From 9a4d60dc4e5a1212ccc6cd152ee1bd9d623a7113 Mon Sep 17 00:00:00 2001 From: Stella Date: Thu, 6 Aug 2026 01:45:23 +0000 Subject: [PATCH 1/7] Add SM100 CuTe DSL GRPO fast path Use the reusable PR #1339 row-reduction GEMM for fused-linear selective log probabilities and their backward pass on B200-class GPUs. Preserve the existing path as the fallback for unsupported inputs.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- benchmark/README.md | 4 +- benchmark/scripts/run_cutedsl_compare.py | 2 + .../chunked_loss/fused_linear_ppo.py | 10 +- src/liger_kernel/ops/__init__.py | 1 + src/liger_kernel/ops/cutedsl/ops/__init__.py | 4 + src/liger_kernel/ops/cutedsl/ops/grpo_loss.py | 162 ++++++++++++++++++ src/liger_kernel/ops/grpo_loss.py | 15 ++ test/cutedsl/test_grpo_loss.py | 47 +++++ 8 files changed, 240 insertions(+), 5 deletions(-) create mode 100644 src/liger_kernel/ops/cutedsl/ops/grpo_loss.py create mode 100644 test/cutedsl/test_grpo_loss.py diff --git a/benchmark/README.md b/benchmark/README.md index 1e33bcd2e..9e1a45174 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -158,7 +158,7 @@ device) that is opt-in via the `LIGER_KERNEL_IMPL` environment variable: * **CuTile** (`LIGER_KERNEL_IMPL=cutile`) — for `cross_entropy`, `fused_linear_jsd`, `geglu`, `jsd`, `layer_norm`. * **CuTe-DSL** (`LIGER_KERNEL_IMPL=cutedsl`) — for `cross_entropy`, - `fused_linear_cross_entropy`, and `rms_norm`. + `fused_linear_cross_entropy`, `grpo_loss`, and `rms_norm`. To benchmark a kernel's Triton and alternative backend **side by side in one CSV**, use the corresponding compare driver. It runs the standard @@ -176,6 +176,8 @@ python run_cutile_compare.py --kernel cross_entropy [--model llama_3_8b] [--over python run_cutedsl_compare.py --kernel cross_entropy [--overwrite] python run_cutedsl_compare.py --kernel fused_linear_cross_entropy \ [--model llama_3_8b] [--overwrite] +python run_cutedsl_compare.py --kernel grpo_loss \ + [--model llama_3_8b] [--overwrite] ``` Any extra args (`--model`, `--sweep-mode`, `--bt`, `--overwrite`) are forwarded diff --git a/benchmark/scripts/run_cutedsl_compare.py b/benchmark/scripts/run_cutedsl_compare.py index c9d157f31..4f878240a 100644 --- a/benchmark/scripts/run_cutedsl_compare.py +++ b/benchmark/scripts/run_cutedsl_compare.py @@ -3,6 +3,7 @@ Workflow: python scripts/run_cutedsl_compare.py --kernel cross_entropy [benchmark args...] python scripts/run_cutedsl_compare.py --kernel fused_linear_cross_entropy [benchmark args...] + python scripts/run_cutedsl_compare.py --kernel grpo_loss [benchmark args...] This driver spawns the per-kernel benchmark script in two subprocesses with different env vars, so all three series (liger_triton / liger_cutedsl / @@ -22,6 +23,7 @@ CUTEDSL_ENABLED_KERNELS = [ "cross_entropy", "fused_linear_cross_entropy", + "grpo_loss", "rms_norm", ] diff --git a/src/liger_kernel/chunked_loss/fused_linear_ppo.py b/src/liger_kernel/chunked_loss/fused_linear_ppo.py index 28bd5f11c..3976e379f 100644 --- a/src/liger_kernel/chunked_loss/fused_linear_ppo.py +++ b/src/liger_kernel/chunked_loss/fused_linear_ppo.py @@ -528,19 +528,21 @@ def _compute_loss_from_logps( def chunk_forward(input_chunk, weight, selected_token_ids, bias=None, temperature=1.0): """Compute selected-token log probabilities without materializing full vocab logits. - Uses _ChunkedSelectiveLogProbFunction for memory-efficient custom backward - (recomputes logits per vocab chunk instead of storing all intermediates). + Uses the native SM100 CuTe DSL path when explicitly selected and supported. + Otherwise, _ChunkedSelectiveLogProbFunction recomputes logits per vocab + chunk instead of storing all intermediates. """ batch_size, seq_len, hidden_size = input_chunk.shape hidden = input_chunk.reshape(batch_size * seq_len, hidden_size).contiguous() targets = selected_token_ids.reshape(batch_size * seq_len).contiguous() - per_token_logps = _ChunkedSelectiveLogProbFunction.apply( + from liger_kernel.ops import fused_linear_selective_logprob + + per_token_logps = fused_linear_selective_logprob( hidden, weight, targets, bias, temperature, - _SELECTIVE_LOGPROB_VOCAB_CHUNK_SIZE, ) return per_token_logps.reshape(batch_size, seq_len) diff --git a/src/liger_kernel/ops/__init__.py b/src/liger_kernel/ops/__init__.py index f6676c07e..9ae3a3948 100644 --- a/src/liger_kernel/ops/__init__.py +++ b/src/liger_kernel/ops/__init__.py @@ -58,6 +58,7 @@ from liger_kernel.ops.group_norm import group_norm_backward # noqa: F401 from liger_kernel.ops.group_norm import group_norm_forward # noqa: F401 from liger_kernel.ops.grpo_loss import GrpoLossFunction # noqa: F401 +from liger_kernel.ops.grpo_loss import fused_linear_selective_logprob # noqa: F401 from liger_kernel.ops.jsd import LigerJSDFunction # noqa: F401 from liger_kernel.ops.jsd import jsd_backward # noqa: F401 from liger_kernel.ops.jsd import jsd_forward # noqa: F401 diff --git a/src/liger_kernel/ops/cutedsl/ops/__init__.py b/src/liger_kernel/ops/cutedsl/ops/__init__.py index abb7b8e53..e641e2fa7 100644 --- a/src/liger_kernel/ops/cutedsl/ops/__init__.py +++ b/src/liger_kernel/ops/cutedsl/ops/__init__.py @@ -18,6 +18,8 @@ from liger_kernel.ops.cutedsl.ops.fused_scaled_cross_entropy_sm90 import LigerFusedScaledCrossEntropySM90Function from liger_kernel.ops.cutedsl.ops.fused_scaled_cross_entropy_sm90 import fused_scaled_cross_entropy_backward from liger_kernel.ops.cutedsl.ops.fused_scaled_cross_entropy_sm90 import fused_scaled_cross_entropy_forward +from liger_kernel.ops.cutedsl.ops.grpo_loss import LigerFusedLinearSelectiveLogProbFunction +from liger_kernel.ops.cutedsl.ops.grpo_loss import fused_linear_selective_logprob from liger_kernel.ops.cutedsl.ops.rms_norm import LigerRMSNormFunction from liger_kernel.ops.cutedsl.ops.rms_norm import rms_norm_backward from liger_kernel.ops.cutedsl.ops.rms_norm import rms_norm_forward @@ -34,6 +36,8 @@ "LigerFusedScaledCrossEntropySM90Function", "fused_scaled_cross_entropy_backward", "fused_scaled_cross_entropy_forward", + "LigerFusedLinearSelectiveLogProbFunction", + "fused_linear_selective_logprob", "LigerRMSNormFunction", "rms_norm_backward", "rms_norm_forward", diff --git a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py new file mode 100644 index 000000000..4fbd9f42d --- /dev/null +++ b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py @@ -0,0 +1,162 @@ +import torch + +from liger_kernel.ops.cutedsl.ops._sm100_gemm import K_ALIGNMENT +from liger_kernel.ops.cutedsl.ops._sm100_gemm import row_logsumexp +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _addmm_fp32_out +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _bwd_chunk_size +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _dx_correct +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _mm_out +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _native_sm100_supported +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _recompute_softmax +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _scatter_target_grad_rowscaled +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _target_logit +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _vocab_chunk_size +from liger_kernel.ops.utils import amp_custom_bwd +from liger_kernel.ops.utils import amp_custom_fwd + + +def native_fused_linear_selective_logprob_supported(_input, weight, temperature=1.0): + """Return whether the SM100 selective-logprob path supports these inputs.""" + return ( + _input.ndim == 2 + and weight.ndim == 2 + and _input.shape[0] > 0 + and _input.shape[1] > 0 + and weight.shape[0] > 0 + and _input.shape[1] == weight.shape[1] + and _input.dtype == weight.dtype + and _input.dtype in (torch.bfloat16, torch.float16) + and isinstance(temperature, (int, float)) + and temperature == 1.0 + and _native_sm100_supported(_input) + ) + + +def _validate_inputs(_input, weight, target, bias, temperature): + if _input.ndim != 2 or weight.ndim != 2: + raise ValueError(f"_input and weight must be 2D, got {_input.shape} and {weight.shape}.") + if target.ndim != 1 or target.shape[0] != _input.shape[0]: + raise ValueError(f"target must have shape ({_input.shape[0]},), got {target.shape}.") + if _input.shape[1] != weight.shape[1]: + raise ValueError(f"Input and weight hidden dimensions must match, got {_input.shape[1]} and {weight.shape[1]}.") + if _input.shape[0] == 0 or _input.shape[1] == 0 or weight.shape[0] == 0: + raise ValueError("CuTe DSL selective logprob requires non-empty token, hidden, and vocabulary dimensions.") + if _input.device != weight.device or _input.device != target.device: + raise ValueError( + f"_input, weight, and target must share a device, got {_input.device}, {weight.device}, and {target.device}." + ) + if _input.dtype != weight.dtype or _input.dtype not in (torch.bfloat16, torch.float16): + raise TypeError(f"_input and weight must share a BF16 or FP16 dtype, got {_input.dtype} and {weight.dtype}.") + if target.dtype != torch.long: + raise TypeError(f"target must have dtype torch.long, got {target.dtype}.") + if temperature != 1.0: + raise ValueError(f"CuTe DSL selective logprob currently requires temperature=1.0, got {temperature}.") + if not _native_sm100_supported(_input): + raise RuntimeError("CuTe DSL selective logprob requires an NVIDIA SM100 GPU.") + if bias is not None: + if bias.ndim != 1 or bias.shape[0] != weight.shape[0]: + raise ValueError(f"bias must have shape ({weight.shape[0]},), got {bias.shape}.") + if bias.device != _input.device or not torch.is_floating_point(bias): + raise TypeError("bias must be a floating-point tensor on the same device as _input.") + + +class LigerFusedLinearSelectiveLogProbFunction(torch.autograd.Function): + """SM100 fused-linear selected-token log probabilities for GRPO-style losses.""" + + @staticmethod + @amp_custom_fwd + def forward(ctx, _input, weight, target, bias=None, temperature=1.0): + _validate_inputs(_input, weight, target, bias, temperature) + vocab_size = weight.shape[0] + if target.numel() > 0 and (target.min() < 0 or target.max() >= vocab_size): + raise AssertionError(f"Target out of bounds. Expected values in [0, {vocab_size}).") + + hidden_size = weight.shape[1] + ctx.h_orig = None + if hidden_size % K_ALIGNMENT != 0: + pad = (-hidden_size) % K_ALIGNMENT + _input = torch.nn.functional.pad(_input, (0, pad)) + weight = torch.nn.functional.pad(weight, (0, pad)) + ctx.h_orig = hidden_size + + x = _input.detach().contiguous() + w = weight.detach().contiguous() + target = target.detach().contiguous() + bias_f = bias.detach().float().contiguous() if bias is not None else None + + lse = row_logsumexp(x, w, bias_f) + target_logit = _target_logit(x, w, target) + if bias_f is not None: + target_logit = target_logit + bias_f[target] + logp = target_logit - lse + + saved_bias = bias_f if bias_f is not None else x.new_empty(0, dtype=torch.float32) + ctx.save_for_backward(x, w, target, lse, saved_bias) + ctx.has_bias = bias is not None + ctx.bias_dtype = bias.dtype if bias is not None else None + return logp + + @staticmethod + @amp_custom_bwd + def backward(ctx, grad_logp): + x, w, target, lse, bias_f = ctx.saved_tensors + grad_logp = grad_logp.reshape(-1).float() + token_count, hidden_size = x.shape + vocab_size = w.shape[0] + token_chunk = _bwd_chunk_size(token_count, hidden_size, vocab_size) + vocab_chunk = _vocab_chunk_size(vocab_size, token_count, token_chunk) + col_bias = -lse + + grad_input_softmax = torch.zeros( + token_count, + hidden_size, + device=x.device, + dtype=torch.float32, + ) + grad_weight = torch.empty_like(w) + grad_bias = torch.empty(vocab_size, device=x.device, dtype=torch.float32) if ctx.has_bias else None + + for start in range(0, vocab_size, vocab_chunk): + end = min(start + vocab_chunk, vocab_size) + weight_slice = w[start:end] + vocab_bias = bias_f[start:end].reshape(1, -1) if ctx.has_bias else None + softmax = _recompute_softmax(x, weight_slice, col_bias, vocab_bias) + _addmm_fp32_out(grad_input_softmax, softmax, weight_slice) + softmax.mul_(-grad_logp[:, None]) + _mm_out(grad_weight[start:end], softmax.t(), x) + if grad_bias is not None: + grad_bias[start:end] = softmax.sum(0, dtype=torch.float32) + + del softmax + valid = torch.ones_like(target, dtype=torch.bool) + grad_input = _dx_correct( + grad_input_softmax, + w[target], + valid, + -grad_logp[:, None], + x.dtype, + ) + _scatter_target_grad_rowscaled( + grad_weight, + x, + target, + valid, + grad_logp, + 1.0, + ) + if grad_bias is not None: + grad_bias.index_add_(0, target, grad_logp) + grad_bias = grad_bias.to(ctx.bias_dtype) + + if ctx.h_orig is not None: + grad_input = grad_input[:, : ctx.h_orig].contiguous() + grad_weight = grad_weight[:, : ctx.h_orig].contiguous() + return grad_input, grad_weight, None, grad_bias, None + + +def fused_linear_selective_logprob(_input, weight, target, bias=None, temperature=1.0): + if not native_fused_linear_selective_logprob_supported(_input, weight, temperature): + from liger_kernel.ops.grpo_loss import fused_linear_selective_logprob as default_selective_logprob + + return default_selective_logprob(_input, weight, target, bias, temperature) + return LigerFusedLinearSelectiveLogProbFunction.apply(_input, weight, target, bias, temperature) diff --git a/src/liger_kernel/ops/grpo_loss.py b/src/liger_kernel/ops/grpo_loss.py index 034193bb7..577d8555c 100644 --- a/src/liger_kernel/ops/grpo_loss.py +++ b/src/liger_kernel/ops/grpo_loss.py @@ -1002,3 +1002,18 @@ def backward(ctx, *args): None, # num_items_in_batch None, # phi_seq ) + + +def fused_linear_selective_logprob(_input, weight, target, bias=None, temperature=1.0): + """Default memory-efficient selected-token log probabilities.""" + from liger_kernel.chunked_loss.fused_linear_ppo import _SELECTIVE_LOGPROB_VOCAB_CHUNK_SIZE + from liger_kernel.chunked_loss.fused_linear_ppo import _ChunkedSelectiveLogProbFunction + + return _ChunkedSelectiveLogProbFunction.apply( + _input, + weight, + target, + bias, + temperature, + _SELECTIVE_LOGPROB_VOCAB_CHUNK_SIZE, + ) diff --git a/test/cutedsl/test_grpo_loss.py b/test/cutedsl/test_grpo_loss.py new file mode 100644 index 000000000..09dedcc32 --- /dev/null +++ b/test/cutedsl/test_grpo_loss.py @@ -0,0 +1,47 @@ +import pytest +import torch + +from liger_kernel.ops.cutedsl.ops.grpo_loss import fused_linear_selective_logprob + +pytestmark = [ + pytest.mark.skipif(not torch.cuda.is_available(), reason="CuTe DSL GRPO requires CUDA"), + pytest.mark.skipif( + not torch.cuda.is_available() or torch.cuda.get_device_capability() != (10, 0), + reason="CuTe DSL GRPO requires an SM100 GPU", + ), +] + + +@pytest.mark.parametrize("dtype", [torch.bfloat16, torch.float16]) +@pytest.mark.parametrize("with_bias", [False, True]) +@pytest.mark.parametrize("hidden_size", [96, 128]) +def test_fused_linear_selective_logprob(dtype, with_bias, hidden_size): + torch.manual_seed(42) + token_count, vocab_size = 33, 513 + x_master = 0.1 * torch.randn(token_count, hidden_size, device="cuda", dtype=torch.float32) + w_master = 0.1 * torch.randn(vocab_size, hidden_size, device="cuda", dtype=torch.float32) + b_master = 0.1 * torch.randn(vocab_size, device="cuda", dtype=torch.float32) if with_bias else None + target = torch.randint(0, vocab_size, (token_count,), device="cuda") + grad_output = torch.randn(token_count, device="cuda", dtype=torch.float32) + + x = x_master.to(dtype).requires_grad_() + w = w_master.to(dtype).requires_grad_() + b = b_master.to(dtype).requires_grad_() if b_master is not None else None + actual = fused_linear_selective_logprob(x, w, target, b) + actual.backward(grad_output) + + x_ref = x_master.requires_grad_() + w_ref = w_master.requires_grad_() + b_ref = b_master.requires_grad_() if b_master is not None else None + logits = x_ref @ w_ref.t() + if b_ref is not None: + logits = logits + b_ref + expected = torch.log_softmax(logits, dim=-1).gather(1, target[:, None]).squeeze(1) + expected.backward(grad_output) + + atol = 5e-2 if dtype == torch.bfloat16 else 2e-2 + torch.testing.assert_close(actual, expected, atol=atol, rtol=2e-2) + torch.testing.assert_close(x.grad.float(), x_ref.grad, atol=atol, rtol=5e-2) + torch.testing.assert_close(w.grad.float(), w_ref.grad, atol=atol, rtol=5e-2) + if with_bias: + torch.testing.assert_close(b.grad.float(), b_ref.grad, atol=atol, rtol=5e-2) From d60c90337e6a51d041467063977724867b471286 Mon Sep 17 00:00:00 2001 From: Stella Date: Thu, 6 Aug 2026 01:48:29 +0000 Subject: [PATCH 2/7] Add GRPO benchmark plots Include the isolated B200 latency, memory, and improvement plots for the draft PR analysis.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../grpo_cutedsl/grpo_improvement_ratios.png | Bin 0 -> 89728 bytes .../grpo_cutedsl/grpo_latency_memory.png | Bin 0 -> 203795 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 benchmark/artifacts/grpo_cutedsl/grpo_improvement_ratios.png create mode 100644 benchmark/artifacts/grpo_cutedsl/grpo_latency_memory.png diff --git a/benchmark/artifacts/grpo_cutedsl/grpo_improvement_ratios.png 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SM100 GRPO after FLCE merge Rebuild selective log-probability on the final merged SM100 GEMM and cross-entropy primitives. Use a full 1024-row workspace, direct log-probability output, and first-gradient ownership to improve B200 full latency by 9-15% while preserving bounded memory. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../chunked_loss/fused_linear_ppo.py | 17 +- src/liger_kernel/ops/cutedsl/ops/grpo_loss.py | 149 ++++++++++-------- test/cutedsl/test_grpo_loss.py | 34 ++++ 3 files changed, 131 insertions(+), 69 deletions(-) diff --git a/src/liger_kernel/chunked_loss/fused_linear_ppo.py b/src/liger_kernel/chunked_loss/fused_linear_ppo.py index 3976e379f..f602b2acb 100644 --- a/src/liger_kernel/chunked_loss/fused_linear_ppo.py +++ b/src/liger_kernel/chunked_loss/fused_linear_ppo.py @@ -231,9 +231,9 @@ def forward( vllm_is_ratio = vllm_is_ratio.unsqueeze(-1) # (B,) -> (B, 1) for broadcasting # Initialize accumulators loss_acc = torch.zeros((), device=_input.device, dtype=torch.float32) - grad_weight = torch.zeros_like(weight) # [V, H] + grad_weight = None grad_inputs = [] - grad_bias = torch.zeros_like(bias) if bias is not None else None # [V] + grad_bias = None aggregated_metrics = [] # Only compile the loss math, NOT chunk_forward (which uses custom autograd.Function) @@ -321,6 +321,7 @@ def accumulate_chunk( ref_input_chunk=None, vllm_is_ratio_chunk=None, ): + nonlocal grad_weight, grad_bias (chunk_grad_input, chunk_grad_weight, *chunk_grad_bias), (chunk_loss, chunk_metrics) = fused_fwd_bwd( input_chunk, selected_token_ids_chunk, @@ -332,10 +333,16 @@ def accumulate_chunk( vllm_is_ratio_chunk, ) if bias is not None: - grad_bias.add_(chunk_grad_bias[0]) + if grad_bias is None: + grad_bias = chunk_grad_bias[0] + else: + grad_bias.add_(chunk_grad_bias[0]) # Accumulate gradients and loss - grad_weight.add_(chunk_grad_weight) + if grad_weight is None: + grad_weight = chunk_grad_weight + else: + grad_weight.add_(chunk_grad_weight) grad_inputs.append(chunk_grad_input) loss_acc.add_(chunk_loss) # Initialize storage for metrics on first chunk @@ -419,7 +426,7 @@ def accumulate_chunk( ) # Combine gradients - grad_input = torch.cat(grad_inputs, dim=0) + grad_input = grad_inputs[0] if len(grad_inputs) == 1 else torch.cat(grad_inputs, dim=0) # Save for backward ctx.save_for_backward(grad_input, grad_weight, grad_bias) diff --git a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py index 4fbd9f42d..b4b71ad87 100644 --- a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py +++ b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py @@ -1,19 +1,17 @@ import torch from liger_kernel.ops.cutedsl.ops._sm100_gemm import K_ALIGNMENT -from liger_kernel.ops.cutedsl.ops._sm100_gemm import row_logsumexp -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _addmm_fp32_out -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _bwd_chunk_size -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _dx_correct +from liger_kernel.ops.cutedsl.ops._sm100_gemm import run_epilogue_gemm +from liger_kernel.ops.cutedsl.ops.cross_entropy import _launch_ce_fwd +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _accum_grad_weight +from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _identity_epilogue from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _mm_out from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _native_sm100_supported -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _recompute_softmax -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _scatter_target_grad_rowscaled -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _target_logit -from liger_kernel.ops.cutedsl.ops.fused_linear_cross_entropy import _vocab_chunk_size from liger_kernel.ops.utils import amp_custom_bwd from liger_kernel.ops.utils import amp_custom_fwd +_MAX_LOGITS_CHUNK_SIZE = 1024 + def native_fused_linear_selective_logprob_supported(_input, weight, temperature=1.0): """Return whether the SM100 selective-logprob path supports these inputs.""" @@ -60,6 +58,25 @@ def _validate_inputs(_input, weight, target, bias, temperature): raise TypeError("bias must be a floating-point tensor on the same device as _input.") +def _logits_storage(token_count, vocab_size, device, dtype): + chunk_size = min(token_count, _MAX_LOGITS_CHUNK_SIZE) + vector_width = 16 // dtype.itemsize + storage_width = ((vocab_size + vector_width - 1) // vector_width) * vector_width + return torch.empty(chunk_size, storage_width, device=device, dtype=dtype), chunk_size + + +def _fill_logits(storage, x, weight, bias): + rows = x.shape[0] + vocab_size = weight.shape[0] + logits = storage[:rows, :vocab_size] + run_epilogue_gemm(x, weight, logits, _identity_epilogue) + if bias is not None: + logits.add_(bias) + if storage.shape[1] != vocab_size: + storage[:rows, vocab_size:].zero_() + return storage[:rows] + + class LigerFusedLinearSelectiveLogProbFunction(torch.autograd.Function): """SM100 fused-linear selected-token log probabilities for GRPO-style losses.""" @@ -82,16 +99,27 @@ def forward(ctx, _input, weight, target, bias=None, temperature=1.0): x = _input.detach().contiguous() w = weight.detach().contiguous() target = target.detach().contiguous() - bias_f = bias.detach().float().contiguous() if bias is not None else None + native_bias = bias.detach().contiguous() if bias is not None else None - lse = row_logsumexp(x, w, bias_f) - target_logit = _target_logit(x, w, target) - if bias_f is not None: - target_logit = target_logit + bias_f[target] - logp = target_logit - lse - - saved_bias = bias_f if bias_f is not None else x.new_empty(0, dtype=torch.float32) - ctx.save_for_backward(x, w, target, lse, saved_bias) + token_count = x.shape[0] + vocab_size = w.shape[0] + logits_storage, chunk_size = _logits_storage(token_count, vocab_size, x.device, x.dtype) + logp = torch.empty(token_count, device=x.device, dtype=torch.float32) + for start in range(0, token_count, chunk_size): + end = min(start + chunk_size, token_count) + logits = _fill_logits(logits_storage, x[start:end], w, native_bias) + _launch_ce_fwd( + logits, + target[start:end], + logp[start:end], + -1.0, + -100, + False, + logical_vocab_size=vocab_size, + ) + + saved_bias = native_bias if native_bias is not None else x.new_empty(0) + ctx.save_for_backward(x, w, target, saved_bias) ctx.has_bias = bias is not None ctx.bias_dtype = bias.dtype if bias is not None else None return logp @@ -99,58 +127,51 @@ def forward(ctx, _input, weight, target, bias=None, temperature=1.0): @staticmethod @amp_custom_bwd def backward(ctx, grad_logp): - x, w, target, lse, bias_f = ctx.saved_tensors - grad_logp = grad_logp.reshape(-1).float() + x, w, target, bias = ctx.saved_tensors + grad_logp = grad_logp.reshape(-1).float().contiguous() token_count, hidden_size = x.shape vocab_size = w.shape[0] - token_chunk = _bwd_chunk_size(token_count, hidden_size, vocab_size) - vocab_chunk = _vocab_chunk_size(vocab_size, token_count, token_chunk) - col_bias = -lse - - grad_input_softmax = torch.zeros( - token_count, - hidden_size, - device=x.device, - dtype=torch.float32, - ) - grad_weight = torch.empty_like(w) - grad_bias = torch.empty(vocab_size, device=x.device, dtype=torch.float32) if ctx.has_bias else None - - for start in range(0, vocab_size, vocab_chunk): - end = min(start + vocab_chunk, vocab_size) - weight_slice = w[start:end] - vocab_bias = bias_f[start:end].reshape(1, -1) if ctx.has_bias else None - softmax = _recompute_softmax(x, weight_slice, col_bias, vocab_bias) - _addmm_fp32_out(grad_input_softmax, softmax, weight_slice) - softmax.mul_(-grad_logp[:, None]) - _mm_out(grad_weight[start:end], softmax.t(), x) - if grad_bias is not None: - grad_bias[start:end] = softmax.sum(0, dtype=torch.float32) - - del softmax - valid = torch.ones_like(target, dtype=torch.bool) - grad_input = _dx_correct( - grad_input_softmax, - w[target], - valid, - -grad_logp[:, None], - x.dtype, + needs_input, needs_weight, _, needs_bias, _ = ctx.needs_input_grad + logits_storage, chunk_size = _logits_storage(token_count, vocab_size, x.device, x.dtype) + loss = torch.empty(chunk_size, device=x.device, dtype=torch.float32) + grad_input = torch.empty_like(x) if needs_input else None + grad_weight = torch.empty_like(w) if needs_weight else None + grad_bias_acc = ( + torch.zeros(vocab_size, device=x.device, dtype=torch.float32) if ctx.has_bias and needs_bias else None ) - _scatter_target_grad_rowscaled( - grad_weight, - x, - target, - valid, - grad_logp, - 1.0, - ) - if grad_bias is not None: - grad_bias.index_add_(0, target, grad_logp) - grad_bias = grad_bias.to(ctx.bias_dtype) + + for start in range(0, token_count, chunk_size): + end = min(start + chunk_size, token_count) + x_chunk = x[start:end] + dlogits = _fill_logits(logits_storage, x_chunk, w, bias if ctx.has_bias else None) + _launch_ce_fwd( + dlogits, + target[start:end], + loss[: end - start], + -1.0, + -100, + True, + logical_vocab_size=vocab_size, + ) + dlogits = dlogits[:, :vocab_size] + dlogits.mul_(grad_logp[start:end, None]) + if grad_input is not None: + _mm_out(grad_input[start:end], dlogits, w) + if grad_weight is not None: + if start == 0: + _mm_out(grad_weight, dlogits.t(), x_chunk) + else: + _accum_grad_weight(grad_weight, dlogits.t(), x_chunk) + if grad_bias_acc is not None: + grad_bias_acc.add_(dlogits.sum(0, dtype=torch.float32)) + + grad_bias = grad_bias_acc.to(ctx.bias_dtype) if grad_bias_acc is not None else None if ctx.h_orig is not None: - grad_input = grad_input[:, : ctx.h_orig].contiguous() - grad_weight = grad_weight[:, : ctx.h_orig].contiguous() + if grad_input is not None: + grad_input = grad_input[:, : ctx.h_orig].contiguous() + if grad_weight is not None: + grad_weight = grad_weight[:, : ctx.h_orig].contiguous() return grad_input, grad_weight, None, grad_bias, None diff --git a/test/cutedsl/test_grpo_loss.py b/test/cutedsl/test_grpo_loss.py index 09dedcc32..eb9c7a27f 100644 --- a/test/cutedsl/test_grpo_loss.py +++ b/test/cutedsl/test_grpo_loss.py @@ -45,3 +45,37 @@ def test_fused_linear_selective_logprob(dtype, with_bias, hidden_size): torch.testing.assert_close(w.grad.float(), w_ref.grad, atol=atol, rtol=5e-2) if with_bias: torch.testing.assert_close(b.grad.float(), b_ref.grad, atol=atol, rtol=5e-2) + + +@pytest.mark.parametrize( + "needs_input, needs_weight, needs_bias", + [ + (True, False, False), + (False, True, False), + (False, False, True), + ], +) +def test_fused_linear_selective_logprob_partial_gradients(needs_input, needs_weight, needs_bias): + torch.manual_seed(42) + token_count, hidden_size, vocab_size = 17, 128, 257 + x_master = 0.1 * torch.randn(token_count, hidden_size, device="cuda", dtype=torch.float32) + w_master = 0.1 * torch.randn(vocab_size, hidden_size, device="cuda", dtype=torch.float32) + b_master = 0.1 * torch.randn(vocab_size, device="cuda", dtype=torch.float32) + target = torch.randint(0, vocab_size, (token_count,), device="cuda") + grad_output = torch.randn(token_count, device="cuda", dtype=torch.float32) + + x = x_master.to(torch.bfloat16).requires_grad_(needs_input) + w = w_master.to(torch.bfloat16).requires_grad_(needs_weight) + b = b_master.to(torch.bfloat16).requires_grad_(needs_bias) + fused_linear_selective_logprob(x, w, target, b).backward(grad_output) + + x_ref = x_master.requires_grad_(needs_input) + w_ref = w_master.requires_grad_(needs_weight) + b_ref = b_master.requires_grad_(needs_bias) + torch.log_softmax(x_ref @ w_ref.t() + b_ref, dim=-1).gather(1, target[:, None]).squeeze(1).backward(grad_output) + + for actual, expected in ((x.grad, x_ref.grad), (w.grad, w_ref.grad), (b.grad, b_ref.grad)): + if expected is None: + assert actual is None + else: + torch.testing.assert_close(actual.float(), expected, atol=5e-2, rtol=5e-2) From 72e991089c3f59e3a453b9937bf2e27cd4141b8a Mon Sep 17 00:00:00 2001 From: Stella Date: Fri, 7 Aug 2026 23:26:32 +0000 Subject: [PATCH 4/7] Accumulate multi-chunk GRPO weight gradients in FP32 Use FP32 only when selective-logprob backward spans multiple logits chunks, then cast once to the weight dtype. Add regression coverage for the accumulation buffer dtype. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- src/liger_kernel/ops/cutedsl/ops/grpo_loss.py | 12 +++++++++- test/cutedsl/test_grpo_loss.py | 22 +++++++++++++++++++ 2 files changed, 33 insertions(+), 1 deletion(-) diff --git a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py index b4b71ad87..9b550b540 100644 --- a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py +++ b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py @@ -135,7 +135,15 @@ def backward(ctx, grad_logp): logits_storage, chunk_size = _logits_storage(token_count, vocab_size, x.device, x.dtype) loss = torch.empty(chunk_size, device=x.device, dtype=torch.float32) grad_input = torch.empty_like(x) if needs_input else None - grad_weight = torch.empty_like(w) if needs_weight else None + grad_weight = ( + torch.empty( + w.shape, + device=w.device, + dtype=torch.float32 if token_count > chunk_size else w.dtype, + ) + if needs_weight + else None + ) grad_bias_acc = ( torch.zeros(vocab_size, device=x.device, dtype=torch.float32) if ctx.has_bias and needs_bias else None ) @@ -172,6 +180,8 @@ def backward(ctx, grad_logp): grad_input = grad_input[:, : ctx.h_orig].contiguous() if grad_weight is not None: grad_weight = grad_weight[:, : ctx.h_orig].contiguous() + if grad_weight is not None: + grad_weight = grad_weight.to(w.dtype) return grad_input, grad_weight, None, grad_bias, None diff --git a/test/cutedsl/test_grpo_loss.py b/test/cutedsl/test_grpo_loss.py index eb9c7a27f..d7fa7bc87 100644 --- a/test/cutedsl/test_grpo_loss.py +++ b/test/cutedsl/test_grpo_loss.py @@ -1,6 +1,8 @@ import pytest import torch +import liger_kernel.ops.cutedsl.ops.grpo_loss as grpo_ops + from liger_kernel.ops.cutedsl.ops.grpo_loss import fused_linear_selective_logprob pytestmark = [ @@ -79,3 +81,23 @@ def test_fused_linear_selective_logprob_partial_gradients(needs_input, needs_wei assert actual is None else: torch.testing.assert_close(actual.float(), expected, atol=5e-2, rtol=5e-2) + + +def test_fused_linear_selective_logprob_accumulates_multichunk_weight_grad_in_fp32(monkeypatch): + torch.manual_seed(42) + token_count, hidden_size, vocab_size = 1025, 128, 129 + x = torch.randn(token_count, hidden_size, device="cuda", dtype=torch.bfloat16, requires_grad=True) + w = torch.randn(vocab_size, hidden_size, device="cuda", dtype=torch.bfloat16, requires_grad=True) + target = torch.randint(0, vocab_size, (token_count,), device="cuda") + grad_output = torch.randn(token_count, device="cuda", dtype=torch.float32) + accumulation_dtypes = [] + original_accum = grpo_ops._accum_grad_weight + + def checked_accum(grad_weight, dlogits_t, x_chunk): + accumulation_dtypes.append(grad_weight.dtype) + return original_accum(grad_weight, dlogits_t, x_chunk) + + monkeypatch.setattr(grpo_ops, "_accum_grad_weight", checked_accum) + fused_linear_selective_logprob(x, w, target).backward(grad_output) + + assert accumulation_dtypes == [torch.float32] From 742091c7834dd1c1dfcd91c728ff56f698c07af3 Mon Sep 17 00:00:00 2001 From: Stella Date: Sat, 8 Aug 2026 00:05:09 +0000 Subject: [PATCH 5/7] Refresh GRPO benchmark plots after FLCE merge Regenerate the B200 latency, peak-memory, and improvement-ratio plots from the final merged-compatible optimized implementation. 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1bfa8ee3d37216c5d6a1fd3e1630c382a0ab3a2e Mon Sep 17 00:00:00 2001 From: Stella Date: Mon, 10 Aug 2026 21:51:41 +0000 Subject: [PATCH 6/7] Fix mixed-dtype bias fallback in CuTe GRPO Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- src/liger_kernel/ops/cutedsl/ops/grpo_loss.py | 7 ++-- test/cutedsl/test_grpo_loss.py | 33 +++++++++++++++++++ 2 files changed, 38 insertions(+), 2 deletions(-) diff --git a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py index 9b550b540..f376b9b6e 100644 --- a/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py +++ b/src/liger_kernel/ops/cutedsl/ops/grpo_loss.py @@ -13,7 +13,7 @@ _MAX_LOGITS_CHUNK_SIZE = 1024 -def native_fused_linear_selective_logprob_supported(_input, weight, temperature=1.0): +def native_fused_linear_selective_logprob_supported(_input, weight, temperature=1.0, bias=None): """Return whether the SM100 selective-logprob path supports these inputs.""" return ( _input.ndim == 2 @@ -24,6 +24,7 @@ def native_fused_linear_selective_logprob_supported(_input, weight, temperature= and _input.shape[1] == weight.shape[1] and _input.dtype == weight.dtype and _input.dtype in (torch.bfloat16, torch.float16) + and (bias is None or bias.dtype == _input.dtype) and isinstance(temperature, (int, float)) and temperature == 1.0 and _native_sm100_supported(_input) @@ -56,6 +57,8 @@ def _validate_inputs(_input, weight, target, bias, temperature): raise ValueError(f"bias must have shape ({weight.shape[0]},), got {bias.shape}.") if bias.device != _input.device or not torch.is_floating_point(bias): raise TypeError("bias must be a floating-point tensor on the same device as _input.") + if bias.dtype != _input.dtype: + raise TypeError(f"bias must have dtype {_input.dtype}, got {bias.dtype}.") def _logits_storage(token_count, vocab_size, device, dtype): @@ -186,7 +189,7 @@ def backward(ctx, grad_logp): def fused_linear_selective_logprob(_input, weight, target, bias=None, temperature=1.0): - if not native_fused_linear_selective_logprob_supported(_input, weight, temperature): + if not native_fused_linear_selective_logprob_supported(_input, weight, temperature, bias): from liger_kernel.ops.grpo_loss import fused_linear_selective_logprob as default_selective_logprob return default_selective_logprob(_input, weight, target, bias, temperature) diff --git a/test/cutedsl/test_grpo_loss.py b/test/cutedsl/test_grpo_loss.py index d7fa7bc87..7d4eff3db 100644 --- a/test/cutedsl/test_grpo_loss.py +++ b/test/cutedsl/test_grpo_loss.py @@ -2,6 +2,7 @@ import torch import liger_kernel.ops.cutedsl.ops.grpo_loss as grpo_ops +import liger_kernel.ops.grpo_loss as default_grpo_ops from liger_kernel.ops.cutedsl.ops.grpo_loss import fused_linear_selective_logprob @@ -101,3 +102,35 @@ def checked_accum(grad_weight, dlogits_t, x_chunk): fused_linear_selective_logprob(x, w, target).backward(grad_output) assert accumulation_dtypes == [torch.float32] + + +def test_fused_linear_selective_logprob_mixed_dtype_bias_falls_back(monkeypatch): + x = torch.zeros(1, 128, device="cuda", dtype=torch.bfloat16) + w = torch.zeros(2, 128, device="cuda", dtype=torch.bfloat16) + target = torch.zeros(1, device="cuda", dtype=torch.long) + bias = torch.tensor([100.0, 100.1], device="cuda", dtype=torch.float32) + expected = torch.tensor([-0.42], device="cuda", dtype=torch.float32) + + def fallback(_input, weight, selected_token_ids, fallback_bias, temperature): + assert _input is x + assert weight is w + assert selected_token_ids is target + assert fallback_bias is bias + assert temperature == 1.0 + return expected + + monkeypatch.setattr(default_grpo_ops, "fused_linear_selective_logprob", fallback) + + actual = fused_linear_selective_logprob(x, w, target, bias) + + assert actual is expected + + +def test_native_fused_linear_selective_logprob_rejects_mixed_dtype_bias(): + x = torch.zeros(1, 128, device="cuda", dtype=torch.bfloat16) + w = torch.zeros(2, 128, device="cuda", dtype=torch.bfloat16) + target = torch.zeros(1, device="cuda", dtype=torch.long) + bias = torch.zeros(2, device="cuda", dtype=torch.float32) + + with pytest.raises(TypeError, match="bias must have dtype torch.bfloat16"): + grpo_ops.LigerFusedLinearSelectiveLogProbFunction.apply(x, w, target, bias) From a181ae3dc01db19f87f220ae185312a3c945f65f Mon Sep 17 00:00:00 2001 From: Stella Date: Mon, 10 Aug 2026 23:04:03 +0000 Subject: [PATCH 7/7] Remove benchmark artifacts from GRPO change Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../grpo_cutedsl/grpo_improvement_ratios.png | Bin 71051 -> 0 bytes .../grpo_cutedsl/grpo_latency_memory.png | Bin 131677 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 benchmark/artifacts/grpo_cutedsl/grpo_improvement_ratios.png delete mode 100644 benchmark/artifacts/grpo_cutedsl/grpo_latency_memory.png diff --git a/benchmark/artifacts/grpo_cutedsl/grpo_improvement_ratios.png 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