Illia Silin ea702b3631 Add bf16 and int8 wmma gemms for Navi3x and Navi4x. (#1671) ...

* add bf16 gemms for gfx11/gfx12

* reduce the input values in test_gemm

* add int8 wmma gemm instances for gfx11/gfx12

* add example gemm_wmma_int8

* fix bug in gemm_wmma_int8 test

* increase bf16 gemm test tolerance

* update the dates and clean-up commented-out instances

[ROCm/composable_kernel commit: 8aba2724cc]

2024-11-18 14:07:04 -08:00

..

avg_pool2d_bwd

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

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

avg_pool3d_bwd

Refactoring cmake files to build data types separately. (#932)

2023-09-20 22:15:56 -07:00

batched_gemm

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batched_gemm_add_relu_gemm_add

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batched_gemm_bias_permute

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batched_gemm_gemm

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batched_gemm_multi_d

Refactoring cmake files to build data types separately. (#932)

2023-09-20 22:15:56 -07:00

batched_gemm_reduce

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batched_gemm_softmax_gemm

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batched_gemm_softmax_gemm_permute

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

batchnorm

Refactor elementwise kernels (#1222)

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

column_to_image

Add support for groups in Img2Col/Col2Img (#1007)

2023-10-31 10:46:32 +01:00

contraction_bilinear

Extend support for contraction 6D (#1207)

2024-04-09 23:46:21 +02:00

contraction_scale

Extend support for contraction 6D (#1207)

2024-04-09 23:46:21 +02:00

conv1d_bwd_data

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

conv2d_bwd_data

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

conv2d_fwd

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

conv2d_fwd_bias_relu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

conv2d_fwd_bias_relu_add

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

conv3d_bwd_data

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

elementwise

Refactor elementwise kernels (#1222)

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

elementwise_normalization

Refactoring cmake files to build data types separately. (#932)

2023-09-20 22:15:56 -07:00

gemm

Add bf16 and int8 wmma gemms for Navi3x and Navi4x. (#1671)

2024-11-18 14:07:04 -08:00

gemm_ab_scale

[GEMM] gemm_universal related optimization (#1453)

2024-08-14 10:42:30 +08:00

gemm_add

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_add_add_fastgelu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_add_fastgelu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_add_multiply

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_add_relu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_add_relu_add_layernorm

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_add_silu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_bias_add_reduce

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_bilinear

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_fastgelu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_multi_abd

Split the gemm_multi_abd instances. (#1306)

2024-05-23 09:17:02 -07:00

gemm_multiply_add

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_multiply_multiply

Reduce build time. (#1621)

2024-11-01 13:52:23 +08:00

gemm_reduce

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_splitk

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_streamk

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

gemm_universal

Reduce build time. (#1621)

2024-11-01 13:52:23 +08:00

gemm_universal_batched

Batched GEMM Multiple D based on Universal GEMM (#1655)

2024-11-18 14:03:45 +01:00

gemm_universal_reduce

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

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

gemm_universal_streamk

Universal streamk with atomics (#1360)

2024-07-05 21:40:30 -07:00

grouped_conv1d_bwd_weight

Enable grouped conv bwd wei bf16 NGCHW (#1589)

2024-10-22 16:18:28 +02:00

grouped_conv1d_fwd

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv2d_bwd_data

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv2d_bwd_weight

Add generic instances for two stage conv bwd wei (#1643)

2024-11-08 10:04:33 +01:00

grouped_conv2d_fwd

Linsun/convint8 fwd instances (#1626)

2024-11-04 16:33:20 -08:00

grouped_conv2d_fwd_dynamic_op

Temporary disable part of dynamic op conv instances (#1630)

2024-11-04 13:34:17 -08:00

grouped_conv3d_bwd_data

Re-enable fp8 types for all architectures. (#1470)

2024-08-16 16:07:52 -06:00

grouped_conv3d_bwd_data_bilinear

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv3d_bwd_data_scale

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv3d_bwd_weight

Add generic instances for two stage conv bwd wei (#1643)

2024-11-08 10:04:33 +01:00

grouped_conv3d_bwd_weight_bilinear

Re-enable fp8 types for all architectures. (#1470)

2024-08-16 16:07:52 -06:00

grouped_conv3d_bwd_weight_scale

Re-enable fp8 types for all architectures. (#1470)

2024-08-16 16:07:52 -06:00

grouped_conv3d_fwd

Revert "Revert "Revert Revert Support access per groups and filter2x3 in grouped conv fwd (#1382) (#1406) (#1415)" (#1455)" (#1490)

2024-09-02 10:39:49 +02:00

grouped_conv3d_fwd_bilinear

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv3d_fwd_convinvscale

Add a convinvscale op, related instances and examples (#1307)

2024-06-10 14:48:49 -05:00

grouped_conv3d_fwd_convscale

Adding Instances and Examples for FP8-based Scaled Convolution and AMAX Reduction. (#1473)

2024-08-21 15:22:41 -07:00

grouped_conv3d_fwd_convscale_add

Adding more instances of grouped convolution 3d forward for FP8 with ConvScale+Bias element-wise operation. (#1412)

2024-07-24 15:49:55 -05:00

grouped_conv3d_fwd_convscale_relu

Adding Instances and Examples for FP8-based Scaled Convolution and AMAX Reduction. (#1473)

2024-08-21 15:22:41 -07:00

grouped_conv3d_fwd_dynamic_op

Temporary disable part of dynamic op conv instances (#1630)

2024-11-04 13:34:17 -08:00

grouped_conv3d_fwd_scale

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv3d_fwd_scaleadd_ab

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_conv3d_fwd_scaleadd_scaleadd_relu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_gemm

Add bf16 and bf16@int8 mk_nk_mn instances for grouped gemm two stage (#1228)

2024-04-19 13:16:10 +02:00

grouped_gemm_bias

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_gemm_fastgelu

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_gemm_fixed_nk

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

grouped_gemm_fixed_nk_multi_abd

bf16A_Int8B with fastgelu/bias (#1264)

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

grouped_gemm_tile_loop

Switch to universal gemm in grouped gemm tile loop (#1335)

2024-06-18 09:01:49 -05:00

image_to_column

Add support for groups in Img2Col/Col2Img (#1007)

2023-10-31 10:46:32 +01:00

max_pool_bwd

This commit contains implementation of max pool2d for f8 type (#1506)

2024-09-16 10:15:06 +02:00

mha

[generate.py] Override blob list if it already exists (#1635)

2024-11-05 10:09:52 +01:00

normalization_bwd_data

layernorm and groupnorm backward data (#1083)

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

normalization_bwd_gamma_beta

layernorm & groupnorm bwd gamma beta (#1133)

2024-01-25 19:53:15 +08:00

normalization_fwd

layernorm and groupnorm backward data (#1083)

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

permute_scale

Adding Instances and Examples for FP8-based Scaled Convolution with ReLU Activation and AMAX Reduction. (#1469)

2024-08-20 10:30:56 -05:00

pool2d_fwd

Add pool2d int8 and fp8 instances (#1508)

2024-09-13 10:18:21 -07:00

pool3d_fwd

Extend pool3d fwd avg, max operations by f8_t, int8_t types (#1483)

2024-09-17 15:57:10 +02:00

quantization

Split the instances by architecture. (#1223)

2024-04-02 09:42:17 -07:00

reduce

Adding Instances and Examples for FP8-based Scaled Convolution with ReLU Activation and AMAX Reduction. (#1469)

2024-08-20 10:30:56 -05:00

softmax

enable compilation of INSTANCES_ONLY for Windows (#1082)

2023-12-20 14:34:53 -08:00

transpose

Hip tensor permute unit test (#1068)

2023-12-18 21:35:00 -06:00

CMakeLists.txt

Batched GEMM Multiple D based on Universal GEMM (#1655)

2024-11-18 14:03:45 +01:00