Halide 22.0.0 Halide compiler and libraries

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Namespaces | Functions
Profiling.h File Reference

Defines the lowering pass that injects print statements when profiling is turned on. More...

`#include <map>`
`#include <string>`
`#include "Expr.h"`

Go to the source code of this file.

## Namespaces
namespace | Halide
| This file defines the class FunctionDAG, which is our representation of a Halide pipeline, and contains methods to using Halide's bounds tools to query properties of it.
namespace | Halide::Internal

## Functions
Stmt | Halide::Internal::inject_profiling (const Stmt &, const std::string &, const std::map< std::string, Function > &env)
| Take a statement representing a halide pipeline insert high-resolution timing into the generated code (via spawning a thread that acts as a sampling profiler); summaries of execution times and counts will be logged at the end.

## Detailed Description

Defines the lowering pass that injects print statements when profiling is turned on.

The profiler will print out per-pipeline and per-func stats, such as total time spent and heap/stack allocation information. To turn on the profiler, set HL_TARGET/HL_JIT_TARGET flags to 'host-profile'.

Output format: <pipeline_name> <total time spent in this pipeline> <# of samples taken> <# of runs> <avg time/run> <# of heap allocations> <peak heap allocation> <func_name> <total time spent in this func> <percentage of time spent> (<peak heap alloc by this func> <num of allocs> <average alloc size> | <worst-case peak stack alloc by this func>)?

Sample output: memory_profiler_mandelbrot total time: 59.832336 ms samples: 43 runs: 1000 time/run: 0.059832 ms heap allocations: 104000 peak heap usage: 505344 bytes f0: 0.025673ms (42%) mandelbrot: 0.006444ms (10%) peak: 505344 num: 104000 avg: 5376 argmin: 0.027715ms (46%) stack: 20

Definition in file Profiling.h.