ConstantTensorDescriptor.hip.hpp 14.8 KB
Newer Older
Chao Liu's avatar
Chao Liu committed
1
#pragma once
2
#include "common.hip.hpp"
Chao Liu's avatar
Chao Liu committed
3

Chao Liu's avatar
Chao Liu committed
4
// this is ugly, only for 2d
Chao Liu's avatar
Chao Liu committed
5
template <index_t L0, index_t L1>
Chao Liu's avatar
Chao Liu committed
6
7
8
9
10
__host__ __device__ constexpr auto calculate_default_strides(Sequence<L0, L1>)
{
    return Sequence<L1, 1>{};
}

11
12
13
14
15
16
17
// this is ugly, only for 3d
template <index_t L0, index_t L1, index_t L2>
__host__ __device__ constexpr auto calculate_default_strides(Sequence<L0, L1, L2>)
{
    return Sequence<L1 * L2, L2, 1>{};
}

Chao Liu's avatar
Chao Liu committed
18
// this is ugly, only for 4d
Chao Liu's avatar
Chao Liu committed
19
template <index_t L0, index_t L1, index_t L2, index_t L3>
Chao Liu's avatar
Chao Liu committed
20
21
22
23
24
__host__ __device__ constexpr auto calculate_default_strides(Sequence<L0, L1, L2, L3>)
{
    return Sequence<L1 * L2 * L3, L2 * L3, L3, 1>{};
}

25
// this is ugly, only for 6d
Chao Liu's avatar
Chao Liu committed
26
template <index_t L0, index_t L1, index_t L2, index_t L3, index_t L4, index_t L5>
27
28
29
30
31
32
__host__ __device__ constexpr auto calculate_default_strides(Sequence<L0, L1, L2, L3, L4, L5>)
{
    return Sequence<L1 * L2 * L3 * L4 * L5, L2 * L3 * L4 * L5, L3 * L4 * L5, L4 * L5, L5, 1>{};
}

// this is ugly, only for 8d
Chao Liu's avatar
Chao Liu committed
33
34
35
36
37
38
39
40
template <index_t L0,
          index_t L1,
          index_t L2,
          index_t L3,
          index_t L4,
          index_t L5,
          index_t L6,
          index_t L7>
41
42
43
44
45
46
47
48
49
50
51
52
53
__host__ __device__ constexpr auto
    calculate_default_strides(Sequence<L0, L1, L2, L3, L4, L5, L6, L7>)
{
    return Sequence<L1 * L2 * L3 * L4 * L5 * L6 * L7,
                    L2 * L3 * L4 * L5 * L6 * L7,
                    L3 * L4 * L5 * L6 * L7,
                    L4 * L5 * L6 * L7,
                    L5 * L6 * L7,
                    L6 * L7,
                    L7,
                    1>{};
}

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
// this is ugly, only for 8d
template <index_t L0,
          index_t L1,
          index_t L2,
          index_t L3,
          index_t L4,
          index_t L5,
          index_t L6,
          index_t L7,
          index_t L8,
          index_t L9>
__host__ __device__ constexpr auto
    calculate_default_strides(Sequence<L0, L1, L2, L3, L4, L5, L6, L7, L8, L9>)
{
    return Sequence<L1 * L2 * L3 * L4 * L5 * L6 * L7 * L8 * L9,
                    L2 * L3 * L4 * L5 * L6 * L7 * L8 * L9,
                    L3 * L4 * L5 * L6 * L7 * L8 * L9,
                    L4 * L5 * L6 * L7 * L8 * L9,
                    L5 * L6 * L7 * L8 * L9,
                    L6 * L7 * L8 * L9,
                    L7 * L8 * L9,
                    L8 * L9,
                    L9,
                    1>{};
}

Chao Liu's avatar
Chao Liu committed
80
// this is ugly, only for 2d
Chao Liu's avatar
Chao Liu committed
81
template <index_t L0, index_t L1, index_t Align>
Chao Liu's avatar
Chao Liu committed
82
83
84
__host__ __device__ constexpr auto calculate_default_strides_aligned(Sequence<L0, L1>,
                                                                     Number<Align>)
{
Chao Liu's avatar
Chao Liu committed
85
    constexpr index_t L1_align = Align * ((L1 + Align - 1) / Align);
Chao Liu's avatar
Chao Liu committed
86
87
88
    return Sequence<L1_align, 1>{};
}

89
90
91
92
93
94
95
96
97
// this is ugly, only for 3d
template <index_t L0, index_t L1, index_t L2, index_t Align>
__host__ __device__ constexpr auto calculate_default_strides_aligned(Sequence<L0, L1, L2>,
                                                                     Number<Align>)
{
    constexpr index_t L2_align = Align * ((L2 + Align - 1) / Align);
    return Sequence<L1 * L2_align, L2_align, 1>{};
}

Chao Liu's avatar
Chao Liu committed
98
// this is ugly, only for 4d
Chao Liu's avatar
Chao Liu committed
99
template <index_t L0, index_t L1, index_t L2, index_t L3, index_t Align>
Chao Liu's avatar
Chao Liu committed
100
101
102
__host__ __device__ constexpr auto calculate_default_strides_aligned(Sequence<L0, L1, L2, L3>,
                                                                     Number<Align>)
{
Chao Liu's avatar
Chao Liu committed
103
    constexpr index_t L3_align = Align * ((L3 + Align - 1) / Align);
Chao Liu's avatar
Chao Liu committed
104
105
106
    return Sequence<L1 * L2 * L3_align, L2 * L3_align, L3_align, 1>{};
}

Chao Liu's avatar
Chao Liu committed
107
108
109
template <class Lengths, class Strides>
struct ConstantTensorDescriptor
{
Chao Liu's avatar
Chao Liu committed
110
111
    using Type                    = ConstantTensorDescriptor<Lengths, Strides>;
    static constexpr index_t nDim = Lengths::nDim;
Chao Liu's avatar
Chao Liu committed
112
113
114
115
116
117

    __host__ __device__ constexpr ConstantTensorDescriptor()
    {
        static_assert(Lengths::nDim == Strides::nDim, "nDim not consistent");
    }

118
    __host__ __device__ static constexpr index_t GetDimension() { return nDim; }
Chao Liu's avatar
Chao Liu committed
119

120
    __host__ __device__ static constexpr Lengths GetLengths() { return Lengths{}; }
Chao Liu's avatar
Chao Liu committed
121

122
    __host__ __device__ static constexpr Strides GetStrides() { return Strides{}; }
Chao Liu's avatar
Chao Liu committed
123

Chao Liu's avatar
Chao Liu committed
124
    template <index_t I>
125
    __host__ __device__ static constexpr index_t GetLength(Number<I>)
Chao Liu's avatar
Chao Liu committed
126
    {
Chao Liu's avatar
Chao Liu committed
127
        return Lengths{}.Get(Number<I>{});
Chao Liu's avatar
Chao Liu committed
128
129
    }

Chao Liu's avatar
Chao Liu committed
130
    template <index_t I>
131
    __host__ __device__ static constexpr index_t GetStride(Number<I>)
Chao Liu's avatar
Chao Liu committed
132
    {
Chao Liu's avatar
Chao Liu committed
133
        return Strides{}.Get(Number<I>{});
Chao Liu's avatar
Chao Liu committed
134
135
    }

136
    __host__ __device__ static constexpr index_t GetElementSize()
Chao Liu's avatar
Chao Liu committed
137
    {
138
        return accumulate_on_sequence(Lengths{}, mod_conv::multiplies<index_t>{}, Number<1>{});
139
    }
140

141
142
143
144
    // c++14 doesn't support constexpr lambdas, has to use this trick instead
    struct GetElementSpace_f
    {
        template <class IDim>
Chao Liu's avatar
Chao Liu committed
145
        __host__ __device__ constexpr index_t operator()(IDim idim) const
146
        {
147
            return (Type{}.GetLength(idim) - 1) * Type{}.GetStride(idim);
148
        }
149
    };
Chao Liu's avatar
Chao Liu committed
150

Chao Liu's avatar
Chao Liu committed
151
    template <class Align = Number<1>>
152
    __host__ __device__ static constexpr index_t GetElementSpace(Align align = Align{})
Chao Liu's avatar
Chao Liu committed
153
    {
Chao Liu's avatar
Chao Liu committed
154
        index_t element_space_unaligned =
155
            static_const_reduce_n<nDim>{}(GetElementSpace_f{}, mod_conv::plus<index_t>{}) + 1;
Chao Liu's avatar
Chao Liu committed
156
157

        return align.Get() * ((element_space_unaligned + align.Get() - 1) / align.Get());
Chao Liu's avatar
Chao Liu committed
158
    }
Chao Liu's avatar
Chao Liu committed
159

160
    template <class... Is>
161
    __host__ __device__ static index_t Get1dIndex(Is... is)
Chao Liu's avatar
Chao Liu committed
162
    {
163
        static_assert(sizeof...(Is) == nDim, "number of multi-index is wrong");
Chao Liu's avatar
Chao Liu committed
164

Chao Liu's avatar
Chao Liu committed
165
        const auto multi_id = Array<index_t, nDim>(is...);
Chao Liu's avatar
Chao Liu committed
166

Chao Liu's avatar
Chao Liu committed
167
        index_t id = 0;
Chao Liu's avatar
Chao Liu committed
168

169
        static_for<0, nDim, 1>{}([&](auto IDim) {
Chao Liu's avatar
Chao Liu committed
170
171
172
173
            constexpr index_t idim = IDim.Get();
#if DEVICE_BACKEND_HIP
            id += __mul24(multi_id[idim], GetStride(IDim));
#else
174
            id += multi_id[idim] * GetStride(IDim);
Chao Liu's avatar
Chao Liu committed
175
#endif
176
        });
Chao Liu's avatar
Chao Liu committed
177

178
        return id;
179
180
    }

181
    __host__ __device__ static Array<index_t, nDim> GetMultiIndex(index_t id)
Chao Liu's avatar
Chao Liu committed
182
    {
183
184
185
186
187
188
189
190
191
192
193
        Array<index_t, nDim> multi_id;

        static_for<0, nDim - 1, 1>{}([&](auto IDim) {
            constexpr index_t idim = IDim.Get();
            multi_id[idim]         = id / GetStride(IDim);
            id -= multi_id[idim] * GetStride(IDim);
        });

        multi_id[nDim - 1] = id / GetStride(Number<nDim - 1>{});

        return multi_id;
Chao Liu's avatar
Chao Liu committed
194
    }
195

196
    __host__ __device__ static constexpr auto Condense()
197
    {
198
199
        constexpr auto default_strides = calculate_default_strides(Lengths{});
        return ConstantTensorDescriptor<Lengths, decltype(default_strides)>{};
200
    }
Chao Liu's avatar
Chao Liu committed
201
};
Chao Liu's avatar
Chao Liu committed
202
203
204
205
206
207
208
209
210
211
212
213
214
215

template <class Lengths>
__host__ __device__ constexpr auto make_ConstantTensorDescriptor(Lengths)
{
    using Strides = decltype(calculate_default_strides(Lengths{}));
    return ConstantTensorDescriptor<Lengths, Strides>{};
}

template <class Lengths, class Strides>
__host__ __device__ constexpr auto make_ConstantTensorDescriptor(Lengths, Strides)
{
    return ConstantTensorDescriptor<Lengths, Strides>{};
}

Chao Liu's avatar
Chao Liu committed
216
template <class Lengths, index_t Align>
Chao Liu's avatar
Chao Liu committed
217
218
219
220
221
222
__host__ __device__ constexpr auto make_ConstantTensorDescriptor_aligned(Lengths, Number<Align>)
{
    using Strides = decltype(calculate_default_strides_aligned(Lengths{}, Number<Align>{}));
    return ConstantTensorDescriptor<Lengths, Strides>{};
}

Chao Liu's avatar
Chao Liu committed
223
template <class TDesc>
Chao Liu's avatar
Chao Liu committed
224
__host__ __device__ void print_ConstantTensorDescriptor(TDesc, const char* s)
Chao Liu's avatar
Chao Liu committed
225
{
Chao Liu's avatar
Chao Liu committed
226
227
    constexpr auto desc    = TDesc{};
    constexpr index_t ndim = desc.GetDimension();
Chao Liu's avatar
Chao Liu committed
228

Chao Liu's avatar
Chao Liu committed
229
    static_assert(ndim >= 2 && ndim <= 10, "wrong!");
Chao Liu's avatar
Chao Liu committed
230
231
232
233
234
235
236
237
238
239
240
241
242
243

    if(ndim == 2)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};

        printf("%s dim %u, lengths {%u %u}, strides {%u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetStride(I0),
               desc.GetStride(I1));
    }
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
    else if(ndim == 3)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};

        printf("%s dim %u, lengths {%u %u %u}, strides {%u %u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2));
    }
Chao Liu's avatar
Chao Liu committed
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
    else if(ndim == 4)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};

        printf("%s dim %u, lengths {%u %u %u %u}, strides {%u %u %u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3));
    }
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
    else if(ndim == 5)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};
        constexpr auto I4 = Number<4>{};

        printf("%s dim %u, lengths {%u %u %u %u %u}, strides {%u %u %u %u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetLength(I4),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3),
               desc.GetStride(I4));
    }
    else if(ndim == 6)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};
        constexpr auto I4 = Number<4>{};
        constexpr auto I5 = Number<5>{};

        printf("%s dim %u, lengths {%u %u %u %u %u %u}, strides {%u %u %u %u %u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetLength(I4),
               desc.GetLength(I5),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3),
               desc.GetStride(I4),
               desc.GetStride(I5));
    }
    else if(ndim == 7)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};
        constexpr auto I4 = Number<4>{};
        constexpr auto I5 = Number<5>{};
        constexpr auto I6 = Number<6>{};

        printf("%s dim %u, lengths {%u %u %u %u %u %u %u}, strides {%u %u %u %u %u %u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetLength(I4),
               desc.GetLength(I5),
               desc.GetLength(I6),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3),
               desc.GetStride(I4),
               desc.GetStride(I5),
               desc.GetStride(I6));
    }
    else if(ndim == 8)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};
        constexpr auto I4 = Number<4>{};
        constexpr auto I5 = Number<5>{};
        constexpr auto I6 = Number<6>{};
        constexpr auto I7 = Number<7>{};

        printf("%s dim %u, lengths {%u %u %u %u %u %u %u %u}, strides {%u %u %u %u %u %u %u %u}\n",
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetLength(I4),
               desc.GetLength(I5),
               desc.GetLength(I6),
               desc.GetLength(I7),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3),
               desc.GetStride(I4),
               desc.GetStride(I5),
               desc.GetStride(I6),
               desc.GetStride(I7));
    }
Chao Liu's avatar
Chao Liu committed
385
386
387
388
389
390
391
392
393
394
395
396
    else if(ndim == 9)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};
        constexpr auto I4 = Number<4>{};
        constexpr auto I5 = Number<5>{};
        constexpr auto I6 = Number<6>{};
        constexpr auto I7 = Number<7>{};
        constexpr auto I8 = Number<8>{};

Chao Liu's avatar
tidy yp  
Chao Liu committed
397
398
        printf("%s dim %u, lengths {%u %u %u %u %u %u %u %u %u}, strides {%u %u %u %u %u %u %u %u "
               "%u}\n",
Chao Liu's avatar
Chao Liu committed
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
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetLength(I4),
               desc.GetLength(I5),
               desc.GetLength(I6),
               desc.GetLength(I7),
               desc.GetLength(I8),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3),
               desc.GetStride(I4),
               desc.GetStride(I5),
               desc.GetStride(I6),
               desc.GetStride(I7),
               desc.GetStride(I8));
    }
    else if(ndim == 10)
    {
        constexpr auto I0 = Number<0>{};
        constexpr auto I1 = Number<1>{};
        constexpr auto I2 = Number<2>{};
        constexpr auto I3 = Number<3>{};
        constexpr auto I4 = Number<4>{};
        constexpr auto I5 = Number<5>{};
        constexpr auto I6 = Number<6>{};
        constexpr auto I7 = Number<7>{};
        constexpr auto I8 = Number<8>{};
        constexpr auto I9 = Number<9>{};

Chao Liu's avatar
tidy yp  
Chao Liu committed
433
434
        printf("%s dim %u, lengths {%u %u %u %u %u %u %u %u %u %u}, strides {%u %u %u %u %u %u %u "
               "%u %u %u}\n",
Chao Liu's avatar
Chao Liu committed
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
               s,
               desc.GetDimension(),
               desc.GetLength(I0),
               desc.GetLength(I1),
               desc.GetLength(I2),
               desc.GetLength(I3),
               desc.GetLength(I4),
               desc.GetLength(I5),
               desc.GetLength(I6),
               desc.GetLength(I7),
               desc.GetLength(I8),
               desc.GetLength(I9),
               desc.GetStride(I0),
               desc.GetStride(I1),
               desc.GetStride(I2),
               desc.GetStride(I3),
               desc.GetStride(I4),
               desc.GetStride(I5),
               desc.GetStride(I6),
               desc.GetStride(I7),
               desc.GetStride(I8),
               desc.GetStride(I9));
    }
Chao Liu's avatar
Chao Liu committed
458
}