ROCm/composable_kernel
1
0
Fork 0
mirror of https://github.com/ROCm/composable_kernel.git synced 2026-05-13 09:45:56 +00:00
Code Issues Packages Projects Releases Wiki Activity
Files
0056e0bf4b270d1eb78807f64f94f3a761048a90
composable_kernel/include/ck/tensor_operation/gpu/device
History
Haocong WANG 3049b5467c [GEMM] gemm_universal related optimization (#1453) 
* replace buffer_atomic with global_atomic

* fixed global_atomic_add

* added bf16 atomic_add

* format

* clang-format-12

* clean

* clean

* add guards

* Update gtest.cmake

* enabled splitk_gemm_multi_d

* format

* add ckProfiler

* format

* fixed naming

* format

* clean

* clean

* add guards

* fix clang format

* format

* add kbatch printout

* clean

* Add rocm6.2 related gemm optimization

* Limit bf16 atomic usage

* remove redundant RCR gemm_universal instance

* Add RRR fp8 gemm universal instance

* Bug fix

* Add GPU_TARGET guard to FP8/BF8 target

* bug fix

* update cmake

* remove all fp8/bf8 example if arch not support

* Enable fp8 RRR support in ckProfiler

* limit greedy-reverse flag to gemm_universal in ckProfiler

---------

Co-authored-by: Jing Zhang <jizhan@fb.com>
Co-authored-by: Jing Zhang <jizhan@meta.com>
Co-authored-by: zjing14 <zhangjing14@gmail.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
2024-08-14 10:42:30 +08:00
..
impl
[GEMM] gemm_universal related optimization (#1453)
2024-08-14 10:42:30 +08:00
conv_tensor_rearrange_op.hpp
Add column to image kernel (#930)
2023-09-27 17:19:06 +02:00
convolution_backward_data_specialization.hpp
Grouped 3d conv backward data support (#799)
2023-07-18 11:01:33 -05:00
convolution_backward_weight_specialization.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
convolution_forward_specialization.hpp
Support access per groups and filter3x3 in grouped conv fwd (#1382)
2024-07-12 11:08:42 -07:00
device_avgpool_bwd.hpp
Average pool backward deviceOP and example (#797)
2023-08-10 12:04:35 +08:00
device_base.hpp
Fixed GroupedGemmFixedNK with hipGraph (#1065)
2023-11-30 15:09:27 -06:00
device_batched_contraction_multiple_d.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batched_gemm_e_permute.hpp
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
device_batched_gemm_gemm.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batched_gemm_multi_d.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batched_gemm_multiple_d_gemm_multiple_d.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batched_gemm_softmax_gemm_permute.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batched_gemm_softmax_gemm.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batched_gemm.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batchnorm_backward.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batchnorm_forward.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_batchnorm_infer.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_cgemm.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_contraction_multiple_abd.hpp
Add contraction_multi_abd (#972)
2023-10-17 20:17:58 -05:00
device_contraction_multiple_d.hpp
Add support for mixed precision in contraction scale and bilinear (#973)
2023-11-02 14:26:33 -07:00
device_conv_bwd_data.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_conv_fwd_bias_activation_add.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_conv_fwd_bias_activation.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_conv_fwd.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_conv_tensor_rearrange.hpp
Add support for groups in Img2Col/Col2Img (#1007)
2023-10-31 10:46:32 +01:00
device_elementwise_normalization.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_elementwise_scale.hpp
Refactor elementwise kernels (#1222)
2024-04-19 13:31:17 +02:00
device_elementwise.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_gemm_bias_e_permute.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_gemm_dequantB.hpp
Navi3 rel (#1176)
2024-03-08 17:11:51 -08:00
device_gemm_multiple_abd.hpp
Add multiple A/B support (#906)
2023-09-26 21:16:23 -05:00
device_gemm_multiple_d_ab_scale.hpp
[GEMM] F8 GEMM, performance optimized. (#1384)
2024-07-19 22:06:52 +08:00
device_gemm_multiple_d_layernorm.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_gemm_multiple_d_multiple_r.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_gemm_multiple_d.hpp
[GEMM] gemm_universal related optimization (#1453)
2024-08-14 10:42:30 +08:00
device_gemm_reduce.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_gemm_splitk.hpp
Add splitk gemm fp16 @ fp16 with fp8 compute instances (#983)
2023-10-13 16:27:11 -05:00
device_gemm_streamk_v2.hpp
Universal streamk with atomics (#1360)
2024-07-05 21:40:30 -07:00
device_gemm_streamk.hpp
initial stream-k implementation with example (#699)
2023-07-26 14:18:15 -05:00
device_gemm_v2.hpp
Universal gemm splitk using reduce (with multi-d) (#1341)
2024-07-19 22:01:22 +08:00
device_gemm.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_grouped_contraction_multiple_d.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_grouped_conv_bwd_data_multiple_d.hpp
Grouped conv bwd data with fp16 input and bf8fp8 comp (#962)
2023-10-04 18:04:27 -05:00
device_grouped_conv_bwd_weight_multiple_d.hpp
Add grouped conv bwd weight multi d kernel (#1237)
2024-04-18 23:35:04 +02:00
device_grouped_conv_bwd_weight.hpp
Add conv bwd weight fp16 comp bf8 fp8 op, instances and example (#945)
2023-10-04 08:19:08 -05:00
device_grouped_conv_fwd_multiple_abd.hpp
Add Grouped Conv Fwd Large Tensor kernel (#1432)
2024-08-06 10:06:10 +02:00
device_grouped_conv_fwd_multiple_d.hpp
Introduce multiABD api and deprecate multiD (#1035)
2023-11-14 17:00:40 +01:00
device_grouped_conv_fwd.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_grouped_gemm_fixed_nk.hpp
Grouped Gemm with Fixed K and N with SplitK (#818)
2023-08-31 09:22:12 -05:00
device_grouped_gemm_multi_abd_fixed_nk.hpp
Added Multi_ABD support into Gemm and GroupedGemmFixedNK (#978)
2024-04-15 21:09:45 -05:00
device_grouped_gemm_multi_abd.hpp
Added Multi_ABD support into Gemm and GroupedGemmFixedNK (#978)
2024-04-15 21:09:45 -05:00
device_grouped_gemm_multiple_d_splitk.hpp
Add Grouped Gemm Multiple D SplitK TwoStage (#1212)
2024-04-04 11:01:33 +02:00
device_grouped_gemm_softmax_gemm_permute.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_grouped_gemm_splitk.hpp
Revert "Grouped Gemm with looping over the tiles. (#788)" (#982)
2023-10-11 14:27:29 -05:00
device_grouped_gemm_tile_loop.hpp
Grouped GEMM Multiple D tile loop. (#1247)
2024-04-25 15:12:53 -05:00
device_grouped_gemm.hpp
Multiple fixes to GroupedGemm+SplitK (#707)
2023-05-30 07:09:06 -05:00
device_max_pool_bwd.hpp
MaxPool & AvgPool bwd instances, test, ckProfiler, client example (#861)
2023-08-31 21:01:50 +08:00
device_multiple_reduce.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_normalization_bwd_data.hpp
layernorm and groupnorm backward data (#1083)
2023-12-19 04:23:11 +08:00
device_normalization_bwd_gamma_beta.hpp
Backward of gamma and beta for layernorm and groupnorm (#1013)
2023-11-10 18:02:03 +08:00
device_normalization_fwd.hpp
Layernorm4d (#1022)
2023-11-09 08:34:51 +08:00
device_permute.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_pool_fwd.hpp
Refactor pool fwd (#815)
2023-08-15 02:25:28 +08:00
device_put_element.hpp
Average pool backward deviceOP and example (#797)
2023-08-10 12:04:35 +08:00
device_reduce_multi_d.hpp
Universal gemm splitk using reduce (with multi-d) (#1341)
2024-07-19 22:01:22 +08:00
device_reduce.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
device_softmax.hpp
Revert "Grouped Gemm with looping over the tiles. (#788)" (#982)
2023-10-11 14:27:29 -05:00
device_splitk_contraction_multiple_d.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
gemm_specialization.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
helper.hpp
Refactor transform conv to gemm fwd (#1391)
2024-07-19 09:29:25 +02:00
masking_specialization.hpp
Navi3 rel (#1176)
2024-03-08 17:11:51 -08:00
matrix_padder.hpp
CK Instance Gen (#1145)
2024-06-25 16:37:35 -05:00
reduction_operator_mapping.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
tensor_layout.hpp
Support broadcast for bias in grouped conv fwd (#1081)
2023-12-08 11:07:42 +01:00
tensor_specialization.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00
welford_helper.hpp
update copyright headers (#726)
2023-05-31 18:46:57 -05:00