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composable_kernel/include/ck/tensor_operation/gpu/device/impl
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Mingtao Gu fc98615212 Ck int4 moe develop (#1949) 
* Add Gemm fp8xint4 example and kernel, function pass.

* Init Gemm_fp8xint4 Bpreshuffle

* Added gemm_fp8xint4_Bpreshuffle files, function not checked yet

* General fix.

* fp8xint4 bpreshuffle function pass

* fix.

* init b preshuffle dequant in VGPR.

* fix bug, function pass.

* move b thread dequant copy to blockwise.

* fix bug, function now passes.

* modified the tile size to 256, 128x128x128.

* fixed a bug.

* Initial int4 moe, compile pass, function not check.

* fix bug in moe_gemm1.cpp, now function pass.

* test expert = 8 and function pass.

* Added moe_pk_i4_gemm2, function pass.

* Added b preshuffle pipeline v3 support.

* fixed merge issue. fp8xint4 and fp8xint4_bpreshuffle function pass.

* Split the blockwise pipeline for fp8xint4.

* commit missing files

* opt gemm2 to 2x2 wave

* fix swizzle = false

* update int4 moe with latest input changes.

* update tile size.

* enable pipeline v3.

* fix nswizzle = true

* commit a version for compiler debug.

* Updated transfer_v3r1_gather to support pk_i4_t type.

* for int4 moe2 for type_convert support.

* remove some values between mfma instructions.

* fix int4 moe

* Updated transfer_v3r1_gather to support pk_i4_t type.

* i4 support lds multiple shuffle

* fixed int4 moe tflops calculation.

* Modified CshuffleCShuffleMXdlPerWavePerShuffle to 1 to suit C multiple shuffle

* updated gemm2.

* change int4 moe example names

* fix and format code.

* format.

* format codes.

* update fp8xint4 example tile size.

* add <unordered_map> header

* fixed.

* format.

* Added conditional compilation for int4 -> fp8 conversion kernels

---------

Co-authored-by: mtgu0705 <mtgu@amd.com>
Co-authored-by: coderfeli <coderfeli@163.com>

[ROCm/composable_kernel commit: 0db7c8f0b2]
2025-03-10 11:16:44 +08:00
..
codegen_device_grouped_conv_fwd_multiple_abd_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_batched_gemm_e_permute_xdl.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_batched_gemm_gemm_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_batched_gemm_multi_d_xdl.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -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
Merge from internal (#1857)
2025-02-07 15:05:05 -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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_batched_gemm_softmax_gemm_xdl_cshuffle.hpp
MIGraphX hipRTC fix (#1923)
2025-03-03 07:55:05 -08:00
device_batched_gemm_xdl_fpAintB_b_scale.hpp
Added Int4 mixed batch gemm support (#1839)
2025-02-10 11:17:02 +08:00
device_batched_gemm_xdl.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Codegen hipRTC compilation (#1579)
2025-01-31 09:48:39 -08:00
device_contraction_multiple_abd_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_gemm_multiple_d_layernorm_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_gemm_multiple_d_multiple_r_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Revert "[BlockScale GEMM] FP8 Blockscale GEMM optimization and ckProfiler (#1913)" (#1933)
2025-03-03 07:17:39 -08:00
device_gemm_multiple_d_xdl_cshuffle_v3_b_preshuffle.hpp
[A8W8 GEMM] Optimized weight-preshuffled implementation & add quantization datatype for CK TILE rms_norm (#1862)
2025-02-20 14:00:27 -08:00
device_gemm_multiple_d_xdl_cshuffle_v3.hpp
[A8W8 GEMM] Optimized weight-preshuffled implementation & add quantization datatype for CK TILE rms_norm (#1862)
2025-02-20 14:00:27 -08:00
device_gemm_multiple_d_xdl_cshuffle.hpp
Rebase the PR #1520 to ROCm repo. (#1574)
2025-02-20 18:58:14 -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
BF16 GEMM Stream-K (#1541)
2025-01-02 10:30:04 -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_b_preshuffle.hpp
Ck int4 moe develop (#1949)
2025-03-10 11:16:44 +08:00
device_gemm_xdl_cshuffle_v3_b_scale.hpp
Implement the fp16xint4 scale weight only kernel for Ali (#1786)
2025-01-03 18:35:21 +08:00
device_gemm_xdl_cshuffle_v3.hpp
[A8W8 GEMM] Optimized weight-preshuffled implementation & add quantization datatype for CK TILE rms_norm (#1862)
2025-02-20 14:00:27 -08:00
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
Codegen hipRTC compilation (#1579)
2025-01-31 09:48:39 -08:00
device_gemm_xdl_splitk_c_shuffle.hpp
Codegen hipRTC compilation (#1579)
2025-01-31 09:48:39 -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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_conv_bwd_weight_two_stage_xdl_cshuffle.hpp
Conditionally log a DeviceGroupedConvBwdWeightTwoStage_Xdl_CShuffle warning (#1860)
2025-02-11 17:25:00 -07:00
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_v3.hpp
Fix build for gfx950 (#1904)
2025-02-19 13:47:39 -08:00
device_grouped_conv_bwd_weight_xdl_cshuffle.hpp
Add support for NGCHW in basic grouped conv bwd wei kernel (#1887)
2025-02-20 10:02:08 +01:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_conv_fwd_multiple_abd_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_conv_fwd_multiple_d_multiple_r_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_gemm_softmax_gemm_permute_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_gemm_xdl_fixed_nk.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_gemm_xdl_splitk_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
device_grouped_gemm_xdl.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00
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
Codegen hipRTC compilation (#1579)
2025-01-31 09:48:39 -08:00
device_max_pool_bwd_impl.hpp
Refactor elementwise kernels (#1222)
2024-04-19 13:31:17 +02:00
device_moe_gemm.hpp
ck moe gemm implement (#1936)
2025-03-05 15:56:55 +08:00
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
Replace buffer load/store intrinsics with builtins (#1876)
2025-03-05 14:33:28 -08:00
device_splitk_contraction_multiple_d_xdl_cshuffle.hpp
Merge from internal (#1857)
2025-02-07 15:05:05 -07:00