MANIFEST.in
README.md
build.txt
setup.cfg
setup.py
version.txt
accelerator/__init__.py
accelerator/abstract_accelerator.py
accelerator/cpu_accelerator.py
accelerator/cuda_accelerator.py
accelerator/hpu_accelerator.py
accelerator/mps_accelerator.py
accelerator/npu_accelerator.py
accelerator/real_accelerator.py
accelerator/xpu_accelerator.py
bin/deepspeed
bin/deepspeed.pt
bin/ds
bin/ds_bench
bin/ds_elastic
bin/ds_report
bin/ds_ssh
bin/dsr
csrc/adagrad/cpu_adagrad.cpp
csrc/adam/cpu_adam.cpp
csrc/adam/cpu_adam_impl.cpp
csrc/adam/fused_adam_frontend.cpp
csrc/adam/multi_tensor_adam.cu
csrc/adam/multi_tensor_apply.cuh
csrc/aio/common/deepspeed_aio_common.cpp
csrc/aio/common/deepspeed_aio_common.h
csrc/aio/common/deepspeed_aio_types.cpp
csrc/aio/common/deepspeed_aio_types.h
csrc/aio/common/deepspeed_aio_utils.cpp
csrc/aio/common/deepspeed_aio_utils.h
csrc/aio/py_lib/deepspeed_aio_thread.cpp
csrc/aio/py_lib/deepspeed_aio_thread.h
csrc/aio/py_lib/deepspeed_pin_tensor.cpp
csrc/aio/py_lib/deepspeed_pin_tensor.h
csrc/aio/py_lib/deepspeed_py_aio.cpp
csrc/aio/py_lib/deepspeed_py_aio.h
csrc/aio/py_lib/deepspeed_py_aio_handle.cpp
csrc/aio/py_lib/deepspeed_py_aio_handle.h
csrc/aio/py_lib/deepspeed_py_copy.cpp
csrc/aio/py_lib/deepspeed_py_copy.h
csrc/aio/py_lib/py_ds_aio.cpp
csrc/common/custom_cuda_kernel.cu
csrc/cpu/adam/fused_adam.cpp
csrc/cpu/comm/ccl.cpp
csrc/cpu/comm/shm.cpp
csrc/cpu/comm/shm.h
csrc/cpu/comm/shm_interface.cpp
csrc/cpu/lion/fused_lion.cpp
csrc/deepspeed4science/evoformer_attn/attention.cpp
csrc/deepspeed4science/evoformer_attn/attention_back.cu
csrc/deepspeed4science/evoformer_attn/attention_cu.cu
csrc/deepspeed4science/evoformer_attn/gemm_kernel_utils.h
csrc/deepspeed4science/evoformer_attn/kernel_backward.h
csrc/deepspeed4science/evoformer_attn/kernel_forward.h
csrc/deepspeed4science/evoformer_attn/epilogue/epilogue_grad_bias.h
csrc/deepspeed4science/evoformer_attn/epilogue/epilogue_pipelined.h
csrc/deepspeed4science/evoformer_attn/epilogue/epilogue_rescale_output.h
csrc/deepspeed4science/evoformer_attn/epilogue/epilogue_thread_apply_logsumexp.h
csrc/deepspeed4science/evoformer_attn/gemm/custom_mma.h
csrc/deepspeed4science/evoformer_attn/gemm/custom_mma_base.h
csrc/deepspeed4science/evoformer_attn/gemm/custom_mma_multistage.h
csrc/deepspeed4science/evoformer_attn/gemm/custom_mma_pipelined.h
csrc/deepspeed4science/evoformer_attn/gemm/find_default_mma.h
csrc/deepspeed4science/evoformer_attn/gemm/mma_accum_lambda_iterator.h
csrc/deepspeed4science/evoformer_attn/gemm/mma_from_smem.h
csrc/deepspeed4science/evoformer_attn/iterators/epilogue_predicated_tile_iterator.h
csrc/deepspeed4science/evoformer_attn/iterators/make_residual_last.h
csrc/deepspeed4science/evoformer_attn/iterators/predicated_tile_access_iterator_residual_last.h
csrc/deepspeed4science/evoformer_attn/iterators/predicated_tile_iterator_atomic.h
csrc/deepspeed4science/evoformer_attn/iterators/predicated_tile_iterator_residual_last.h
csrc/deepspeed4science/evoformer_attn/iterators/transpose_warp_iterator.h
csrc/deepspeed4science/evoformer_attn/iterators/warp_iterator_from_smem.h
csrc/deepspeed4science/evoformer_attn/transform/bias_broadcast.h
csrc/deepspeed4science/evoformer_attn/transform/tile_smem_loader.h
csrc/fp_quantizer/quantize.cpp
csrc/fp_quantizer/quantize.cu
csrc/fp_quantizer/includes/context.h
csrc/fp_quantizer/includes/quantize.h
csrc/includes/StopWatch.h
csrc/includes/Timer.h
csrc/includes/activation_type.h
csrc/includes/compat.h
csrc/includes/context.h
csrc/includes/conversion_utils.h
csrc/includes/cpu_adagrad.h
csrc/includes/cpu_adam.h
csrc/includes/cpu_lion.h
csrc/includes/cublas_wrappers.h
csrc/includes/custom_cuda_layers.h
csrc/includes/dequantization_utils.h
csrc/includes/dropout.h
csrc/includes/ds_kernel_utils.h
csrc/includes/ds_transformer_cuda.h
csrc/includes/feed_forward.h
csrc/includes/gelu.h
csrc/includes/gemm_test.h
csrc/includes/general_kernels.h
csrc/includes/memory_access_utils.h
csrc/includes/normalize_layer.h
csrc/includes/quantization.h
csrc/includes/quantization_utils.h
csrc/includes/quantizer.h
csrc/includes/reduction_utils.h
csrc/includes/simd.h
csrc/includes/softmax.h
csrc/includes/strided_batch_gemm.h
csrc/includes/type_shim.h
csrc/lamb/fused_lamb_cuda.cpp
csrc/lamb/fused_lamb_cuda_kernel.cu
csrc/lion/cpu_lion.cpp
csrc/lion/cpu_lion_impl.cpp
csrc/lion/fused_lion_frontend.cpp
csrc/lion/multi_tensor_apply.cuh
csrc/lion/multi_tensor_lion.cu
csrc/quantization/dequantize.cu
csrc/quantization/fake_quantizer.cu
csrc/quantization/pt_binding.cpp
csrc/quantization/quant_reduce.cu
csrc/quantization/quantize.cu
csrc/quantization/quantize_intX.cu
csrc/quantization/swizzled_quantize.cu
csrc/random_ltd/gather_scatter.cu
csrc/random_ltd/pt_binding.cpp
csrc/random_ltd/slice_attn_masks.cu
csrc/random_ltd/token_sort.cu
csrc/sparse_attention/utils.cpp
csrc/spatial/csrc/opt_bias_add.cu
csrc/spatial/csrc/pt_binding.cpp
csrc/spatial/includes/spatial_cuda_layers.h
csrc/transformer/cublas_wrappers.cu
csrc/transformer/dropout_kernels.cu
csrc/transformer/ds_transformer_cuda.cpp
csrc/transformer/gelu_kernels.cu
csrc/transformer/general_kernels.cu
csrc/transformer/normalize_kernels.cu
csrc/transformer/softmax_kernels.cu
csrc/transformer/transform_kernels.cu
csrc/transformer/inference/csrc/apply_rotary_pos_emb.cu
csrc/transformer/inference/csrc/dequantize.cu
csrc/transformer/inference/csrc/gelu.cu
csrc/transformer/inference/csrc/layer_norm.cu
csrc/transformer/inference/csrc/pointwise_ops.cu
csrc/transformer/inference/csrc/pt_binding.cpp
csrc/transformer/inference/csrc/relu.cu
csrc/transformer/inference/csrc/rms_norm.cu
csrc/transformer/inference/csrc/softmax.cu
csrc/transformer/inference/csrc/transform.cu
csrc/transformer/inference/includes/inference_context.h
csrc/transformer/inference/includes/inference_cublas_wrappers.h
csrc/transformer/inference/includes/inference_cuda_layers.h
csrc/utils/flatten_unflatten.cpp
csrc/xpu/adagrad/cpu_adagrad.cpp
csrc/xpu/adam/cpu_adam.cpp
csrc/xpu/adam/cpu_adam_impl.cpp
csrc/xpu/adam/fused_adam_frontend.cpp
csrc/xpu/adam/multi_tensor_adam.dp.cpp
csrc/xpu/common/custom_cuda_kernel.dp.cpp
csrc/xpu/includes/compat.h
csrc/xpu/includes/cpu_adagrad.h
csrc/xpu/includes/cpu_adam.h
csrc/xpu/includes/simd.h
csrc/xpu/includes/type_shim.h
deepspeed/__init__.py
deepspeed/constants.py
deepspeed/env_report.py
deepspeed/git_version_info.py
deepspeed/git_version_info_installed.py
deepspeed/pydantic_v1.py
deepspeed.egg-info/PKG-INFO
deepspeed.egg-info/SOURCES.txt
deepspeed.egg-info/dependency_links.txt
deepspeed.egg-info/entry_points.txt
deepspeed.egg-info/requires.txt
deepspeed.egg-info/top_level.txt
deepspeed/accelerator/__init__.py
deepspeed/accelerator/abstract_accelerator.py
deepspeed/accelerator/cpu_accelerator.py
deepspeed/accelerator/cuda_accelerator.py
deepspeed/accelerator/hpu_accelerator.py
deepspeed/accelerator/mps_accelerator.py
deepspeed/accelerator/npu_accelerator.py
deepspeed/accelerator/real_accelerator.py
deepspeed/accelerator/xpu_accelerator.py
deepspeed/autotuning/__init__.py
deepspeed/autotuning/autotuner.py
deepspeed/autotuning/config.py
deepspeed/autotuning/constants.py
deepspeed/autotuning/scheduler.py
deepspeed/autotuning/utils.py
deepspeed/autotuning/config_templates/template_zero0.json
deepspeed/autotuning/config_templates/template_zero1.json
deepspeed/autotuning/config_templates/template_zero2.json
deepspeed/autotuning/config_templates/template_zero3.json
deepspeed/autotuning/tuner/__init__.py
deepspeed/autotuning/tuner/base_tuner.py
deepspeed/autotuning/tuner/cost_model.py
deepspeed/autotuning/tuner/index_based_tuner.py
deepspeed/autotuning/tuner/model_based_tuner.py
deepspeed/autotuning/tuner/utils.py
deepspeed/checkpoint/__init__.py
deepspeed/checkpoint/constants.py
deepspeed/checkpoint/deepspeed_checkpoint.py
deepspeed/checkpoint/ds_to_universal.py
deepspeed/checkpoint/reshape_3d_utils.py
deepspeed/checkpoint/reshape_meg_2d.py
deepspeed/checkpoint/reshape_utils.py
deepspeed/checkpoint/universal_checkpoint.py
deepspeed/checkpoint/utils.py
deepspeed/checkpoint/zero_checkpoint.py
deepspeed/comm/__init__.py
deepspeed/comm/backend.py
deepspeed/comm/ccl.py
deepspeed/comm/comm.py
deepspeed/comm/config.py
deepspeed/comm/constants.py
deepspeed/comm/reduce_op.py
deepspeed/comm/torch.py
deepspeed/comm/utils.py
deepspeed/compression/__init__.py
deepspeed/compression/basic_layer.py
deepspeed/compression/compress.py
deepspeed/compression/config.py
deepspeed/compression/constants.py
deepspeed/compression/helper.py
deepspeed/compression/scheduler.py
deepspeed/compression/utils.py
deepspeed/elasticity/__init__.py
deepspeed/elasticity/config.py
deepspeed/elasticity/constants.py
deepspeed/elasticity/elastic_agent.py
deepspeed/elasticity/elasticity.py
deepspeed/elasticity/utils.py
deepspeed/inference/__init__.py
deepspeed/inference/config.py
deepspeed/inference/engine.py
deepspeed/inference/quantization/__init__.py
deepspeed/inference/quantization/layers.py
deepspeed/inference/quantization/quantization.py
deepspeed/inference/quantization/quantization_context.py
deepspeed/inference/quantization/utils.py
deepspeed/inference/v2/__init__.py
deepspeed/inference/v2/allocator.py
deepspeed/inference/v2/config_v2.py
deepspeed/inference/v2/engine_factory.py
deepspeed/inference/v2/engine_v2.py
deepspeed/inference/v2/inference_parameter.py
deepspeed/inference/v2/inference_utils.py
deepspeed/inference/v2/logging.py
deepspeed/inference/v2/scheduling_utils.py
deepspeed/inference/v2/checkpoint/__init__.py
deepspeed/inference/v2/checkpoint/base_engine.py
deepspeed/inference/v2/checkpoint/huggingface_engine.py
deepspeed/inference/v2/checkpoint/in_memory_engine.py
deepspeed/inference/v2/kernels/__init__.py
deepspeed/inference/v2/kernels/ds_kernel.py
deepspeed/inference/v2/kernels/core_ops/__init__.py
deepspeed/inference/v2/kernels/core_ops/core_ops.cpp
deepspeed/inference/v2/kernels/core_ops/bias_activations/__init__.py
deepspeed/inference/v2/kernels/core_ops/bias_activations/bias_activation.cpp
deepspeed/inference/v2/kernels/core_ops/bias_activations/bias_activation.h
deepspeed/inference/v2/kernels/core_ops/bias_activations/bias_activation.py
deepspeed/inference/v2/kernels/core_ops/bias_activations/bias_activation_cuda.cu
deepspeed/inference/v2/kernels/core_ops/blas_kernels/__init__.py
deepspeed/inference/v2/kernels/core_ops/blas_kernels/blas.h
deepspeed/inference/v2/kernels/core_ops/blas_kernels/blas_linear.py
deepspeed/inference/v2/kernels/core_ops/blas_kernels/blas_utils.h
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/__init__.py
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/cuda_fp_ln_base.py
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/cuda_ln.py
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/cuda_post_ln.py
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/cuda_pre_ln.py
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/layer_norm.cpp
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/layer_norm.h
deepspeed/inference/v2/kernels/core_ops/cuda_layer_norm/layer_norm_cuda.cu
deepspeed/inference/v2/kernels/core_ops/cuda_linear/__init__.py
deepspeed/inference/v2/kernels/core_ops/cuda_linear/cuda_linear.py
deepspeed/inference/v2/kernels/core_ops/cuda_linear/linear_kernels.cpp
deepspeed/inference/v2/kernels/core_ops/cuda_linear/linear_kernels.h
deepspeed/inference/v2/kernels/core_ops/cuda_linear/linear_kernels_cuda.cu
deepspeed/inference/v2/kernels/core_ops/cuda_linear/linear_kernels_cuda.h
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/configs.h
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/kernel_matmul.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/kernel_reduction.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/ptx_cp.async.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/ptx_mma.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/utils_core.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/utils_gmem.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/utils_paralleldequant.cuh
deepspeed/inference/v2/kernels/core_ops/cuda_linear/include/weight_prepacking.h
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/__init__.py
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/rms_norm.cpp
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/rms_norm.h
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/rms_norm.py
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/rms_norm_base.py
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/rms_norm_cuda.cu
deepspeed/inference/v2/kernels/core_ops/cuda_rms_norm/rms_pre_norm.py
deepspeed/inference/v2/kernels/core_ops/gated_activations/__init__.py
deepspeed/inference/v2/kernels/core_ops/gated_activations/gated_activation.py
deepspeed/inference/v2/kernels/core_ops/gated_activations/gated_activation_kernels.cpp
deepspeed/inference/v2/kernels/core_ops/gated_activations/gated_activation_kernels.h
deepspeed/inference/v2/kernels/core_ops/gated_activations/gated_activation_kernels_cuda.cu
deepspeed/inference/v2/kernels/cutlass_ops/__init__.py
deepspeed/inference/v2/kernels/cutlass_ops/cutlass_ops.cpp
deepspeed/inference/v2/kernels/cutlass_ops/mixed_gemm/__init__.py
deepspeed/inference/v2/kernels/cutlass_ops/mixed_gemm/mixed_gemm.cu
deepspeed/inference/v2/kernels/cutlass_ops/mixed_gemm/mixed_gemm.h
deepspeed/inference/v2/kernels/cutlass_ops/mixed_gemm/mixed_gemm.py
deepspeed/inference/v2/kernels/cutlass_ops/mixed_gemm/mixed_gemm_api.h
deepspeed/inference/v2/kernels/cutlass_ops/moe_gemm/__init__.py
deepspeed/inference/v2/kernels/cutlass_ops/moe_gemm/mixed_moe_gemm.py
deepspeed/inference/v2/kernels/cutlass_ops/moe_gemm/moe_gemm.cu
deepspeed/inference/v2/kernels/cutlass_ops/moe_gemm/moe_gemm.h
deepspeed/inference/v2/kernels/cutlass_ops/moe_gemm/moe_gemm.py
deepspeed/inference/v2/kernels/cutlass_ops/moe_gemm/moe_gemm_api.h
deepspeed/inference/v2/kernels/cutlass_ops/shared_resources/weight_variant.h
deepspeed/inference/v2/kernels/includes/activation_type.h
deepspeed/inference/v2/kernels/includes/conversion_utils.h
deepspeed/inference/v2/kernels/includes/ds_kernel_utils.h
deepspeed/inference/v2/kernels/includes/memory_access_utils.h
deepspeed/inference/v2/kernels/includes/reduction_utils.h
deepspeed/inference/v2/kernels/ragged_ops/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/ragged_ops.cpp
deepspeed/inference/v2/kernels/ragged_ops/atom_builder/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/atom_builder/atom_builder.cpp
deepspeed/inference/v2/kernels/ragged_ops/atom_builder/atom_builder.h
deepspeed/inference/v2/kernels/ragged_ops/atom_builder/atom_builder.py
deepspeed/inference/v2/kernels/ragged_ops/blocked_flash/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/blocked_flash/attention_atom.h
deepspeed/inference/v2/kernels/ragged_ops/blocked_flash/blocked_flash.cpp
deepspeed/inference/v2/kernels/ragged_ops/blocked_flash/blocked_flash.h
deepspeed/inference/v2/kernels/ragged_ops/blocked_flash/blocked_flash.py
deepspeed/inference/v2/kernels/ragged_ops/blocked_flash/flash.h
deepspeed/inference/v2/kernels/ragged_ops/embed/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/embed/embed.cpp
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deepspeed/inference/v2/kernels/ragged_ops/embed/embed.py
deepspeed/inference/v2/kernels/ragged_ops/embed/embed_cuda.cu
deepspeed/inference/v2/kernels/ragged_ops/includes/top_k_utils.h
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/blocked_kv_rotary.cpp
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/blocked_kv_rotary.cuh
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/blocked_kv_rotary.h
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/blocked_kv_rotary.py
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/blocked_kv_rotary_cuda.cu
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/blocked_trained_kv_rotary.py
deepspeed/inference/v2/kernels/ragged_ops/linear_blocked_kv_rotary/linear_blocked_kv_copy.py
deepspeed/inference/v2/kernels/ragged_ops/logits_gather/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/logits_gather/logits_gather.cpp
deepspeed/inference/v2/kernels/ragged_ops/logits_gather/logits_gather.cuh
deepspeed/inference/v2/kernels/ragged_ops/logits_gather/logits_gather.h
deepspeed/inference/v2/kernels/ragged_ops/logits_gather/logits_gather.py
deepspeed/inference/v2/kernels/ragged_ops/logits_gather/logits_gather_cuda.cu
deepspeed/inference/v2/kernels/ragged_ops/moe_gather/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/moe_gather/moe_gather.cpp
deepspeed/inference/v2/kernels/ragged_ops/moe_gather/moe_gather.cuh
deepspeed/inference/v2/kernels/ragged_ops/moe_gather/moe_gather.h
deepspeed/inference/v2/kernels/ragged_ops/moe_gather/moe_gather.py
deepspeed/inference/v2/kernels/ragged_ops/moe_gather/moe_gather_cuda.cu
deepspeed/inference/v2/kernels/ragged_ops/moe_scatter/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/moe_scatter/moe_scatter.cpp
deepspeed/inference/v2/kernels/ragged_ops/moe_scatter/moe_scatter.cuh
deepspeed/inference/v2/kernels/ragged_ops/moe_scatter/moe_scatter.h
deepspeed/inference/v2/kernels/ragged_ops/moe_scatter/moe_scatter.py
deepspeed/inference/v2/kernels/ragged_ops/moe_scatter/moe_scatter_cuda.cu
deepspeed/inference/v2/kernels/ragged_ops/ragged_helpers/ragged_dtypes.h
deepspeed/inference/v2/kernels/ragged_ops/ragged_helpers/ragged_kernel_helpers.cpp
deepspeed/inference/v2/kernels/ragged_ops/ragged_helpers/ragged_kernel_helpers.h
deepspeed/inference/v2/kernels/ragged_ops/top_k_gating/__init__.py
deepspeed/inference/v2/kernels/ragged_ops/top_k_gating/top_k_gating.cpp
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op_builder/__init__.py
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op_builder/builder.py
op_builder/cpu_adagrad.py
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requirements/requirements-1bit-mpi.txt
requirements/requirements-autotuning-ml.txt
requirements/requirements-autotuning.txt
requirements/requirements-cpu.txt
requirements/requirements-dev.txt
requirements/requirements-inf.txt
requirements/requirements-readthedocs.txt
requirements/requirements-sd.txt
requirements/requirements-sparse_attn.txt
requirements/requirements-sparse_pruning.txt
requirements/requirements-triton.txt
requirements/requirements.txt