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Nvidia-Optimization-Stack-VLLM
Nvidia-Optimization-Stack-VLLM
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benchmarks
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kernels
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main
main
cpu
deepgemm
ir
__init__.py
bench_concat_mla_q.py
bench_cp_gather_fp8.py
bench_cpu_sampling.py
benchmark_2d_silu_mul_fp8_quant.py
benchmark_activation.py
benchmark_block_fp8_gemm.py
benchmark_cp_gather.py
benchmark_cutlass_moe_fp8.py
benchmark_cutlass_moe_nvfp4.py
benchmark_device_communicators.py
benchmark_dsv41_mega_attn.py
benchmark_flydsl_moe_w4a16.py
benchmark_fp8_gemm.py
benchmark_fused_collective.py
benchmark_fused_moe_lora_one_shot.py
benchmark_fused_q_cutedsl.py
benchmark_fused_topk.py
benchmark_gelu_and_mul_sparse.py
benchmark_gemm_rs_ar.py
benchmark_grouped_gemm_cutlass.py
benchmark_host_buffer_kv_copy.py
benchmark_hy_v4_ihc.py
benchmark_inkling_qkvr_prep.py
benchmark_int8_gemm.py
benchmark_k3_cutedsl_residual.py
benchmark_kimi_k3_attn_res.py
benchmark_kimi_k3_kda_decode.py
benchmark_kimi_k3_kda_projection.py
benchmark_kimi_k3_latent_moe_tail.py
benchmark_kimi_k3_sp_collectives.py
benchmark_layernorm.py
benchmark_lora.py
benchmark_machete.py
benchmark_marlin.py
benchmark_mla_k_concat.py
benchmark_moe.py
benchmark_moe_align_block_size.py
benchmark_moe_defaults.py
benchmark_moe_permute_unpermute.py
benchmark_mrope.py
benchmark_multimem_reduce_scatter.py
benchmark_mxfp4_qutlass.py
benchmark_nvfp4_gemm.py
benchmark_nvfp4_quant.py
benchmark_nvfp4_qutlass.py
benchmark_paged_attention.py
benchmark_per_token_group_quant.py
benchmark_per_token_quant_fp8.py
benchmark_persistent_topk.py
benchmark_quant.py
benchmark_rdna_hybrid_w4a16_gemm.py
benchmark_relu_squared.py
benchmark_reshape_and_cache.py
benchmark_reshape_and_cache_flash.py
benchmark_rope.py
benchmark_router_gemm.py
benchmark_selective_state_update.py
benchmark_shapes.py
benchmark_silu_mul_fp8_quant.py
benchmark_thinking_budget.py
benchmark_top_k_per_row_decode.py
benchmark_trtllm_decode_attention.py
benchmark_trtllm_prefill_attention.py
benchmark_vit_aiter_fp8_attn.py
benchmark_vit_bilinear_pos_embed.py
benchmark_vit_fp8_attn.py
benchmark_vocab_parallel_embedding.py
benchmark_w8a8_block_fp8.py
graph_machete_bench.py
requirements.txt
utils.py
weight_shapes.py