#include #include #include #include #include "cuda_utils.h" #include "greenctx_stream.h" std::vector create_greenctx_stream_fallback(CUgreenCtx gctx[2]) { CUstream streamA, streamB; CUcontext ctx; // Stream A CUDA_DRV(cuCtxFromGreenCtx(&ctx, gctx[0])); CUDA_DRV(cuCtxPushCurrent(ctx)); CUDA_DRV(cuStreamCreate(&streamA, CU_STREAM_NON_BLOCKING)); CUDA_DRV(cuCtxPopCurrent(nullptr)); // Stream B CUDA_DRV(cuCtxFromGreenCtx(&ctx, gctx[1])); CUDA_DRV(cuCtxPushCurrent(ctx)); CUDA_DRV(cuStreamCreate(&streamB, CU_STREAM_NON_BLOCKING)); CUDA_DRV(cuCtxPopCurrent(nullptr)); return {(int64_t)streamA, (int64_t)streamB}; } #if CUDA_VERSION >= 12050 std::vector create_greenctx_stream_direct(CUgreenCtx gctx[2]) { CUstream streamA; CUstream streamB; CUDA_DRV(cuGreenCtxStreamCreate(&streamA, gctx[0], CU_STREAM_NON_BLOCKING, 0)); CUDA_DRV(cuGreenCtxStreamCreate(&streamB, gctx[1], CU_STREAM_NON_BLOCKING, 0)); std::vector vec = {(int64_t)streamA, (int64_t)streamB}; return vec; } #endif std::vector create_greenctx_stream_by_value(int64_t smA, int64_t smB, int64_t device) { TORCH_CHECK(CUDA_VERSION >= 12040, "Green Contexts feature requires CUDA Toolkit 12.4 or newer."); CUgreenCtx gctx[3]; CUdevResourceDesc desc[3]; CUdevResource input; CUdevResource resources[4]; unsigned int nbGroups = 1; if (smA <= 0 || smB <= 0) { TORCH_CHECK(false, "SM counts must be positive"); } CUDA_DRV(cuDeviceGetDevResource((CUdevice)device, &input, CU_DEV_RESOURCE_TYPE_SM)); unsigned int minCount = (unsigned int)(smA + smB); unsigned int minCountA = (unsigned int)(smA); TORCH_CHECK(minCount <= input.sm.smCount, "Not enough SMs available for the requested configuration"); CUDA_DRV(cuDevSmResourceSplitByCount(&resources[2], &nbGroups, &input, &resources[3], 0, minCount)); CUDA_DRV(cuDevResourceGenerateDesc(&desc[2], &resources[2], 1)); CUDA_DRV(cuGreenCtxCreate(&gctx[2], desc[2], (CUdevice)device, CU_GREEN_CTX_DEFAULT_STREAM)); CUDA_DRV(cuGreenCtxGetDevResource(gctx[2], &input, CU_DEV_RESOURCE_TYPE_SM)); CUDA_DRV(cuDevSmResourceSplitByCount(&resources[0], &nbGroups, &input, &resources[1], 0, minCountA)); CUDA_DRV(cuDevResourceGenerateDesc(&desc[0], &resources[0], 1)); CUDA_DRV(cuGreenCtxCreate(&gctx[0], desc[0], (CUdevice)device, CU_GREEN_CTX_DEFAULT_STREAM)); CUDA_DRV(cuDevResourceGenerateDesc(&desc[1], &resources[1], 1)); CUDA_DRV(cuGreenCtxCreate(&gctx[1], desc[1], (CUdevice)device, CU_GREEN_CTX_DEFAULT_STREAM)); int smCountA = resources[0].sm.smCount; int smCountB = resources[1].sm.smCount; std::vector stream_handles; #if CUDA_VERSION >= 12050 stream_handles = create_greenctx_stream_direct(gctx); #else stream_handles = create_greenctx_stream_fallback(gctx); #endif CUDA_DRV(cuGreenCtxDestroy(gctx[2])); std::vector vec = { stream_handles[0], // streamA stream_handles[1], // streamB (int64_t)smCountA, (int64_t)smCountB}; return vec; }