Configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436 33.5 Wall-time Profiler . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory . . . . . . . . . . . . . . 474 35.5 Execution latency, package loading and package precompiling time . . . . . . . . . 481 35.6 Miscellaneous . . . . . . . . . . . . . . . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1947 106.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1963 106.26 Static analyzer

Configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436 33.5 Wall-time Profiler . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory . . . . . . . . . . . . . . 474 35.5 Execution latency, package loading and package precompiling time . . . . . . . . . 481 35.6 Miscellaneous . . . . . . . . . . . . . . . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1947 106.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1963 106.26 Static analyzer

Configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436 33.5 Wall-time Profiler . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory . . . . . . . . . . . . . . 474 35.5 Execution latency, package loading and package precompiling time . . . . . . . . . 481 35.6 Miscellaneous . . . . . . . . . . . . . . . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1938 105.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1954 105.26 Static analyzer

Configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.5 Wall-time Profiler . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 438 33.6 Memory . . . . . . . . . . . . . . 475 35.5 Execution latency, package loading and package precompiling time . . . . . . . . . 482 35.6 Miscellaneous . . . . . . . . . . . . . . . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1947 106.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1963 106.26 Static analyzer

Configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436 33.5 Wall-time Profiler . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437 33.6 Memory . . . . . . . . . . . . . . 474 35.5 Execution latency, package loading and package precompiling time . . . . . . . . . 481 35.6 Miscellaneous . . . . . . . . . . . . . . . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1949 106.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1965 106.26 Static analyzer

variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 416 34.3 Measure performance with @time and pay attention to memory allocation . . . . . . 417 34.4 Tools . . . . . . . . . . . . . . . dispatch, and good performance, achieved using type inference and just-in-time (JIT) compilation (and optional ahead-of-time compilation), implemented using LLVM. It is multi-paradigm, combining features types for the compiler, types exist only at compile time and cannot be manipulated or expressed at run time. In Julia, types are themselves run-time objects, and can also be used to convey information

variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 416 34.3 Measure performance with @time and pay attention to memory allocation . . . . . . 417 34.4 Tools . . . . . . . . . . . . . . . dispatch, and good performance, achieved using type inference and just-in-time (JIT) compilation (and optional ahead-of-time compilation), implemented using LLVM. It is multi-paradigm, combining features types for the compiler, types exist only at compile time and cannot be manipulated or expressed at run time. In Julia, types are themselves run-time objects, and can also be used to convey information

variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444 35.3 Measure performance with @time and pay attention to memory allocation . . . . . . 445 35.4 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . 476 35.31 Execution latency, package loading and package precompiling time . . . . . . . . . 476 36 Workflow Tips 479 36.1 REPL-based workflow . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1896 105.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1913 105.26 Static analyzer

variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444 35.3 Measure performance with @time and pay attention to memory allocation . . . . . . 445 35.4 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . 476 35.31 Execution latency, package loading and package precompiling time . . . . . . . . . 476 36 Workflow Tips 479 36.1 REPL-based workflow . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1896 105.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1913 105.26 Static analyzer

variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444 35.3 Measure performance with @time and pay attention to memory allocation . . . . . . 445 35.4 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . 476 35.31 Execution latency, package loading and package precompiling time . . . . . . . . . 476 36 Workflow Tips 479 36.1 REPL-based workflow . . . . . . . . . . . . . . EscapeAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1896 105.25 Ahead of Time Compilation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1913 105.26 Static analyzer