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@ -88,7 +88,7 @@ add_sapi_library(pffft_sapi
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INPUTS master/pffft.h master/fftpack.h
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INPUTS master/pffft.h master/fftpack.h
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LIBRARY pffft
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LIBRARY pffft
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LIBRARY_NAME pffft
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LIBRARY_NAME Pffft
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NAMESPACE ""
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NAMESPACE ""
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)
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)
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@ -4,7 +4,9 @@ Build System: CMake
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OS: Linux
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OS: Linux
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### Check out the PFFFT library & CMake set up
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### Check out the PFFFT library & CMake set up
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`git submodule add https://bitbucket.org/jpommier/pffft.git`
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`git clone https://github.com/doinachiroiu/sandboxed-api/tree/master/oss-internship-2020/pffft`
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`git submodule update --init --recursive`
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`mkdir -p build && cd build`
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`mkdir -p build && cd build`
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@ -22,7 +24,7 @@ display custom info with
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## ***About the project***
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## ***About the project***
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*PFFFT library is concerned with 1D Fast-Fourier Transformations finding a
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*PFFFT library is concerned with 1D Fast-Fourier Transformations finding a
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compromise between accuracy and speed. It deals with real and complex
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compromise between accuracy and speed. It deals with real and complex
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vectors, both cases being illustrated in the testing part (`main_pffft.c`
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vectors, both cases being illustrated in the testing part (`test_pffft.c`
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for initially and original version, `main_pffft_sandboxed.cc` for our
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for initially and original version, `main_pffft_sandboxed.cc` for our
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currently implemented sandboxed version).
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currently implemented sandboxed version).
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The original files can be found at: https://bitbucket.org/jpommier/pffft/src.*
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The original files can be found at: https://bitbucket.org/jpommier/pffft/src.*
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@ -62,7 +64,8 @@ In the end, the performance of PFFFT library it is outlined by the output.*
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### Bugs history
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### Bugs history
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1. [Solved] pffft benchmark bug: "Sandbox not active"
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1. [Solved] pffft benchmark bug: "Sandbox not active"
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N = 64, status OK, pffft_transform generates error
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N = 64, status OK, pffft_transform generates error
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N > 64, status not OK
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N > 64, status not OK
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Problem on initialising sapi::StatusOr<PFFFT_Setup *> s; the memory that stays
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Problem on initialising sapi::StatusOr<PFFFT_Setup *> s; the memory that stays
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@ -75,7 +78,8 @@ In the end, the performance of PFFFT library it is outlined by the output.*
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Solution: using "sapi::v::RemotePtr" instead of "sapi::v::GenericPtr"
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Solution: using "sapi::v::RemotePtr" instead of "sapi::v::GenericPtr"
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to access the memory of object s
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to access the memory of object s
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2. [Unresolved] compiling bug: "No space left on device"
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2. [Unresolved] compiling bug: "No space left on device"
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The building process creates some `embed` files that use lots of
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The building process creates some `embed` files that use lots of
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memory, trying to write them on /tmp.
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memory, trying to write them on /tmp.
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@ -30,10 +30,10 @@
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ABSL_DECLARE_FLAG(string, sandbox2_danger_danger_permit_all);
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ABSL_DECLARE_FLAG(string, sandbox2_danger_danger_permit_all);
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ABSL_DECLARE_FLAG(string, sandbox2_danger_danger_permit_all_and_log);
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ABSL_DECLARE_FLAG(string, sandbox2_danger_danger_permit_all_and_log);
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class PffftSapiSandbox : public pffftSandbox {
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class PffftSapiSandbox : public PffftSandbox {
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public:
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public:
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std::unique_ptr<sandbox2::Policy> ModifyPolicy(
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std::unique_ptr<sandbox2::Policy> ModifyPolicy(
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sandbox2::PolicyBuilder*) override {
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sandbox2::PolicyBuilder*) {
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return sandbox2::PolicyBuilder()
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return sandbox2::PolicyBuilder()
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.AllowStaticStartup()
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.AllowStaticStartup()
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.AllowOpen()
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.AllowOpen()
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@ -50,11 +50,11 @@ class PffftSapiSandbox : public pffftSandbox {
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}
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}
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};
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};
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double UclockSec(void) { return (double)clock() / (double)CLOCKS_PER_SEC; }
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double UclockSec() { return static_cast<double>(clock()) / CLOCKS_PER_SEC; }
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int array_output_format = 0;
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int array_output_format = 0;
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void ShowOutput(const char* name, int N, int cplx, float flops, float t0,
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void ShowOutput(const char* name, int n, int cplx, float flops, float t0,
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float t1, int max_iter) {
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float t1, int max_iter) {
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float mflops = flops / 1e6 / (t1 - t0 + 1e-16);
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float mflops = flops / 1e6 / (t1 - t0 + 1e-16);
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if (array_output_format) {
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if (array_output_format) {
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@ -64,7 +64,7 @@ void ShowOutput(const char* name, int N, int cplx, float flops, float t0,
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printf("| n/a ");
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printf("| n/a ");
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} else {
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} else {
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if (flops != -1) {
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if (flops != -1) {
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printf("N=%5d, %s %16s : %6.0f MFlops [t=%6.0f ns, %d runs]\n", N,
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printf("n=%5d, %s %16s : %6.0f MFlops [t=%6.0f ns, %d runs]\n", n,
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(cplx ? "CPLX" : "REAL"), name, mflops,
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(cplx ? "CPLX" : "REAL"), name, mflops,
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(t1 - t0) / 2 / max_iter * 1e9, max_iter);
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(t1 - t0) / 2 / max_iter * 1e9, max_iter);
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}
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}
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@ -72,55 +72,64 @@ void ShowOutput(const char* name, int N, int cplx, float flops, float t0,
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fflush(stdout);
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fflush(stdout);
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}
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}
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int main(int argc, char* argv[]) {
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absl::Status PffftMain() {
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PffftSapiSandbox sandbox;
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SAPI_RETURN_IF_ERROR(sandbox.Init());
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return absl::OkStatus();
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}
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int main(int argc, char* argv[]) {
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// Initialize Google's logging library.
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// Initialize Google's logging library.
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google::InitGoogleLogging(argv[0]);
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google::InitGoogleLogging(argv[0]);
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gflags::ParseCommandLineFlags(&argc, &argv, true);
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gflags::ParseCommandLineFlags(&argc, &argv, true);
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// Nvalues is a vector keeping the values by which iterates N, its value
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// kTransformSizes is a vector keeping the values by which iterates n, its value
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// representing the input length. More concrete, N is the number of
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// representing the input length. More concrete, n is the number of
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// data points the caclulus is up to (determinating its accuracy).
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// data points the caclulus is up to (determinating its accuracy).
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// To show the performance of Fast-Fourier Transformations the program is
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// To show the performance of Fast-Fourier Transformations the program is
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// testing for various values of N.
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// testing for various values of n.
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int Nvalues[] = {64, 96, 128, 160, 192, 256,
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constexpr int kTransformSizes[] = {64, 96, 128, 160, 192, 256,
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384, 5 * 96, 512, 5 * 128, 3 * 256, 800,
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384, 5 * 96, 512, 5 * 128, 3 * 256, 800,
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1024, 2048, 2400, 4096, 8192, 9 * 1024,
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1024, 2048, 2400, 4096, 8192, 9 * 1024,
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16384, 32768};
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16384, 32768};
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int i;
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LOG(INFO) << "Initializing sandbox...\n";
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LOG(INFO) << "Initializing sandbox...\n";
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PffftSapiSandbox sandbox;
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PffftSapiSandbox sandbox;
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absl::Status init_status = sandbox.Init();
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absl::Status init_status = sandbox.Init();
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LOG(INFO) << "Initialization: " << init_status.ToString().c_str() << "\n";
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if (absl::Status status = PffftMain(); !status.ok()) {
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LOG(ERROR) << "Initialization failed: " << status.ToString();
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return EXIT_FAILURE;
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}
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pffftApi api(&sandbox);
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LOG(INFO) << "Initialization: " << init_status.ToString();
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PffftApi api(&sandbox);
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int cplx = 0;
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int cplx = 0;
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do {
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do {
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for (int N : Nvalues) {
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for (int n : kTransformSizes) {
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const int Nfloat = N * (cplx ? 2 : 1);
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const int n_float = n * (cplx ? 2 : 1);
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int Nbytes = Nfloat * sizeof(float);
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int n_bytes = n_float * sizeof(float);
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float wrk[2 * Nfloat + 15 * sizeof(float)];
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std::vector<float> work(2 * n_float + 15, 0.0);
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sapi::v::Array<float> wrk_(wrk, 2 * Nfloat + 15 * sizeof(float));
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sapi::v::Array<float> work_array(&work[0], work.size());
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float X[Nbytes], Y[Nbytes], Z[Nbytes];
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float x[n_bytes], y[n_bytes], z[n_bytes];
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sapi::v::Array<float> X_(X, Nbytes), Y_(Y, Nbytes), Z_(Z, Nbytes);
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sapi::v::Array<float> x_array(x, n_bytes), y_array(y, n_bytes), z_array(z, n_bytes);
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double t0, t1, flops;
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double t0;
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double t1;
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double flops;
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int max_iter = 5120000 / N * 4;
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int k;
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#ifdef __arm__
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int max_iter = 5120000 / n * 4;
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max_iter /= 4;
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#endif
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int iter, k;
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for (k = 0; k < Nfloat; ++k) {
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for (k = 0; k < n_float; ++k) {
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X[k] = 0;
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x[k] = 0;
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}
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}
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// FFTPack benchmark
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// FFTPack benchmark
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if (max_iter_ == 0) max_iter_ = 1;
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if (max_iter_ == 0) max_iter_ = 1;
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if (cplx) {
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if (cplx) {
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api.cffti(N, wrk_.PtrBoth()).IgnoreError();
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api.cffti(n, work_array.PtrBoth()).IgnoreError();
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} else {
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} else {
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api.rffti(N, wrk_.PtrBoth()).IgnoreError();
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api.rffti(n, work_array.PtrBoth()).IgnoreError();
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}
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}
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t0 = UclockSec();
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t0 = UclockSec();
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for (iter = 0; iter < max_iter_; ++iter) {
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for (int iter = 0; iter < max_iter_; ++iter) {
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if (cplx) {
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if (cplx) {
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api.cfftf(N, X_.PtrBoth(), wrk_.PtrBoth()).IgnoreError();
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api.cfftf(n, x_array.PtrBoth(), work_array.PtrBoth()).IgnoreError();
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api.cfftb(N, X_.PtrBoth(), wrk_.PtrBoth()).IgnoreError();
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api.cfftb(n, x_array.PtrBoth(), work_array.PtrBoth()).IgnoreError();
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} else {
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} else {
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api.rfftf(N, X_.PtrBoth(), wrk_.PtrBoth()).IgnoreError();
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api.rfftf(n, x_array.PtrBoth(), work_array.PtrBoth()).IgnoreError();
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api.rfftb(N, X_.PtrBoth(), wrk_.PtrBoth()).IgnoreError();
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api.rfftb(n, x_array.PtrBoth(), work_array.PtrBoth()).IgnoreError();
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}
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}
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}
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}
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t1 = UclockSec();
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t1 = UclockSec();
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flops =
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flops =
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(max_iter_ * 2) * ((cplx ? 5 : 2.5) * N * log((double)N) / M_LN2);
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(max_iter_ * 2) * ((cplx ? 5 : 2.5) * n * log((double)n) / M_LN2);
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ShowOutput("FFTPack", N, cplx, flops, t0, t1, max_iter_);
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ShowOutput("FFTPack", n, cplx, flops, t0, t1, max_iter_);
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}
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}
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// PFFFT benchmark
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// PFFFT benchmark
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{
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{
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sapi::StatusOr<PFFFT_Setup*> s =
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sapi::StatusOr<PFFFT_Setup*> s =
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api.pffft_new_setup(N, cplx ? PFFFT_COMPLEX : PFFFT_REAL);
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api.pffft_new_setup(n, cplx ? PFFFT_COMPLEX : PFFFT_REAL);
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LOG(INFO) << "Setup status is: " << s.status().ToString().c_str()
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LOG(INFO) << "Setup status is: " << s.status().ToString();
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<< "\n";
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if (!s.ok()) {
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if (!s.ok()) {
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printf("Sandbox failed.\n");
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printf("Sandbox failed.\n");
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return 1;
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return EXIT_FAILURE;
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}
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}
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sapi::v::RemotePtr s_reg(s.value());
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sapi::v::RemotePtr s_reg(s.value());
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t0 = UclockSec();
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t0 = UclockSec();
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for (iter = 0; iter < max_iter; ++iter) {
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for (int iter = 0; iter < max_iter; ++iter) {
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api.pffft_transform(&s_reg, X_.PtrBoth(), Z_.PtrBoth(),
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api.pffft_transform(&s_reg, x_array.PtrBoth(), z_array.PtrBoth(),
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Y_.PtrBoth(), PFFFT_FORWARD)
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y_array.PtrBoth(), PFFFT_FORWARD)
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.IgnoreError();
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.IgnoreError();
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api.pffft_transform(&s_reg, X_.PtrBoth(), Z_.PtrBoth(),
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api.pffft_transform(&s_reg, x_array.PtrBoth(), z_array.PtrBoth(),
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Y_.PtrBoth(), PFFFT_FORWARD)
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y_array.PtrBoth(), PFFFT_FORWARD)
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.IgnoreError();
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.IgnoreError();
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}
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}
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api.pffft_destroy_setup(&s_reg).IgnoreError();
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api.pffft_destroy_setup(&s_reg).IgnoreError();
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flops =
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flops =
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(max_iter * 2) * ((cplx ? 5 : 2.5) * N * log((double)N) / M_LN2);
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(max_iter * 2) * ((cplx ? 5 : 2.5) * n * log((double)n) / M_LN2);
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ShowOutput("PFFFT", N, cplx, flops, t0, t1, max_iter);
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ShowOutput("PFFFT", n, cplx, flops, t0, t1, max_iter);
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LOG(INFO) << "N = " << N << " SUCCESSFULLY\n\n";
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LOG(INFO) << "n = " << n << " SUCCESSFULLY";
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}
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}
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}
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}
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cplx = !cplx;
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cplx = !cplx;
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} while (cplx);
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} while (cplx);
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return 0;
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return EXIT_SUCCESS;
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}
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}
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