Bartłomiej Kocot 4d8fce33dd Add SplitK support into Batched GEMM V3 (#1729) ...

* add bmm api

* add bf16 multi_d

* add ckProfiler for bf16

* add ckProfiler files

* add more instance; fixed 64bit index issue

* fixed naming

* enabled batched Ds

* use long_index for ds offsets

* clean

* add bmm fp8 ckProfiler

* Update example/24_batched_gemm/batched_gemm_xdl_bf16_v3.cpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update example/24_batched_gemm/batched_gemm_xdl_fp8_rowwise_v3.cpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update example/24_batched_gemm/run_batched_gemm_example_rowwise.inc

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update library/src/tensor_operation_instance/gpu/gemm_universal_batched/device_batched_gemm_xdl_universal_bf16_bf16_bf16/device_batched_gemm_xdl_universal_bf16_bf16_bf16_mk_nk_mn.hpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update library/src/tensor_operation_instance/gpu/gemm_universal_batched/device_batched_gemm_xdl_universal_bf16_bf16_bf16/device_batched_gemm_xdl_universal_bf16_bf16_bf16_mk_nk_mn_mem_v1_default_instance.cpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update library/src/tensor_operation_instance/gpu/gemm_universal_batched/device_batched_gemm_xdl_universal_bf16_bf16_bf16/device_batched_gemm_xdl_universal_bf16_bf16_bf16_mk_nk_mn_mem_v2_default_instance.cpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update profiler/src/profile_gemm_universal_batched.cpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* Update profiler/include/profiler/profile_gemm_universal_batched_impl.hpp

Co-authored-by: Bartłomiej Kocot <bartlomiejkocot98@gmail.com>

* clean

* Update include/ck/tensor_operation/gpu/device/impl/device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp

* Update include/ck/tensor_operation/gpu/device/impl/device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp

* Update library/src/tensor_operation_instance/gpu/gemm_universal_batched/device_batched_gemm_xdl_universal_bf16_bf16_bf16/device_batched_gemm_xdl_universal_bf16_bf16_bf16_mk_nk_mn_comp_default_instance.cpp

* Update include/ck/tensor_operation/gpu/device/impl/device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp

* Update include/ck/tensor_operation/gpu/device/impl/device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp

* Update include/ck/tensor_operation/gpu/device/impl/device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp

* refactor batch offset func

* add splitk suppport into bmm_v3

* clean

* clean

* format

* fixed

* fix

---------

Co-authored-by: Jing Zhang <jizhan@fb.com>
Co-authored-by: zjing14 <zhangjing14@gmail.com>

2024-12-13 21:08:35 +01:00

..

codegen_device_grouped_conv_fwd_multiple_abd_xdl_cshuffle.hpp

Add Grouped Conv Fwd Large Tensor kernel (#1432)

2024-08-06 10:06:10 +02:00

device_avgpool2d_bwd_nhwc_nhwc.hpp

Pool2d max/avg kernel in the BWD version (#1494)

2024-09-12 11:47:52 +02:00

device_avgpool3d_bwd_ndhwc_ndhwc.hpp

Average pool backward deviceOP and example (#797)

2023-08-10 12:04:35 +08:00

device_batched_contraction_multiple_d_wmma_cshuffle.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_batched_contraction_multiple_d_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_batched_gemm_e_permute_xdl.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_batched_gemm_gemm_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_batched_gemm_multi_d_xdl.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_batched_gemm_multiple_d_dl.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_batched_gemm_multiple_d_gemm_multiple_d_xdl_cshuffle.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp

Add SplitK support into Batched GEMM V3 (#1729)

2024-12-13 21:08:35 +01:00

device_batched_gemm_reduce_xdl_cshuffle.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_batched_gemm_softmax_gemm_permute_wmma_cshuffle.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_batched_gemm_softmax_gemm_permute_xdl_cshuffle.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_batched_gemm_softmax_gemm_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_batched_gemm_xdl.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_batchnorm_backward_impl.hpp

Fixed GroupedGemmFixedNK with hipGraph (#1065)

2023-11-30 15:09:27 -06:00

device_batchnorm_forward_impl_obsolete.hpp

Fixed GroupedGemmFixedNK with hipGraph (#1065)

2023-11-30 15:09:27 -06:00

device_batchnorm_forward_impl.hpp

Fixed GroupedGemmFixedNK with hipGraph (#1065)

2023-11-30 15:09:27 -06:00

device_cgemm_4gemm_xdl_cshuffle.hpp

Implement GetWorkSpaceSize from BaseOperator. (#1564)

2024-10-12 14:05:11 +08:00

device_column_to_image_impl.hpp

Add Grouped Conv Fwd Large Tensor kernel (#1432)

2024-08-06 10:06:10 +02:00

device_contraction_multiple_abd_xdl_cshuffle.hpp

Fix continous dim selection in contraction (#1336)

2024-06-18 10:26:49 +02:00

device_contraction_multiple_d_xdl_cshuffle.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_contraction_utils.hpp

Fix continous dim selection in contraction (#1336)

2024-06-18 10:26:49 +02:00

device_conv2d_backward_weight_xdl_c_shuffle_nhwc_kyxc_nhwk.hpp

Use asynchronous version of hipMemset (#850)

2023-08-18 11:14:59 +08:00

device_conv2d_bwd_data_xdl_nhwc_kyxc_nhwk.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_conv2d_fwd_xdl_c_shuffle_bias_activation_add_nhwc_kyxc_nhwk.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_conv2d_fwd_xdl_c_shuffle_bias_activation_nhwc_kyxc_nhwk.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_conv2d_fwd_xdl_c_shuffle_nhwc_kyxc_nhwk.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_conv2d_fwd_xdl_nhwc_kyxc_nhwk.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_conv3d_fwd_naive_ndhwc_kzyxc_ndhwk.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_conv3d_fwd_xdl_ndhwc_kzyxc_ndhwk.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_convnd_bwd_data_nwc_kxc_nwk_dl.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_convnd_bwd_data_nwc_kxc_nwk_xdl.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_elementwise_dynamic_vector_dims_impl.hpp

Refactor elementwise kernels (#1222)

2024-04-19 13:31:17 +02:00

device_elementwise_normalization_impl.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_elementwise_scale_impl.hpp

Refactor elementwise kernels (#1222)

2024-04-19 13:31:17 +02:00

device_fpAintB_gemm_wmma.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_gemm_bias_add_reduce_xdl_cshuffle.hpp

Disable XDL kernels on unsupported HW Add ck::is_xdl_supported (#768)

2023-07-26 07:19:55 -07:00

device_gemm_dl.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_gemm_dpp.hpp

Code clean-up (#1285)

2024-05-10 09:41:39 -07:00

device_gemm_multiple_abd_xdl_cshuffle.hpp

bf16A_Int8B with fastgelu/bias (#1264)

2024-04-26 07:26:30 -05:00

device_gemm_multiple_d_dl.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_gemm_multiple_d_layernorm_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_gemm_multiple_d_multiple_r_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_gemm_multiple_d_wmma_cshuffle.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_gemm_multiple_d_xdl_cshuffle_lds_direct_load.hpp

Add basic support for direct loads from global to LDS (#999)

2023-11-25 13:35:22 +01:00

device_gemm_multiple_d_xdl_cshuffle_v3_ab_scale.hpp

[GEMM] F8 GEMM, performance optimized. (#1384)

2024-07-19 22:06:52 +08:00

device_gemm_multiple_d_xdl_cshuffle_v3.hpp

Add gemm universal bf16 instances (#1484)

2024-09-04 20:58:54 -07:00

device_gemm_multiple_d_xdl_cshuffle.hpp

Add host lib (#1134)

2024-03-05 17:08:43 -08:00

device_gemm_reduce_xdl_cshuffle.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_gemm_wmma.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_gemm_xdl_cshuffle_lds_direct_load.hpp

Add support for double buffering in direct load GEMM kernel (#1052)

2023-12-03 23:08:47 +01:00

device_gemm_xdl_cshuffle_streamk_v3.hpp

universal streamk fp8 changes (#1665)

2024-11-21 08:21:37 -08:00

device_gemm_xdl_cshuffle_v2.hpp

[GEMM] Optimization for MI200/300. (#1135)

2024-01-19 07:02:22 -06:00

device_gemm_xdl_cshuffle_v3.hpp

Add gemm universal bf16 instances (#1484)

2024-09-04 20:58:54 -07:00

device_gemm_xdl_cshuffle_v3r1.hpp

Universal gemm splitk using reduce (with multi-d) (#1341)

2024-07-19 22:01:22 +08:00

device_gemm_xdl_cshuffle.hpp

Add Gemm instances for performance improvement (#1018)

2023-11-07 09:09:58 -06:00

device_gemm_xdl_layernorm_cshuffle.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_gemm_xdl_skip_b_lds.hpp

replace the ENV macro with CK_ENV (#1296)

2024-05-17 10:42:51 -07:00

device_gemm_xdl_splitk_c_shuffle_lds_direct_load.hpp

Implement direct loads split-K GEMM kernel (#1137)

2024-02-07 01:08:34 +01:00

device_gemm_xdl_splitk_c_shuffle.hpp

Optimizing fp8_fp16 mixedprec gemm (#1150)

2024-02-12 09:45:42 -08:00

device_gemm_xdl_streamk.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_gemm_xdl_waveletmodel_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_gemm_xdl.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_grouped_contraction_multiple_d_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_grouped_conv_bwd_data_multiple_d_wmma_cshuffle.hpp

Support large batch tensors in grouped conv bwd data (#1711)

2024-12-06 10:55:23 +01:00

device_grouped_conv_bwd_data_multiple_d_xdl_cshuffle_v1.hpp

Support large batch tensors in grouped conv bwd data (#1711)

2024-12-06 10:55:23 +01:00

device_grouped_conv_bwd_weight_dl.hpp

Add support for NGCHW in grouped conv bwd wei (#1491)

2024-09-03 10:52:03 +02:00

device_grouped_conv_bwd_weight_multiple_d_xdl_cshuffle.hpp

Add support for NGCHW in grouped conv bwd wei (#1491)

2024-09-03 10:52:03 +02:00

device_grouped_conv_bwd_weight_two_stage_xdl_cshuffle.hpp

OCP FP8 support for gfx12. (#1710)

2024-12-03 08:42:55 -08:00

device_grouped_conv_bwd_weight_wmma_cshuffle.hpp

Add support for NGCHW in grouped conv bwd wei (#1491)

2024-09-03 10:52:03 +02:00

device_grouped_conv_bwd_weight_xdl_cshuffle.hpp

Add support for NGCHW in grouped conv bwd wei (#1491)

2024-09-03 10:52:03 +02:00

device_grouped_conv_fwd_dl_multiple_d_nhwc_kyxc_nhwk.hpp

Statically Cast Pointer Offset (#1631)

2024-11-05 09:59:08 -08:00

device_grouped_conv_fwd_dl_nhwc_kyxc_nhwk.hpp

Add Grouped Conv Fwd Large Tensor kernel (#1432)

2024-08-06 10:06:10 +02:00

device_grouped_conv_fwd_multiple_abd_xdl_cshuffle_v3.hpp

Add support for NGCHW in grouped conv fwd (#1499)

2024-09-20 10:45:46 +02:00

device_grouped_conv_fwd_multiple_abd_xdl_cshuffle.hpp

Add dynamic elementwise op (#1426)

2024-10-26 15:22:37 +02:00

device_grouped_conv_fwd_multiple_d_multiple_r_xdl_cshuffle.hpp

Add Grouped Conv Fwd Large Tensor kernel (#1432)

2024-08-06 10:06:10 +02:00

device_grouped_conv_fwd_multiple_d_multiple_r.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_grouped_conv_fwd_multiple_d_wmma_cshuffle.hpp

Add Grouped Conv Fwd Large Tensor kernel (#1432)

2024-08-06 10:06:10 +02:00

device_grouped_conv_fwd_multiple_d_xdl_cshuffle.hpp

Add instances for conv_scale with fp8@bf8->fp8 (#1220)

2024-04-03 09:08:08 -05:00

device_grouped_conv_fwd_multiple_d_xdl_large_tensor_cshuffle.hpp

Add support for NGCHW in grouped conv bwd wei (#1491)

2024-09-03 10:52:03 +02:00

device_grouped_conv_utils.hpp

Add support for NGCHW in grouped conv fwd (#1499)

2024-09-20 10:45:46 +02:00

device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp

Fix grouped gemm check to avoid overflow (#1545)

2024-10-04 17:32:43 +02:00

device_grouped_gemm_multiple_d_dl.hpp

LWPCK-2429: Device grouped GEMM uses Async Memcpy (#1695)

2024-12-02 09:13:56 +01:00

device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_two_stage.hpp

LWPCK-2429: Device grouped GEMM uses Async Memcpy (#1695)

2024-12-02 09:13:56 +01:00

device_grouped_gemm_multiple_d_xdl_cshuffle_tile_loop.hpp

LWPCK-2429: Device grouped GEMM uses Async Memcpy (#1695)

2024-12-02 09:13:56 +01:00

device_grouped_gemm_softmax_gemm_permute_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00

device_grouped_gemm_xdl_fixed_nk.hpp

Polished Grouped GEMM APIs and new BF16 instances (#1600)

2024-11-27 13:02:44 +01:00

device_grouped_gemm_xdl_splitk_cshuffle.hpp

LWPCK-2429: Device grouped GEMM uses Async Memcpy (#1695)

2024-12-02 09:13:56 +01:00

device_grouped_gemm_xdl.hpp

LWPCK-2429: Device grouped GEMM uses Async Memcpy (#1695)

2024-12-02 09:13:56 +01:00

device_grouped_query_attention_forward_wmma.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_image_to_column_impl.hpp

Add Grouped Conv Fwd Large Tensor kernel (#1432)

2024-08-06 10:06:10 +02:00

device_max_pool_bwd_impl.hpp

Refactor elementwise kernels (#1222)

2024-04-19 13:31:17 +02:00

device_multi_query_attention_forward_wmma.hpp

Merging the gfx12 code into public repo. (#1362)

2024-06-27 00:33:34 -07:00

device_multiple_reduce_multiblock.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_multiple_reduce_threadwise.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_normalization_bwd_data_impl.hpp

layernorm and groupnorm backward data (#1083)

2023-12-19 04:23:11 +08:00

device_normalization_bwd_gamma_beta_impl.hpp

layernorm and groupnorm backward data (#1083)

2023-12-19 04:23:11 +08:00

device_normalization_fwd_impl.hpp

layernorm and groupnorm backward data (#1083)

2023-12-19 04:23:11 +08:00

device_normalization_fwd_splitk_impl.hpp

layernorm and groupnorm backward data (#1083)

2023-12-19 04:23:11 +08:00

device_permute_impl.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_pool2d_fwd_nhwc_nhwc.hpp

Rewrite pool2d fwd (#1462)

2024-09-11 15:21:00 +02:00

device_pool3d_fwd_ndhwc_ndhwc.hpp

Refactor pool fwd (#815)

2023-08-15 02:25:28 +08:00

device_put_element_impl.hpp

Maxpool bwd (#750)

2023-06-19 09:44:22 -05:00

device_reduce_common.hpp

Support large: 12d tensor size for reduction kenrel (#1465)

2024-08-13 16:15:47 +02:00

device_reduce_multiblock.hpp

Support large: 12d tensor size for reduction kenrel (#1465)

2024-08-13 16:15:47 +02:00

device_reduce_threadwise_multi_d.hpp

Support large: 12d tensor size for reduction kenrel (#1465)

2024-08-13 16:15:47 +02:00

device_reduce_threadwise.hpp

Support large: 12d tensor size for reduction kenrel (#1465)

2024-08-13 16:15:47 +02:00

device_softmax_impl.hpp

Revert "Grouped Gemm with looping over the tiles. (#788)" (#982)

2023-10-11 14:27:29 -05:00

device_sparse_embeddings_forward_layernorm.hpp

update copyright headers (#726)

2023-05-31 18:46:57 -05:00

device_splitk_contraction_multiple_d_xdl_cshuffle.hpp

Add support for more Navi2x and Navi3x models. (#1152)

2024-02-02 11:35:26 -08:00