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Andrea Di Biagio3a6b0922018-03-08 13:05:02 +00001llvm-mca - LLVM Machine Code Analyzer
2=====================================
3
4SYNOPSIS
5--------
6
7:program:`llvm-mca` [*options*] [input]
8
9DESCRIPTION
10-----------
11
12:program:`llvm-mca` is a performance analysis tool that uses information
13available in LLVM (e.g. scheduling models) to statically measure the performance
14of machine code in a specific CPU.
15
16Performance is measured in terms of throughput as well as processor resource
17consumption. The tool currently works for processors with an out-of-order
18backend, for which there is a scheduling model available in LLVM.
19
20The main goal of this tool is not just to predict the performance of the code
21when run on the target, but also help with diagnosing potential performance
22issues.
23
Matt Davis07dee812018-07-23 21:10:50 +000024Given an assembly code sequence, llvm-mca estimates the Instructions Per Cycle
25(IPC), as well as hardware resource pressure. The analysis and reporting style
26were inspired by the IACA tool from Intel.
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +000027
Andrea Di Biagioc6590122018-04-09 16:39:52 +000028:program:`llvm-mca` allows the usage of special code comments to mark regions of
29the assembly code to be analyzed. A comment starting with substring
30``LLVM-MCA-BEGIN`` marks the beginning of a code region. A comment starting with
31substring ``LLVM-MCA-END`` marks the end of a code region. For example:
32
33.. code-block:: none
34
35 # LLVM-MCA-BEGIN My Code Region
36 ...
37 # LLVM-MCA-END
38
Sanjay Patel40ad9262018-04-10 18:10:14 +000039Multiple regions can be specified provided that they do not overlap. A code
40region can have an optional description. If no user-defined region is specified,
41then :program:`llvm-mca` assumes a default region which contains every
42instruction in the input file. Every region is analyzed in isolation, and the
43final performance report is the union of all the reports generated for every
44code region.
45
Matt Davisa448670b2018-07-17 16:11:54 +000046Inline assembly directives may be used from source code to annotate the
Sanjay Patelc86033a2018-04-10 17:49:45 +000047assembly text:
48
49.. code-block:: c++
50
Sanjay Patele3a59e22018-04-10 17:56:24 +000051 int foo(int a, int b) {
52 __asm volatile("# LLVM-MCA-BEGIN foo");
53 a += 42;
54 __asm volatile("# LLVM-MCA-END");
Andrea Di Biagioef507cb2018-04-24 10:09:32 +000055 a *= b;
Sanjay Patele3a59e22018-04-10 17:56:24 +000056 return a;
57 }
Sanjay Patelc86033a2018-04-10 17:49:45 +000058
59So for example, you can compile code with clang, output assembly, and pipe it
60directly into llvm-mca for analysis:
61
62.. code-block:: bash
63
Sanjay Patel40ad9262018-04-10 18:10:14 +000064 $ clang foo.c -O2 -target x86_64-unknown-unknown -S -o - | llvm-mca -mcpu=btver2
Andrea Di Biagioc6590122018-04-09 16:39:52 +000065
Andrea Di Biagiod8d940a2018-05-17 16:48:53 +000066Or for Intel syntax:
67
Simon Pilgrim93d45bc2018-05-17 16:58:42 +000068.. code-block:: bash
Andrea Di Biagiod8d940a2018-05-17 16:48:53 +000069
70 $ clang foo.c -O2 -target x86_64-unknown-unknown -mllvm -x86-asm-syntax=intel -S -o - | llvm-mca -mcpu=btver2
71
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +000072OPTIONS
73-------
74
75If ``input`` is "``-``" or omitted, :program:`llvm-mca` reads from standard
76input. Otherwise, it will read from the specified filename.
77
78If the :option:`-o` option is omitted, then :program:`llvm-mca` will send its output
79to standard output if the input is from standard input. If the :option:`-o`
80option specifies "``-``", then the output will also be sent to standard output.
81
82
83.. option:: -help
84
85 Print a summary of command line options.
86
87.. option:: -mtriple=<target triple>
88
89 Specify a target triple string.
90
91.. option:: -march=<arch>
92
93 Specify the architecture for which to analyze the code. It defaults to the
94 host default target.
95
96.. option:: -mcpu=<cpuname>
97
Andrea Di Biagio93c49d52018-04-25 10:18:25 +000098 Specify the processor for which to analyze the code. By default, the cpu name
99 is autodetected from the host.
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000100
101.. option:: -output-asm-variant=<variant id>
102
103 Specify the output assembly variant for the report generated by the tool.
104 On x86, possible values are [0, 1]. A value of 0 (vic. 1) for this flag enables
105 the AT&T (vic. Intel) assembly format for the code printed out by the tool in
106 the analysis report.
107
108.. option:: -dispatch=<width>
109
110 Specify a different dispatch width for the processor. The dispatch width
Andrea Di Biagioefc3f392018-04-05 16:42:32 +0000111 defaults to field 'IssueWidth' in the processor scheduling model. If width is
112 zero, then the default dispatch width is used.
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000113
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000114.. option:: -register-file-size=<size>
115
Andrea Di Biagioefc3f392018-04-05 16:42:32 +0000116 Specify the size of the register file. When specified, this flag limits how
117 many temporary registers are available for register renaming purposes. A value
118 of zero for this flag means "unlimited number of temporary registers".
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000119
120.. option:: -iterations=<number of iterations>
121
122 Specify the number of iterations to run. If this flag is set to 0, then the
Andrea Di Biagio074cef32018-04-10 12:50:03 +0000123 tool sets the number of iterations to a default value (i.e. 100).
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000124
125.. option:: -noalias=<bool>
126
127 If set, the tool assumes that loads and stores don't alias. This is the
128 default behavior.
129
130.. option:: -lqueue=<load queue size>
131
132 Specify the size of the load queue in the load/store unit emulated by the tool.
133 By default, the tool assumes an unbound number of entries in the load queue.
134 A value of zero for this flag is ignored, and the default load queue size is
Matt Davisa448670b2018-07-17 16:11:54 +0000135 used instead.
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000136
137.. option:: -squeue=<store queue size>
138
139 Specify the size of the store queue in the load/store unit emulated by the
140 tool. By default, the tool assumes an unbound number of entries in the store
141 queue. A value of zero for this flag is ignored, and the default store queue
142 size is used instead.
143
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000144.. option:: -timeline
145
146 Enable the timeline view.
147
148.. option:: -timeline-max-iterations=<iterations>
149
150 Limit the number of iterations to print in the timeline view. By default, the
151 timeline view prints information for up to 10 iterations.
152
153.. option:: -timeline-max-cycles=<cycles>
154
155 Limit the number of cycles in the timeline view. By default, the number of
156 cycles is set to 80.
157
Andrea Di Biagio1feccc22018-03-26 13:21:48 +0000158.. option:: -resource-pressure
159
160 Enable the resource pressure view. This is enabled by default.
161
Andrea Di Biagio8dabf4f2018-04-03 16:46:23 +0000162.. option:: -register-file-stats
163
164 Enable register file usage statistics.
165
Andrea Di Biagio821f6502018-04-10 14:55:14 +0000166.. option:: -dispatch-stats
167
168 Enable extra dispatch statistics. This view collects and analyzes instruction
169 dispatch events, as well as static/dynamic dispatch stall events. This view
170 is disabled by default.
171
Andrea Di Biagio1cc29c02018-04-11 11:37:46 +0000172.. option:: -scheduler-stats
173
174 Enable extra scheduler statistics. This view collects and analyzes instruction
175 issue events. This view is disabled by default.
176
Andrea Di Biagiof41ad5c2018-04-11 12:12:53 +0000177.. option:: -retire-stats
178
179 Enable extra retire control unit statistics. This view is disabled by default.
180
Andrea Di Biagioff9c1092018-03-26 13:44:54 +0000181.. option:: -instruction-info
182
183 Enable the instruction info view. This is enabled by default.
184
Andrea Di Biagio650b5fc2018-05-17 12:27:03 +0000185.. option:: -all-stats
186
187 Print all hardware statistics. This enables extra statistics related to the
188 dispatch logic, the hardware schedulers, the register file(s), and the retire
189 control unit. This option is disabled by default.
190
191.. option:: -all-views
192
193 Enable all the view.
194
Andrea Di Biagiod1569292018-03-26 12:04:53 +0000195.. option:: -instruction-tables
196
197 Prints resource pressure information based on the static information
198 available from the processor model. This differs from the resource pressure
199 view because it doesn't require that the code is simulated. It instead prints
200 the theoretical uniform distribution of resource pressure for every
201 instruction in sequence.
202
Matt Davisa448670b2018-07-17 16:11:54 +0000203
Andrea Di Biagio3a6b0922018-03-08 13:05:02 +0000204EXIT STATUS
205-----------
206
207:program:`llvm-mca` returns 0 on success. Otherwise, an error message is printed
208to standard error, and the tool returns 1.
209
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000210HOW LLVM-MCA WORKS
211------------------
Matt Davisbc093ea2018-07-19 20:33:59 +0000212
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000213:program:`llvm-mca` takes assembly code as input. The assembly code is parsed
214into a sequence of MCInst with the help of the existing LLVM target assembly
215parsers. The parsed sequence of MCInst is then analyzed by a ``Pipeline`` module
216to generate a performance report.
Matt Davisbc093ea2018-07-19 20:33:59 +0000217
218The Pipeline module simulates the execution of the machine code sequence in a
219loop of iterations (default is 100). During this process, the pipeline collects
220a number of execution related statistics. At the end of this process, the
221pipeline generates and prints a report from the collected statistics.
222
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000223Here is an example of a performance report generated by the tool for a
224dot-product of two packed float vectors of four elements. The analysis is
225conducted for target x86, cpu btver2. The following result can be produced via
226the following command using the example located at
Matt Davisbc093ea2018-07-19 20:33:59 +0000227``test/tools/llvm-mca/X86/BtVer2/dot-product.s``:
228
229.. code-block:: bash
230
231 $ llvm-mca -mtriple=x86_64-unknown-unknown -mcpu=btver2 -iterations=300 dot-product.s
232
233.. code-block:: none
234
235 Iterations: 300
236 Instructions: 900
237 Total Cycles: 610
238 Dispatch Width: 2
239 IPC: 1.48
240 Block RThroughput: 2.0
241
242
243 Instruction Info:
244 [1]: #uOps
245 [2]: Latency
246 [3]: RThroughput
247 [4]: MayLoad
248 [5]: MayStore
249 [6]: HasSideEffects (U)
250
251 [1] [2] [3] [4] [5] [6] Instructions:
252 1 2 1.00 vmulps %xmm0, %xmm1, %xmm2
253 1 3 1.00 vhaddps %xmm2, %xmm2, %xmm3
254 1 3 1.00 vhaddps %xmm3, %xmm3, %xmm4
255
256
257 Resources:
258 [0] - JALU0
259 [1] - JALU1
260 [2] - JDiv
261 [3] - JFPA
262 [4] - JFPM
263 [5] - JFPU0
264 [6] - JFPU1
265 [7] - JLAGU
266 [8] - JMul
267 [9] - JSAGU
268 [10] - JSTC
269 [11] - JVALU0
270 [12] - JVALU1
271 [13] - JVIMUL
272
273
274 Resource pressure per iteration:
275 [0] [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13]
276 - - - 2.00 1.00 2.00 1.00 - - - - - - -
277
278 Resource pressure by instruction:
279 [0] [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] Instructions:
280 - - - - 1.00 - 1.00 - - - - - - - vmulps %xmm0, %xmm1, %xmm2
281 - - - 1.00 - 1.00 - - - - - - - - vhaddps %xmm2, %xmm2, %xmm3
282 - - - 1.00 - 1.00 - - - - - - - - vhaddps %xmm3, %xmm3, %xmm4
283
284According to this report, the dot-product kernel has been executed 300 times,
285for a total of 900 dynamically executed instructions.
286
287The report is structured in three main sections. The first section collects a
288few performance numbers; the goal of this section is to give a very quick
289overview of the performance throughput. In this example, the two important
Matt Davis07dee812018-07-23 21:10:50 +0000290performance indicators are the predicted total number of cycles, and the IPC.
291IPC is probably the most important throughput indicator. A big delta between
292the Dispatch Width and the computed IPC is an indicator of potential
293performance issues.
Matt Davisbc093ea2018-07-19 20:33:59 +0000294
295The second section of the report shows the latency and reciprocal
296throughput of every instruction in the sequence. That section also reports
297extra information related to the number of micro opcodes, and opcode properties
298(i.e., 'MayLoad', 'MayStore', and 'HasSideEffects').
299
300The third section is the *Resource pressure view*. This view reports
301the average number of resource cycles consumed every iteration by instructions
302for every processor resource unit available on the target. Information is
303structured in two tables. The first table reports the number of resource cycles
304spent on average every iteration. The second table correlates the resource
305cycles to the machine instruction in the sequence. For example, every iteration
306of the instruction vmulps always executes on resource unit [6]
307(JFPU1 - floating point pipeline #1), consuming an average of 1 resource cycle
Matt Davisf2603c02018-07-21 18:32:47 +0000308per iteration. Note that on AMD Jaguar, vector floating-point multiply can
309only be issued to pipeline JFPU1, while horizontal floating-point additions can
310only be issued to pipeline JFPU0.
Matt Davisbc093ea2018-07-19 20:33:59 +0000311
312The resource pressure view helps with identifying bottlenecks caused by high
313usage of specific hardware resources. Situations with resource pressure mainly
314concentrated on a few resources should, in general, be avoided. Ideally,
315pressure should be uniformly distributed between multiple resources.
316
317Timeline View
318^^^^^^^^^^^^^
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000319The timeline view produces a detailed report of each instruction's state
Matt Davisbc093ea2018-07-19 20:33:59 +0000320transitions through an instruction pipeline. This view is enabled by the
321command line option ``-timeline``. As instructions transition through the
322various stages of the pipeline, their states are depicted in the view report.
323These states are represented by the following characters:
324
325* D : Instruction dispatched.
326* e : Instruction executing.
327* E : Instruction executed.
328* R : Instruction retired.
329* = : Instruction already dispatched, waiting to be executed.
330* \- : Instruction executed, waiting to be retired.
331
332Below is the timeline view for a subset of the dot-product example located in
333``test/tools/llvm-mca/X86/BtVer2/dot-product.s`` and processed by
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000334:program:`llvm-mca` using the following command:
Matt Davisbc093ea2018-07-19 20:33:59 +0000335
336.. code-block:: bash
337
338 $ llvm-mca -mtriple=x86_64-unknown-unknown -mcpu=btver2 -iterations=3 -timeline dot-product.s
339
340.. code-block:: none
341
342 Timeline view:
343 012345
344 Index 0123456789
345
346 [0,0] DeeER. . . vmulps %xmm0, %xmm1, %xmm2
347 [0,1] D==eeeER . . vhaddps %xmm2, %xmm2, %xmm3
348 [0,2] .D====eeeER . vhaddps %xmm3, %xmm3, %xmm4
349 [1,0] .DeeE-----R . vmulps %xmm0, %xmm1, %xmm2
350 [1,1] . D=eeeE---R . vhaddps %xmm2, %xmm2, %xmm3
351 [1,2] . D====eeeER . vhaddps %xmm3, %xmm3, %xmm4
352 [2,0] . DeeE-----R . vmulps %xmm0, %xmm1, %xmm2
353 [2,1] . D====eeeER . vhaddps %xmm2, %xmm2, %xmm3
354 [2,2] . D======eeeER vhaddps %xmm3, %xmm3, %xmm4
355
356
357 Average Wait times (based on the timeline view):
358 [0]: Executions
359 [1]: Average time spent waiting in a scheduler's queue
360 [2]: Average time spent waiting in a scheduler's queue while ready
361 [3]: Average time elapsed from WB until retire stage
362
363 [0] [1] [2] [3]
364 0. 3 1.0 1.0 3.3 vmulps %xmm0, %xmm1, %xmm2
365 1. 3 3.3 0.7 1.0 vhaddps %xmm2, %xmm2, %xmm3
366 2. 3 5.7 0.0 0.0 vhaddps %xmm3, %xmm3, %xmm4
367
368The timeline view is interesting because it shows instruction state changes
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000369during execution. It also gives an idea of how the tool processes instructions
Matt Davisbc093ea2018-07-19 20:33:59 +0000370executed on the target, and how their timing information might be calculated.
371
372The timeline view is structured in two tables. The first table shows
373instructions changing state over time (measured in cycles); the second table
374(named *Average Wait times*) reports useful timing statistics, which should
375help diagnose performance bottlenecks caused by long data dependencies and
376sub-optimal usage of hardware resources.
377
378An instruction in the timeline view is identified by a pair of indices, where
379the first index identifies an iteration, and the second index is the
380instruction index (i.e., where it appears in the code sequence). Since this
381example was generated using 3 iterations: ``-iterations=3``, the iteration
382indices range from 0-2 inclusively.
383
384Excluding the first and last column, the remaining columns are in cycles.
385Cycles are numbered sequentially starting from 0.
386
387From the example output above, we know the following:
388
389* Instruction [1,0] was dispatched at cycle 1.
390* Instruction [1,0] started executing at cycle 2.
391* Instruction [1,0] reached the write back stage at cycle 4.
392* Instruction [1,0] was retired at cycle 10.
393
394Instruction [1,0] (i.e., vmulps from iteration #1) does not have to wait in the
395scheduler's queue for the operands to become available. By the time vmulps is
396dispatched, operands are already available, and pipeline JFPU1 is ready to
397serve another instruction. So the instruction can be immediately issued on the
398JFPU1 pipeline. That is demonstrated by the fact that the instruction only
399spent 1cy in the scheduler's queue.
400
401There is a gap of 5 cycles between the write-back stage and the retire event.
402That is because instructions must retire in program order, so [1,0] has to wait
403for [0,2] to be retired first (i.e., it has to wait until cycle 10).
404
405In the example, all instructions are in a RAW (Read After Write) dependency
406chain. Register %xmm2 written by vmulps is immediately used by the first
407vhaddps, and register %xmm3 written by the first vhaddps is used by the second
408vhaddps. Long data dependencies negatively impact the ILP (Instruction Level
409Parallelism).
410
411In the dot-product example, there are anti-dependencies introduced by
412instructions from different iterations. However, those dependencies can be
413removed at register renaming stage (at the cost of allocating register aliases,
414and therefore consuming temporary registers).
415
416Table *Average Wait times* helps diagnose performance issues that are caused by
417the presence of long latency instructions and potentially long data dependencies
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000418which may limit the ILP. Note that :program:`llvm-mca`, by default, assumes at
419least 1cy between the dispatch event and the issue event.
Matt Davisbc093ea2018-07-19 20:33:59 +0000420
421When the performance is limited by data dependencies and/or long latency
422instructions, the number of cycles spent while in the *ready* state is expected
423to be very small when compared with the total number of cycles spent in the
424scheduler's queue. The difference between the two counters is a good indicator
425of how large of an impact data dependencies had on the execution of the
426instructions. When performance is mostly limited by the lack of hardware
427resources, the delta between the two counters is small. However, the number of
428cycles spent in the queue tends to be larger (i.e., more than 1-3cy),
429especially when compared to other low latency instructions.
Matt Davisf2603c02018-07-21 18:32:47 +0000430
431Extra Statistics to Further Diagnose Performance Issues
432^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
433The ``-all-stats`` command line option enables extra statistics and performance
434counters for the dispatch logic, the reorder buffer, the retire control unit,
435and the register file.
436
437Below is an example of ``-all-stats`` output generated by MCA for the
438dot-product example discussed in the previous sections.
439
440.. code-block:: none
441
442 Dynamic Dispatch Stall Cycles:
443 RAT - Register unavailable: 0
444 RCU - Retire tokens unavailable: 0
445 SCHEDQ - Scheduler full: 272
446 LQ - Load queue full: 0
447 SQ - Store queue full: 0
448 GROUP - Static restrictions on the dispatch group: 0
449
450
451 Dispatch Logic - number of cycles where we saw N instructions dispatched:
452 [# dispatched], [# cycles]
453 0, 24 (3.9%)
454 1, 272 (44.6%)
455 2, 314 (51.5%)
456
457
458 Schedulers - number of cycles where we saw N instructions issued:
459 [# issued], [# cycles]
460 0, 7 (1.1%)
461 1, 306 (50.2%)
462 2, 297 (48.7%)
463
464
465 Scheduler's queue usage:
466 JALU01, 0/20
467 JFPU01, 18/18
468 JLSAGU, 0/12
469
470
471 Retire Control Unit - number of cycles where we saw N instructions retired:
472 [# retired], [# cycles]
473 0, 109 (17.9%)
474 1, 102 (16.7%)
475 2, 399 (65.4%)
476
477
478 Register File statistics:
479 Total number of mappings created: 900
480 Max number of mappings used: 35
481
482 * Register File #1 -- JFpuPRF:
483 Number of physical registers: 72
484 Total number of mappings created: 900
485 Max number of mappings used: 35
486
487 * Register File #2 -- JIntegerPRF:
488 Number of physical registers: 64
489 Total number of mappings created: 0
490 Max number of mappings used: 0
491
492If we look at the *Dynamic Dispatch Stall Cycles* table, we see the counter for
493SCHEDQ reports 272 cycles. This counter is incremented every time the dispatch
494logic is unable to dispatch a group of two instructions because the scheduler's
495queue is full.
496
497Looking at the *Dispatch Logic* table, we see that the pipeline was only able
498to dispatch two instructions 51.5% of the time. The dispatch group was limited
499to one instruction 44.6% of the cycles, which corresponds to 272 cycles. The
500dispatch statistics are displayed by either using the command option
501``-all-stats`` or ``-dispatch-stats``.
502
503The next table, *Schedulers*, presents a histogram displaying a count,
504representing the number of instructions issued on some number of cycles. In
505this case, of the 610 simulated cycles, single
506instructions were issued 306 times (50.2%) and there were 7 cycles where
507no instructions were issued.
508
509The *Scheduler's queue usage* table shows that the maximum number of buffer
510entries (i.e., scheduler queue entries) used at runtime. Resource JFPU01
511reached its maximum (18 of 18 queue entries). Note that AMD Jaguar implements
512three schedulers:
513
514* JALU01 - A scheduler for ALU instructions.
515* JFPU01 - A scheduler floating point operations.
516* JLSAGU - A scheduler for address generation.
517
518The dot-product is a kernel of three floating point instructions (a vector
519multiply followed by two horizontal adds). That explains why only the floating
520point scheduler appears to be used.
521
522A full scheduler queue is either caused by data dependency chains or by a
523sub-optimal usage of hardware resources. Sometimes, resource pressure can be
524mitigated by rewriting the kernel using different instructions that consume
525different scheduler resources. Schedulers with a small queue are less resilient
526to bottlenecks caused by the presence of long data dependencies.
527The scheduler statistics are displayed by
528using the command option ``-all-stats`` or ``-scheduler-stats``.
529
530The next table, *Retire Control Unit*, presents a histogram displaying a count,
531representing the number of instructions retired on some number of cycles. In
532this case, of the 610 simulated cycles, two instructions were retired during
533the same cycle 399 times (65.4%) and there were 109 cycles where no
534instructions were retired. The retire statistics are displayed by using the
535command option ``-all-stats`` or ``-retire-stats``.
536
537The last table presented is *Register File statistics*. Each physical register
538file (PRF) used by the pipeline is presented in this table. In the case of AMD
539Jaguar, there are two register files, one for floating-point registers
540(JFpuPRF) and one for integer registers (JIntegerPRF). The table shows that of
541the 900 instructions processed, there were 900 mappings created. Since this
542dot-product example utilized only floating point registers, the JFPuPRF was
543responsible for creating the 900 mappings. However, we see that the pipeline
544only used a maximum of 35 of 72 available register slots at any given time. We
545can conclude that the floating point PRF was the only register file used for
546the example, and that it was never resource constrained. The register file
547statistics are displayed by using the command option ``-all-stats`` or
548``-register-file-stats``.
549
550In this example, we can conclude that the IPC is mostly limited by data
551dependencies, and not by resource pressure.
Matt Davis8d253a72018-07-30 22:30:14 +0000552
553Instruction Flow
554^^^^^^^^^^^^^^^^
555This section describes the instruction flow through MCA's default out-of-order
556pipeline, as well as the functional units involved in the process.
557
558The default pipeline implements the following sequence of stages used to
559process instructions.
560
561* Dispatch (Instruction is dispatched to the schedulers).
562* Issue (Instruction is issued to the processor pipelines).
563* Write Back (Instruction is executed, and results are written back).
564* Retire (Instruction is retired; writes are architecturally committed).
565
566The default pipeline only models the out-of-order portion of a processor.
567Therefore, the instruction fetch and decode stages are not modeled. Performance
568bottlenecks in the frontend are not diagnosed. MCA assumes that instructions
569have all been decoded and placed into a queue. Also, MCA does not model branch
570prediction.
571
572Instruction Dispatch
573""""""""""""""""""""
574During the dispatch stage, instructions are picked in program order from a
575queue of already decoded instructions, and dispatched in groups to the
576simulated hardware schedulers.
577
578The size of a dispatch group depends on the availability of the simulated
579hardware resources. The processor dispatch width defaults to the value
580of the ``IssueWidth`` in LLVM's scheduling model.
581
582An instruction can be dispatched if:
583
584* The size of the dispatch group is smaller than processor's dispatch width.
585* There are enough entries in the reorder buffer.
586* There are enough physical registers to do register renaming.
587* The schedulers are not full.
588
589Scheduling models can optionally specify which register files are available on
590the processor. MCA uses that information to initialize register file
591descriptors. Users can limit the number of physical registers that are
592globally available for register renaming by using the command option
593``-register-file-size``. A value of zero for this option means *unbounded*.
594By knowing how many registers are available for renaming, MCA can predict
595dispatch stalls caused by the lack of registers.
596
597The number of reorder buffer entries consumed by an instruction depends on the
598number of micro-opcodes specified by the target scheduling model. MCA's
599reorder buffer's purpose is to track the progress of instructions that are
600"in-flight," and to retire instructions in program order. The number of
601entries in the reorder buffer defaults to the `MicroOpBufferSize` provided by
602the target scheduling model.
603
604Instructions that are dispatched to the schedulers consume scheduler buffer
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000605entries. :program:`llvm-mca` queries the scheduling model to determine the set
606of buffered resources consumed by an instruction. Buffered resources are
607treated like scheduler resources.
Matt Davis8d253a72018-07-30 22:30:14 +0000608
609Instruction Issue
610"""""""""""""""""
611Each processor scheduler implements a buffer of instructions. An instruction
612has to wait in the scheduler's buffer until input register operands become
613available. Only at that point, does the instruction becomes eligible for
614execution and may be issued (potentially out-of-order) for execution.
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000615Instruction latencies are computed by :program:`llvm-mca` with the help of the
616scheduling model.
Matt Davis8d253a72018-07-30 22:30:14 +0000617
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000618:program:`llvm-mca`'s scheduler is designed to simulate multiple processor
619schedulers. The scheduler is responsible for tracking data dependencies, and
620dynamically selecting which processor resources are consumed by instructions.
621It delegates the management of processor resource units and resource groups to a
622resource manager. The resource manager is responsible for selecting resource
623units that are consumed by instructions. For example, if an instruction
624consumes 1cy of a resource group, the resource manager selects one of the
625available units from the group; by default, the resource manager uses a
Matt Davis8d253a72018-07-30 22:30:14 +0000626round-robin selector to guarantee that resource usage is uniformly distributed
627between all units of a group.
628
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000629:program:`llvm-mca`'s scheduler implements three instruction queues:
Matt Davis8d253a72018-07-30 22:30:14 +0000630
631* WaitQueue: a queue of instructions whose operands are not ready.
632* ReadyQueue: a queue of instructions ready to execute.
633* IssuedQueue: a queue of instructions executing.
634
635Depending on the operand availability, instructions that are dispatched to the
636scheduler are either placed into the WaitQueue or into the ReadyQueue.
637
638Every cycle, the scheduler checks if instructions can be moved from the
639WaitQueue to the ReadyQueue, and if instructions from the ReadyQueue can be
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000640issued to the underlying pipelines. The algorithm prioritizes older instructions
641over younger instructions.
Matt Davis8d253a72018-07-30 22:30:14 +0000642
643Write-Back and Retire Stage
644"""""""""""""""""""""""""""
645Issued instructions are moved from the ReadyQueue to the IssuedQueue. There,
646instructions wait until they reach the write-back stage. At that point, they
647get removed from the queue and the retire control unit is notified.
648
649When instructions are executed, the retire control unit flags the
650instruction as "ready to retire."
651
652Instructions are retired in program order. The register file is notified of
653the retirement so that it can free the temporary registers that were allocated
654for the instruction during the register renaming stage.
655
656Load/Store Unit and Memory Consistency Model
657""""""""""""""""""""""""""""""""""""""""""""
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000658To simulate an out-of-order execution of memory operations, :program:`llvm-mca`
659utilizes a simulated load/store unit (LSUnit) to simulate the speculative
660execution of loads and stores.
Matt Davis8d253a72018-07-30 22:30:14 +0000661
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000662Each load (or store) consumes an entry in the load (or store) queue. Users can
663specify flags ``-lqueue`` and ``-squeue`` to limit the number of entries in the
664load and store queues respectively. The queues are unbounded by default.
Matt Davis8d253a72018-07-30 22:30:14 +0000665
666The LSUnit implements a relaxed consistency model for memory loads and stores.
667The rules are:
668
6691. A younger load is allowed to pass an older load only if there are no
670 intervening stores or barriers between the two loads.
6712. A younger load is allowed to pass an older store provided that the load does
672 not alias with the store.
6733. A younger store is not allowed to pass an older store.
6744. A younger store is not allowed to pass an older load.
675
676By default, the LSUnit optimistically assumes that loads do not alias
677(`-noalias=true`) store operations. Under this assumption, younger loads are
678always allowed to pass older stores. Essentially, the LSUnit does not attempt
679to run any alias analysis to predict when loads and stores do not alias with
680each other.
681
682Note that, in the case of write-combining memory, rule 3 could be relaxed to
683allow reordering of non-aliasing store operations. That being said, at the
684moment, there is no way to further relax the memory model (``-noalias`` is the
685only option). Essentially, there is no option to specify a different memory
686type (e.g., write-back, write-combining, write-through; etc.) and consequently
687to weaken, or strengthen, the memory model.
688
689Other limitations are:
690
691* The LSUnit does not know when store-to-load forwarding may occur.
692* The LSUnit does not know anything about cache hierarchy and memory types.
693* The LSUnit does not know how to identify serializing operations and memory
694 fences.
695
696The LSUnit does not attempt to predict if a load or store hits or misses the L1
697cache. It only knows if an instruction "MayLoad" and/or "MayStore." For
698loads, the scheduling model provides an "optimistic" load-to-use latency (which
699usually matches the load-to-use latency for when there is a hit in the L1D).
700
Andrea Di Biagiobdcf6ad2018-07-31 15:29:10 +0000701:program:`llvm-mca` does not know about serializing operations or memory-barrier
702like instructions. The LSUnit conservatively assumes that an instruction which
703has both "MayLoad" and unmodeled side effects behaves like a "soft"
704load-barrier. That means, it serializes loads without forcing a flush of the
705load queue. Similarly, instructions that "MayStore" and have unmodeled side
706effects are treated like store barriers. A full memory barrier is a "MayLoad"
707and "MayStore" instruction with unmodeled side effects. This is inaccurate, but
708it is the best that we can do at the moment with the current information
709available in LLVM.
Matt Davis8d253a72018-07-30 22:30:14 +0000710
711A load/store barrier consumes one entry of the load/store queue. A load/store
712barrier enforces ordering of loads/stores. A younger load cannot pass a load
713barrier. Also, a younger store cannot pass a store barrier. A younger load
714has to wait for the memory/load barrier to execute. A load/store barrier is
715"executed" when it becomes the oldest entry in the load/store queue(s). That
716also means, by construction, all of the older loads/stores have been executed.
717
718In conclusion, the full set of load/store consistency rules are:
719
720#. A store may not pass a previous store.
721#. A store may not pass a previous load (regardless of ``-noalias``).
722#. A store has to wait until an older store barrier is fully executed.
723#. A load may pass a previous load.
724#. A load may not pass a previous store unless ``-noalias`` is set.
725#. A load has to wait until an older load barrier is fully executed.