outputs/plot_node_flops.py new file mode 100755 index 0000000..844126f --- /dev/null +++ b/Outputs/plot_node_flops.py @@ -0,0 +1,52 @@ +import matplotlib.pyplot as plt +import numpy as np + +def autolabel(rects): + """ + Attach a text label above each bar displaying its height + """ + for rect in rects: + height = float(rect.get_height()) + ax.text(rect.get_x() + rect.get_width()/2., 1.05*height, + '%.4f' % float(height), + ha='center', va='bottom') + +with open('GPU.out') as file: + list0 = file.readlines() +with open('Serial.out') as file: + list1 = file.readlines() +with open('mpi.out') as file: + list2 = file.readlines() +nodes = [1,2,4,8,16] +nm=[] +fig, ax = plt.subplots(figsize=(16, 9),dpi=300) +width = 0.1 # the width of the bars +col=['g','b','k','m','c','y'] +N=len(nodes) +ind = np.arange(N) # the x locations for the groups +fig, ax = plt.subplots(figsize=(16, 9),dpi=300) +for i in range(0,3): + n = int(((list0[4*i].split()[3]).split('=')[1])[:-1]) + m = int(((list0[4*i].split()[4]).split('=')[1])[:-2]) + nm.append(str(n) + "x" + str(m)) + #print " n=" + str(n) + ", m=" + str(m) + ")" + GFlops_ms = 2 * n * m *1000/1.e9 + res0=[] + res=[] + for j in range(0,N): + res0.append( GFlops_ms/float(list0[12+3*j+i].split()[-5])) + res.append( GFlops_ms/float(list2[6*i+18*j+5].split()[-5])) + rect0 = ax.bar(ind + 0.3*i, res0, width, color=col[2*i],label='MPI-cuBLAS(2 GPUs/node)'+ nm[i]) + rect = ax.bar(ind + 0.3*i+0.15, res, width, color=col[2*i+1],label='MPI-OpenMP(20 threads/node)'+ nm[i]) +ax.set_ylabel('GFLOPS/(s*nodes)') +ax.set_xlabel('Nodes') +ax.set_xticks(ind) +ax.set_xticklabels(nodes)#rotation = (60)) +#autolabel(rect) +ax.set_title( "Multinode Gflops" ) +ax.legend(prop={'size':10},loc=2) +plt.savefig("Node_flops.png", bbox_inches='tight') +plt.close() + + + diff --git a/Outputs/plot_node_speedup.py b/Outputs/plot_node_speedup.py new file mode 100755 index 0000000..28d9749 --- /dev/null +++ b/Outputs/plot_node_speedup.py @@ -0,0 +1,53 @@ +import matplotlib.pyplot as plt +import numpy as np + +def autolabel(rects): + """ + Attach a text label above each bar displaying its height + """ + for rect in rects: + height = float(rect.get_height()) + ax.text(rect.get_x() + rect.get_width()/2., 1.05*height, + '%.4f' % float(height), + ha='center', va='bottom') + +with open('GPU.out') as file: + list0 = file.readlines() +with open('Serial.out') as file: + list1 = file.readlines() +with open('mpi.out') as file: + list2 = file.readlines() +nodes = [1,2,4,8,16] +nm=[] +width = 0.1 # the width of the bars +col=['g','b','k','m','c','y'] +N=len(nodes) +ind = np.arange(N) # the x locations for the groups +fig, ax = plt.subplots(figsize=(16, 9),dpi=300) +for i in range(0,3): + n = int(((list0[4*i].split()[3]).split('=')[1])[:-1]) + m = int(((list0[4*i].split()[4]).split('=')[1])[:-2]) + nm.append(str(n) + "x" + str(m)) + res0=[] + res=[] + serial = float(list1[i].split()[4]) + for j in range(0,N): + gpu = float(list0[12+3*j+i].split()[-5]) + omp = float(list2[6*i+18*j+5].split()[-5]) + print "(" + str(i) + "," + str(nodes[j]) + ")gpu= "+ str(gpu) + ",omp= " + str(omp) + res0.append( serial/ gpu) + res.append( serial/ omp) + rect0 = ax.bar(ind + 0.3*i, res0, width, color=col[2*i],label='MPI-cuBLAS(2 GPUs/node)'+ nm[i]) + rect = ax.bar(ind + 0.3*i + 0.15, res, width, color=col[2*i+1],label='MPI-OpenMP(20 threads/node)'+ nm[i]) +ax.set_ylabel('Speedup') +ax.set_xlabel('Nodes') +ax.set_xticks(ind) +ax.set_xticklabels(nodes)#rotation = (60)) +#autolabel(rect) +ax.set_title( "Multinode Speedup" ) +ax.legend(prop={'size':10},loc=2) +plt.savefig("Node_Speedup.png", bbox_inches='tight') +plt.close() + + + diff --git a/Outputs/plot_openmp_speedup.py b/Outputs/plot_openmp_speedup.py new file mode 100755 index 0000000..22f60c2 --- /dev/null +++ b/Outputs/plot_openmp_speedup.py @@ -0,0 +1,54 @@ +import matplotlib.pyplot as plt +import numpy as np + +def autolabel(rects): + """ + Attach a text label above each bar displaying its height + """ + for rect in rects: + height = float(rect.get_height()) + ax.text(rect.get_x() + rect.get_width()/2., 1.05*height, + '%.4f' % float(height), + ha='center', va='bottom') + +with open('OpenMP.out') as file: + list0 = file.readlines() +with open('Serial.out') as file: + list1 = file.readlines() +nm=["naive_cuda", "coalesced_cuda", "shmem_cuda", "cuBLAS"] +cores=[1,2,5,10,20,40] +col=['g','b','k','m','c','y'] +res1=[] +res2=[] +res3=[] +nm=[] +fig, pl = plt.subplots(figsize=(16, 9),dpi=300) +for i in range(0,3): + n = int(((list1[i].split()[1]).split('=')[1])[:-1]) + m = int(((list1[i].split()[2]).split('=')[1])[:-2]) + nm.append(str(n) + "x" + str(m)) + serial = float(list1[i].split()[4]) + res0=[] + res=[] + print " n=" + str(n) + ", m=" + str(m) + ")" + for j in range(0,len(cores)): + #GFlops_ms = 2 * n * m *1000/1.e9 + res0.append( serial/float(list0[12*i+2*j].split()[5])) + res.append( serial/float(list0[12*i+2*j+1].split()[5])) + y = plt.plot(cores,res0, color = col[2*i], label="OpenMP_Naive("+nm[i]+")") + y = plt.plot(cores,res, color = col[2*i+1], label="OpenMP_Aff("+nm[i]+")" ) + + +y = plt.plot(cores,cores, color='r',label='Linear Speedup') +pl.set_ylabel('Speedup') +pl.set_xlabel('Cores') +#ax.set_xticks(ind + width / 2) +pl.set_xticklabels(cores)#rotation = (60)) +#autolabel(rect) +pl.set_title( "OpenMP Benchmark" ) +pl.legend(prop={'size':10},loc=2) +plt.savefig('OpenMP_version_speedup.png', bbox_inches='tight') +plt.close() + + + -- GitLab