From 25cdcc523677c79b97761be8cea6134f430576b8 Mon Sep 17 00:00:00 2001 From: kliuae Date: Fri, 2 Jan 2026 10:35:02 +0000 Subject: [PATCH 1/6] add silu and mul and per-token quant fusion Signed-off-by: kliuae --- ...m_aiter_silu_mul_per_token_quant_fusion.py | 225 ++++++++++++++++++ vllm/_aiter_ops.py | 40 ++++ vllm/compilation/pass_manager.py | 2 + vllm/compilation/rocm_aiter_fusion.py | 114 ++++++++- 4 files changed, 379 insertions(+), 2 deletions(-) create mode 100644 tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py diff --git a/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py b/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py new file mode 100644 index 000000000000..5d4a111bc5ae --- /dev/null +++ b/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py @@ -0,0 +1,225 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project +""" +Unit tests for ROCm aiter fused_silu_mul_per_token_quant fusion pass. +""" + +import pytest +import torch + +from vllm._aiter_ops import rocm_aiter_ops +from vllm.compilation.noop_elimination import NoOpEliminationPass +from vllm.compilation.post_cleanup import PostCleanupPass +from vllm.compilation.rocm_aiter_fusion import ( + AITER_PER_TOKEN_QUANT_OP, + FUSED_SILU_MUL_PER_TOKEN_QUANT_OP, + VLLM_PER_TOKEN_QUANT_OP, + RocmAiterSiluMulFp8PerTokenQuantFusionPass, +) +from vllm.config import ( + CompilationConfig, + CompilationMode, + PassConfig, + VllmConfig, +) +from vllm.model_executor.layers.activation import SiluAndMul +from vllm.platforms import current_platform + +try: + from .backend import TestBackend +except ImportError: + # For manual testing without pytest + import os + import sys + + sys.path.insert(0, os.path.dirname(__file__)) + from backend import TestBackend + +FP8_DTYPE = current_platform.fp8_dtype() + + +class TestSiluMulPerTokenQuantModel(torch.nn.Module): + def __init__(self, hidden_size: int, use_aiter_quant: bool = True): + super().__init__() + self.silu_and_mul = SiluAndMul() + self.hidden_size = hidden_size + self.use_aiter_quant = use_aiter_quant + self.enable_silu_mul_custom_op = self.silu_and_mul.enabled() + + def forward(self, x): + y = self.silu_and_mul(x) + + if self.use_aiter_quant: + # Use aiter per-token quant + out, scale = rocm_aiter_ops.per_token_quant(y, FP8_DTYPE) + else: + # Use vllm per-token quant (use torch ops directly) + # This matches what's in the fusion pattern + import torch + + out = torch.empty_like(y, dtype=FP8_DTYPE) + scale = torch.empty(1, dtype=torch.float32, device=y.device) + torch.ops._C.dynamic_per_token_scaled_fp8_quant(out, y, scale, None) + + return out, scale + + def ops_before_fusion(self): + silu_mul_op = ( + torch.ops._C.silu_and_mul.default + if self.enable_silu_mul_custom_op + else torch.ops.aten.mul + ) + + quant_op = ( + AITER_PER_TOKEN_QUANT_OP + if self.use_aiter_quant + else VLLM_PER_TOKEN_QUANT_OP + ) + + return [silu_mul_op, quant_op] + + def ops_after_fusion(self): + return [FUSED_SILU_MUL_PER_TOKEN_QUANT_OP] + + +@pytest.mark.skipif( + not current_platform.is_rocm() or not rocm_aiter_ops.is_enabled(), + reason="Requires ROCm with aiter support", +) +@pytest.mark.parametrize("hidden_size", [128, 4096]) +@pytest.mark.parametrize("num_tokens", [1, 32, 128]) +@pytest.mark.parametrize("use_aiter_quant", [True, False]) +def test_silu_mul_per_token_quant_fusion( + hidden_size: int, num_tokens: int, use_aiter_quant: bool +): + vllm_config = VllmConfig( + compilation_config=CompilationConfig( + mode=CompilationMode.VLLM_COMPILE, + pass_config=PassConfig(fuse_act_quant=True, eliminate_noops=True), + ) + ) + + model = ( + TestSiluMulPerTokenQuantModel(hidden_size, use_aiter_quant=use_aiter_quant) + .eval() + .cuda() + ) + + x = torch.randn(num_tokens, 2 * hidden_size, dtype=torch.bfloat16, device="cuda") + + with torch.no_grad(): + ref_out, ref_scale = model(x) + + fusion_passes = [RocmAiterSiluMulFp8PerTokenQuantFusionPass(vllm_config)] + passes = [ + NoOpEliminationPass(vllm_config), + *fusion_passes, + PostCleanupPass(vllm_config), + ] + backend = TestBackend(*passes) + + model_compiled = torch.compile(model, backend=backend) + + with torch.no_grad(): + fused_out, fused_scale = model_compiled(x) + + ref_dequant = ref_out.to(torch.float32) * ref_scale + fused_dequant = fused_out.to(torch.float32) * fused_scale + + rtol, atol = 5e-1, 5e-2 + try: + torch.testing.assert_close(ref_dequant, fused_dequant, rtol=rtol, atol=atol) + except AssertionError as e: + diff = torch.abs(ref_dequant - fused_dequant) + raise AssertionError( + "Dequantized output mismatch.\n" + f" rtol={rtol}, atol={atol}\n" + f" mean_diff={diff.mean().item():.6f}\n" + f" max_diff={diff.max().item():.6f}\n" + ) from e + + rtol_scale, atol_scale = 1e-2, 1e-2 + try: + torch.testing.assert_close( + ref_scale, fused_scale, rtol=rtol_scale, atol=atol_scale + ) + except AssertionError as e: + raise AssertionError( + "Scale mismatch.\n" + f" rtol={rtol_scale}, atol={atol_scale}\n" + f" max_diff={torch.max(torch.abs(ref_scale - fused_scale)).item():.6f}\n" + f" mean_diff={torch.mean(torch.abs(ref_scale - fused_scale)).item():.6f}\n" + ) from e + + ops_before = model.ops_before_fusion() + ops_after = model.ops_after_fusion() + + graph = backend.graphs[0] if hasattr(backend, "graphs") and backend.graphs else None + + if graph is not None: + fused_op_found = False + for node in graph.nodes: + if node.op == "call_function" and node.target in ops_after: + fused_op_found = True + break + + assert fused_op_found, ( + f"Fused op {ops_after} not found in compiled graph. " + f"Expected fusion to occur." + ) + + # Optionally check that original ops are not present + # (This is stricter and may not always hold depending on graph structure) + for node in graph.nodes: + if node.op == "call_function": + # The original separate ops should ideally not be present + # but we'll just ensure the fused op exists + pass + + print( + f"Fusion test passed: tokens={num_tokens}, hidden={hidden_size}, " + f" use_aiter_quant={use_aiter_quant}, " + f" rtol={rtol}, atol={atol}" + ) + + +@pytest.mark.skipif( + not current_platform.is_rocm() or not rocm_aiter_ops.is_enabled(), + reason="Requires ROCm with aiter support", +) +def test_fusion_pass_registered(): + """Test that the fusion pass is properly registered.""" + vllm_config = VllmConfig( + compilation_config=CompilationConfig( + mode=CompilationMode.VLLM_COMPILE, + pass_config=PassConfig(fuse_act_quant=True, eliminate_noops=True), + ) + ) + + fusion_pass = RocmAiterSiluMulFp8PerTokenQuantFusionPass(vllm_config) + + assert hasattr(fusion_pass, "patterns"), "Fusion pass missing patterns attribute" + + print("Fusion pass can be instantiated and has patterns registered") + + +if __name__ == "__main__": + if current_platform.is_rocm() and rocm_aiter_ops.is_enabled(): + print("Running manual fusion tests...") + + print("\n1. Testing fusion pass registration...") + test_fusion_pass_registered() + + print("\n2. Testing fusion with aiter per-token quant...") + test_silu_mul_per_token_quant_fusion( + hidden_size=4096, num_tokens=128, use_aiter_quant=True + ) + + print("\n3. Testing fusion with vllm per-token quant...") + test_silu_mul_per_token_quant_fusion( + hidden_size=4096, num_tokens=128, use_aiter_quant=False + ) + + print("\n✓ All manual fusion tests passed!") + else: + print("Skipping tests - ROCm with aiter not available") diff --git a/vllm/_aiter_ops.py b/vllm/_aiter_ops.py index adba69c177fc..3444d7b9a5ec 100644 --- a/vllm/_aiter_ops.py +++ b/vllm/_aiter_ops.py @@ -663,6 +663,20 @@ def _rocm_aiter_act_mul_and_fp8_group_quant_fake( return x_fp8, out_bs +def _rocm_aiter_fused_silu_mul_per_token_quant_impl( + out: torch.Tensor, scales: torch.Tensor, input: torch.Tensor +) -> None: + from aiter.ops.activation import fused_silu_mul_per_token_quant + + fused_silu_mul_per_token_quant(out, scales, input) + + +def _rocm_aiter_fused_silu_mul_per_token_quant_fake( + out: torch.Tensor, scales: torch.Tensor, input: torch.Tensor +) -> None: + pass + + # Global flag to ensure ops are registered only once _OPS_REGISTERED = False @@ -901,6 +915,14 @@ def register_ops_once() -> None: dispatch_key=current_platform.dispatch_key, ) + direct_register_custom_op( + op_name="rocm_aiter_fused_silu_mul_per_token_quant", + op_func=_rocm_aiter_fused_silu_mul_per_token_quant_impl, + mutates_args=["out", "scales"], + fake_impl=_rocm_aiter_fused_silu_mul_per_token_quant_fake, + dispatch_key=current_platform.dispatch_key, + ) + _OPS_REGISTERED = True @staticmethod @@ -1125,6 +1147,24 @@ def per_token_quant( torch.ops.vllm.rocm_aiter_per_token_quant(out, x, scale) return out, scale + @staticmethod + def fused_silu_mul_per_token_quant( + input: torch.Tensor, + quant_dtype: torch.dtype, + ) -> tuple[torch.Tensor, torch.Tensor]: + assert quant_dtype in [torch.int8, _FP8_DTYPE] + assert input.ndim == 2, "Input must be 2D tensor (num_tokens, 2*d)" + assert input.shape[-1] % 2 == 0, "Input last dimension must be even" + + num_tokens, input_dim = input.shape + d = input_dim // 2 + + out = torch.empty((num_tokens, d), dtype=quant_dtype, device=input.device) + scales = torch.empty((num_tokens, 1), dtype=torch.float32, device=input.device) + + torch.ops.vllm.rocm_aiter_fused_silu_mul_per_token_quant(out, scales, input) + return out, scales + @staticmethod def triton_fp4_gemm_dynamic_qaunt( x: torch.Tensor, diff --git a/vllm/compilation/pass_manager.py b/vllm/compilation/pass_manager.py index e5051c934999..e3cafcfd7ee2 100644 --- a/vllm/compilation/pass_manager.py +++ b/vllm/compilation/pass_manager.py @@ -18,6 +18,7 @@ from vllm.compilation.rocm_aiter_fusion import ( RocmAiterRMSNormFp8GroupQuantFusionPass, RocmAiterSiluMulFp8GroupQuantFusionPass, + RocmAiterSiluMulFp8PerTokenQuantFusionPass, ) if current_platform.is_cuda_alike(): @@ -132,6 +133,7 @@ def configure(self, config: VllmConfig): self.passes += [ActivationQuantFusionPass(config)] if rocm_aiter_ops.is_enabled(): self.passes += [RocmAiterSiluMulFp8GroupQuantFusionPass(config)] + self.passes += [RocmAiterSiluMulFp8PerTokenQuantFusionPass(config)] # ROCm AITER all-reduce + RMSNorm fusion if ( diff --git a/vllm/compilation/rocm_aiter_fusion.py b/vllm/compilation/rocm_aiter_fusion.py index 8b5db9de3818..01ff8857f458 100644 --- a/vllm/compilation/rocm_aiter_fusion.py +++ b/vllm/compilation/rocm_aiter_fusion.py @@ -33,7 +33,15 @@ AITER_GROUP_FP8_QUANT_OP = torch.ops.vllm.rocm_aiter_group_fp8_quant.default TRITON_GROUP_FP8_QUANT_OP = torch.ops.vllm.triton_per_token_group_quant_fp8.default -FUSED_SILU_MUL_QUANT_OP = torch.ops.vllm.rocm_aiter_act_mul_and_fp8_group_quant.default +FUSED_SILU_MUL_GROUP_QUANT_OP = ( + torch.ops.vllm.rocm_aiter_act_mul_and_fp8_group_quant.default +) +FUSED_SILU_MUL_PER_TOKEN_QUANT_OP = ( + torch.ops.vllm.rocm_aiter_fused_silu_mul_per_token_quant.default +) + +AITER_PER_TOKEN_QUANT_OP = torch.ops.vllm.rocm_aiter_per_token_quant.default +VLLM_PER_TOKEN_QUANT_OP = torch.ops._C.dynamic_per_token_scaled_fp8_quant.default class AiterRMSFp8GroupQuantPattern: @@ -196,7 +204,7 @@ def pattern( def replacement( input: torch.Tensor, ): - at = FUSED_SILU_MUL_QUANT_OP(x=input, group_size=128) + at = FUSED_SILU_MUL_GROUP_QUANT_OP(x=input, group_size=128) return at[0], at[1] inputs = [ @@ -206,6 +214,76 @@ def replacement( pm.register_replacement(pattern, replacement, inputs, pm.fwd_only, pm_pass) +class AiterSiluMulFp8PerTokenQuantPattern(ActivationQuantPattern): + """ + This pattern fuses aiter silu_and_mul and per-token fp8 quant custom + ops into an aiter fused_silu_mul_per_token_quant op. + """ + + def __init__(self, quant_op: OpOverload): + self.silu_and_mul_matcher = MatcherSiluAndMul() + self.quant_op = quant_op + + def register(self, pm_pass: PatternMatcherPass): + from torch._higher_order_ops.auto_functionalize import auto_functionalized + + def pattern( + input: torch.Tensor, + ): + at1 = self.silu_and_mul_matcher(input) + + d = input.shape[-1] // 2 + out_shape = input.shape[:-1] + (d,) + out = torch.empty(out_shape, dtype=FP8_DTYPE, device=input.device) + + if self.quant_op == AITER_PER_TOKEN_QUANT_OP: + scale_shape = out_shape[:-1] + (1,) + scale = torch.empty( + scale_shape, dtype=torch.float32, device=input.device + ) + at2 = auto_functionalized( + self.quant_op, + out=out, + x=at1, + scale=scale, + ) + return at2[1], at2[2] # return out, scale + else: + scale = torch.empty(1, dtype=torch.float32, device=input.device) + at2 = auto_functionalized( + self.quant_op, + result=out, + input=at1, + scale=scale, + scale_ub=None, + ) + return at2[1], at2[2] # return result, scale + + def replacement( + input: torch.Tensor, + ): + d = input.shape[-1] // 2 + out_shape = input.shape[:-1] + (d,) + out = torch.empty(out_shape, dtype=FP8_DTYPE, device=input.device) + + scale_shape = out_shape[:-1] + (1,) + scales = torch.empty(scale_shape, dtype=torch.float32, device=input.device) + + at = auto_functionalized( + FUSED_SILU_MUL_PER_TOKEN_QUANT_OP, + out=out, + scales=scales, + input=input, + ) + return at[1], at[2] # return out, scales + + inputs = [ + self.silu_and_mul_matcher.inputs()[0], + ] + + pm.register_replacement(pattern, replacement, inputs, pm.fwd_only, pm_pass) + + class RocmAiterSiluMulFp8GroupQuantFusionPass(VllmPatternMatcherPass): """ This pass fuses a pre-defined set of custom ops into fused ops. @@ -240,3 +318,35 @@ def uuid(self): AiterSiluMulFp8GroupQuantPattern, ] return VllmInductorPass.hash_source(self, *fusion_patterns) + + +class RocmAiterSiluMulFp8PerTokenQuantFusionPass(VllmPatternMatcherPass): + """ + This pass fuses SiLUAndMul with per-token FP8 quantization. + """ + + @enable_fake_mode + def __init__(self, config: VllmConfig): + super().__init__(config) + + self.patterns: PatternMatcherPass = PatternMatcherPass( + pass_name="rocm_aiter_silu_mul_fp8_per_token_quant_fusion_pass" + ) + + # Register patterns for both aiter and vllm per-token quant ops + for quant_op in [AITER_PER_TOKEN_QUANT_OP, VLLM_PER_TOKEN_QUANT_OP]: + AiterSiluMulFp8PerTokenQuantPattern(quant_op).register(self.patterns) + + self.dump_patterns(config, self.patterns) + + @VllmInductorPass.time_and_log + def __call__(self, graph: torch.fx.Graph): + self.matched_count = self.patterns.apply(graph) + logger.debug("Replaced %s patterns", self.matched_count) + + def uuid(self): + fusion_patterns = [ + ActivationQuantPattern, + AiterSiluMulFp8PerTokenQuantPattern, + ] + return VllmInductorPass.hash_source(self, *fusion_patterns) From ea0bb2e4c952f2b27458832e1e145f6bfb729b73 Mon Sep 17 00:00:00 2001 From: kliuae Date: Mon, 5 Jan 2026 09:56:06 +0000 Subject: [PATCH 2/6] add fallback Signed-off-by: kliuae --- ...m_aiter_silu_mul_per_token_quant_fusion.py | 250 +++++++----------- vllm/compilation/rocm_aiter_fusion.py | 35 ++- 2 files changed, 124 insertions(+), 161 deletions(-) diff --git a/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py b/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py index 5d4a111bc5ae..34686e4178c5 100644 --- a/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py +++ b/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py @@ -1,19 +1,18 @@ # SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project -""" -Unit tests for ROCm aiter fused_silu_mul_per_token_quant fusion pass. -""" import pytest import torch -from vllm._aiter_ops import rocm_aiter_ops +from vllm import envs +from vllm._aiter_ops import IS_AITER_FOUND, rocm_aiter_ops +from vllm.compilation.activation_quant_fusion import ( + SILU_MUL_OP, + ActivationQuantFusionPass, +) from vllm.compilation.noop_elimination import NoOpEliminationPass from vllm.compilation.post_cleanup import PostCleanupPass from vllm.compilation.rocm_aiter_fusion import ( - AITER_PER_TOKEN_QUANT_OP, - FUSED_SILU_MUL_PER_TOKEN_QUANT_OP, - VLLM_PER_TOKEN_QUANT_OP, RocmAiterSiluMulFp8PerTokenQuantFusionPass, ) from vllm.config import ( @@ -21,53 +20,76 @@ CompilationMode, PassConfig, VllmConfig, + set_current_vllm_config, ) from vllm.model_executor.layers.activation import SiluAndMul +from vllm.model_executor.layers.quantization.utils.w8a8_utils import ( + dispatch_w8a8_scaled_mm, + maybe_create_device_identity, +) from vllm.platforms import current_platform -try: - from .backend import TestBackend -except ImportError: - # For manual testing without pytest - import os - import sys - - sys.path.insert(0, os.path.dirname(__file__)) - from backend import TestBackend +from .backend import TestBackend FP8_DTYPE = current_platform.fp8_dtype() +AITER_PER_TOKEN_QUANT_OP = torch.ops.vllm.rocm_aiter_per_token_quant.default +VLLM_PER_TOKEN_QUANT_OP = torch.ops._C.dynamic_per_token_scaled_fp8_quant.default +FUSED_SILU_MUL_PER_TOKEN_QUANT_OP = ( + torch.ops.vllm.rocm_aiter_fused_silu_mul_per_token_quant.default +) + class TestSiluMulPerTokenQuantModel(torch.nn.Module): - def __init__(self, hidden_size: int, use_aiter_quant: bool = True): + def __init__(self, hidden_size: int, use_aiter_quant: bool = True, **kwargs): super().__init__() self.silu_and_mul = SiluAndMul() self.hidden_size = hidden_size self.use_aiter_quant = use_aiter_quant self.enable_silu_mul_custom_op = self.silu_and_mul.enabled() + weight_bf16 = torch.randn(hidden_size, hidden_size, dtype=torch.bfloat16) + weight_absmax = torch.max(torch.abs(weight_bf16), dim=0, keepdim=True)[ + 0 + ] # [1, hidden_size] + fp8_max = torch.finfo(FP8_DTYPE).max + self.weight_scale = ( + (weight_absmax / fp8_max).clamp(min=1e-12).to(torch.float32).t() + ) + self.weight = (weight_bf16 / weight_absmax).to(FP8_DTYPE).t() + def forward(self, x): y = self.silu_and_mul(x) if self.use_aiter_quant: - # Use aiter per-token quant - out, scale = rocm_aiter_ops.per_token_quant(y, FP8_DTYPE) + out, scale_a = rocm_aiter_ops.per_token_quant(y, FP8_DTYPE) else: - # Use vllm per-token quant (use torch ops directly) - # This matches what's in the fusion pattern - import torch + from vllm._custom_ops import scaled_fp8_quant - out = torch.empty_like(y, dtype=FP8_DTYPE) - scale = torch.empty(1, dtype=torch.float32, device=y.device) - torch.ops._C.dynamic_per_token_scaled_fp8_quant(out, y, scale, None) + out, scale_a = scaled_fp8_quant(y, use_per_token_if_dynamic=True) - return out, scale + # Use _scaled_mm to skip shuffling for testing + w8a8_scaled_mm = dispatch_w8a8_scaled_mm( + preferred_backend="torch", + per_tensor_weights=False, + per_tensor_activations=False, + ) + num_tokens = x.shape[0] + result = w8a8_scaled_mm( + qinput=out, + weight=self.weight, + scale_a=scale_a, + scale_b=self.weight_scale, + out_dtype=torch.bfloat16, + bias=None, + output_shape=[num_tokens, self.hidden_size], + ) + + return result - def ops_before_fusion(self): + def ops_in_model_before(self): silu_mul_op = ( - torch.ops._C.silu_and_mul.default - if self.enable_silu_mul_custom_op - else torch.ops.aten.mul + SILU_MUL_OP if self.enable_silu_mul_custom_op else torch.ops.aten.mul ) quant_op = ( @@ -78,148 +100,70 @@ def ops_before_fusion(self): return [silu_mul_op, quant_op] - def ops_after_fusion(self): + def ops_in_model_after(self): return [FUSED_SILU_MUL_PER_TOKEN_QUANT_OP] +@pytest.mark.parametrize("num_tokens", [32, 128, 1024]) +@pytest.mark.parametrize( + "hidden_size", [256, 4096] +) # Minimum 256 required for aiter fused kernel (vec_size >= 4) +@pytest.mark.parametrize("dtype", [torch.bfloat16]) +@pytest.mark.parametrize("enable_silu_mul_custom_op", [True, False]) +@pytest.mark.parametrize("use_aiter_quant", [True, False]) @pytest.mark.skipif( - not current_platform.is_rocm() or not rocm_aiter_ops.is_enabled(), - reason="Requires ROCm with aiter support", + envs.VLLM_TARGET_DEVICE not in ["rocm"] or not IS_AITER_FOUND, + reason="Only test on ROCm with aiter support", ) -@pytest.mark.parametrize("hidden_size", [128, 4096]) -@pytest.mark.parametrize("num_tokens", [1, 32, 128]) -@pytest.mark.parametrize("use_aiter_quant", [True, False]) -def test_silu_mul_per_token_quant_fusion( - hidden_size: int, num_tokens: int, use_aiter_quant: bool +def test_fusion_silu_and_mul_per_token_quant( + num_tokens: int, + hidden_size: int, + dtype: torch.dtype, + enable_silu_mul_custom_op: bool, + use_aiter_quant: bool, ): - vllm_config = VllmConfig( - compilation_config=CompilationConfig( - mode=CompilationMode.VLLM_COMPILE, - pass_config=PassConfig(fuse_act_quant=True, eliminate_noops=True), - ) - ) - - model = ( - TestSiluMulPerTokenQuantModel(hidden_size, use_aiter_quant=use_aiter_quant) - .eval() - .cuda() - ) + torch.set_default_device("cuda") + torch.set_default_dtype(dtype) + maybe_create_device_identity() - x = torch.randn(num_tokens, 2 * hidden_size, dtype=torch.bfloat16, device="cuda") - - with torch.no_grad(): - ref_out, ref_scale = model(x) - - fusion_passes = [RocmAiterSiluMulFp8PerTokenQuantFusionPass(vllm_config)] - passes = [ - NoOpEliminationPass(vllm_config), - *fusion_passes, - PostCleanupPass(vllm_config), - ] - backend = TestBackend(*passes) - - model_compiled = torch.compile(model, backend=backend) - - with torch.no_grad(): - fused_out, fused_scale = model_compiled(x) - - ref_dequant = ref_out.to(torch.float32) * ref_scale - fused_dequant = fused_out.to(torch.float32) * fused_scale - - rtol, atol = 5e-1, 5e-2 - try: - torch.testing.assert_close(ref_dequant, fused_dequant, rtol=rtol, atol=atol) - except AssertionError as e: - diff = torch.abs(ref_dequant - fused_dequant) - raise AssertionError( - "Dequantized output mismatch.\n" - f" rtol={rtol}, atol={atol}\n" - f" mean_diff={diff.mean().item():.6f}\n" - f" max_diff={diff.max().item():.6f}\n" - ) from e - - rtol_scale, atol_scale = 1e-2, 1e-2 - try: - torch.testing.assert_close( - ref_scale, fused_scale, rtol=rtol_scale, atol=atol_scale - ) - except AssertionError as e: - raise AssertionError( - "Scale mismatch.\n" - f" rtol={rtol_scale}, atol={atol_scale}\n" - f" max_diff={torch.max(torch.abs(ref_scale - fused_scale)).item():.6f}\n" - f" mean_diff={torch.mean(torch.abs(ref_scale - fused_scale)).item():.6f}\n" - ) from e - - ops_before = model.ops_before_fusion() - ops_after = model.ops_after_fusion() - - graph = backend.graphs[0] if hasattr(backend, "graphs") and backend.graphs else None - - if graph is not None: - fused_op_found = False - for node in graph.nodes: - if node.op == "call_function" and node.target in ops_after: - fused_op_found = True - break - - assert fused_op_found, ( - f"Fused op {ops_after} not found in compiled graph. " - f"Expected fusion to occur." - ) - - # Optionally check that original ops are not present - # (This is stricter and may not always hold depending on graph structure) - for node in graph.nodes: - if node.op == "call_function": - # The original separate ops should ideally not be present - # but we'll just ensure the fused op exists - pass - - print( - f"Fusion test passed: tokens={num_tokens}, hidden={hidden_size}, " - f" use_aiter_quant={use_aiter_quant}, " - f" rtol={rtol}, atol={atol}" - ) + x = torch.rand(num_tokens, hidden_size * 2) + custom_ops = [] + if enable_silu_mul_custom_op: + custom_ops.append("+silu_and_mul") -@pytest.mark.skipif( - not current_platform.is_rocm() or not rocm_aiter_ops.is_enabled(), - reason="Requires ROCm with aiter support", -) -def test_fusion_pass_registered(): - """Test that the fusion pass is properly registered.""" - vllm_config = VllmConfig( + config = VllmConfig( compilation_config=CompilationConfig( mode=CompilationMode.VLLM_COMPILE, + custom_ops=custom_ops, pass_config=PassConfig(fuse_act_quant=True, eliminate_noops=True), - ) + ), ) - fusion_pass = RocmAiterSiluMulFp8PerTokenQuantFusionPass(vllm_config) + with set_current_vllm_config(config): + fusion_passes = [ActivationQuantFusionPass(config)] + if IS_AITER_FOUND: + fusion_passes += [RocmAiterSiluMulFp8PerTokenQuantFusionPass(config)] - assert hasattr(fusion_pass, "patterns"), "Fusion pass missing patterns attribute" + passes = [NoOpEliminationPass(config), *fusion_passes, PostCleanupPass(config)] + backend = TestBackend(*passes) - print("Fusion pass can be instantiated and has patterns registered") + model = TestSiluMulPerTokenQuantModel( + hidden_size=hidden_size, use_aiter_quant=use_aiter_quant + ) + torch._dynamo.mark_dynamic(x, 0) -if __name__ == "__main__": - if current_platform.is_rocm() and rocm_aiter_ops.is_enabled(): - print("Running manual fusion tests...") + result = model(x) - print("\n1. Testing fusion pass registration...") - test_fusion_pass_registered() + model2 = torch.compile(model, backend=backend) + result2 = model2(x) - print("\n2. Testing fusion with aiter per-token quant...") - test_silu_mul_per_token_quant_fusion( - hidden_size=4096, num_tokens=128, use_aiter_quant=True - ) + atol, rtol = 2e-2, 5e-2 + torch.testing.assert_close(result, result2, atol=atol, rtol=rtol) - print("\n3. Testing fusion with vllm per-token quant...") - test_silu_mul_per_token_quant_fusion( - hidden_size=4096, num_tokens=128, use_aiter_quant=False - ) + assert sum([p.matched_count for p in fusion_passes]) == 1 + + backend.check_before_ops(model.ops_in_model_before()) - print("\n✓ All manual fusion tests passed!") - else: - print("Skipping tests - ROCm with aiter not available") + backend.check_after_ops(model.ops_in_model_after()) diff --git a/vllm/compilation/rocm_aiter_fusion.py b/vllm/compilation/rocm_aiter_fusion.py index 01ff8857f458..ca45312c185c 100644 --- a/vllm/compilation/rocm_aiter_fusion.py +++ b/vllm/compilation/rocm_aiter_fusion.py @@ -236,20 +236,18 @@ def pattern( out_shape = input.shape[:-1] + (d,) out = torch.empty(out_shape, dtype=FP8_DTYPE, device=input.device) + scale_shape = out_shape[:-1] + (1,) + scale = torch.empty(scale_shape, dtype=torch.float32, device=input.device) + if self.quant_op == AITER_PER_TOKEN_QUANT_OP: - scale_shape = out_shape[:-1] + (1,) - scale = torch.empty( - scale_shape, dtype=torch.float32, device=input.device - ) at2 = auto_functionalized( self.quant_op, out=out, x=at1, scale=scale, ) - return at2[1], at2[2] # return out, scale + return at2[1], at2[2] else: - scale = torch.empty(1, dtype=torch.float32, device=input.device) at2 = auto_functionalized( self.quant_op, result=out, @@ -257,7 +255,7 @@ def pattern( scale=scale, scale_ub=None, ) - return at2[1], at2[2] # return result, scale + return at2[1], at2[2] def replacement( input: torch.Tensor, @@ -269,13 +267,34 @@ def replacement( scale_shape = out_shape[:-1] + (1,) scales = torch.empty(scale_shape, dtype=torch.float32, device=input.device) + # NOTE: aiter fused_silu_mul_per_token_quant requires d >= 256 + # Fall back to the unfused pattern otherwise + if isinstance(d, int) and d < 256: + at1 = self.silu_and_mul_matcher(input) + if self.quant_op == AITER_PER_TOKEN_QUANT_OP: + at2 = auto_functionalized( + self.quant_op, + out=out, + x=at1, + scale=scales, + ) + return at2[1], at2[2] + at2 = auto_functionalized( + self.quant_op, + result=out, + input=at1, + scale=scales, + scale_ub=None, + ) + return at2[1], at2[2] + at = auto_functionalized( FUSED_SILU_MUL_PER_TOKEN_QUANT_OP, out=out, scales=scales, input=input, ) - return at[1], at[2] # return out, scales + return at[1], at[2] inputs = [ self.silu_and_mul_matcher.inputs()[0], From fbee9cbce856bc4e18499817c3b1007f25cca452 Mon Sep 17 00:00:00 2001 From: kliuae Date: Mon, 5 Jan 2026 15:03:34 +0000 Subject: [PATCH 3/6] refine tests Signed-off-by: kliuae --- tests/compile/test_silu_mul_quant_fusion.py | 72 ++++++++++++++++++++- 1 file changed, 71 insertions(+), 1 deletion(-) diff --git a/tests/compile/test_silu_mul_quant_fusion.py b/tests/compile/test_silu_mul_quant_fusion.py index eb0dee8d4e39..c9c5057d5b38 100644 --- a/tests/compile/test_silu_mul_quant_fusion.py +++ b/tests/compile/test_silu_mul_quant_fusion.py @@ -17,6 +17,12 @@ from vllm.compilation.fusion import QUANT_OPS from vllm.compilation.noop_elimination import NoOpEliminationPass from vllm.compilation.post_cleanup import PostCleanupPass +from vllm.compilation.rocm_aiter_fusion import ( + AITER_PER_TOKEN_QUANT_OP, + FUSED_SILU_MUL_PER_TOKEN_QUANT_OP, + VLLM_PER_TOKEN_QUANT_OP, + RocmAiterSiluMulFp8PerTokenQuantFusionPass, +) from vllm.config import ( CompilationConfig, CompilationMode, @@ -161,8 +167,59 @@ def ops_in_model_after(self): return [torch.ops.vllm.rocm_aiter_act_mul_and_fp8_group_quant] +class TestSiluMulPerTokenQuantModel(torch.nn.Module): + def __init__(self, hidden_size: int, **kwargs): + super().__init__() + self.silu_and_mul = SiluAndMul() + self.hidden_size = hidden_size + self.enable_silu_mul_custom_op = self.silu_and_mul.enabled() + + self.fp8_linear = Fp8LinearOp( + act_quant_static=False, + act_quant_group_shape=GroupShape.PER_TOKEN, + pad_output=False, + ) + + self.use_aiter_quant = ( + self.fp8_linear.quant_fp8.use_aiter + if hasattr(self.fp8_linear.quant_fp8, "use_aiter") + else False + ) + + weight_bf16 = torch.randn(hidden_size, hidden_size, dtype=torch.bfloat16) + weight_absmax = torch.max(torch.abs(weight_bf16), dim=0, keepdim=True)[ + 0 + ] # [1, hidden_size] + fp8_max = torch.finfo(FP8_DTYPE).max + self.wscale = ( + (weight_absmax / fp8_max).clamp(min=1e-12).to(torch.float32).t() + ) # [hidden_size, 1] + self.w = (weight_bf16 / weight_absmax).to(FP8_DTYPE).t() + + def forward(self, x): + y = self.silu_and_mul(x) + x2 = self.fp8_linear.apply(y, self.w, self.wscale, out_dtype=torch.bfloat16) + return x2, None # mimic 2-element output + + def ops_in_model_before(self): + silu_mul_op = ( + SILU_MUL_OP if self.enable_silu_mul_custom_op else torch.ops.aten.mul + ) + + quant_op = ( + AITER_PER_TOKEN_QUANT_OP + if self.use_aiter_quant + else VLLM_PER_TOKEN_QUANT_OP + ) + + return [silu_mul_op, quant_op] + + def ops_in_model_after(self): + return [FUSED_SILU_MUL_PER_TOKEN_QUANT_OP] + + @pytest.mark.parametrize("num_tokens", [32, 64]) -@pytest.mark.parametrize("hidden_size", [128, 256]) +@pytest.mark.parametrize("hidden_size", [128, 256, 4096]) @pytest.mark.parametrize("dtype", [torch.bfloat16, torch.float16]) @pytest.mark.parametrize("enable_silu_mul_custom_op", [True, False]) @pytest.mark.parametrize( @@ -171,6 +228,7 @@ def ops_in_model_after(self): + [ (TestSiluMulNvfp4QuantModel, False, False), (TestSiluMulGroupFp8QuantModel, False, False), + (TestSiluMulPerTokenQuantModel, False, False), ], ) # cuda_force_torch used to test torch code path on platforms that @@ -186,6 +244,7 @@ def test_fusion_silu_and_mul_quant( TestSiluMulFp8QuantModel | TestSiluMulNvfp4QuantModel | TestSiluMulGroupFp8QuantModel + | TestSiluMulPerTokenQuantModel ], enable_silu_mul_custom_op: bool, enable_quant_fp8_custom_op: bool, @@ -195,6 +254,13 @@ def test_fusion_silu_and_mul_quant( pytest.skip("NVFP4 is not supported on this GPU.") if model_class is TestSiluMulGroupFp8QuantModel and not IS_AITER_FOUND: pytest.skip("AITER is not supported on this GPU.") + if model_class is TestSiluMulPerTokenQuantModel and not IS_AITER_FOUND: + pytest.skip("AITER is not supported on this GPU.") + + if model_class is TestSiluMulPerTokenQuantModel and hidden_size < 256: + pytest.skip( + "Hidden size must be at least 256 for per-token quantization fusion." + ) torch.set_default_device("cuda") torch.set_default_dtype(dtype) @@ -224,6 +290,8 @@ def test_fusion_silu_and_mul_quant( ) fusion_passes += [RocmAiterSiluMulFp8GroupQuantFusionPass(config)] + if model_class is TestSiluMulPerTokenQuantModel: + fusion_passes += [RocmAiterSiluMulFp8PerTokenQuantFusionPass(config)] passes = [NoOpEliminationPass(config), *fusion_passes, PostCleanupPass(config)] backend = TestBackend(*passes) @@ -246,6 +314,8 @@ def test_fusion_silu_and_mul_quant( atol, rtol = 1e-1, 1e-1 elif model_class == TestSiluMulGroupFp8QuantModel: atol, rtol = 5e-2, 5e-2 + elif model_class == TestSiluMulPerTokenQuantModel: + atol, rtol = 1e-2, 1e-2 torch.testing.assert_close( result[0].to(dtype=dtype), result2[0].to(dtype=dtype), atol=atol, rtol=rtol From 2593edb73df0df77ea34cf833a2f8d3ae7e57fff Mon Sep 17 00:00:00 2001 From: kliuae Date: Tue, 6 Jan 2026 08:29:39 +0000 Subject: [PATCH 4/6] lift intermediate size constraint Signed-off-by: kliuae --- tests/compile/test_silu_mul_quant_fusion.py | 7 +------ vllm/compilation/rocm_aiter_fusion.py | 21 --------------------- 2 files changed, 1 insertion(+), 27 deletions(-) diff --git a/tests/compile/test_silu_mul_quant_fusion.py b/tests/compile/test_silu_mul_quant_fusion.py index c9c5057d5b38..538ec3e2988b 100644 --- a/tests/compile/test_silu_mul_quant_fusion.py +++ b/tests/compile/test_silu_mul_quant_fusion.py @@ -177,7 +177,7 @@ def __init__(self, hidden_size: int, **kwargs): self.fp8_linear = Fp8LinearOp( act_quant_static=False, act_quant_group_shape=GroupShape.PER_TOKEN, - pad_output=False, + pad_output=True, ) self.use_aiter_quant = ( @@ -257,11 +257,6 @@ def test_fusion_silu_and_mul_quant( if model_class is TestSiluMulPerTokenQuantModel and not IS_AITER_FOUND: pytest.skip("AITER is not supported on this GPU.") - if model_class is TestSiluMulPerTokenQuantModel and hidden_size < 256: - pytest.skip( - "Hidden size must be at least 256 for per-token quantization fusion." - ) - torch.set_default_device("cuda") torch.set_default_dtype(dtype) maybe_create_device_identity() diff --git a/vllm/compilation/rocm_aiter_fusion.py b/vllm/compilation/rocm_aiter_fusion.py index ca45312c185c..4271ecc87e5a 100644 --- a/vllm/compilation/rocm_aiter_fusion.py +++ b/vllm/compilation/rocm_aiter_fusion.py @@ -267,27 +267,6 @@ def replacement( scale_shape = out_shape[:-1] + (1,) scales = torch.empty(scale_shape, dtype=torch.float32, device=input.device) - # NOTE: aiter fused_silu_mul_per_token_quant requires d >= 256 - # Fall back to the unfused pattern otherwise - if isinstance(d, int) and d < 256: - at1 = self.silu_and_mul_matcher(input) - if self.quant_op == AITER_PER_TOKEN_QUANT_OP: - at2 = auto_functionalized( - self.quant_op, - out=out, - x=at1, - scale=scales, - ) - return at2[1], at2[2] - at2 = auto_functionalized( - self.quant_op, - result=out, - input=at1, - scale=scales, - scale_ub=None, - ) - return at2[1], at2[2] - at = auto_functionalized( FUSED_SILU_MUL_PER_TOKEN_QUANT_OP, out=out, From fb5aa5ac375b8928a6023ea00ca7629d855262b7 Mon Sep 17 00:00:00 2001 From: kliuae Date: Tue, 6 Jan 2026 08:34:29 +0000 Subject: [PATCH 5/6] remove dbg test Signed-off-by: kliuae --- ...m_aiter_silu_mul_per_token_quant_fusion.py | 169 ------------------ 1 file changed, 169 deletions(-) delete mode 100644 tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py diff --git a/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py b/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py deleted file mode 100644 index 34686e4178c5..000000000000 --- a/tests/compile/test_rocm_aiter_silu_mul_per_token_quant_fusion.py +++ /dev/null @@ -1,169 +0,0 @@ -# SPDX-License-Identifier: Apache-2.0 -# SPDX-FileCopyrightText: Copyright contributors to the vLLM project - -import pytest -import torch - -from vllm import envs -from vllm._aiter_ops import IS_AITER_FOUND, rocm_aiter_ops -from vllm.compilation.activation_quant_fusion import ( - SILU_MUL_OP, - ActivationQuantFusionPass, -) -from vllm.compilation.noop_elimination import NoOpEliminationPass -from vllm.compilation.post_cleanup import PostCleanupPass -from vllm.compilation.rocm_aiter_fusion import ( - RocmAiterSiluMulFp8PerTokenQuantFusionPass, -) -from vllm.config import ( - CompilationConfig, - CompilationMode, - PassConfig, - VllmConfig, - set_current_vllm_config, -) -from vllm.model_executor.layers.activation import SiluAndMul -from vllm.model_executor.layers.quantization.utils.w8a8_utils import ( - dispatch_w8a8_scaled_mm, - maybe_create_device_identity, -) -from vllm.platforms import current_platform - -from .backend import TestBackend - -FP8_DTYPE = current_platform.fp8_dtype() - -AITER_PER_TOKEN_QUANT_OP = torch.ops.vllm.rocm_aiter_per_token_quant.default -VLLM_PER_TOKEN_QUANT_OP = torch.ops._C.dynamic_per_token_scaled_fp8_quant.default -FUSED_SILU_MUL_PER_TOKEN_QUANT_OP = ( - torch.ops.vllm.rocm_aiter_fused_silu_mul_per_token_quant.default -) - - -class TestSiluMulPerTokenQuantModel(torch.nn.Module): - def __init__(self, hidden_size: int, use_aiter_quant: bool = True, **kwargs): - super().__init__() - self.silu_and_mul = SiluAndMul() - self.hidden_size = hidden_size - self.use_aiter_quant = use_aiter_quant - self.enable_silu_mul_custom_op = self.silu_and_mul.enabled() - - weight_bf16 = torch.randn(hidden_size, hidden_size, dtype=torch.bfloat16) - weight_absmax = torch.max(torch.abs(weight_bf16), dim=0, keepdim=True)[ - 0 - ] # [1, hidden_size] - fp8_max = torch.finfo(FP8_DTYPE).max - self.weight_scale = ( - (weight_absmax / fp8_max).clamp(min=1e-12).to(torch.float32).t() - ) - self.weight = (weight_bf16 / weight_absmax).to(FP8_DTYPE).t() - - def forward(self, x): - y = self.silu_and_mul(x) - - if self.use_aiter_quant: - out, scale_a = rocm_aiter_ops.per_token_quant(y, FP8_DTYPE) - else: - from vllm._custom_ops import scaled_fp8_quant - - out, scale_a = scaled_fp8_quant(y, use_per_token_if_dynamic=True) - - # Use _scaled_mm to skip shuffling for testing - w8a8_scaled_mm = dispatch_w8a8_scaled_mm( - preferred_backend="torch", - per_tensor_weights=False, - per_tensor_activations=False, - ) - num_tokens = x.shape[0] - result = w8a8_scaled_mm( - qinput=out, - weight=self.weight, - scale_a=scale_a, - scale_b=self.weight_scale, - out_dtype=torch.bfloat16, - bias=None, - output_shape=[num_tokens, self.hidden_size], - ) - - return result - - def ops_in_model_before(self): - silu_mul_op = ( - SILU_MUL_OP if self.enable_silu_mul_custom_op else torch.ops.aten.mul - ) - - quant_op = ( - AITER_PER_TOKEN_QUANT_OP - if self.use_aiter_quant - else VLLM_PER_TOKEN_QUANT_OP - ) - - return [silu_mul_op, quant_op] - - def ops_in_model_after(self): - return [FUSED_SILU_MUL_PER_TOKEN_QUANT_OP] - - -@pytest.mark.parametrize("num_tokens", [32, 128, 1024]) -@pytest.mark.parametrize( - "hidden_size", [256, 4096] -) # Minimum 256 required for aiter fused kernel (vec_size >= 4) -@pytest.mark.parametrize("dtype", [torch.bfloat16]) -@pytest.mark.parametrize("enable_silu_mul_custom_op", [True, False]) -@pytest.mark.parametrize("use_aiter_quant", [True, False]) -@pytest.mark.skipif( - envs.VLLM_TARGET_DEVICE not in ["rocm"] or not IS_AITER_FOUND, - reason="Only test on ROCm with aiter support", -) -def test_fusion_silu_and_mul_per_token_quant( - num_tokens: int, - hidden_size: int, - dtype: torch.dtype, - enable_silu_mul_custom_op: bool, - use_aiter_quant: bool, -): - torch.set_default_device("cuda") - torch.set_default_dtype(dtype) - maybe_create_device_identity() - - x = torch.rand(num_tokens, hidden_size * 2) - - custom_ops = [] - if enable_silu_mul_custom_op: - custom_ops.append("+silu_and_mul") - - config = VllmConfig( - compilation_config=CompilationConfig( - mode=CompilationMode.VLLM_COMPILE, - custom_ops=custom_ops, - pass_config=PassConfig(fuse_act_quant=True, eliminate_noops=True), - ), - ) - - with set_current_vllm_config(config): - fusion_passes = [ActivationQuantFusionPass(config)] - if IS_AITER_FOUND: - fusion_passes += [RocmAiterSiluMulFp8PerTokenQuantFusionPass(config)] - - passes = [NoOpEliminationPass(config), *fusion_passes, PostCleanupPass(config)] - backend = TestBackend(*passes) - - model = TestSiluMulPerTokenQuantModel( - hidden_size=hidden_size, use_aiter_quant=use_aiter_quant - ) - - torch._dynamo.mark_dynamic(x, 0) - - result = model(x) - - model2 = torch.compile(model, backend=backend) - result2 = model2(x) - - atol, rtol = 2e-2, 5e-2 - torch.testing.assert_close(result, result2, atol=atol, rtol=rtol) - - assert sum([p.matched_count for p in fusion_passes]) == 1 - - backend.check_before_ops(model.ops_in_model_before()) - - backend.check_after_ops(model.ops_in_model_after()) From 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