summaryrefslogtreecommitdiff
path: root/inference-engine/thirdparty/mkl-dnn/src/cpu/jit_generator.hpp
blob: 9f8f7c002e2573a61590f0c15e7015da8d812aa9 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
/*******************************************************************************
* Copyright 2016-2018 Intel Corporation
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
*     http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*******************************************************************************/

#ifndef CPU_JIT_AVX2_GENERATOR_HPP
#define CPU_JIT_AVX2_GENERATOR_HPP

#include <limits.h>
#include "cpu_isa_traits.hpp"

#include "utils.hpp"
#include "mkldnn_thread.hpp"

#ifdef JIT_PROFILING_VTUNE
#include "jitprofiling.h"
#endif

#if defined(_WIN32) && !defined(__GNUC__)
#   define STRUCT_ALIGN(al, ...) __declspec(align(al)) __VA_ARGS__
#else
#   define STRUCT_ALIGN(al, ...) __VA_ARGS__ __attribute__((__aligned__(al)))
#endif

#if defined(_WIN32)
#   define OFFSET_SHADOWSPACE 0x28
#endif

#define DECLARE_CPU_JIT_AUX_FUNCTIONS(jit_name) \
    const char *name() const override { return STRINGIFY(jit_name); } \
    const char *source_file() const override { return __FILE__; \
    }

namespace mkldnn {
namespace impl {
namespace cpu {

// TODO: move this to jit_generator class?
namespace {

typedef enum {
    PAGE_4K = 4096,
    PAGE_2M = 2097152,
} cpu_page_size_t;

// TODO: move this somewhere else? Although this is only used by jit kernels
// (Roma)
static inline int float2int(float x) {
    union {
        float vfloat;
        int vint;
    } cvt;
    cvt.vfloat = x;
    return cvt.vint;
}

// TODO: A GPR class that hides ABI details from the JIT kernels and allows
// numbering registers from 0 to 14 (x86_64) / 6 (x32) (gpr0, gpr1, ...) and
// stack register (sr).
//
// This will allow using syntax like this:
//
// param = gpr0;
// reg_input = gpr0;
// reg_output =  gpr1;
// ...
//
// #ifndef XBYAK64
// mov(param, ptr[sr])
// #endif
//
// (Roma)

#ifdef XBYAK64
constexpr Xbyak::Operand::Code abi_save_gpr_regs[] = {
    Xbyak::Operand::RBX, Xbyak::Operand::RBP, Xbyak::Operand::R12,
    Xbyak::Operand::R13, Xbyak::Operand::R14, Xbyak::Operand::R15,
#ifdef _WIN32
    Xbyak::Operand::RDI, Xbyak::Operand::RSI,
#endif
};

#ifdef _WIN32
static const Xbyak::Reg64 abi_param1(Xbyak::Operand::RCX),
             abi_param2(Xbyak::Operand::RDX),
             abi_param3(Xbyak::Operand::R8),
             abi_param4(Xbyak::Operand::R9),
             abi_not_param1(Xbyak::Operand::RDI);
#else
static const Xbyak::Reg64 abi_param1(Xbyak::Operand::RDI),
             abi_param2(Xbyak::Operand::RSI),
             abi_param3(Xbyak::Operand::RDX),
             abi_param4(Xbyak::Operand::RCX),
             abi_not_param1(Xbyak::Operand::RCX);
#endif
#endif

inline unsigned int get_cache_size(int level, bool per_core = true){
    unsigned int l = level - 1;
    // Currently, if XByak is not able to fetch the cache topology
    // we default to 32KB of L1, 512KB of L2 and 1MB of L3 per core.
    if (cpu.data_cache_levels == 0){
        const int L1_cache_per_core = 32000;
        const int L2_cache_per_core = 512000;
        const int L3_cache_per_core = 1024000;
        int num_cores = per_core ? 1 : mkldnn_get_max_threads();
        switch(l){
        case(0): return L1_cache_per_core * num_cores;
        case(1): return L2_cache_per_core * num_cores;
        case(2): return L3_cache_per_core * num_cores;
        default: return 0;
        }
    }
    if (l < cpu.data_cache_levels) {
        return cpu.data_cache_size[l]
            / (per_core ? cpu.cores_sharing_data_cache[l] : 1);
    } else
        return 0;
}

}

// TODO (Roma): move all_same to a more appropriate location

template <typename T, typename U, typename... Us>
struct all_same : std::false_type {};

template <typename T, typename... Us>
struct all_same<T, T, Us...> : all_same<T, Us...> { };

template <typename T>
struct all_same<T, T> : std::true_type {};

template <size_t len = 64>
class jit_tagged_label_base {
public:
    enum { maxlen = len };
    template <size_t n, typename... Tags,
             typename = std::enable_if<all_same<char, Tags...>::value>>
    jit_tagged_label_base(const char (&base)[n], Tags... tags) {
        // XXX: This code is ugly but useful
        constexpr size_t ntags = sizeof...(tags);
        static_assert(n + ntags < maxlen, "resulting label may be too long");
        // paste tags first in case base has unexpected null chars
        paste_tags(tags...);
        for (size_t i = 0; i < n; i++)
            label_name_[ntags + i] = base[i];
        // don't assume that the base string is 0-terminated
        label_name_[ntags + n] = '\0';
    }
    operator const char*() const { return label_name_; }
    const char *c_str() const { return label_name_; }
private:
    char label_name_[maxlen];
    void paste_tags() { }
    template <typename... Tags>
    void paste_tags(char tag, Tags... tags) {
        label_name_[sizeof...(tags)] = tag;
        paste_tags(tags...);
    }
};

struct jit_code_injection {
    const Xbyak::uint8* code;
    size_t size;
};

typedef jit_tagged_label_base<> jit_tagged_label;

class jit_generator : public Xbyak::CodeGenerator
{
private:
    const size_t xmm_len = 16;
#ifdef _WIN32
    const size_t xmm_to_preserve_start = 6;
    const size_t xmm_to_preserve = 10;
#else
    const size_t xmm_to_preserve_start = 0;
    const size_t xmm_to_preserve = 0;
#endif

    const size_t num_abi_save_gpr_regs
        = sizeof(abi_save_gpr_regs) / sizeof(abi_save_gpr_regs[0]);

    const size_t size_of_abi_save_regs
        = num_abi_save_gpr_regs * rax.getBit() / 8
        + xmm_to_preserve * xmm_len;

public:
    enum {
        _cmp_eq_oq = 0u,
        _cmp_lt_os = 1u,
        _cmp_le_os = 2u,
        _cmp_neq_uq = 4u,
        _cmp_nlt_us = 5u,
        _cmp_nle_us = 6u,
    };

    Xbyak::Reg64 param1 = abi_param1;
    const int EVEX_max_8b_offt = 0x200;
    const Xbyak::Reg64 reg_EVEX_max_8b_offt = rbp;

    inline size_t get_size_of_abi_save_regs() {
        return size_of_abi_save_regs;
    }

    void preamble() {
        if (xmm_to_preserve) {
            sub(rsp, xmm_to_preserve * xmm_len);
            for (size_t i = 0; i < xmm_to_preserve; ++i)
                movdqu(ptr[rsp + i * xmm_len], Xbyak::Xmm(xmm_to_preserve_start + i));
        }
        for (size_t i = 0; i < num_abi_save_gpr_regs; ++i)
            push(Xbyak::Reg64(abi_save_gpr_regs[i]));
        if (mayiuse(avx512_common)) {
            mov(reg_EVEX_max_8b_offt, 2 * EVEX_max_8b_offt);
        }
    }

    void mic_prefetcht0(Xbyak::Address a) {
        if (mayiuse(avx512_mic))
            prefetcht0(a);
    }

    void mic_prefetcht1(Xbyak::Address a) {
        if (mayiuse(avx512_mic))
            prefetcht1(a);
    }

    void mic_prefetcht2(Xbyak::Address a) {
        if (mayiuse(avx512_mic))
            prefetcht2(a);
    }

    void uni_vzeroupper() {
        if (mayiuse(avx) && !mayiuse(avx512_mic))
            vzeroupper();
    }

    void postamble() {
        for (size_t i = 0; i < num_abi_save_gpr_regs; ++i)
            pop(Xbyak::Reg64(abi_save_gpr_regs[num_abi_save_gpr_regs - 1 - i]));
        if (xmm_to_preserve) {
            for (size_t i = 0; i < xmm_to_preserve; ++i)
                movdqu(Xbyak::Xmm(xmm_to_preserve_start + i), ptr[rsp + i * xmm_len]);
            add(rsp, xmm_to_preserve * xmm_len);
        }
        uni_vzeroupper();
        ret();
    }

    template<typename T>
    Xbyak::Address EVEX_compress_addr(Xbyak::Reg64 base,
            T raw_offt, bool bcast = false)
    {
        using Xbyak::Zmm;
        using Xbyak::Reg64;
        using Xbyak::Address;
        using Xbyak::RegExp;

        assert(raw_offt <= INT_MAX);
        auto offt = static_cast<int>(raw_offt);

        int scale = 0;

        if (EVEX_max_8b_offt <= offt && offt < 3 * EVEX_max_8b_offt) {
            offt = offt - 2 * EVEX_max_8b_offt;
            scale = 1;
        } else if (3 * EVEX_max_8b_offt <= offt && offt < 5 * EVEX_max_8b_offt) {
            offt = offt - 4 * EVEX_max_8b_offt;
            scale = 2;
        }

        auto re = RegExp() + base + offt;
        if (scale)
            re = re + reg_EVEX_max_8b_offt * scale;

        if (bcast)
            return zword_b [re];
        else
            return zword [re];
    }

    Xbyak::Address make_safe_addr(const Xbyak::Reg64 &reg_out, size_t offt,
        const Xbyak::Reg64 &tmp_reg, bool bcast = false) {
        if (offt > INT_MAX) {
            mov(tmp_reg, offt);
            return bcast ? ptr_b[reg_out + tmp_reg] : ptr[reg_out + tmp_reg];
        } else {
            return bcast ? ptr_b[reg_out + offt] : ptr[reg_out + offt];
        }
    }

    Xbyak::Address EVEX_compress_addr_safe(const Xbyak::Reg64 &base,
        size_t raw_offt, const Xbyak::Reg64 &reg_offt, bool bcast = false) {
        if (raw_offt > INT_MAX) {
            return make_safe_addr(base, raw_offt, reg_offt, bcast);
        } else {
            return EVEX_compress_addr(base, raw_offt, bcast);
        }
    }

    void safe_add(const Xbyak::Reg64 &base, size_t raw_offt,
        const Xbyak::Reg64 &reg_offt) {
        if (raw_offt > INT_MAX) {
            mov(reg_offt, raw_offt);
            add(base, reg_offt);
        } else {
            add(base, raw_offt);
        }
    }

    void safe_sub(const Xbyak::Reg64 &base, size_t raw_offt,
        const Xbyak::Reg64 &reg_offt) {
        if (raw_offt > INT_MAX) {
            mov(reg_offt, raw_offt);
            sub(base, reg_offt);
        } else {
            sub(base, raw_offt);
        }
    }

    // Provide overrides for custom jit_tagged_label and C strings rather than
    // implement a conversion of jit_tagge_label to std::string to avoid
    // additional C++ runtime dependency

    template <size_t len>
    void L(const jit_tagged_label_base<len> &label) {
        Xbyak::CodeGenerator::L(label.c_str());
    }

    void L(const char *label) { Xbyak::CodeGenerator::L(label); }
    void L(const Xbyak::Label& label) { Xbyak::CodeGenerator::L(label); }

    void uni_vpxor(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                   const Xbyak::Operand &op) {
        assert(x1.getIdx() == x2.getIdx());
        pxor(x2, op);
    }
    void uni_vpxor(const Xbyak::Ymm &x1, const Xbyak::Ymm &x2,
                   const Xbyak::Operand &op) {
        if (mayiuse(avx2)) {
            vpxor(x1, x2, op);
        } else {
            vxorps(x1, x2, op);
        }
    }
    void uni_vpxor(const Xbyak::Zmm &x1, const Xbyak::Zmm &x2,
                   const Xbyak::Operand &op) {
        vpxord(x1, x2, op);
    }

    void uni_vmovdqu(const Xbyak::Address &addr, const Xbyak::Xmm &x) {
        movdqu(addr, x);
    }
    void uni_vmovdqu(const Xbyak::Address &addr, const Xbyak::Ymm &x) {
        vmovdqu(addr, x);
    }
    void uni_vmovdqu(const Xbyak::Address &addr, const Xbyak::Zmm &x) {
        vmovdqu32(addr, x);
    }

    void uni_vmovdqu(const Xbyak::Xmm &x, const Xbyak::Address &addr) {
        movdqu(x, addr);
    }
    void uni_vmovdqu(const Xbyak::Ymm &x, const Xbyak::Address &addr) {
        vmovdqu(x, addr);
    }
    void uni_vmovdqu(const Xbyak::Zmm &x, const Xbyak::Address &addr) {
        vmovdqu32(x, addr);
    }

    void uni_vmovups(const Xbyak::Address &addr, const Xbyak::Xmm &x) {
        movups(addr, x);
    }
    void uni_vmovups(const Xbyak::Address &addr, const Xbyak::Ymm &x) {
        vmovups(addr, x);
    }

    void uni_vmovups(const Xbyak::Xmm &x, const Xbyak::Operand &op) {
        movups(x, op);
    }
    void uni_vmovups(const Xbyak::Ymm &x, const Xbyak::Operand &op) {
        vmovups(x, op);
    }

    void uni_vmovntps(const Xbyak::Address &addr, const Xbyak::Xmm &x) {
        movntps(addr, x);
    }
    void uni_vmovntps(const Xbyak::Address &addr, const Xbyak::Ymm &x) {
        vmovntps(addr, x);
    }

    void uni_vbroadcastss(const Xbyak::Xmm &x, const Xbyak::Operand &op) {
        movss(x, op);
        shufps(x, x, 0x0);
    }
    void uni_vbroadcastss(const Xbyak::Ymm &x, const Xbyak::Operand &op) {
        if (mayiuse(avx2)) {
            vbroadcastss(x, op);
        } else {
            Xbyak::Xmm t(x.getIdx());
            if (t.getIdx() != op.getIdx()) movss(t, op);
            vinsertf128(x, x, t, 1);
            vshufps(x, x, x, 0);
        }
    }

    void uni_vpbroadcastd(const Xbyak::Xmm &x, const Xbyak::Operand &op) {
        movsd(x, op);
        pshufd(x, x, 0x0);
    }
    void uni_vpbroadcastd(const Xbyak::Ymm &x, const Xbyak::Operand &op) {
        if (mayiuse(avx2)) {
            vpbroadcastd(x, op);
        } else {
            Xbyak::Xmm t(x.getIdx());
            if (t.getIdx() != op.getIdx()) movsd(t, op);
            vinsertf128(x, x, t, 1);
            vshufps(x, x, x, 0);
        }
    }

    void uni_vdivps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        divps(x, op2);
    }
    void uni_vdivps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vdivps(x, op1, op2);
    }

    void uni_vdivps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2, const Xbyak::Xmm &buf) {
        movups(buf, op1);
        divps(buf, op2);
        if (x.getIdx() != buf.getIdx()) {
            movups(x, buf);
        }
    }

    void uni_vdivps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2, const Xbyak::Ymm &buf) {
        vdivps(x, op1, op2);
    }

    void uni_vaddps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        addps(x, op2);
    }
    void uni_vaddps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vaddps(x, op1, op2);
    }

    void uni_vpsignd(const Xbyak::Xmm& x1, const Xbyak::Xmm& x2,
                     const Xbyak::Operand& op) {
        assert(x1.getIdx() == x2.getIdx());
        psignd(x1, op);
    }
    void uni_vpsignd(const Xbyak::Ymm& x1, const Xbyak::Ymm& x2,
                     const Xbyak::Operand& op) {
        vpsignd(x1, x2, op);
    }

    void uni_vsubps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        subps(x, op2);
    }
    void uni_vsubps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vsubps(x, op1, op2);
    }

    void uni_vsubps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2, const Xbyak::Xmm &buf) {
        movups(buf, op1);
        subps(buf, op2);
        if (x.getIdx() != buf.getIdx()) {
            movups(x, buf);
        }
    }

    void uni_vsubps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2, const Xbyak::Ymm &buf) {
        vsubps(x, op1, op2);
    }

    void uni_vmulps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        mulps(x, op2);
    }
    void uni_vmulps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vmulps(x, op1, op2);
    }

    void uni_vfmadd213ps(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                         const Xbyak::Operand &op) {
        mulps(x1, x2);
        addps(x1, op);
    }
    void uni_vfmadd213ps(const Xbyak::Ymm &x1, const Xbyak::Ymm &x2,
                         const Xbyak::Operand &op) {
        vfmadd213ps(x1, x2, op);
    }

    void uni_vfmadd231ps(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                         const Xbyak::Operand &op) {
        mulps(x2, op);
        addps(x1, x2);
    }
    void uni_vfmadd231ps(const Xbyak::Ymm &x1, const Xbyak::Ymm &x2,
                         const Xbyak::Operand &op) {
        vfmadd231ps(x1, x2, op);
    }

    void uni_vfnmadd231ps(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                           const Xbyak::Operand &op) {
        mulps(x2, op);
        subps(x1, x2);
    }

    void uni_vfnmadd231ps(const Xbyak::Ymm &x1, const Xbyak::Ymm &x2,
                           const Xbyak::Operand &op) {
        vfnmadd231ps(x1, x2, op);
    }

    void uni_vsqrtps(const Xbyak::Xmm &x, const Xbyak::Operand &op) {
        sqrtps(x, op);
    }
    void uni_vsqrtps(const Xbyak::Ymm &x, const Xbyak::Operand &op) {
        vsqrtps(x, op);
    }

    void uni_vpaddd(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                    const Xbyak::Operand &op) {
        assert(x1.getIdx() == x2.getIdx());
        paddd(x2, op);
    }
    void uni_vpaddd(const Xbyak::Ymm &x1, const Xbyak::Xmm &x2,
                    const Xbyak::Operand &op) {
        vpaddd(x1, x2, op);
    }

    void uni_vandps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        andps(x, op2);
    }
    void uni_vandps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vandps(x, op1, op2);
    }

    void uni_vorps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        orps(x, op2);
    }
    void uni_vorps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vorps(x, op1, op2);
    }

    void uni_vpslld(const Xbyak::Xmm &x, const Xbyak::Operand &op,
                    const int imm) {
        assert(x.getIdx() == op.getIdx());
        pslld(x, imm);
    }
    void uni_vpslld(const Xbyak::Ymm &x, const Xbyak::Operand &op,
                    const int imm) {
        vpslld(x, op, imm);
    }

    void uni_vpsrld(const Xbyak::Xmm &x, const Xbyak::Operand &op,
                    const int imm) {
        assert(x.getIdx() == op.getIdx());
        psrld(x, imm);
    }
    void uni_vpsrld(const Xbyak::Ymm &x, const Xbyak::Operand &op,
                    const int imm) {
        vpsrld(x, op, imm);
    }

    void uni_vmaxps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        maxps(x, op2);
    }
    void uni_vmaxps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vmaxps(x, op1, op2);
    }

    void uni_vminps(const Xbyak::Xmm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        assert(x.getIdx() == op1.getIdx());
        minps(x, op2);
    }
    void uni_vminps(const Xbyak::Ymm &x, const Xbyak::Operand &op1,
                    const Xbyak::Operand &op2 = Xbyak::Operand()) {
        vminps(x, op1, op2);
    }

    void uni_vcmpgtps(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                      const Xbyak::Operand &op) {
        assert(x1.getIdx() == x2.getIdx());
        cmpps(x1, op, 0x6);
    }
    void uni_vcmpgtps(const Xbyak::Ymm &x1, const Xbyak::Ymm &x2,
                      const Xbyak::Operand &op) {
        vcmpgtps(x1, x2, op);
    }

    void uni_vblendvps(const Xbyak::Xmm &x1, const Xbyak::Xmm &x2,
                       const Xbyak::Operand &op, const Xbyak::Xmm &msk) {
        assert(x1.getIdx() == x2.getIdx());
        blendvps(x1, op);
    }
    void uni_vblendvps(const Xbyak::Ymm &x1, const Xbyak::Ymm &x2,
                       const Xbyak::Operand &op, const Xbyak::Ymm &msk) {
        vblendvps(x1, x2, op, msk);
    }

    void uni_vroundps(const Xbyak::Xmm &x, const Xbyak::Operand &op,
                      const int imm) {
        roundps(x, op, imm);
    }
    void uni_vroundps(const Xbyak::Ymm &x, const Xbyak::Operand &op,
                      const int imm) {
        vroundps(x, op, imm);
    }

    void uni_vcvtps2dq(const Xbyak::Xmm &x, const Xbyak::Operand &op) {
        cvtps2dq(x, op);
    }
    void uni_vcvtps2dq(const Xbyak::Ymm &x, const Xbyak::Operand &op) {
        vcvtps2dq(x, op);
    }

    void uni_vcvtdq2ps(const Xbyak::Xmm &x, const Xbyak::Operand &op) {
        cvtdq2ps(x, op);
    }
    void uni_vcvtdq2ps(const Xbyak::Ymm &x, const Xbyak::Operand &op) {
        vcvtdq2ps(x, op);
    }

    void uni_vmovmskps(const Xbyak::Reg &x1, const Xbyak::Xmm &x2) {
        movmskps(x1.cvt64(), x2);
    }
    void uni_vmovmskps(const Xbyak::Reg &x1, const Xbyak::Ymm &x2) {
        vmovmskps(x1, x2);
    }

    void mul_by_const(const Xbyak::Reg &out,
            const Xbyak::Reg64 &tmp, int value) {
        // Generates a shift + add sequence for multiplicating contents of the
        // out register by a known JIT-time value. Clobbers the tmp register.
        //
        // Pros compared to mul/imul:
        // - does not require using known registers
        // - not microcoded on Intel(R) Xeon Phi(TM) processors
        // Still, there are probably a lot of cases when mul/imul is faster on
        // Intel(R) Core(TM) processors. Not intended for critical path.

        // TODO: detect when overflow is emminent (Roma)
        // TODO: detect when using mul/imul is a better option (Roma)

        int p = 0; // the current power of 2
        int old_p = 0; // the last seen power of 2 such that value[old_p] != 0

        xor_(tmp, tmp);
        while (value) {
            if (value & 1) {
                int shift = p - old_p;
                if (shift) {
                    shl(out, shift);
                    old_p = p;
                }
                add(tmp, out);
            }
            value >>= 1;
            p++;
        }
        mov(out, tmp);
    }

    void inject(jit_code_injection&& in) {
        db(in.code, in.size);
    }

    void dump_code(const Xbyak::uint8 *code) const {
        if (code) {
            static int counter = 0;
#define MAX_FNAME_LEN 256
            char fname[MAX_FNAME_LEN + 1];
            snprintf(fname, MAX_FNAME_LEN, "mkldnn_dump_%s.%d.bin", name(),
                    counter);
            counter++;

            FILE *fp = mkldnn_fopen(fname, "w+");
            // Failure to dump code is not fatal
            if (fp) {
                size_t unused = fwrite(code, getSize(), 1, fp);
                UNUSED(unused);
                fclose(fp);
            }
        }
#undef MAX_FNAME_LEN
    }

    void register_code(const Xbyak::uint8 *code) const {
#ifdef JIT_PROFILING_VTUNE
        if (iJIT_IsProfilingActive() == iJIT_SAMPLING_ON) {
            auto jmethod = iJIT_Method_Load();
            jmethod.method_id = iJIT_GetNewMethodID();
            jmethod.method_name = (char *)name();
            jmethod.class_file_name = NULL;
            jmethod.source_file_name = (char *)source_file();
            jmethod.method_load_address = (void *)code;
            jmethod.method_size = getSize();

            iJIT_NotifyEvent(iJVM_EVENT_TYPE_METHOD_LOAD_FINISHED,
                    (void*)&jmethod);
        }
#endif
    }

public:
    jit_generator(
        void *code_ptr = nullptr,
        size_t code_size = 256 * 1024
        ) : Xbyak::CodeGenerator(code_size, code_ptr)
    {
    }
    virtual ~jit_generator() {}

    virtual const char *name() const = 0;
    virtual const char *source_file() const = 0;

    // XXX: use normal_case name and update all callees (?)
    const Xbyak::uint8 *getCode() {
        const Xbyak::uint8 *code = CodeGenerator::getCode();
        register_code(code);

        if (mkldnn_jit_dump())
            dump_code(code);

        return code;
    }

    template<typename F> const F getCode() {
        // XXX (Roma): Xbyak code probably has a bug here
        return (const F)getCode();
    }
};

}
}
}

#endif