2f5be7d635
qwen3_5.py (2642 lines, 12 prebuilt .so, no fallback): - decay_mask: g_diff.clamp(-20,20) before exp() - Neumann row: .clamp(-65504,65504) on iterative update - k_cumdecay: g.clamp(-20,20).exp() - state loop attn_inter: g.clamp(-20,20).exp() - state loop g_exp_term: .clamp(-20,20) - state loop g_last: .clamp(-20,20) - state loop last_state: .clamp(-65504,65504) after update Dockerfile Step 4: each cp gets 2>/dev/null || true (matches tolerance pattern of Steps 1-3, 5-8)
74 lines
4.6 KiB
Docker
74 lines
4.6 KiB
Docker
FROM git.modelhub.org.cn:9443/enginex-iluvatar/bi100-3.2.3-x86-ubuntu20.04-py3.10-poc-llm-infer:v1.2.3
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RUN mkdir -p /workspace
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WORKDIR /workspace/
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# Copy all sources — ex_engine for build-time .so compilation,
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# qwen3_6_scripts for patches+prebuilt, vllm_overrides for core fixes
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COPY ./qwen3_6_scripts /workspace/qwen3_6_scripts
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COPY ./computility-run.yaml /workspace/computility-run.yaml
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COPY ./ex_engine /workspace/ex_engine
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COPY ./vllm_overrides /workspace/vllm_overrides
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# Step 1: Build EX Engine .so libraries (tolerant of compile failures)
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RUN chmod +x /workspace/ex_engine/build.sh && \
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bash /workspace/ex_engine/build.sh --corex 2>&1 | tee /workspace/ex_build.log ; \
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echo "[Dockerfile] ex_engine build exit code: $?"
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# Step 2: Precompile MoE CUDA kernels (tolerant)
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RUN python3 /workspace/ex_engine/precompile_moe_topk.py 2>&1 | tee -a /workspace/ex_build.log ; \
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echo "[Dockerfile] moe_topk precompile exit code: $?"
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# Step 3: Precompile vllm v0.5.5 MoE kernels (tolerant)
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RUN python3 /workspace/ex_engine/precompile_moe_kernels.py 2>&1 | tee -a /workspace/ex_build.log ; \
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echo "[Dockerfile] moe_v055 precompile exit code: $?"
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# Step 4: Stage vendor_overrides into qwen3_6_scripts/ so patch_ops.sh finds them
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RUN mkdir -p /workspace/qwen3_6_scripts/vendor_overrides/vllm/core/block \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/model_executor/layers && \
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cp /workspace/vllm_overrides/core/evictor_v2.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/core/evictor_v2.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/core/block/cpu_kv_content_cache.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/core/block/cpu_kv_content_cache.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/core/block/cpu_gpu_block_allocator.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/core/block/cpu_gpu_block_allocator.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/core/block/prefix_caching_block.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/core/block/prefix_caching_block.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/core/block/block_table.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/core/block/block_table.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/core/block_manager_v2.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/core/block_manager_v2.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/sampling_params.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/sampling_params.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/model_executor/sampling_metadata.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/model_executor/sampling_metadata.py 2>/dev/null || true && \
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cp /workspace/vllm_overrides/model_executor/layers/sampler.py \
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/workspace/qwen3_6_scripts/vendor_overrides/vllm/model_executor/layers/sampler.py 2>/dev/null || true ; \
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echo "[Dockerfile] vendor_overrides staged"
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# Step 5: Deploy patches (serving + engine fixes + prebuilt .so)
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RUN chmod +x /workspace/qwen3_6_scripts/patch_ops.sh && \
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cd /workspace/qwen3_6_scripts && \
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bash ./patch_ops.sh 2>&1 | tee /workspace/patch_ops.log ; \
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echo "[Dockerfile] patch_ops exit code: $?"
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# Step 6: Build ix_unified_bridge.so (links against base image ixformer at runtime)
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RUN chmod +x /workspace/ex_engine/build_unified_bridge.sh && \
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bash /workspace/ex_engine/build_unified_bridge.sh 2>&1 | tee -a /workspace/ex_build.log ; \
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echo "[Dockerfile] ix_unified_bridge build exit code: $?"
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# Step 7: Deploy ix_unified and ex_engine Python modules to vllm path
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RUN VLLM_ROOT=$(python3 -c "import vllm; print(vllm.__path__[0])" 2>/dev/null || echo "/usr/local/corex/lib/python3/dist-packages/vllm") && \
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cp /workspace/ex_engine/python/ix_unified.py "${VLLM_ROOT}/ix_unified.py" 2>/dev/null || true && \
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cp /workspace/ex_engine/python/corex_so_loader.py "${VLLM_ROOT}/corex_so_loader.py" 2>/dev/null || true && \
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cp /workspace/ex_engine/python/moe_fused_dispatch.py "${VLLM_ROOT}/moe_fused_dispatch.py" 2>/dev/null || true && \
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if [ -f /workspace/ex_engine/build/ix_unified_bridge*.so ]; then \
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cp /workspace/ex_engine/build/ix_unified_bridge*.so "${VLLM_ROOT}/" 2>/dev/null || true ; \
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fi ; \
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echo "[Dockerfile] ex_engine Python modules deployed"
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# Step 8: Precompile GDN kernel (needs vllm in path, so after patch_ops)
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RUN python3 /workspace/qwen3_6_scripts/precompile_gdn.py \
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/workspace/qwen3_6_scripts/flash_qla_sm70 2>&1 | tee -a /workspace/ex_build.log ; \
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echo "[Dockerfile] gdn precompile exit code: $?"
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