AUTHORS
LICENSE
MANIFEST.in
README.md
setup.py
csrc/flash_attn/flash_api.cpp
csrc/flash_attn/fmha_api.cpp
csrc/flash_attn/cutlass/cmake/nop.cu
csrc/flash_attn/cutlass/examples/00_basic_gemm/basic_gemm.cu
csrc/flash_attn/cutlass/examples/01_cutlass_utilities/cutlass_utilities.cu
csrc/flash_attn/cutlass/examples/02_dump_reg_shmem/dump_reg_shmem.cu
csrc/flash_attn/cutlass/examples/03_visualize_layout/options.h
csrc/flash_attn/cutlass/examples/03_visualize_layout/register_layout.cu
csrc/flash_attn/cutlass/examples/03_visualize_layout/register_layout.h
csrc/flash_attn/cutlass/examples/03_visualize_layout/visualize_layout.cpp
csrc/flash_attn/cutlass/examples/03_visualize_layout/visualize_layout.h
csrc/flash_attn/cutlass/examples/04_tile_iterator/tile_iterator.cu
csrc/flash_attn/cutlass/examples/05_batched_gemm/batched_gemm.cu
csrc/flash_attn/cutlass/examples/06_splitK_gemm/splitk_gemm.cu
csrc/flash_attn/cutlass/examples/07_volta_tensorop_gemm/volta_tensorop_gemm.cu
csrc/flash_attn/cutlass/examples/08_turing_tensorop_gemm/turing_tensorop_gemm.cu
csrc/flash_attn/cutlass/examples/09_turing_tensorop_conv2dfprop/turing_tensorop_conv2dfprop.cu
csrc/flash_attn/cutlass/examples/10_planar_complex/planar_complex.cu
csrc/flash_attn/cutlass/examples/11_planar_complex_array/planar_complex_array.cu
csrc/flash_attn/cutlass/examples/12_gemm_bias_relu/gemm_bias_relu.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/b2b_conv2d_run.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/b2b_gemm_run.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/b2b_interleaved_conv2d_run.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/b2b_interleaved_gemm_run.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_f16_sm75_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_f16_sm75_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_f16_sm80_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_f16_sm80_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_s8_sm75_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_s8_sm75_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_s8_sm80_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_convs_s8_sm80_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_f16_sm75_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_f16_sm75_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_f16_sm80_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_f16_sm80_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_s8_sm75_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_s8_sm75_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_s8_sm80_rf.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/fused_two_gemms_s8_sm80_shmem.cu
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/test_run.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/device/b2b_gemm.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/device/b2b_implicit_gemm_convolution.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/b2b_gemm.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/b2b_implicit_gemm_convolution.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop_sm75.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop_sm80.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop_smem_accumulator_sm75.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop_smem_accumulator_sm80.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_gemm.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/kernel/default_b2b_gemm_smem_accumulator.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/reference/device/tensor_scale_bias.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_implicit_gemm_multistage.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_implicit_gemm_multistage_smem_accumulator.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_implicit_gemm_pipelined.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_implicit_gemm_pipelined_smem_accumulator.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_base.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_base_smem_accumulator.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_multistage.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_multistage_smem_accumulator.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_pipelined.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_pipelined_smem_accumulator.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/default_b2b_mma.h
csrc/flash_attn/cutlass/examples/13_two_tensor_op_fusion/threadblock/default_b2b_mma_smem_accumulator.h
csrc/flash_attn/cutlass/examples/14_ampere_tf32_tensorop_gemm/ampere_tf32_tensorop_gemm.cu
csrc/flash_attn/cutlass/examples/15_ampere_sparse_tensorop_gemm/ampere_sparse_tensorop_gemm.cu
csrc/flash_attn/cutlass/examples/16_ampere_tensorop_conv2dfprop/ampere_tensorop_conv2dfprop.cu
csrc/flash_attn/cutlass/examples/17_fprop_per_channel_bias/fprop_per_channel_bias.cu
csrc/flash_attn/cutlass/examples/18_ampere_fp64_tensorop_affine2_gemm/ampere_fp64_tensorop_affine2_gemm.cu
csrc/flash_attn/cutlass/examples/19_tensorop_canonical/tensorop_canonical.cu
csrc/flash_attn/cutlass/examples/20_simt_canonical/simt_canonical.cu
csrc/flash_attn/cutlass/examples/21_quaternion_gemm/quaternion_gemm.cu
csrc/flash_attn/cutlass/examples/22_quaternion_conv/quaternion_conv.cu
csrc/flash_attn/cutlass/examples/23_ampere_gemm_operand_reduction_fusion/ampere_gemm_operand_reduction_fusion.cu
csrc/flash_attn/cutlass/examples/24_gemm_grouped/gemm_grouped.cu
csrc/flash_attn/cutlass/examples/25_ampere_fprop_mainloop_fusion/ampere_3d_fprop_mainloop_fusion.cu
csrc/flash_attn/cutlass/examples/25_ampere_fprop_mainloop_fusion/ampere_fprop_mainloop_fusion.cu
csrc/flash_attn/cutlass/examples/26_ampere_wgrad_mainloop_fusion/ampere_wgrad_mainloop_fusion.cu
csrc/flash_attn/cutlass/examples/27_ampere_3xtf32_fast_accurate_tensorop_gemm/27_ampere_3xtf32_fast_accurate_tensorop_gemm.cu
csrc/flash_attn/cutlass/examples/28_ampere_3xtf32_fast_accurate_tensorop_fprop/ampere_3xtf32_fast_accurate_tensorop_fprop.cu
csrc/flash_attn/cutlass/examples/29_ampere_3xtf32_fast_accurate_tensorop_complex_gemm/29_3xtf32_complex_gemm.cu
csrc/flash_attn/cutlass/examples/29_ampere_3xtf32_fast_accurate_tensorop_complex_gemm/29_ampere_3xtf32_fast_accurate_tensorop_complex_gemm.cu
csrc/flash_attn/cutlass/examples/30_wgrad_split_k/30_wgrad_split_k.cu
csrc/flash_attn/cutlass/examples/31_basic_syrk/basic_syrk.cu
csrc/flash_attn/cutlass/examples/32_basic_trmm/basic_trmm.cu
csrc/flash_attn/cutlass/examples/33_ampere_3xtf32_tensorop_symm/ampere_3xtf32_tensorop_symm.cu
csrc/flash_attn/cutlass/examples/34_transposed_conv2d/34_transposed_conv2d.cu
csrc/flash_attn/cutlass/examples/35_gemm_softmax/gemm_softmax.cu
csrc/flash_attn/cutlass/examples/35_gemm_softmax/gemm_with_epilogue_visitor.h
csrc/flash_attn/cutlass/examples/35_gemm_softmax/gemm_with_softmax.h
csrc/flash_attn/cutlass/examples/36_gather_scatter_fusion/gather_scatter_fusion.cu
csrc/flash_attn/cutlass/examples/37_gemm_layernorm_gemm_fusion/gemm_layernorm.cu
csrc/flash_attn/cutlass/examples/37_gemm_layernorm_gemm_fusion/gemm_with_epilogue_visitor.h
csrc/flash_attn/cutlass/examples/37_gemm_layernorm_gemm_fusion/gemm_with_layernorm.h
csrc/flash_attn/cutlass/examples/38_syr2k_grouped/syr2k_grouped.cu
csrc/flash_attn/cutlass/examples/39_gemm_permute/gemm_permute.cu
csrc/flash_attn/cutlass/examples/39_gemm_permute/layouts.h
csrc/flash_attn/cutlass/examples/39_gemm_permute/permute_info.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/attention_scaling_coefs_updater.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/debug_utils.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/default_fmha_grouped.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/epilogue_pipelined.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/epilogue_rescale_output.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/epilogue_thread_apply_logsumexp.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/find_default_mma.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/fmha_grouped.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/fmha_grouped_problem_visitor.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/fused_multi_head_attention_backward.cu
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/fused_multihead_attention_fixed_seqlen.cu
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/fused_multihead_attention_variable_seqlen.cu
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm_kernel_utils.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/kernel_backward.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/kernel_forward.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/mma_from_smem.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/epilogue/epilogue_pipelined.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/epilogue/epilogue_rescale_output.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/epilogue/epilogue_thread_apply_logsumexp.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/custom_mma.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/custom_mma_base.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/custom_mma_multistage.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/custom_mma_pipelined.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/find_default_mma.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/mma_accum_lambda_iterator.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/gemm/mma_from_smem.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/iterators/epilogue_predicated_tile_iterator.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/iterators/make_residual_last.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/iterators/predicated_tile_access_iterator_residual_last.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/iterators/predicated_tile_iterator_residual_last.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/iterators/transpose_warp_iterator.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/iterators/warp_iterator_from_smem.h
csrc/flash_attn/cutlass/examples/41_fused_multi_head_attention/transform/tile_smem_loader.h
csrc/flash_attn/cutlass/examples/41_multi_head_attention/fused_multihead_attention.cu
csrc/flash_attn/cutlass/examples/41_multi_head_attention/gemm_attention.h
csrc/flash_attn/cutlass/examples/41_multi_head_attention/gemm_grouped_with_softmax_visitor.h
csrc/flash_attn/cutlass/examples/42_ampere_tensorop_group_conv/ampere_tensorop_group_conv.cu
csrc/flash_attn/cutlass/examples/43_ell_block_sparse_gemm/ell_block_sparse_gemm.cu
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/leaky_bias.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/utils.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/fixed_impl/epilogue/threadblock/default_bias_act_epilogue_tensor_op.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/fixed_impl/epilogue/threadblock/default_thread_map_tensor_op_for_fused_bias.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/fixed_impl/epilogue/threadblock/fused_bias_act_epilogue.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/fixed_impl/epilogue/threadblock/output_tile_thread_map_for_fused_bias.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/fixed_impl/epilogue/warp/fused_bias_act_fragment_iterator_tensor_op.h
csrc/flash_attn/cutlass/examples/44_multi_gemm_ir_and_codegen/fixed_impl/gemm/warp/mma_tensor_op_fragment_iterator_without_output_op.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/dual_gemm.cu
csrc/flash_attn/cutlass/examples/45_dual_gemm/dual_gemm_common.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/dual_gemm_run.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/test_run.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/device/dual_gemm.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/kernel/dual_gemm.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/thread/left_silu_and_mul.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/threadblock/dual_epilogue.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/threadblock/dual_mma_base.h
csrc/flash_attn/cutlass/examples/45_dual_gemm/threadblock/dual_mma_multistage.h
csrc/flash_attn/cutlass/examples/46_depthwise_simt_conv2dfprop/depthwise_simt_conv2dfprop.cu
csrc/flash_attn/cutlass/examples/47_ampere_gemm_universal_streamk/ampere_gemm_universal_streamk.cu
csrc/flash_attn/cutlass/examples/48_hopper_warp_specialized_gemm/48_hopper_warp_specialized_gemm.cu
csrc/flash_attn/cutlass/examples/49_hopper_gemm_schedules_with_collective_builder/49_hopper_gemm_schedules_with_collective_builder.cu
csrc/flash_attn/cutlass/examples/49_hopper_gemm_with_collective_builder/49_collective_builder.cu
csrc/flash_attn/cutlass/examples/50_hopper_gemm_with_epilogue_swizzle/50_hopper_gemm_with_epilogue_swizzle.cu
csrc/flash_attn/cutlass/examples/51_hopper_gett/51_hopper_gett.cu
csrc/flash_attn/cutlass/examples/51_hopper_gett/gett_kernel.cuh
csrc/flash_attn/cutlass/examples/60_cutlass_import/main.cpp
csrc/flash_attn/cutlass/examples/common/helper.h
csrc/flash_attn/cutlass/examples/cute/tutorial/sgemm_nt_1.cu
csrc/flash_attn/cutlass/include/cutlass/aligned_buffer.h
csrc/flash_attn/cutlass/include/cutlass/array.h
csrc/flash_attn/cutlass/include/cutlass/array_planar_complex.h
csrc/flash_attn/cutlass/include/cutlass/array_subbyte.h
csrc/flash_attn/cutlass/include/cutlass/barrier.h
csrc/flash_attn/cutlass/include/cutlass/bfloat16.h
csrc/flash_attn/cutlass/include/cutlass/blas3.h
csrc/flash_attn/cutlass/include/cutlass/block_striped.h
csrc/flash_attn/cutlass/include/cutlass/complex.h
csrc/flash_attn/cutlass/include/cutlass/constants.h
csrc/flash_attn/cutlass/include/cutlass/coord.h
csrc/flash_attn/cutlass/include/cutlass/core_io.h
csrc/flash_attn/cutlass/include/cutlass/cutlass.h
csrc/flash_attn/cutlass/include/cutlass/device_kernel.h
csrc/flash_attn/cutlass/include/cutlass/fast_math.h
csrc/flash_attn/cutlass/include/cutlass/float8.h
csrc/flash_attn/cutlass/include/cutlass/floating_point_nvrtc.h
csrc/flash_attn/cutlass/include/cutlass/functional.h
csrc/flash_attn/cutlass/include/cutlass/half.h
csrc/flash_attn/cutlass/include/cutlass/integer_subbyte.h
csrc/flash_attn/cutlass/include/cutlass/kernel_launch.h
csrc/flash_attn/cutlass/include/cutlass/matrix.h
csrc/flash_attn/cutlass/include/cutlass/matrix_coord.h
csrc/flash_attn/cutlass/include/cutlass/matrix_shape.h
csrc/flash_attn/cutlass/include/cutlass/numeric_conversion.h
csrc/flash_attn/cutlass/include/cutlass/numeric_types.h
csrc/flash_attn/cutlass/include/cutlass/pitch_linear_coord.h
csrc/flash_attn/cutlass/include/cutlass/predicate_vector.h
csrc/flash_attn/cutlass/include/cutlass/quaternion.h
csrc/flash_attn/cutlass/include/cutlass/real.h
csrc/flash_attn/cutlass/include/cutlass/relatively_equal.h
csrc/flash_attn/cutlass/include/cutlass/semaphore.h
csrc/flash_attn/cutlass/include/cutlass/subbyte_reference.h
csrc/flash_attn/cutlass/include/cutlass/tensor_coord.h
csrc/flash_attn/cutlass/include/cutlass/tensor_ref.h
csrc/flash_attn/cutlass/include/cutlass/tensor_ref_planar_complex.h
csrc/flash_attn/cutlass/include/cutlass/tensor_view.h
csrc/flash_attn/cutlass/include/cutlass/tensor_view_planar_complex.h
csrc/flash_attn/cutlass/include/cutlass/tfloat32.h
csrc/flash_attn/cutlass/include/cutlass/trace.h
csrc/flash_attn/cutlass/include/cutlass/uint128.h
csrc/flash_attn/cutlass/include/cutlass/wmma_array.h
csrc/flash_attn/cutlass/include/cutlass/arch/arch.h
csrc/flash_attn/cutlass/include/cutlass/arch/barrier.h
csrc/flash_attn/cutlass/include/cutlass/arch/cache_operation.h
csrc/flash_attn/cutlass/include/cutlass/arch/memory.h
csrc/flash_attn/cutlass/include/cutlass/arch/memory_sm75.h
csrc/flash_attn/cutlass/include/cutlass/arch/memory_sm80.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm50.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm60.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm61.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm70.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm75.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm80.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sm90.h
csrc/flash_attn/cutlass/include/cutlass/arch/mma_sparse_sm80.h
csrc/flash_attn/cutlass/include/cutlass/arch/reg_reconfig.h
csrc/flash_attn/cutlass/include/cutlass/arch/simd.h
csrc/flash_attn/cutlass/include/cutlass/arch/simd_sm60.h
csrc/flash_attn/cutlass/include/cutlass/arch/simd_sm61.h
csrc/flash_attn/cutlass/include/cutlass/arch/wmma.h
csrc/flash_attn/cutlass/include/cutlass/arch/wmma_sm70.h
csrc/flash_attn/cutlass/include/cutlass/arch/wmma_sm72.h
csrc/flash_attn/cutlass/include/cutlass/arch/wmma_sm75.h
csrc/flash_attn/cutlass/include/cutlass/conv/conv2d_problem_size.h
csrc/flash_attn/cutlass/include/cutlass/conv/conv3d_problem_size.h
csrc/flash_attn/cutlass/include/cutlass/conv/convolution.h
csrc/flash_attn/cutlass/include/cutlass/conv/device/direct_convolution.h
csrc/flash_attn/cutlass/include/cutlass/conv/device/implicit_gemm_convolution.h
csrc/flash_attn/cutlass/include/cutlass/conv/device/implicit_gemm_convolution_fusion.h
csrc/flash_attn/cutlass/include/cutlass/conv/kernel/default_conv2d.h
csrc/flash_attn/cutlass/include/cutlass/conv/kernel/default_conv2d_dgrad.h
csrc/flash_attn/cutlass/include/cutlass/conv/kernel/default_conv2d_fprop.h
csrc/flash_attn/cutlass/include/cutlass/conv/kernel/default_conv2d_fprop_fusion.h
csrc/flash_attn/cutlass/include/cutlass/conv/kernel/default_conv2d_fprop_with_broadcast.h
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csrc/flash_attn/cutlass/include/cutlass/gemm/threadblock/default_mma_core_sparse_sm80.h
csrc/flash_attn/cutlass/include/cutlass/gemm/threadblock/default_mma_core_with_access_size.h
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csrc/flash_attn/cutlass/include/cutlass/gemm/threadblock/default_mma_core_wmma.h
csrc/flash_attn/cutlass/include/cutlass/gemm/threadblock/default_mma_layernorm_mainloop_fusion.h
csrc/flash_attn/cutlass/include/cutlass/gemm/threadblock/default_mma_planar_complex_multistage.h
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csrc/flash_attn/cutlass/include/cutlass/gemm/threadblock/ell_mma_multistage.h
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csrc/flash_attn/cutlass/include/cutlass/gemm/warp/default_mma_wmma_tensor_op.h
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csrc/flash_attn/src/block_info.h
csrc/flash_attn/src/flash.h
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csrc/flash_attn/src/flash_bwd_hdim128_fp16_sm80.cu
csrc/flash_attn/src/flash_bwd_hdim128_sm80_fp16.cu
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csrc/flash_attn/src/flash_bwd_hdim64_sm80_fp16.cu
csrc/flash_attn/src/flash_bwd_hdim96.cu
csrc/flash_attn/src/flash_bwd_hdim96_bf16_sm80.cu
csrc/flash_attn/src/flash_bwd_hdim96_fp16_sm80.cu
csrc/flash_attn/src/flash_bwd_hdim96_sm80_fp16.cu
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csrc/flash_attn/src/flash_bwd_kernel_bak.h
csrc/flash_attn/src/flash_bwd_kernel_new.h
csrc/flash_attn/src/flash_bwd_kernel_reverse.h
csrc/flash_attn/src/flash_bwd_launch_template.h
csrc/flash_attn/src/flash_fwd_hdim128.cu
csrc/flash_attn/src/flash_fwd_hdim128_bf16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim128_fp16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim128_sm80_fp16.cu
csrc/flash_attn/src/flash_fwd_hdim160.cu
csrc/flash_attn/src/flash_fwd_hdim160_bf16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim160_fp16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim160_sm80_fp16.cu
csrc/flash_attn/src/flash_fwd_hdim192.cu
csrc/flash_attn/src/flash_fwd_hdim192_bf16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim192_fp16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim192_sm80_fp16.cu
csrc/flash_attn/src/flash_fwd_hdim32.cu
csrc/flash_attn/src/flash_fwd_hdim32_bf16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim32_fp16_sm80.cu
csrc/flash_attn/src/flash_fwd_hdim32_sm80_fp16.cu
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csrc/flash_attn/src/flash_fwd_hdim64_sm80_fp16.cu
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csrc/layer_norm/ln_bwd_8192.cu
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csrc/layer_norm/ln_bwd_semi_cuda_kernel_old.cu
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csrc/layer_norm/ln_fwd_2048.cu
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csrc/layer_norm/ln_fwd_512.cu
csrc/layer_norm/ln_fwd_5120.cu
csrc/layer_norm/ln_fwd_6144.cu
csrc/layer_norm/ln_fwd_7168.cu
csrc/layer_norm/ln_fwd_768.cu
csrc/layer_norm/ln_fwd_8192.cu
csrc/layer_norm/ln_fwd_9216.cu
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csrc/layer_norm/ln_fwd_kernels.cuh
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csrc/layer_norm/ln_parallel_bwd_2048.cu
csrc/layer_norm/ln_parallel_bwd_256.cu
csrc/layer_norm/ln_parallel_bwd_2560.cu
csrc/layer_norm/ln_parallel_bwd_3072.cu
csrc/layer_norm/ln_parallel_bwd_4096.cu
csrc/layer_norm/ln_parallel_bwd_512.cu
csrc/layer_norm/ln_parallel_bwd_5120.cu
csrc/layer_norm/ln_parallel_bwd_6144.cu
csrc/layer_norm/ln_parallel_bwd_7168.cu
csrc/layer_norm/ln_parallel_bwd_768.cu
csrc/layer_norm/ln_parallel_bwd_8192.cu
csrc/layer_norm/ln_parallel_fwd_1024.cu
csrc/layer_norm/ln_parallel_fwd_128.cu
csrc/layer_norm/ln_parallel_fwd_1280.cu
csrc/layer_norm/ln_parallel_fwd_1536.cu
csrc/layer_norm/ln_parallel_fwd_2048.cu
csrc/layer_norm/ln_parallel_fwd_256.cu
csrc/layer_norm/ln_parallel_fwd_2560.cu
csrc/layer_norm/ln_parallel_fwd_3072.cu
csrc/layer_norm/ln_parallel_fwd_4096.cu
csrc/layer_norm/ln_parallel_fwd_512.cu
csrc/layer_norm/ln_parallel_fwd_5120.cu
csrc/layer_norm/ln_parallel_fwd_6144.cu
csrc/layer_norm/ln_parallel_fwd_7168.cu
csrc/layer_norm/ln_parallel_fwd_768.cu
csrc/layer_norm/ln_parallel_fwd_8192.cu
csrc/layer_norm/ln_parallel_res_fwd_kernel.cuh
csrc/layer_norm/ln_parallel_residual_bwd_512.cu
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csrc/layer_norm/ln_parallel_residual_fwd_kernel.cuh
csrc/layer_norm/ln_parallel_residual_fwd_kernels.cuh
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flash_attn/flash_attn_interface.py
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flash_attn/flash_attn_triton_varlen.py
flash_attn/flash_blocksparse_attention.py
flash_attn/flash_blocksparse_attn_interface.py
flash_attn/fused_softmax.py
flash_attn/rotary.py
flash_attn.egg-info/PKG-INFO
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flash_attn/layers/__init__.py
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flash_attn/losses/__init__.py
flash_attn/losses/cross_entropy.py
flash_attn/losses/cross_entropy_apex.py
flash_attn/losses/cross_entropy_parallel.py
flash_attn/models/__init__.py
flash_attn/models/bert.py
flash_attn/models/gpt.py
flash_attn/models/gpt_j.py
flash_attn/models/gpt_neox.py
flash_attn/models/gptj.py
flash_attn/models/llama.py
flash_attn/models/opt.py
flash_attn/models/vit.py
flash_attn/modules/__init__.py
flash_attn/modules/block.py
flash_attn/modules/embedding.py
flash_attn/modules/mha.py
flash_attn/modules/mlp.py
flash_attn/ops/__init__.py
flash_attn/ops/activations.py
flash_attn/ops/fused_dense.py
flash_attn/ops/gelu_activation.py
flash_attn/ops/layer_norm.py
flash_attn/ops/rms_norm.py
flash_attn/triton/__init__.py
flash_attn/triton/fused_attention.py
flash_attn/utils/__init__.py
flash_attn/utils/benchmark.py
flash_attn/utils/distributed.py
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flash_attn/utils/pretrained.py