Show any compile time spent in time and timev macros

base/timing.jl

@@ -55,6 +55,8 @@ function gc_alloc_count(diff::GC_Diff)
     diff.malloc + diff.realloc + diff.poolalloc + diff.bigalloc
 end
 
+# cumulative total time spent on compilation
+cumulative_compile_time_ns() = ccall(:jl_cumulative_compile_time_ns, UInt64, ())
 
 # total time spend in garbage collection, in nanoseconds
 gc_time_ns() = ccall(:jl_gc_total_hrtime, UInt64, ())
@@ -102,7 +104,7 @@ function format_bytes(bytes) # also used by InteractiveUtils
     end
 end
 
-function time_print(elapsedtime, bytes=0, gctime=0, allocs=0)
+function time_print(elapsedtime, bytes=0, gctime=0, allocs=0, compile_time=0)
     timestr = Ryu.writefixed(Float64(elapsedtime/1e9), 6)
     length(timestr) < 10 && print(" "^(10 - length(timestr)))
     print(timestr, " seconds")
@@ -118,15 +120,18 @@ function time_print(elapsedtime, bytes=0, gctime=0, allocs=0)
     if gctime > 0
         print(", ", Ryu.writefixed(Float64(100*gctime/elapsedtime), 2), "% gc time")
     end
+    if compile_time > 0
+        print(", ", Ryu.writefixed(Float64(100*compile_time/elapsedtime), 2), "% compilation time")
+    end
     if bytes != 0 || allocs != 0
         print(")")
     end
     nothing
 end
 
-function timev_print(elapsedtime, diff::GC_Diff)
+function timev_print(elapsedtime, diff::GC_Diff, compile_time)
     allocs = gc_alloc_count(diff)
-    time_print(elapsedtime, diff.allocd, diff.total_time, allocs)
+    time_print(elapsedtime, diff.allocd, diff.total_time, allocs, compile_time)
     print("\nelapsed time (ns): $elapsedtime\n")
     padded_nonzero_print(diff.total_time,   "gc time (ns)")
     padded_nonzero_print(diff.allocd,       "bytes allocated")
@@ -144,7 +149,8 @@ end
 
 A macro to execute an expression, printing the time it took to execute, the number of
 allocations, and the total number of bytes its execution caused to be allocated, before
-returning the value of the expression.
+returning the value of the expression. Any time spent garbage collecting (gc) or
+compiling is shown as a percentage.
 
 See also [`@timev`](@ref), [`@timed`](@ref), [`@elapsed`](@ref), and
 [`@allocated`](@ref).
@@ -155,8 +161,13 @@ See also [`@timev`](@ref), [`@timed`](@ref), [`@elapsed`](@ref), and
     reduce noise.
 
 ```julia-repl
-julia> @time rand(10^6);
-  0.001525 seconds (7 allocations: 7.630 MiB)
+julia> x = rand(10,10);
+
+julia> @time x * x;
+  0.606588 seconds (2.19 M allocations: 116.555 MiB, 3.75% gc time, 99.94% compilation time)
+
+julia> @time x * x;
+  0.000009 seconds (1 allocation: 896 bytes)
 
 julia> @time begin
            sleep(0.3)
@@ -170,12 +181,14 @@ macro time(ex)
     quote
         while false; end # compiler heuristic: compile this block (alter this if the heuristic changes)
         local stats = gc_num()
+        local compile_elapsedtime = cumulative_compile_time_ns()
         local elapsedtime = time_ns()
         local val = $(esc(ex))
         elapsedtime = time_ns() - elapsedtime
+        compile_elapsedtime = cumulative_compile_time_ns() - compile_elapsedtime
         local diff = GC_Diff(gc_num(), stats)
         time_print(elapsedtime, diff.allocd, diff.total_time,
-                   gc_alloc_count(diff))
+                   gc_alloc_count(diff), compile_elapsedtime)
         println()
         val
     end
@@ -192,22 +205,36 @@ See also [`@time`](@ref), [`@timed`](@ref), [`@elapsed`](@ref), and
 [`@allocated`](@ref).
 
 ```julia-repl
-julia> @timev rand(10^6);
-  0.001006 seconds (7 allocations: 7.630 MiB)
-elapsed time (ns): 1005567
-bytes allocated:   8000256
-pool allocs:       6
-malloc() calls:    1
+julia> x = rand(10,10);
+
+julia> @timev x * x;
+  0.546770 seconds (2.20 M allocations: 116.632 MiB, 4.23% gc time, 99.94% compilation time)
+elapsed time (ns): 546769547
+gc time (ns):      23115606
+bytes allocated:   122297811
+pool allocs:       2197930
+non-pool GC allocs:1327
+malloc() calls:    36
+realloc() calls:   5
+GC pauses:         3
+
+julia> @timev x * x;
+  0.000010 seconds (1 allocation: 896 bytes)
+elapsed time (ns): 9848
+bytes allocated:   896
+pool allocs:       1
 ```
 """
 macro timev(ex)
     quote
         while false; end # compiler heuristic: compile this block (alter this if the heuristic changes)
         local stats = gc_num()
+        local compile_elapsedtime = cumulative_compile_time_ns()
         local elapsedtime = time_ns()
         local val = $(esc(ex))
         elapsedtime = time_ns() - elapsedtime
-        timev_print(elapsedtime, GC_Diff(gc_num(), stats))
+        compile_elapsedtime = cumulative_compile_time_ns() - compile_elapsedtime
+        timev_print(elapsedtime, GC_Diff(gc_num(), stats), compile_elapsedtime)
         val
     end
 end

doc/src/manual/performance-tips.md

@@ -70,7 +70,7 @@ julia> function sum_global()
        end;
 
 julia> @time sum_global()
-  0.017705 seconds (15.28 k allocations: 694.484 KiB)
+  0.009639 seconds (7.36 k allocations: 300.310 KiB, 98.32% compilation time)
 496.84883432553846
 
 julia> @time sum_global()
@@ -106,15 +106,15 @@ julia> function sum_arg(x)
        end;
 
 julia> @time sum_arg(x)
-  0.007701 seconds (821 allocations: 43.059 KiB)
+  0.006202 seconds (4.18 k allocations: 217.860 KiB, 99.72% compilation time)
 496.84883432553846
 
 julia> @time sum_arg(x)
-  0.000006 seconds (5 allocations: 176 bytes)
+  0.000005 seconds (1 allocation: 16 bytes)
 496.84883432553846
 ```
 
-The 5 allocations seen are from running the `@time` macro itself in global scope. If we instead run
+The 1 allocation seen is from running the `@time` macro itself in global scope. If we instead run
 the timing in a function, we can see that indeed no allocations are performed:
 
 ```jldoctest sumarg; filter = r"[0-9\.]+ seconds"

src/jitlayers.cpp

@@ -67,6 +67,13 @@ void jl_jit_globals(std::map<void *, GlobalVariable*> &globals)
     }
 }
 
+static uint64_t cumulative_compile_time = 0;
+
+extern "C" JL_DLLEXPORT
+uint64_t jl_cumulative_compile_time_ns() {
+    return cumulative_compile_time;
+}
+
 // this generates llvm code for the lambda info
 // and adds the result to the jitlayers
 // (and the shadow module),
@@ -210,6 +217,7 @@ extern "C" JL_DLLEXPORT
 void jl_compile_extern_c(void *llvmmod, void *p, void *sysimg, jl_value_t *declrt, jl_value_t *sigt)
 {
     JL_LOCK(&codegen_lock);
+    uint64_t compiler_start_time = jl_hrtime();
     jl_codegen_params_t params;
     jl_codegen_params_t *pparams = (jl_codegen_params_t*)p;
     if (pparams == NULL)
@@ -228,6 +236,7 @@ void jl_compile_extern_c(void *llvmmod, void *p, void *sysimg, jl_value_t *declr
         if (llvmmod == NULL)
             jl_add_to_ee(std::unique_ptr<Module>(into));
     }
+    cumulative_compile_time += (jl_hrtime() - compiler_start_time);
     JL_UNLOCK(&codegen_lock);
 }
 
@@ -251,8 +260,10 @@ void jl_extern_c(jl_value_t *declrt, jl_tupletype_t *sigt)
     if (!jl_is_concrete_type(declrt) || jl_is_kind(declrt))
         jl_error("@ccallable: return type must be concrete and correspond to a C type");
     JL_LOCK(&codegen_lock);
+    uint64_t compiler_start_time = jl_hrtime();
     if (!jl_type_mappable_to_c(declrt))
         jl_error("@ccallable: return type doesn't correspond to a C type");
+    cumulative_compile_time += (jl_hrtime() - compiler_start_time);
     JL_UNLOCK(&codegen_lock);
 
     // validate method signature
@@ -281,6 +292,7 @@ extern "C"
 jl_code_instance_t *jl_generate_fptr(jl_method_instance_t *mi JL_PROPAGATES_ROOT, size_t world)
 {
     JL_LOCK(&codegen_lock); // also disables finalizers, to prevent any unexpected recursion
+    uint64_t compiler_start_time = jl_hrtime();
     // if we don't have any decls already, try to generate it now
     jl_code_info_t *src = NULL;
     JL_GC_PUSH1(&src);
@@ -317,6 +329,7 @@ jl_code_instance_t *jl_generate_fptr(jl_method_instance_t *mi JL_PROPAGATES_ROOT
     else {
         codeinst = NULL;
     }
+    cumulative_compile_time += (jl_hrtime() - compiler_start_time);
     JL_UNLOCK(&codegen_lock);
     JL_GC_POP();
     return codeinst;
@@ -329,6 +342,7 @@ void jl_generate_fptr_for_unspecialized(jl_code_instance_t *unspec)
         return;
     }
     JL_LOCK(&codegen_lock);
+    uint64_t compiler_start_time = jl_hrtime();
     if (unspec->invoke == NULL) {
         jl_code_info_t *src = NULL;
         JL_GC_PUSH1(&src);
@@ -355,6 +369,7 @@ void jl_generate_fptr_for_unspecialized(jl_code_instance_t *unspec)
         }
         JL_GC_POP();
     }
+    cumulative_compile_time += (jl_hrtime() - compiler_start_time);
     JL_UNLOCK(&codegen_lock); // Might GC
 }
 
@@ -376,6 +391,7 @@ jl_value_t *jl_dump_method_asm(jl_method_instance_t *mi, size_t world,
             // (using sentinel value `1` instead)
             // so create an exception here so we can print pretty our lies
             JL_LOCK(&codegen_lock); // also disables finalizers, to prevent any unexpected recursion
+            uint64_t compiler_start_time = jl_hrtime();
             specfptr = (uintptr_t)codeinst->specptr.fptr;
             if (specfptr == 0) {
                 jl_code_info_t *src = jl_type_infer(mi, world, 0);
@@ -399,6 +415,7 @@ jl_value_t *jl_dump_method_asm(jl_method_instance_t *mi, size_t world,
                 }
                 JL_GC_POP();
             }
+            cumulative_compile_time += (jl_hrtime() - compiler_start_time);
             JL_UNLOCK(&codegen_lock);
         }
         if (specfptr != 0)