ROCm/composable_kernel
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composable_kernel/example
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Adam Osewski 3ab20fd753 GEMM batched/splitK/cgemm/grouped int4 examples (#383) 
* Grouped GEmm int4.

* Formatting + fix K dimension for int8.

* Batched Gemm int4 example.

* CGEMM int4 example.

* Include inc filese in clang-format.

* SplitK int4 example

* Refactoring of performance measurement.

* Fix #ifdef statements.

Co-authored-by: Adam Osewski <aosewski@amd.com>
2022-08-25 17:19:15 -05:00
..
01_gemm
Add examples of Gemm (data type: int4) (#367)
2022-08-23 18:25:05 -05:00
02_gemm_bilinear
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
03_gemm_bias_relu
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
04_gemm_add_add_fastgelu
Add example of Gemm + AddAddFastGelu (data type: int4) (#369)
2022-08-23 10:38:41 -05:00
09_convnd_fwd
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
12_reduce
Add int4 reduction examples (#372)
2022-08-25 16:58:48 -05:00
13_pool2d_fwd
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
14_gemm_xdl_requant_relu_requant
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
15_grouped_gemm
GEMM batched/splitK/cgemm/grouped int4 examples (#383)
2022-08-25 17:19:15 -05:00
16_gemm_multi_d_multi_reduces
[What] Fix bug of verification fail on E Matrix (#371)
2022-08-22 07:50:28 -05:00
17_convnd_bwd_data
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
18_batched_gemm_reduce
Fused attention (#345)
2022-08-13 00:16:14 -05:00
19_binary_elementwise
Batchnorm-forward and Batchnorm-infer Implemented using generic kernels (#320)
2022-08-15 10:11:02 -05:00
20_convnd_bwd_weight
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
21_gemm_layernorm
Batchnorm-forward and Batchnorm-infer Implemented using generic kernels (#320)
2022-08-15 10:11:02 -05:00
22_cgemm
GEMM batched/splitK/cgemm/grouped int4 examples (#383)
2022-08-25 17:19:15 -05:00
23_softmax
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
24_batched_gemm
GEMM batched/splitK/cgemm/grouped int4 examples (#383)
2022-08-25 17:19:15 -05:00
24_batched_gemm_e_permute
Add examples of batched/grouped/SplitK Gemm for int8/bfp16/fp16/fp32 (#361)
2022-08-23 14:41:56 -05:00
25_gemm_bias_e_permute
add g; fixed strides (#355)
2022-08-12 15:22:39 -05:00
26_contraction
Clean up conv example, Instances, profiler and test (#324)
2022-07-29 18:19:25 -05:00
27_layernorm
Layernorm welford (#346)
2022-08-13 09:43:18 -05:00
28_grouped_gemm_bias_e_permute
Add batched/grouped_gemm contraction deviceOps (#349)
2022-08-10 12:20:29 -05:00
29_batched_gemm_bias_e_permute
Add batched/grouped_gemm contraction deviceOps (#349)
2022-08-10 12:20:29 -05:00
30_grouped_convnd_fwd_bias_relu_add
Add int4 example for convnd_fwd_bias_relu_add (#375)
2022-08-25 17:08:43 -05:00
31_batched_gemm_gemm
Attention with output permutation (#370)
2022-08-23 14:52:56 -05:00
32_batched_gemm_scale_softmax_gemm
Attention with output permutation (#370)
2022-08-23 14:52:56 -05:00
33_multiple_reduce
Batchnorm-forward and Batchnorm-infer Implemented using generic kernels (#320)
2022-08-15 10:11:02 -05:00
34_batchnorm
Batchnorm-forward and Batchnorm-infer Implemented using generic kernels (#320)
2022-08-15 10:11:02 -05:00
35_splitK_gemm
GEMM batched/splitK/cgemm/grouped int4 examples (#383)
2022-08-25 17:19:15 -05:00
CMakeLists.txt
Add examples of batched/grouped/SplitK Gemm for int8/bfp16/fp16/fp32 (#361)
2022-08-23 14:41:56 -05:00