From 9be02c8ced86781ec54e5e428f3f5d098f60a3fe Mon Sep 17 00:00:00 2001 From: Kacper Pietkun Date: Mon, 22 Sep 2025 15:12:07 +0300 Subject: [PATCH 1/7] Add tests for some ops Signed-off-by: Kacper Pietkun --- tests/unit_tests/ops/data/awq/input.pt | Bin 0 -> 4670 bytes tests/unit_tests/ops/data/awq/output.pt | Bin 0 -> 3141 bytes tests/unit_tests/ops/data/awq/qweight.pt | Bin 0 -> 17996 bytes tests/unit_tests/ops/data/awq/qzeros.pt | Bin 0 -> 1733 bytes tests/unit_tests/ops/data/awq/scales.pt | Bin 0 -> 2117 bytes tests/unit_tests/ops/data/gptq/input.pt | Bin 0 -> 4670 bytes tests/unit_tests/ops/data/gptq/output.pt | Bin 0 -> 1669 bytes tests/unit_tests/ops/data/gptq/qweight.pt | Bin 0 -> 2636 bytes tests/unit_tests/ops/data/gptq/qzeros.pt | Bin 0 -> 1605 bytes tests/unit_tests/ops/data/gptq/scales.pt | Bin 0 -> 1605 bytes tests/unit_tests/ops/test_hpu_awq.py | 49 +++ tests/unit_tests/ops/test_hpu_gptq.py | 49 +++ tests/unit_tests/ops/test_hpu_layernorm.py | 71 ++++ .../ops/test_hpu_rotary_embedding.py | 388 ++++++++++++++++++ tests/unit_tests/ops/utils.py | 30 ++ vllm_gaudi/ops/hpu_fp8.py | 2 - 16 files changed, 587 insertions(+), 2 deletions(-) create mode 100644 tests/unit_tests/ops/data/awq/input.pt create mode 100644 tests/unit_tests/ops/data/awq/output.pt create mode 100644 tests/unit_tests/ops/data/awq/qweight.pt create mode 100644 tests/unit_tests/ops/data/awq/qzeros.pt create mode 100644 tests/unit_tests/ops/data/awq/scales.pt create mode 100644 tests/unit_tests/ops/data/gptq/input.pt create mode 100644 tests/unit_tests/ops/data/gptq/output.pt create mode 100644 tests/unit_tests/ops/data/gptq/qweight.pt create mode 100644 tests/unit_tests/ops/data/gptq/qzeros.pt create mode 100644 tests/unit_tests/ops/data/gptq/scales.pt create mode 100644 tests/unit_tests/ops/test_hpu_awq.py create mode 100644 tests/unit_tests/ops/test_hpu_gptq.py create mode 100644 tests/unit_tests/ops/test_hpu_layernorm.py create mode 100644 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+ oot_op = RowParallelLinear(input_size=256, + output_size=128, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.bfloat16, + reduce_results=True, + quant_config=oot_quant_config, + return_bias=False, + disable_tp=False).to("hpu") + assert isinstance(oot_op.quant_method, AWQHPULinearMethod) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # qweight, qzeros, scales extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-AWQ + # (with adjusted shape, to make tensors smaller - output_size = 8 instead of 4096) + qweight = torch.load("data/awq/qweight.pt", weights_only=False, map_location="hpu") + oot_op.qweight.copy_(qweight) + qzeros = torch.load("data/awq/qzeros.pt", weights_only=False, map_location="hpu") + oot_op.qzeros.data.copy_(qzeros) + scales = torch.load("data/awq/scales.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + oot_op.scales.data.copy_(scales) + + # Input and expected output + # Output tensor holds the data that was returned by cuda implementation of AWQLinearMethod for given input + # (AWQLinearMethod was triggered offline with the same input as below to get the desired output) + input = torch.load("data/awq/input.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + ref_output = torch.load("data/awq/output.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + + # Execute layer + oot_op.quant_method.process_weights_after_loading(oot_op) + out = oot_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) diff --git a/tests/unit_tests/ops/test_hpu_gptq.py b/tests/unit_tests/ops/test_hpu_gptq.py new file mode 100644 index 00000000..61db95f8 --- /dev/null +++ b/tests/unit_tests/ops/test_hpu_gptq.py @@ -0,0 +1,49 @@ +import torch +import habana_frameworks.torch as htorch +from vllm_gaudi.ops.hpu_gptq import GPTQHPULinearMethod, GPTQHPUConfig +from vllm_gaudi.utils import HPUCompileConfig +from vllm.model_executor.layers.linear import RowParallelLinear + + +def test_gptq_linear_method(dist_init): + config = {"bits": 4, "group_size": 128, "desc_act": False, "lm_head": False} + oot_quant_config = GPTQHPUConfig.from_config(config) + + # Prepare linear layer with oot GPTQHPULinearMethod + oot_op = RowParallelLinear(input_size=256, + output_size=8, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.bfloat16, + reduce_results=True, + quant_config=oot_quant_config, + return_bias=False, + disable_tp=False).to("hpu") + assert isinstance(oot_op.quant_method, GPTQHPULinearMethod) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # qweight, qzeros, scales extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-GPTQ + # (with adjusted shape, to make tensors smaller - output_size = 8 instead of 4096) + qweight = torch.load("data/gptq/qweight.pt", weights_only=False, map_location="hpu") + oot_op.qweight.copy_(qweight) + qzeros = torch.load("data/gptq/qzeros.pt", weights_only=False, map_location="hpu") + oot_op.qzeros.data.copy_(qzeros) + scales = torch.load("data/gptq/scales.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + oot_op.scales.data.copy_(scales) + + # Input and expected output + # Output tensor holds the data that was returned by cuda implementation of GPTQLinearMethod for given input + # (GPTQLinearMethod was triggered offline with the same input as below to get the desired output) + input = torch.load("data/gptq/input.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + ref_output = torch.load("data/gptq/output.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + + # Execute layer + oot_op.quant_method.process_weights_after_loading(oot_op) + out = oot_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) diff --git a/tests/unit_tests/ops/test_hpu_layernorm.py b/tests/unit_tests/ops/test_hpu_layernorm.py new file mode 100644 index 00000000..c0920a23 --- /dev/null +++ b/tests/unit_tests/ops/test_hpu_layernorm.py @@ -0,0 +1,71 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + +import pytest +import torch +import habana_frameworks.torch as htorch +from utils import temporary_op_registry_oot, register_op +from vllm_gaudi.ops.hpu_layernorm import HPURMSNorm +from vllm_gaudi.utils import HPUCompileConfig +from vllm.model_executor.layers.layernorm import RMSNorm +from vllm.platforms import current_platform + +DTYPES = [torch.bfloat16, torch.float] +NUM_TOKENS = [7, 83, 4096] +HIDDEN_SIZES = [8, 768, 769, 770, 771, 5120, 5124, 5125, 5126, 8192, 8199] +ADD_RESIDUAL = [False, True] +DEVICE = [current_platform.device_type] +IS_STRIDED = [False, True] + + +@pytest.mark.parametrize("num_tokens", NUM_TOKENS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("add_residual", ADD_RESIDUAL) +@pytest.mark.parametrize("dtype", DTYPES) +@pytest.mark.parametrize("device", DEVICE) +@pytest.mark.parametrize("strided_input", IS_STRIDED) +def test_rms_norm( + num_tokens: int, + hidden_size: int, + add_residual: bool, + dtype: torch.dtype, + device: str, + strided_input: bool, +) -> None: + with temporary_op_registry_oot(): + # prepare native RMSNorm module + native_rms_norm = RMSNorm(hidden_size=hidden_size, eps=1e-05) + native_rms_norm = native_rms_norm.to(dtype=dtype).to(device) + native_rms_norm.weight.data.normal_(mean=1.0, std=0.1) + assert isinstance(native_rms_norm, RMSNorm) and not isinstance(native_rms_norm, HPURMSNorm) + + # Prepare oot HPURMSNorm module + register_op(RMSNorm, HPURMSNorm) + oot_rms_norm = RMSNorm(hidden_size=hidden_size, eps=1e-05) + oot_rms_norm = oot_rms_norm.to(dtype=dtype).to(device) + oot_rms_norm.weight.data = native_rms_norm.weight.data.clone() + assert isinstance(oot_rms_norm, RMSNorm) and isinstance(oot_rms_norm, HPURMSNorm) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_rms_norm = torch.compile(oot_rms_norm, **compile_config.get_compile_args()) + + # Prepare input data + scale = 1 / (2 * hidden_size) + last_dim = 2 * hidden_size if strided_input else hidden_size + x = torch.randn(num_tokens, last_dim, dtype=dtype, device=device) + x = x[..., :hidden_size] + assert x.is_contiguous() != strided_input + x *= scale + residual = torch.randn_like(x) * scale if add_residual else None + + # Execute layers + ref_out = native_rms_norm(x, residual) + out = oot_rms_norm(x, residual) + + # Check correctness + if add_residual: + torch.testing.assert_close(out[0], ref_out[0], atol=1e-2, rtol=1e-2) + torch.testing.assert_close(out[1], ref_out[1], atol=1e-2, rtol=1e-2) + else: + torch.testing.assert_close(out, ref_out, atol=1e-2, rtol=1e-2) diff --git a/tests/unit_tests/ops/test_hpu_rotary_embedding.py b/tests/unit_tests/ops/test_hpu_rotary_embedding.py new file mode 100644 index 00000000..ddbf83eb --- /dev/null +++ b/tests/unit_tests/ops/test_hpu_rotary_embedding.py @@ -0,0 +1,388 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + +import pytest +import torch +import habana_frameworks.torch as htorch +from typing import NamedTuple +from utils import temporary_op_registry_oot, register_op +from transformers.models.auto.configuration_auto import AutoConfig +from vllm_gaudi.utils import HPUCompileConfig +from vllm_gaudi.ops.hpu_rotary_embedding import (HPURotaryEmbedding, HPULinearScalingRotaryEmbedding, + HPUDynamicNTKScalingRotaryEmbedding, HPUYaRNScalingRotaryEmbedding, + HPUDeepseekScalingRotaryEmbedding, HPULlama3RotaryEmbedding, + HPUPhi3LongRoPEScaledRotaryEmbedding, HPULlama4VisionRotaryEmbedding, + HPUMRotaryEmbedding) +from vllm.model_executor.layers.rotary_embedding import (RotaryEmbedding, LinearScalingRotaryEmbedding, + DynamicNTKScalingRotaryEmbedding, YaRNScalingRotaryEmbedding, + DeepseekScalingRotaryEmbedding, Llama3RotaryEmbedding, + Phi3LongRoPEScaledRotaryEmbedding, Llama4VisionRotaryEmbedding, + MRotaryEmbedding) + +# General settings +HIDDEN_SIZES = [4096] +SEQ_LENGTHS = [4096] +HEAD_SIZES = [32, 128, 512, 1024] +ROTARY_DIMS = [8, 32] +MAX_POSITION_EMBEDDINGS = [131072] +BASES = [500000.0] +IS_NEOX_STYLE = [False, True] +SCALING_FACTORS = [1.0, 2.0, 4.0, 8.0] +SCALING_FACTORS_WITH_LIST = [1.0, 2.0, 4.0, 8.0, [2.0, 4.0]] + +# Vision model settings +IMAGE_SIZE = 336 +PATCH_SIZE = 14 +VISION_MAX_POSITION_EMBEDDINGS = [(IMAGE_SIZE // PATCH_SIZE)**2] +VISION_SEQ_LENGTHS = [x + 1 for x in VISION_MAX_POSITION_EMBEDDINGS] + + +class RotaryData(NamedTuple): + """ + Data structure for rotary embedding test parameters. + """ + cls: type + dtype: torch.dtype + device: str + + +def run_rotary_embedding_test(native_rotary_data: RotaryData, oot_rotary_data: RotaryData, seq_length: int, + hidden_size: int, **kwargs) -> None: + """ + Common code for running rotary embedding tests. It compares output of + natve operator and out-of-tree custom operator. It allows to + specify separate device for native operator and custom operator, + because for example native Llama4VisionRotaryEmbedding cannot be + used on hpu as it uses complex datatype. The same applies to dtype. + """ + with temporary_op_registry_oot(): + # prepare native RotaryEmbedding module + with torch.device(native_rotary_data.device): + kwargs["dtype"] = native_rotary_data.dtype + native_rotary_embedding = native_rotary_data.cls(**kwargs) + assert isinstance(native_rotary_embedding, + native_rotary_data.cls) and not isinstance(native_rotary_embedding, oot_rotary_data.cls) + + # Prepare oot RotaryEmbedding module + with torch.device(oot_rotary_data.device): + register_op(native_rotary_data.cls, oot_rotary_data.cls) + kwargs["dtype"] = oot_rotary_data.dtype + oot_rotary_embedding = native_rotary_data.cls(**kwargs) # Use native as it was registered above + assert isinstance(oot_rotary_embedding, native_rotary_data.cls) and isinstance( + oot_rotary_embedding, oot_rotary_data.cls) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_rotary_embedding = torch.compile(oot_rotary_embedding, **compile_config.get_compile_args()) + + # Prepare input data + positions = torch.randint(high=seq_length, + size=(1, seq_length), + dtype=torch.int32, + device=native_rotary_data.device) + query = torch.randn(1, seq_length, hidden_size, dtype=torch.bfloat16, device=native_rotary_data.device) + key = torch.randn(1, seq_length, hidden_size, dtype=torch.bfloat16, device=native_rotary_data.device) + if native_rotary_data.cls in (Llama4VisionRotaryEmbedding, DeepseekScalingRotaryEmbedding): + query = query.view(query.shape[0], query.shape[1], -1, kwargs["head_size"]) + key = key.view(key.shape[0], key.shape[1], -1, kwargs["head_size"]) + + # Execute layers + with torch.device(native_rotary_data.device): + if native_rotary_data.cls in (Llama4VisionRotaryEmbedding, ): + ref_query_out, ref_key_out = native_rotary_embedding(query, key) + elif native_rotary_data.cls in (MRotaryEmbedding, ): + ref_query_out, ref_key_out = native_rotary_embedding(positions.flatten(), query, key) + else: + ref_query_out, ref_key_out = native_rotary_embedding(positions, query, key) + + if native_rotary_data.device != oot_rotary_data.device: + positions = positions.to(oot_rotary_data.device) + query = query.to(oot_rotary_data.device) + key = key.to(oot_rotary_data.device) + + with torch.device(oot_rotary_data.device): + if native_rotary_data.cls in (Llama4VisionRotaryEmbedding, ): + query_out, key_out = oot_rotary_embedding(query, key) + else: + query_out, key_out = oot_rotary_embedding(positions, query, key) + + # Check correctness + if native_rotary_data.device != oot_rotary_data.device: + ref_query_out = ref_query_out.to("cpu") + query_out = query_out.to("cpu") + ref_key_out = ref_key_out.to("cpu") + key_out = key_out.to("cpu") + torch.testing.assert_close(query_out, ref_query_out, atol=1e-2, rtol=1e-2) + torch.testing.assert_close(key_out, ref_key_out, atol=1e-2, rtol=1e-2) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +def test_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + } + native_rotary_data = RotaryData(cls=RotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPURotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +@pytest.mark.parametrize("scaling_factors", SCALING_FACTORS_WITH_LIST) +def test_linear_scaling_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, + scaling_factors: float | list[float], +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + "scaling_factors": scaling_factors, + } + native_rotary_data = RotaryData(cls=LinearScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPULinearScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +@pytest.mark.parametrize("scaling_factor", SCALING_FACTORS) +def test_dynamic_ntk_scaling_rotary_rmbedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, + scaling_factor: float, +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + "scaling_factor": scaling_factor, + } + native_rotary_data = RotaryData(cls=DynamicNTKScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPUDynamicNTKScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +@pytest.mark.parametrize("scaling_factor", SCALING_FACTORS) +def test_yarn_scaling_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, + scaling_factor: float, +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + "scaling_factor": scaling_factor, + } + native_rotary_data = RotaryData(cls=YaRNScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPUYaRNScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +@pytest.mark.parametrize("scaling_factor", SCALING_FACTORS) +def test_deepseek_scaling_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, + scaling_factor: float, +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": head_size, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + "scaling_factor": scaling_factor, + } + native_rotary_data = RotaryData(cls=DeepseekScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPUDeepseekScalingRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +@pytest.mark.parametrize("scaling_factor", SCALING_FACTORS) +def test_llama3_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, + scaling_factor: float, +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + "scaling_factor": scaling_factor, + "low_freq_factor": 1.0, + "high_freq_factor": 4.0, + "orig_max_position": 8192 + } + native_rotary_data = RotaryData(cls=Llama3RotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPULlama3RotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.skip(reason="Phi3LongRoPEScaledRotaryEmbedding currently does not inherit CustomOp") +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", [True]) +def test_phi3_long_rope_scaled_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, +) -> None: + config = AutoConfig.from_pretrained("microsoft/Phi-4-mini-instruct") + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + "original_max_position_embeddings": config.original_max_position_embeddings, + "short_factor": config.rope_scaling["short_factor"], + "long_factor": config.rope_scaling["long_factor"], + } + native_rotary_data = RotaryData(cls=Phi3LongRoPEScaledRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPUPhi3LongRoPEScaledRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", VISION_SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("max_position_embeddings", VISION_MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +def test_Llama4_vision_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, +) -> None: + rotary_dim = int(hidden_size // (hidden_size / head_size) // 2) + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + } + native_rotary_data = RotaryData(cls=Llama4VisionRotaryEmbedding, dtype=torch.complex64, device="cpu") + oot_rotary_data = RotaryData(cls=HPULlama4VisionRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) + + +@pytest.mark.parametrize("seq_length", SEQ_LENGTHS) +@pytest.mark.parametrize("hidden_size", HIDDEN_SIZES) +@pytest.mark.parametrize("head_size", HEAD_SIZES) +@pytest.mark.parametrize("rotary_dim", ROTARY_DIMS) +@pytest.mark.parametrize("max_position_embeddings", MAX_POSITION_EMBEDDINGS) +@pytest.mark.parametrize("base", BASES) +@pytest.mark.parametrize("is_neox_style", IS_NEOX_STYLE) +def test_m_rotary_embedding( + seq_length: int, + hidden_size: int, + head_size: int, + rotary_dim: int, + max_position_embeddings: int, + base: float, + is_neox_style: bool, +) -> None: + kwargs = { + "head_size": head_size, + "rotary_dim": rotary_dim, + "max_position_embeddings": max_position_embeddings, + "base": base, + "is_neox_style": is_neox_style, + } + native_rotary_data = RotaryData(cls=MRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + oot_rotary_data = RotaryData(cls=HPUMRotaryEmbedding, dtype=torch.bfloat16, device="hpu") + run_rotary_embedding_test(native_rotary_data, oot_rotary_data, seq_length, hidden_size, **kwargs) diff --git a/tests/unit_tests/ops/utils.py b/tests/unit_tests/ops/utils.py new file mode 100644 index 00000000..96c93dab --- /dev/null +++ b/tests/unit_tests/ops/utils.py @@ -0,0 +1,30 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + +import contextlib +from vllm.model_executor.custom_op import CustomOp + + +@contextlib.contextmanager +def temporary_op_registry_oot(): + """ + Contextmanager which allows to temporarly modify the op registry content. + It clears current op_registry_oot and restors its content on exit. + It is usefull for testing purposes, e.g. to deregister hpu version + of the op. (Because when running tests, if registration happened in one + of them, then it is still valid in every other test). + """ + old_registry = CustomOp.op_registry_oot + CustomOp.op_registry_oot = {} + try: + yield + finally: + CustomOp.op_registry_oot = old_registry + + +def register_op(base_cls, oot_cls): + """ + Manual registration of the oot op. It should be used + within temporary_op_registry_oot context manager. + """ + CustomOp.op_registry_oot[base_cls.__name__] = oot_cls diff --git a/vllm_gaudi/ops/hpu_fp8.py b/vllm_gaudi/ops/hpu_fp8.py index f2ae8aa5..648877d9 100644 --- a/vllm_gaudi/ops/hpu_fp8.py +++ b/vllm_gaudi/ops/hpu_fp8.py @@ -2,7 +2,6 @@ import torch from vllm_gaudi import envs -from vllm.model_executor.custom_op import CustomOp from vllm.model_executor.layers.fused_moe.layer import FusedMoE from vllm.model_executor.layers.quantization import fp8 @@ -59,7 +58,6 @@ def dequant_fp8_weight(self, layer) -> torch.Tensor: return dequant_weight -@CustomOp.register_oot(name='Fp8MoEMethod') class HPUFp8MoEMethod(Fp8MoEMethod): def __init__(self, quant_config: Fp8Config, layer: torch.nn.Module): From 961e87ae7b3354f9ba16ca40da49f0fcf8e17b01 Mon Sep 17 00:00:00 2001 From: Kacper Pietkun Date: Wed, 24 Sep 2025 09:07:46 +0300 Subject: [PATCH 2/7] add more tests (fp8) Signed-off-by: Kacper Pietkun --- tests/unit_tests/ops/data/fp8/linear_input.pt | Bin 0 -> 12862 bytes .../unit_tests/ops/data/fp8/linear_output.pt | Bin 0 -> 12869 bytes .../unit_tests/ops/data/fp8/linear_weight.pt | Bin 0 -> 67205 bytes .../ops/data/fp8/linear_weight_scale_inv.pt | Bin 0 -> 1675 bytes .../ops/data/fp8/moe_input_hidden_states.pt | Bin 0 -> 526041 bytes .../ops/data/fp8/moe_input_router_logits.pt | Bin 0 -> 132825 bytes tests/unit_tests/ops/data/fp8/moe_output.pt | Bin 0 -> 525886 bytes .../unit_tests/ops/data/fp8/moe_w13_weight.pt | Bin 0 -> 263834 bytes .../ops/data/fp8/moe_w13_weight_scale_inv.pt | Bin 0 -> 1824 bytes .../unit_tests/ops/data/fp8/moe_w2_weight.pt | Bin 0 -> 132755 bytes .../ops/data/fp8/moe_w2_weight_scale_inv.pt | Bin 0 -> 1753 bytes tests/unit_tests/ops/test_cuda_awq.py | 67 ++++++++++ tests/unit_tests/ops/test_cuda_gptq.py | 68 ++++++++++ tests/unit_tests/ops/test_hpu_awq.py | 10 +- .../ops/test_hpu_compressed_tensors.py | 53 ++++++++ tests/unit_tests/ops/test_hpu_fp8.py | 126 ++++++++++++++++++ tests/unit_tests/ops/test_hpu_gptq.py | 10 +- 17 files changed, 324 insertions(+), 10 deletions(-) create mode 100644 tests/unit_tests/ops/data/fp8/linear_input.pt create mode 100644 tests/unit_tests/ops/data/fp8/linear_output.pt create mode 100644 tests/unit_tests/ops/data/fp8/linear_weight.pt create mode 100644 tests/unit_tests/ops/data/fp8/linear_weight_scale_inv.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_input_hidden_states.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_input_router_logits.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_output.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_w13_weight.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_w13_weight_scale_inv.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_w2_weight.pt create mode 100644 tests/unit_tests/ops/data/fp8/moe_w2_weight_scale_inv.pt create mode 100644 tests/unit_tests/ops/test_cuda_awq.py create mode 100644 tests/unit_tests/ops/test_cuda_gptq.py create mode 100644 tests/unit_tests/ops/test_hpu_compressed_tensors.py create mode 100644 tests/unit_tests/ops/test_hpu_fp8.py diff --git a/tests/unit_tests/ops/data/fp8/linear_input.pt b/tests/unit_tests/ops/data/fp8/linear_input.pt new file mode 100644 index 0000000000000000000000000000000000000000..03fed11cf8d9d8d2655145f5d4ea08ec1b56ee43 GIT binary patch literal 12862 zcmd^mcUVFQ&q%{4STP#YmD{mnME}A z9(!*w8jU@%r+A0tyZM>i?|XjFz5nL;91omx_S$RKnlDoD= zXW#b*1~negrR#vMU2660oDkGMuvD}D858;kHS3?Le3J$l0w?rX|HDEZFzwmoKiZqm zC(rBlmhaYgz`Gq2;@|H&V4&WjPL0sl&Hi%%qSJ1$^})r&w3(+p|MLwB_*DAK4gR$p z@g4j0?Ec=nUEfQnQzPo%-s8`k{hJ@ER7#sbwZZ*wr_-CKJ^%9rLVfW11Ud~#=-M}J z-Rjhc`Cs4nzo*itXF@`su4!{fGS~B_*ZZeE|MMKO`OxcgNb{=5s5&*O{$D51#P*ic z(#ekG!f4^n5P!4WerWolC8`l2TqdKneZcXY!Im-;v5PKBKdEA>n4)HxoIyL=+GawO zDQiBlSLH`!<5*mEqGgZNa(OWNt28}|@m>bp}>PA;IV zyI&4djNHL3o=OwsT{-I{NKqSWPI$uXS$W$YmJ{YH#5#|ppsX+z>`P2Rn4M%+a0LmK 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import AWQLinearMethod, AWQConfig +from vllm.model_executor.layers.linear import RowParallelLinear +import tempfile +from vllm.distributed import (cleanup_dist_env_and_memory, + init_distributed_environment, + initialize_model_parallel) + +temp_file = tempfile.mkstemp()[1] +init_distributed_environment( + world_size=1, + rank=0, + distributed_init_method=f"file://{temp_file}", + local_rank=0, + backend="hccl", +) +initialize_model_parallel(1, 1) + +def test_gptq_linear_method(): + config = {"bits": 4, + "group_size": 128, + "zero_point": True} + native_quant_config = AWQConfig.from_config(config) + + # prepare linear layer with native GPTQLinearMethod + native_op = RowParallelLinear(input_size=256, + output_size=128, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.float16, + reduce_results=True, + quant_config=native_quant_config, + return_bias=True, + disable_tp=False + ).to("cuda") + assert isinstance(native_op.quant_method, AWQLinearMethod) + + import pdb + pdb.set_trace() + + qweight = torch.load("/software/users/kpietkun/awq/cuda_qweight.pt", weights_only=False, map_location="cuda") + native_op.qweight.copy_(qweight) + qzeros = torch.load("/software/users/kpietkun/awq/cuda_qzeros.pt", weights_only=False, map_location="cuda") + native_op.qzeros.data.copy_(qzeros) + scales = torch.load("/software/users/kpietkun/awq/cuda_scales.pt", weights_only=False, map_location="cuda") + native_op.scales.data.copy_(scales) + + + # Input and expected output + # Output tensor holds the data that was returned by GPTQLinearMethod for given input + # (GPTQLinearMethod was triggered offline with the same input as below to get the desired output) + input = torch.load("/software/users/kpietkun/awq/cuda_input.pt", weights_only=False, map_location="cuda") + ref_output = torch.load("/software/users/kpietkun/awq/cuda_output.pt", weights_only=False, map_location="cuda") + + # Execute layers + native_op.quant_method.process_weights_after_loading(native_op) + out = native_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out[0], atol=1e-3, rtol=1e-3) + + print(out) + pdb.set_trace() + + +test_gptq_linear_method() \ No newline at end of file diff --git a/tests/unit_tests/ops/test_cuda_gptq.py b/tests/unit_tests/ops/test_cuda_gptq.py new file mode 100644 index 00000000..08c9c1c5 --- /dev/null +++ b/tests/unit_tests/ops/test_cuda_gptq.py @@ -0,0 +1,68 @@ +import torch +from vllm.model_executor.layers.quantization.gptq import GPTQLinearMethod, GPTQConfig +from vllm.model_executor.layers.linear import RowParallelLinear +import tempfile +from vllm.distributed import (cleanup_dist_env_and_memory, + init_distributed_environment, + initialize_model_parallel) + +temp_file = tempfile.mkstemp()[1] +init_distributed_environment( + world_size=1, + rank=0, + distributed_init_method=f"file://{temp_file}", + local_rank=0, + backend="hccl", +) +initialize_model_parallel(1, 1) + +def test_gptq_linear_method(): + config = {"bits": 4, + "group_size": 128, + "desc_act": False, + "lm_head": False} + native_quant_config = GPTQConfig.from_config(config) + + # prepare linear layer with native GPTQLinearMethod + native_op = RowParallelLinear(input_size=256, + output_size=8, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.float16, + reduce_results=True, + quant_config=native_quant_config, + return_bias=True, + disable_tp=False + ).to("cuda") + assert isinstance(native_op.quant_method, GPTQLinearMethod) + + import pdb + pdb.set_trace() + + qweight = torch.load("/software/users/kpietkun/gptq/cuda_qweight.pt", weights_only=False, map_location="cuda") + native_op.qweight.copy_(qweight) + qzeros = torch.load("/software/users/kpietkun/gptq/cuda_qzeros.pt", weights_only=False, map_location="cuda") + native_op.qzeros.data.copy_(qzeros) + scales = torch.load("/software/users/kpietkun/gptq/cuda_scales.pt", weights_only=False, map_location="cuda") + native_op.scales.data.copy_(scales) + + + # Input and expected output + # Output tensor holds the data that was returned by GPTQLinearMethod for given input + # (GPTQLinearMethod was triggered offline with the same input as below to get the desired output) + input = torch.load("/software/users/kpietkun/gptq/cuda_input.pt", weights_only=False, map_location="cuda") + ref_output = torch.load("/software/users/kpietkun/gptq/cuda_output.pt", weights_only=False, map_location="cuda") + + # Execute layers + native_op.quant_method.process_weights_after_loading(native_op) + out = native_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out[0], atol=1e-3, rtol=1e-3) + + print(out) + pdb.set_trace() + + +test_gptq_linear_method() diff --git a/tests/unit_tests/ops/test_hpu_awq.py b/tests/unit_tests/ops/test_hpu_awq.py index 4cd8f2e3..f4430618 100644 --- a/tests/unit_tests/ops/test_hpu_awq.py +++ b/tests/unit_tests/ops/test_hpu_awq.py @@ -26,18 +26,18 @@ def test_awq_linear_method(dist_init): compile_config = HPUCompileConfig() oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) - # qweight, qzeros, scales extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-AWQ - # (with adjusted shape, to make tensors smaller - output_size = 8 instead of 4096) + # qweight, qzeros, scales were extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-AWQ + # (with adjusted shape, to make tensors smaller) qweight = torch.load("data/awq/qweight.pt", weights_only=False, map_location="hpu") oot_op.qweight.copy_(qweight) qzeros = torch.load("data/awq/qzeros.pt", weights_only=False, map_location="hpu") - oot_op.qzeros.data.copy_(qzeros) + oot_op.qzeros.copy_(qzeros) scales = torch.load("data/awq/scales.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) - oot_op.scales.data.copy_(scales) + oot_op.scales.copy_(scales) # Input and expected output # Output tensor holds the data that was returned by cuda implementation of AWQLinearMethod for given input - # (AWQLinearMethod was triggered offline with the same input as below to get the desired output) + # (AWQLinearMethod was triggered offline with the same input as below to get the ref_output) input = torch.load("data/awq/input.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) ref_output = torch.load("data/awq/output.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) diff --git a/tests/unit_tests/ops/test_hpu_compressed_tensors.py b/tests/unit_tests/ops/test_hpu_compressed_tensors.py new file mode 100644 index 00000000..46b7ad0d --- /dev/null +++ b/tests/unit_tests/ops/test_hpu_compressed_tensors.py @@ -0,0 +1,53 @@ +import torch +import habana_frameworks.torch as htorch +from vllm_gaudi.ops.hpu_compressed_tensors import HPUCompressedTensorsLinearMethod, CompressedTensorsConfig, HPUCompressedTensorsW8A8Fp8 +from vllm_gaudi.utils import HPUCompileConfig +from vllm.model_executor.layers.linear import RowParallelLinear + + +def test_compressed_tensors_linear_method(dist_init): + """ + HPUCompressedTensorsLinearMethod with HPUCompressedTensorsW8A8Fp8 scheme + """ + config = {'config_groups': {'group_0': {'input_activations': {'actorder': None, 'block_structure': None, 'dynamic': True, 'group_size': None, 'num_bits': 8, 'observer': None, 'observer_kwargs': {}, 'strategy': 'token', 'symmetric': True, 'type': 'float'}, 'output_activations': None, 'targets': ['Linear'], 'weights': {'actorder': None, 'block_structure': None, 'dynamic': False, 'group_size': None, 'num_bits': 8, 'observer': 'mse', 'observer_kwargs': {}, 'strategy': 'channel', 'symmetric': True, 'type': 'float'}}}, 'format': 'float-quantized', 'global_compression_ratio': None, 'ignore': ['lm_head'], 'kv_cache_scheme': None, 'quant_method': 'compressed-tensors', 'quantization_status': 'compressed'} + oot_quant_config = CompressedTensorsConfig.from_config(config) + + # Prepare linear layer with oot AWQHPULinearMethod + oot_op = RowParallelLinear(input_size=4096, + output_size=4096, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.bfloat16, + reduce_results=True, + quant_config=oot_quant_config, + return_bias=False, + disable_tp=False).to("hpu") + import pdb + pdb.set_trace() + assert isinstance(oot_op.quant_method, HPUCompressedTensorsLinearMethod) + assert isinstance(oot_op.scheme, HPUCompressedTensorsW8A8Fp8) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # weight and weight_scale extracted from first RowParallelLinear of RedHatAI/Qwen3-8B-FP8-dynamic + # (with adjusted shape, to make tensors smaller) + weight = torch.load("data/compressed_tensors/weight.pt", weights_only=False, map_location="hpu") + oot_op.weight.copy_(weight) + weight_scale = torch.load("data/compressed_tensors/weight_scale.pt", weights_only=False, map_location="hpu") + oot_op.weight_scale.data.copy_(weight_scale) + + # Input and expected output + # Output tensor holds the data that was returned by cuda implementation of CompressedTensorsLinearMethod for given input + # (CompressedTensorsLinearMethod was triggered offline with the same input as below to get the desired output) + input = torch.load("data/compressed_tensors/input.pt", weights_only=False, map_location="hpu") + ref_output = torch.load("data/compressed_tensors/output.pt", weights_only=False, map_location="hpu") + + # Execute layer + oot_op.quant_method.process_weights_after_loading(oot_op) + out = oot_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) diff --git a/tests/unit_tests/ops/test_hpu_fp8.py b/tests/unit_tests/ops/test_hpu_fp8.py new file mode 100644 index 00000000..204d7ac6 --- /dev/null +++ b/tests/unit_tests/ops/test_hpu_fp8.py @@ -0,0 +1,126 @@ +import torch +import habana_frameworks.torch as htorch +from unittest.mock import MagicMock +from vllm_gaudi.ops.hpu_fp8 import Fp8LinearMethod, HPUFp8MoEMethod +from vllm_gaudi.utils import HPUCompileConfig +from vllm.forward_context import override_forward_context +from vllm.model_executor.layers.quantization.fp8 import Fp8Config +from vllm.model_executor.layers.linear import RowParallelLinear +from vllm.model_executor.layers.fused_moe.layer import FusedMoE + + +def test_fp8_linear_method(dist_init, monkeypatch): + monkeypatch.setenv("VLLM_HPU_FORCE_CHANNEL_FP8", "0") + config = {'activation_scheme': 'dynamic', 'fmt': 'e4m3', 'quant_method': 'fp8', 'weight_block_size': [128, 128]} + oot_quant_config = Fp8Config.from_config(config) + + # Prepare linear layer with oot Fp8LinearMethod + oot_op = RowParallelLinear(input_size=256, + output_size=256, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.bfloat16, + reduce_results=True, + quant_config=oot_quant_config, + return_bias=False, + disable_tp=False).to("hpu") + assert isinstance(oot_op.quant_method, Fp8LinearMethod) + + # Load weight and weight_scale_inv were extracted from first RowParallelLinear layer of Qwen/Qwen3-8B-FP8 + # (with adjusted shapes, to make tensors smaller) + weight = torch.load("data/fp8/linear_weight.pt", weights_only=False, map_location="hpu") + oot_op.weight.copy_(weight) + weight_scale_inv = torch.load("data/fp8/linear_weight_scale_inv.pt", weights_only=False, map_location="hpu") + oot_op.weight_scale_inv.copy_(weight_scale_inv) + + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + # Setting fullgraph to False, because currently there is a graph break + compile_config = HPUCompileConfig(fullgraph=False) + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # Input and expected output + # Output tensor holds the data that was returned by cuda implementation of Fp8LinearMethod for given input + # (Fp8LinearMethod was triggered offline with the same input as below to get the ref_output) + input = torch.load("data/fp8/linear_input.pt", weights_only=False, map_location="hpu") + ref_output = torch.load("data/fp8/linear_output.pt", weights_only=False, map_location="hpu") + + # Execute layer + out = oot_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-2, rtol=1e-2) + + +def test_fp8_moe_method(dist_init, monkeypatch): + monkeypatch.setenv("VLLM_HPU_FORCE_CHANNEL_FP8", "0") + config = { + 'activation_scheme': 'dynamic', + 'modules_to_not_convert': [], + 'fmt': 'e4m3', + 'quant_method': 'fp8', + 'weight_block_size': [128, 128] + } + oot_quant_config = Fp8Config.from_config(config) + + # Prepare FusedMoE layer with oot HPUFp8MoEMethod + oot_op = FusedMoE(num_experts=128, + top_k=8, + hidden_size=512, + intermediate_size=256, + params_dtype=torch.bfloat16, + reduce_results=True, + renormalize=True, + use_grouped_topk=False, + num_expert_group=None, + topk_group=None, + quant_config=oot_quant_config, + tp_size=None, + ep_size=None, + dp_size=None, + custom_routing_function=None, + scoring_func="softmax", + routed_scaling_factor=1.0, + e_score_correction_bias=None, + apply_router_weight_on_input=False, + activation="silu", + enable_eplb=False, + num_redundant_experts=0, + has_bias=False, + is_sequence_parallel=False).to("hpu") + assert isinstance(oot_op.quant_method, HPUFp8MoEMethod) + + # Weights were extracted from first FusedMoE layer of Qwen/Qwen3-30B-A3B-FP8 + # (with adjusted shapes, to make tensors smaller) + w13_weight = torch.load("data/fp8/moe_w13_weight.pt", weights_only=False, map_location="hpu") + oot_op.w13_weight.copy_(w13_weight.repeat(128, 1, 1)) + w13_weight_scale_inv = torch.load("data/fp8/moe_w13_weight_scale_inv.pt", weights_only=False, map_location="hpu") + oot_op.w13_weight_scale_inv.copy_(w13_weight_scale_inv.repeat(128, 1, 1)) + w2_weight = torch.load("data/fp8/moe_w2_weight.pt", weights_only=False, map_location="hpu") + oot_op.w2_weight.copy_(w2_weight.repeat(128, 1, 1)) + w2_weight_scale_inv = torch.load("data/fp8/moe_w2_weight_scale_inv.pt", weights_only=False, map_location="hpu") + oot_op.w2_weight_scale_inv.copy_(w2_weight_scale_inv.repeat(128, 1, 1)) + + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op.quant_method.apply = torch.compile(oot_op.quant_method.apply, **compile_config.get_compile_args()) + + # Input and expected output + # Output tensor holds the data that was returned by cuda implementation of Fp8MoEMethod for given input + # (Fp8MoEMethod was triggered offline with the same input as below to get the ref_output) + hidden_states = torch.load("data/fp8/moe_input_hidden_states.pt", weights_only=False, map_location="hpu") + router_logits = torch.load("data/fp8/moe_input_router_logits.pt", weights_only=False, map_location="hpu") + ref_output = torch.load("data/fp8/moe_output.pt", weights_only=False, map_location="hpu") + + # Execute layer + mock_ctx = MagicMock(spec=["dp_metadata"]) + mock_ctx.dp_metadata = None + with override_forward_context(mock_ctx): + out = oot_op.forward_impl(hidden_states, router_logits) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) diff --git a/tests/unit_tests/ops/test_hpu_gptq.py b/tests/unit_tests/ops/test_hpu_gptq.py index 61db95f8..35406b4f 100644 --- a/tests/unit_tests/ops/test_hpu_gptq.py +++ b/tests/unit_tests/ops/test_hpu_gptq.py @@ -26,18 +26,18 @@ def test_gptq_linear_method(dist_init): compile_config = HPUCompileConfig() oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) - # qweight, qzeros, scales extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-GPTQ - # (with adjusted shape, to make tensors smaller - output_size = 8 instead of 4096) + # qweight, qzeros, scales were extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-GPTQ + # (with adjusted shape, to make tensors smaller) qweight = torch.load("data/gptq/qweight.pt", weights_only=False, map_location="hpu") oot_op.qweight.copy_(qweight) qzeros = torch.load("data/gptq/qzeros.pt", weights_only=False, map_location="hpu") - oot_op.qzeros.data.copy_(qzeros) + oot_op.qzeros.copy_(qzeros) scales = torch.load("data/gptq/scales.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) - oot_op.scales.data.copy_(scales) + oot_op.scales.copy_(scales) # Input and expected output # Output tensor holds the data that was returned by cuda implementation of GPTQLinearMethod for given input - # (GPTQLinearMethod was triggered offline with the same input as below to get the desired output) + # (GPTQLinearMethod was triggered offline with the same input as below to get the ref_output) input = torch.load("data/gptq/input.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) ref_output = torch.load("data/gptq/output.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) From d4f1c7feda1c41664548e638bb8e87eb36e90ba7 Mon Sep 17 00:00:00 2001 From: Kacper Pietkun Date: Fri, 3 Oct 2025 12:39:10 +0300 Subject: [PATCH 3/7] remove unnecessary files Signed-off-by: Kacper Pietkun --- tests/unit_tests/ops/test_cuda_awq.py | 67 ------------------ tests/unit_tests/ops/test_cuda_gptq.py | 68 ------------------- .../ops/test_hpu_compressed_tensors.py | 53 --------------- 3 files changed, 188 deletions(-) delete mode 100644 tests/unit_tests/ops/test_cuda_awq.py delete mode 100644 tests/unit_tests/ops/test_cuda_gptq.py delete mode 100644 tests/unit_tests/ops/test_hpu_compressed_tensors.py diff --git a/tests/unit_tests/ops/test_cuda_awq.py b/tests/unit_tests/ops/test_cuda_awq.py deleted file mode 100644 index f1a8f46b..00000000 --- a/tests/unit_tests/ops/test_cuda_awq.py +++ /dev/null @@ -1,67 +0,0 @@ -import torch -from vllm.model_executor.layers.quantization.awq import AWQLinearMethod, AWQConfig -from vllm.model_executor.layers.linear import RowParallelLinear -import tempfile -from vllm.distributed import (cleanup_dist_env_and_memory, - init_distributed_environment, - initialize_model_parallel) - -temp_file = tempfile.mkstemp()[1] -init_distributed_environment( - world_size=1, - rank=0, - distributed_init_method=f"file://{temp_file}", - local_rank=0, - backend="hccl", -) -initialize_model_parallel(1, 1) - -def test_gptq_linear_method(): - config = {"bits": 4, - "group_size": 128, - "zero_point": True} - native_quant_config = AWQConfig.from_config(config) - - # prepare linear layer with native GPTQLinearMethod - native_op = RowParallelLinear(input_size=256, - output_size=128, - bias=False, - input_is_parallel=True, - skip_bias_add=False, - params_dtype=torch.float16, - reduce_results=True, - quant_config=native_quant_config, - return_bias=True, - disable_tp=False - ).to("cuda") - assert isinstance(native_op.quant_method, AWQLinearMethod) - - import pdb - pdb.set_trace() - - qweight = torch.load("/software/users/kpietkun/awq/cuda_qweight.pt", weights_only=False, map_location="cuda") - native_op.qweight.copy_(qweight) - qzeros = torch.load("/software/users/kpietkun/awq/cuda_qzeros.pt", weights_only=False, map_location="cuda") - native_op.qzeros.data.copy_(qzeros) - scales = torch.load("/software/users/kpietkun/awq/cuda_scales.pt", weights_only=False, map_location="cuda") - native_op.scales.data.copy_(scales) - - - # Input and expected output - # Output tensor holds the data that was returned by GPTQLinearMethod for given input - # (GPTQLinearMethod was triggered offline with the same input as below to get the desired output) - input = torch.load("/software/users/kpietkun/awq/cuda_input.pt", weights_only=False, map_location="cuda") - ref_output = torch.load("/software/users/kpietkun/awq/cuda_output.pt", weights_only=False, map_location="cuda") - - # Execute layers - native_op.quant_method.process_weights_after_loading(native_op) - out = native_op(input) - - # Check correctness - torch.testing.assert_close(ref_output, out[0], atol=1e-3, rtol=1e-3) - - print(out) - pdb.set_trace() - - -test_gptq_linear_method() \ No newline at end of file diff --git a/tests/unit_tests/ops/test_cuda_gptq.py b/tests/unit_tests/ops/test_cuda_gptq.py deleted file mode 100644 index 08c9c1c5..00000000 --- a/tests/unit_tests/ops/test_cuda_gptq.py +++ /dev/null @@ -1,68 +0,0 @@ -import torch -from vllm.model_executor.layers.quantization.gptq import GPTQLinearMethod, GPTQConfig -from vllm.model_executor.layers.linear import RowParallelLinear -import tempfile -from vllm.distributed import (cleanup_dist_env_and_memory, - init_distributed_environment, - initialize_model_parallel) - -temp_file = tempfile.mkstemp()[1] -init_distributed_environment( - world_size=1, - rank=0, - distributed_init_method=f"file://{temp_file}", - local_rank=0, - backend="hccl", -) -initialize_model_parallel(1, 1) - -def test_gptq_linear_method(): - config = {"bits": 4, - "group_size": 128, - "desc_act": False, - "lm_head": False} - native_quant_config = GPTQConfig.from_config(config) - - # prepare linear layer with native GPTQLinearMethod - native_op = RowParallelLinear(input_size=256, - output_size=8, - bias=False, - input_is_parallel=True, - skip_bias_add=False, - params_dtype=torch.float16, - reduce_results=True, - quant_config=native_quant_config, - return_bias=True, - disable_tp=False - ).to("cuda") - assert isinstance(native_op.quant_method, GPTQLinearMethod) - - import pdb - pdb.set_trace() - - qweight = torch.load("/software/users/kpietkun/gptq/cuda_qweight.pt", weights_only=False, map_location="cuda") - native_op.qweight.copy_(qweight) - qzeros = torch.load("/software/users/kpietkun/gptq/cuda_qzeros.pt", weights_only=False, map_location="cuda") - native_op.qzeros.data.copy_(qzeros) - scales = torch.load("/software/users/kpietkun/gptq/cuda_scales.pt", weights_only=False, map_location="cuda") - native_op.scales.data.copy_(scales) - - - # Input and expected output - # Output tensor holds the data that was returned by GPTQLinearMethod for given input - # (GPTQLinearMethod was triggered offline with the same input as below to get the desired output) - input = torch.load("/software/users/kpietkun/gptq/cuda_input.pt", weights_only=False, map_location="cuda") - ref_output = torch.load("/software/users/kpietkun/gptq/cuda_output.pt", weights_only=False, map_location="cuda") - - # Execute layers - native_op.quant_method.process_weights_after_loading(native_op) - out = native_op(input) - - # Check correctness - torch.testing.assert_close(ref_output, out[0], atol=1e-3, rtol=1e-3) - - print(out) - pdb.set_trace() - - -test_gptq_linear_method() diff --git a/tests/unit_tests/ops/test_hpu_compressed_tensors.py b/tests/unit_tests/ops/test_hpu_compressed_tensors.py deleted file mode 100644 index 46b7ad0d..00000000 --- a/tests/unit_tests/ops/test_hpu_compressed_tensors.py +++ /dev/null @@ -1,53 +0,0 @@ -import torch -import habana_frameworks.torch as htorch -from vllm_gaudi.ops.hpu_compressed_tensors import HPUCompressedTensorsLinearMethod, CompressedTensorsConfig, HPUCompressedTensorsW8A8Fp8 -from vllm_gaudi.utils import HPUCompileConfig -from vllm.model_executor.layers.linear import RowParallelLinear - - -def test_compressed_tensors_linear_method(dist_init): - """ - HPUCompressedTensorsLinearMethod with HPUCompressedTensorsW8A8Fp8 scheme - """ - config = {'config_groups': {'group_0': {'input_activations': {'actorder': None, 'block_structure': None, 'dynamic': True, 'group_size': None, 'num_bits': 8, 'observer': None, 'observer_kwargs': {}, 'strategy': 'token', 'symmetric': True, 'type': 'float'}, 'output_activations': None, 'targets': ['Linear'], 'weights': {'actorder': None, 'block_structure': None, 'dynamic': False, 'group_size': None, 'num_bits': 8, 'observer': 'mse', 'observer_kwargs': {}, 'strategy': 'channel', 'symmetric': True, 'type': 'float'}}}, 'format': 'float-quantized', 'global_compression_ratio': None, 'ignore': ['lm_head'], 'kv_cache_scheme': None, 'quant_method': 'compressed-tensors', 'quantization_status': 'compressed'} - oot_quant_config = CompressedTensorsConfig.from_config(config) - - # Prepare linear layer with oot AWQHPULinearMethod - oot_op = RowParallelLinear(input_size=4096, - output_size=4096, - bias=False, - input_is_parallel=True, - skip_bias_add=False, - params_dtype=torch.bfloat16, - reduce_results=True, - quant_config=oot_quant_config, - return_bias=False, - disable_tp=False).to("hpu") - import pdb - pdb.set_trace() - assert isinstance(oot_op.quant_method, HPUCompressedTensorsLinearMethod) - assert isinstance(oot_op.scheme, HPUCompressedTensorsW8A8Fp8) - - if not htorch.utils.internal.is_lazy(): - compile_config = HPUCompileConfig() - oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) - - # weight and weight_scale extracted from first RowParallelLinear of RedHatAI/Qwen3-8B-FP8-dynamic - # (with adjusted shape, to make tensors smaller) - weight = torch.load("data/compressed_tensors/weight.pt", weights_only=False, map_location="hpu") - oot_op.weight.copy_(weight) - weight_scale = torch.load("data/compressed_tensors/weight_scale.pt", weights_only=False, map_location="hpu") - oot_op.weight_scale.data.copy_(weight_scale) - - # Input and expected output - # Output tensor holds the data that was returned by cuda implementation of CompressedTensorsLinearMethod for given input - # (CompressedTensorsLinearMethod was triggered offline with the same input as below to get the desired output) - input = torch.load("data/compressed_tensors/input.pt", weights_only=False, map_location="hpu") - ref_output = torch.load("data/compressed_tensors/output.pt", weights_only=False, map_location="hpu") - - # Execute layer - oot_op.quant_method.process_weights_after_loading(oot_op) - out = oot_op(input) - - # Check correctness - torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) From ef42dd810f3288bead2f4453bed5ff2feb1f8f8b Mon Sep 17 00:00:00 2001 From: Kacper Pietkun Date: Fri, 3 Oct 2025 15:00:40 +0300 Subject: [PATCH 4/7] fix tests Signed-off-by: Kacper Pietkun --- tests/unit_tests/ops/test_hpu_awq.py | 26 ++++++++----- tests/unit_tests/ops/test_hpu_fp8.py | 38 +++++++++++++------ tests/unit_tests/ops/test_hpu_gptq.py | 26 ++++++++----- .../ops/test_hpu_rotary_embedding.py | 1 + tests/unit_tests/ops/utils.py | 5 +++ 5 files changed, 64 insertions(+), 32 deletions(-) diff --git a/tests/unit_tests/ops/test_hpu_awq.py b/tests/unit_tests/ops/test_hpu_awq.py index f4430618..5ddd7970 100644 --- a/tests/unit_tests/ops/test_hpu_awq.py +++ b/tests/unit_tests/ops/test_hpu_awq.py @@ -1,5 +1,9 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + import torch import habana_frameworks.torch as htorch +from utils import get_data_path from vllm_gaudi.ops.hpu_awq import AWQHPULinearMethod, AWQHPUConfig from vllm_gaudi.utils import HPUCompileConfig from vllm.model_executor.layers.linear import RowParallelLinear @@ -22,27 +26,29 @@ def test_awq_linear_method(dist_init): disable_tp=False).to("hpu") assert isinstance(oot_op.quant_method, AWQHPULinearMethod) - if not htorch.utils.internal.is_lazy(): - compile_config = HPUCompileConfig() - oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) - # qweight, qzeros, scales were extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-AWQ # (with adjusted shape, to make tensors smaller) - qweight = torch.load("data/awq/qweight.pt", weights_only=False, map_location="hpu") + qweight = torch.load(get_data_path("data/awq/qweight.pt"), weights_only=False, map_location="hpu") oot_op.qweight.copy_(qweight) - qzeros = torch.load("data/awq/qzeros.pt", weights_only=False, map_location="hpu") + qzeros = torch.load(get_data_path("data/awq/qzeros.pt"), weights_only=False, map_location="hpu") oot_op.qzeros.copy_(qzeros) - scales = torch.load("data/awq/scales.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + scales = torch.load(get_data_path("data/awq/scales.pt"), weights_only=False, map_location="hpu").to(torch.bfloat16) oot_op.scales.copy_(scales) + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + # Input and expected output # Output tensor holds the data that was returned by cuda implementation of AWQLinearMethod for given input # (AWQLinearMethod was triggered offline with the same input as below to get the ref_output) - input = torch.load("data/awq/input.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) - ref_output = torch.load("data/awq/output.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + input = torch.load(get_data_path("data/awq/input.pt"), weights_only=False, map_location="hpu").to(torch.bfloat16) + ref_output = torch.load(get_data_path("data/awq/output.pt"), weights_only=False, + map_location="hpu").to(torch.bfloat16) # Execute layer - oot_op.quant_method.process_weights_after_loading(oot_op) out = oot_op(input) # Check correctness diff --git a/tests/unit_tests/ops/test_hpu_fp8.py b/tests/unit_tests/ops/test_hpu_fp8.py index 204d7ac6..0a849f23 100644 --- a/tests/unit_tests/ops/test_hpu_fp8.py +++ b/tests/unit_tests/ops/test_hpu_fp8.py @@ -1,5 +1,9 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + import torch import habana_frameworks.torch as htorch +from utils import get_data_path from unittest.mock import MagicMock from vllm_gaudi.ops.hpu_fp8 import Fp8LinearMethod, HPUFp8MoEMethod from vllm_gaudi.utils import HPUCompileConfig @@ -29,9 +33,11 @@ def test_fp8_linear_method(dist_init, monkeypatch): # Load weight and weight_scale_inv were extracted from first RowParallelLinear layer of Qwen/Qwen3-8B-FP8 # (with adjusted shapes, to make tensors smaller) - weight = torch.load("data/fp8/linear_weight.pt", weights_only=False, map_location="hpu") + weight = torch.load(get_data_path("data/fp8/linear_weight.pt"), weights_only=False, map_location="hpu") oot_op.weight.copy_(weight) - weight_scale_inv = torch.load("data/fp8/linear_weight_scale_inv.pt", weights_only=False, map_location="hpu") + weight_scale_inv = torch.load(get_data_path("data/fp8/linear_weight_scale_inv.pt"), + weights_only=False, + map_location="hpu") oot_op.weight_scale_inv.copy_(weight_scale_inv) oot_op.quant_method.process_weights_after_loading(oot_op) @@ -44,8 +50,8 @@ def test_fp8_linear_method(dist_init, monkeypatch): # Input and expected output # Output tensor holds the data that was returned by cuda implementation of Fp8LinearMethod for given input # (Fp8LinearMethod was triggered offline with the same input as below to get the ref_output) - input = torch.load("data/fp8/linear_input.pt", weights_only=False, map_location="hpu") - ref_output = torch.load("data/fp8/linear_output.pt", weights_only=False, map_location="hpu") + input = torch.load(get_data_path("data/fp8/linear_input.pt"), weights_only=False, map_location="hpu") + ref_output = torch.load(get_data_path("data/fp8/linear_output.pt"), weights_only=False, map_location="hpu") # Execute layer out = oot_op(input) @@ -94,27 +100,35 @@ def test_fp8_moe_method(dist_init, monkeypatch): # Weights were extracted from first FusedMoE layer of Qwen/Qwen3-30B-A3B-FP8 # (with adjusted shapes, to make tensors smaller) - w13_weight = torch.load("data/fp8/moe_w13_weight.pt", weights_only=False, map_location="hpu") + w13_weight = torch.load(get_data_path("data/fp8/moe_w13_weight.pt"), weights_only=False, map_location="hpu") oot_op.w13_weight.copy_(w13_weight.repeat(128, 1, 1)) - w13_weight_scale_inv = torch.load("data/fp8/moe_w13_weight_scale_inv.pt", weights_only=False, map_location="hpu") + w13_weight_scale_inv = torch.load(get_data_path("data/fp8/moe_w13_weight_scale_inv.pt"), + weights_only=False, + map_location="hpu") oot_op.w13_weight_scale_inv.copy_(w13_weight_scale_inv.repeat(128, 1, 1)) - w2_weight = torch.load("data/fp8/moe_w2_weight.pt", weights_only=False, map_location="hpu") + w2_weight = torch.load(get_data_path("data/fp8/moe_w2_weight.pt"), weights_only=False, map_location="hpu") oot_op.w2_weight.copy_(w2_weight.repeat(128, 1, 1)) - w2_weight_scale_inv = torch.load("data/fp8/moe_w2_weight_scale_inv.pt", weights_only=False, map_location="hpu") + w2_weight_scale_inv = torch.load(get_data_path("data/fp8/moe_w2_weight_scale_inv.pt"), + weights_only=False, + map_location="hpu") oot_op.w2_weight_scale_inv.copy_(w2_weight_scale_inv.repeat(128, 1, 1)) oot_op.quant_method.process_weights_after_loading(oot_op) if not htorch.utils.internal.is_lazy(): compile_config = HPUCompileConfig() - oot_op.quant_method.apply = torch.compile(oot_op.quant_method.apply, **compile_config.get_compile_args()) + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) # Input and expected output # Output tensor holds the data that was returned by cuda implementation of Fp8MoEMethod for given input # (Fp8MoEMethod was triggered offline with the same input as below to get the ref_output) - hidden_states = torch.load("data/fp8/moe_input_hidden_states.pt", weights_only=False, map_location="hpu") - router_logits = torch.load("data/fp8/moe_input_router_logits.pt", weights_only=False, map_location="hpu") - ref_output = torch.load("data/fp8/moe_output.pt", weights_only=False, map_location="hpu") + hidden_states = torch.load(get_data_path("data/fp8/moe_input_hidden_states.pt"), + weights_only=False, + map_location="hpu") + router_logits = torch.load(get_data_path("data/fp8/moe_input_router_logits.pt"), + weights_only=False, + map_location="hpu") + ref_output = torch.load(get_data_path("data/fp8/moe_output.pt"), weights_only=False, map_location="hpu") # Execute layer mock_ctx = MagicMock(spec=["dp_metadata"]) diff --git a/tests/unit_tests/ops/test_hpu_gptq.py b/tests/unit_tests/ops/test_hpu_gptq.py index 35406b4f..88818e6b 100644 --- a/tests/unit_tests/ops/test_hpu_gptq.py +++ b/tests/unit_tests/ops/test_hpu_gptq.py @@ -1,5 +1,9 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + import torch import habana_frameworks.torch as htorch +from utils import get_data_path from vllm_gaudi.ops.hpu_gptq import GPTQHPULinearMethod, GPTQHPUConfig from vllm_gaudi.utils import HPUCompileConfig from vllm.model_executor.layers.linear import RowParallelLinear @@ -22,27 +26,29 @@ def test_gptq_linear_method(dist_init): disable_tp=False).to("hpu") assert isinstance(oot_op.quant_method, GPTQHPULinearMethod) - if not htorch.utils.internal.is_lazy(): - compile_config = HPUCompileConfig() - oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) - # qweight, qzeros, scales were extracted from first RowParallelLinear of TheBloke/Llama-2-7B-Chat-GPTQ # (with adjusted shape, to make tensors smaller) - qweight = torch.load("data/gptq/qweight.pt", weights_only=False, map_location="hpu") + qweight = torch.load(get_data_path("data/gptq/qweight.pt"), weights_only=False, map_location="hpu") oot_op.qweight.copy_(qweight) - qzeros = torch.load("data/gptq/qzeros.pt", weights_only=False, map_location="hpu") + qzeros = torch.load(get_data_path("data/gptq/qzeros.pt"), weights_only=False, map_location="hpu") oot_op.qzeros.copy_(qzeros) - scales = torch.load("data/gptq/scales.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + scales = torch.load(get_data_path("data/gptq/scales.pt"), weights_only=False, map_location="hpu").to(torch.bfloat16) oot_op.scales.copy_(scales) + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + # Input and expected output # Output tensor holds the data that was returned by cuda implementation of GPTQLinearMethod for given input # (GPTQLinearMethod was triggered offline with the same input as below to get the ref_output) - input = torch.load("data/gptq/input.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) - ref_output = torch.load("data/gptq/output.pt", weights_only=False, map_location="hpu").to(torch.bfloat16) + input = torch.load(get_data_path("data/gptq/input.pt"), weights_only=False, map_location="hpu").to(torch.bfloat16) + ref_output = torch.load(get_data_path("data/gptq/output.pt"), weights_only=False, + map_location="hpu").to(torch.bfloat16) # Execute layer - oot_op.quant_method.process_weights_after_loading(oot_op) out = oot_op(input) # Check correctness diff --git a/tests/unit_tests/ops/test_hpu_rotary_embedding.py b/tests/unit_tests/ops/test_hpu_rotary_embedding.py index ddbf83eb..b26e6ace 100644 --- a/tests/unit_tests/ops/test_hpu_rotary_embedding.py +++ b/tests/unit_tests/ops/test_hpu_rotary_embedding.py @@ -382,6 +382,7 @@ def test_m_rotary_embedding( "max_position_embeddings": max_position_embeddings, "base": base, "is_neox_style": is_neox_style, + "mrope_section": [rotary_dim // 2] } native_rotary_data = RotaryData(cls=MRotaryEmbedding, dtype=torch.bfloat16, device="hpu") oot_rotary_data = RotaryData(cls=HPUMRotaryEmbedding, dtype=torch.bfloat16, device="hpu") diff --git a/tests/unit_tests/ops/utils.py b/tests/unit_tests/ops/utils.py index 96c93dab..fd4aeb21 100644 --- a/tests/unit_tests/ops/utils.py +++ b/tests/unit_tests/ops/utils.py @@ -1,6 +1,7 @@ # SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project +import os import contextlib from vllm.model_executor.custom_op import CustomOp @@ -28,3 +29,7 @@ def register_op(base_cls, oot_cls): within temporary_op_registry_oot context manager. """ CustomOp.op_registry_oot[base_cls.__name__] = oot_cls + + +def get_data_path(filename): + return os.path.join(os.path.dirname(__file__), filename) From b1ab0e45cd70888971d9017fac8e35400dd50593 Mon Sep 17 00:00:00 2001 From: Kacper Pietkun Date: Mon, 6 Oct 2025 14:13:25 +0300 Subject: [PATCH 5/7] compressed_tensors tests Signed-off-by: Kacper Pietkun --- .../linear_w8a8fp8_input.pt | Bin 0 -> 4670 bytes .../linear_w8a8fp8_output.pt | Bin 0 -> 4677 bytes .../linear_w8a8fp8_weight.pt | Bin 0 -> 67205 bytes .../linear_w8a8fp8_weight_scale.pt | Bin 0 -> 2671 bytes .../compressed_tensors/linear_wna16_input.pt | Bin 0 -> 4726 bytes .../compressed_tensors/linear_wna16_output.pt | Bin 0 -> 4733 bytes .../linear_wna16_weight_packed.pt | Bin 0 -> 34542 bytes .../linear_wna16_weight_scale.pt | Bin 0 -> 2791 bytes .../linear_wna16_weight_zero_point.pt | Bin 0 -> 2058 bytes .../moe_wna16_input_hidden_states.pt | Bin 0 -> 7798 bytes .../moe_wna16_input_router_logits.pt | Bin 0 -> 3190 bytes .../compressed_tensors/moe_wna16_output.pt | Bin 0 -> 7650 bytes .../moe_wna16_w13_weight_packed.pt | Bin 0 -> 132818 bytes .../moe_wna16_w13_weight_scale.pt | Bin 0 -> 5771 bytes .../moe_wna16_w2_weight_packed.pt | Bin 0 -> 67211 bytes .../moe_wna16_w2_weight_scale.pt | Bin 0 -> 3716 bytes .../ops/test_hpu_compressed_tensors.py | 306 ++++++++++++++++++ tests/unit_tests/ops/test_hpu_fp8.py | 8 +- 18 files changed, 311 insertions(+), 3 deletions(-) create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_w8a8fp8_input.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_w8a8fp8_output.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_w8a8fp8_weight.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_w8a8fp8_weight_scale.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_wna16_input.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_wna16_output.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_wna16_weight_packed.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_wna16_weight_scale.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/linear_wna16_weight_zero_point.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_input_hidden_states.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_input_router_logits.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_output.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_w13_weight_packed.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_w13_weight_scale.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_w2_weight_packed.pt create mode 100644 tests/unit_tests/ops/data/compressed_tensors/moe_wna16_w2_weight_scale.pt create mode 100644 tests/unit_tests/ops/test_hpu_compressed_tensors.py 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habana_frameworks.torch as htorch +from utils import get_data_path +from unittest.mock import MagicMock +from vllm.model_executor.layers.quantization.compressed_tensors.compressed_tensors import CompressedTensorsConfig +from vllm_gaudi.ops.hpu_compressed_tensors import (HPUCompressedTensorsLinearMethod, HPUCompressedTensorsW8A8Fp8, + HPUCompressedTensorsWNA16, HPUCompressedTensorsWNA16MoEMethod) +from vllm_gaudi.utils import HPUCompileConfig +from vllm.forward_context import override_forward_context +from vllm.model_executor.layers.linear import RowParallelLinear +from vllm.model_executor.layers.fused_moe.layer import FusedMoE + + +def test_compressed_tensors_linear_method_w8a8fp8(dist_init): + config = { + 'config_groups': { + 'group_0': { + 'input_activations': { + 'block_structure': None, + 'dynamic': True, + 'group_size': None, + 'num_bits': 8, + 'observer': 'memoryless', + 'observer_kwargs': {}, + 'strategy': 'token', + 'symmetric': True, + 'type': 'float' + }, + 'output_activations': None, + 'targets': ['Linear'], + 'weights': { + 'block_structure': None, + 'dynamic': False, + 'group_size': None, + 'num_bits': 8, + 'observer': 'minmax', + 'observer_kwargs': {}, + 'strategy': 'channel', + 'symmetric': True, + 'type': 'float' + } + } + }, + 'format': 'naive-quantized', + 'global_compression_ratio': 1.239290831149584, + 'ignore': [], + 'kv_cache_scheme': None, + 'quant_method': 'compressed-tensors', + 'quantization_status': 'frozen' + } + oot_quant_config = CompressedTensorsConfig.from_config(config) + + # Prepare linear layer with oot CompressedTensorsLinearMethod + # with HPUCompressedTensorsW8A8Fp8 scheme + oot_op = RowParallelLinear(input_size=256, + output_size=256, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.bfloat16, + reduce_results=True, + quant_config=oot_quant_config, + return_bias=False, + disable_tp=False).to("hpu") + assert isinstance(oot_op.quant_method, HPUCompressedTensorsLinearMethod) + assert isinstance(oot_op.scheme, HPUCompressedTensorsW8A8Fp8) + + # Weight and weight_scale_inv were extracted from first RowParallelLinear + # layer of RedHatAI/Meta-Llama-3.1-8B-Instruct-FP8-dynamic + # (with adjusted shapes, to make tensors smaller) + weight = torch.load(get_data_path("data/compressed_tensors/linear_w8a8fp8_weight.pt"), + weights_only=False, + map_location="hpu") + oot_op.weight.copy_(weight) + weight_scale = torch.load(get_data_path("data/compressed_tensors/linear_w8a8fp8_weight_scale.pt"), + weights_only=False, + map_location="hpu") + oot_op.weight_scale.copy_(weight_scale) + + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # Input and expected output + # Output tensor holds data that was returned by cuda impl of CompressedTensorsLinearMethod for given input + # (CompressedTensorsLinearMethod was triggered offline with the same input as below to get the ref_output) + input = torch.load(get_data_path("data/compressed_tensors/linear_w8a8fp8_input.pt"), + weights_only=False, + map_location="hpu") + ref_output = torch.load(get_data_path("data/compressed_tensors/linear_w8a8fp8_output.pt"), + weights_only=False, + map_location="hpu") + + # Execute layer + out = oot_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) + + +def test_compressed_tensors_linear_method_wna16(dist_init): + config = { + 'config_groups': { + 'group_0': { + 'input_activations': None, + 'output_activations': None, + 'targets': ['Linear'], + 'weights': { + 'actorder': 'weight', + 'block_structure': None, + 'dynamic': False, + 'group_size': 128, + 'num_bits': 4, + 'observer': 'minmax', + 'observer_kwargs': {}, + 'strategy': 'group', + 'symmetric': False, + 'type': 'int' + } + } + }, + 'format': 'pack-quantized', + 'global_compression_ratio': None, + 'ignore': [], + 'kv_cache_scheme': None, + 'quant_method': 'compressed-tensors', + 'quantization_status': 'compressed' + } + oot_quant_config = CompressedTensorsConfig.from_config(config) + + # Prepare linear layer with oot CompressedTensorsLinearMethod + # with HPUCompressedTensorsWNA16 scheme + oot_op = RowParallelLinear(input_size=256, + output_size=256, + bias=False, + input_is_parallel=True, + skip_bias_add=False, + params_dtype=torch.bfloat16, + reduce_results=True, + quant_config=oot_quant_config, + return_bias=False, + disable_tp=False).to("hpu") + assert isinstance(oot_op.quant_method, HPUCompressedTensorsLinearMethod) + assert isinstance(oot_op.scheme, HPUCompressedTensorsWNA16) + + # Weights were extracted from first RowParallelLinear layer of RedHatAI/Qwen3-8B-quantized.w4a16 + # (with adjusted shapes, to make tensors smaller) + weight_packed = torch.load(get_data_path("data/compressed_tensors/linear_wna16_weight_packed.pt"), + weights_only=False, + map_location="hpu") + oot_op.weight_packed.copy_(weight_packed) + weight_scale = torch.load(get_data_path("data/compressed_tensors/linear_wna16_weight_scale.pt"), + weights_only=False, + map_location="hpu") + oot_op.weight_scale.copy_(weight_scale) + weight_zero_point = torch.load(get_data_path("data/compressed_tensors/linear_wna16_weight_zero_point.pt"), + weights_only=False, + map_location="hpu") + oot_op.weight_zero_point.copy_(weight_zero_point) + oot_op.weight_shape.data = torch.tensor([256, 256], device='hpu:0') + + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # Input and expected output + # Output tensor holds data that was returned by cuda impl of CompressedTensorsLinearMethod for given input + # (CompressedTensorsLinearMethod was triggered offline with the same input as below to get the ref_output) + input = torch.load(get_data_path("data/compressed_tensors/linear_wna16_input.pt"), + weights_only=False, + map_location="hpu") + ref_output = torch.load(get_data_path("data/compressed_tensors/linear_wna16_output.pt"), + weights_only=False, + map_location="hpu") + + # Execute layer + out = oot_op(input) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) + + +def test_compressed_tensors_wna16_moe_method(dist_init): + config = { + 'config_groups': { + 'group_0': { + 'input_activations': None, + 'output_activations': None, + 'targets': ['Linear'], + 'weights': { + 'actorder': 'weight', + 'block_structure': None, + 'dynamic': False, + 'group_size': 128, + 'num_bits': 4, + 'observer': 'minmax', + 'observer_kwargs': {}, + 'strategy': 'group', + 'symmetric': True, + 'type': 'int' + } + } + }, + 'format': 'pack-quantized', + 'global_compression_ratio': None, + 'ignore': [], + 'kv_cache_scheme': None, + 'quant_method': 'compressed-tensors', + 'quantization_status': 'compressed' + } + oot_quant_config = CompressedTensorsConfig.from_config(config) + + # Prepare FusedMoE layer with oot HPUCompressedTensorsWNA16MoEMethod + oot_op = FusedMoE(num_experts=128, + top_k=8, + hidden_size=512, + intermediate_size=256, + params_dtype=torch.bfloat16, + reduce_results=True, + renormalize=True, + use_grouped_topk=False, + num_expert_group=None, + topk_group=None, + quant_config=oot_quant_config, + tp_size=None, + ep_size=None, + dp_size=None, + custom_routing_function=None, + scoring_func="softmax", + routed_scaling_factor=1.0, + e_score_correction_bias=None, + apply_router_weight_on_input=False, + activation="silu", + enable_eplb=False, + num_redundant_experts=0, + has_bias=False, + is_sequence_parallel=False, + zero_expert_num=0, + zero_expert_type=None).to("hpu") + assert isinstance(oot_op.quant_method, HPUCompressedTensorsWNA16MoEMethod) + + # Weights were extracted from first FusedMoE layer of RedHatAI/Qwen3-30B-A3B-quantized.w4a16 + # (with adjusted shapes, to make tensors smaller) + w2_weight_packed = torch.load(get_data_path("data/compressed_tensors/moe_wna16_w2_weight_packed.pt"), + weights_only=False, + map_location="hpu") + w2_weight_packed = torch.swapaxes(w2_weight_packed, 0, 1).repeat(128, 1, 1) + oot_op.w2_weight_packed.copy_(w2_weight_packed) + w13_weight_packed = torch.load(get_data_path("data/compressed_tensors/moe_wna16_w13_weight_packed.pt"), + weights_only=False, + map_location="hpu") + w13_weight_packed = torch.swapaxes(w13_weight_packed, 0, 1).repeat(128, 1, 1) + oot_op.w13_weight_packed.copy_(w13_weight_packed) + + w2_weight_scale = torch.load(get_data_path("data/compressed_tensors/moe_wna16_w2_weight_scale.pt"), + weights_only=False, + map_location="hpu") + w2_weight_scale = torch.swapaxes(w2_weight_scale, 0, 1).repeat(128, 1, 1) + oot_op.w2_weight_scale.copy_(w2_weight_scale) + w13_weight_scale = torch.load(get_data_path("data/compressed_tensors/moe_wna16_w13_weight_scale.pt"), + weights_only=False, + map_location="hpu") + w13_weight_scale = torch.swapaxes(w13_weight_scale, 0, 1).repeat(128, 1, 1) + oot_op.w13_weight_scale.copy_(w13_weight_scale) + + w2_weight_shape = torch.tensor([512, 256], dtype=torch.bfloat16, device="hpu") + oot_op.w2_weight_shape.copy_(w2_weight_shape.repeat(128, 1)) + w13_weight_shape = torch.tensor([256, 512], dtype=torch.bfloat16, device="hpu") + oot_op.w13_weight_shape.copy_(w13_weight_shape.repeat(128, 1)) + + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # Input and expected output + # Output tensor holds data that was returned by cuda impl of CompressedTensorsWNA16MarlinMoEMethod for given input + # (CompressedTensorsWNA16MarlinMoEMethod was triggered offline with the same input as below to get the ref_output) + hidden_states = torch.load(get_data_path("data/compressed_tensors/moe_wna16_input_hidden_states.pt"), + weights_only=False, + map_location="hpu") + router_logits = torch.load(get_data_path("data/compressed_tensors/moe_wna16_input_router_logits.pt"), + weights_only=False, + map_location="hpu") + ref_output = torch.load(get_data_path("data/compressed_tensors/moe_wna16_output.pt"), + weights_only=False, + map_location="hpu") + + # Execute layer + mock_ctx = MagicMock(spec=["dp_metadata"]) + mock_ctx.dp_metadata = None + with override_forward_context(mock_ctx): + out = oot_op.forward_impl(hidden_states, router_logits) + + # Check correctness + import pdb + pdb.set_trace() + torch.testing.assert_close(ref_output, out, atol=1e-4, rtol=1e-4) diff --git a/tests/unit_tests/ops/test_hpu_fp8.py b/tests/unit_tests/ops/test_hpu_fp8.py index 0a849f23..f643b918 100644 --- a/tests/unit_tests/ops/test_hpu_fp8.py +++ b/tests/unit_tests/ops/test_hpu_fp8.py @@ -31,7 +31,7 @@ def test_fp8_linear_method(dist_init, monkeypatch): disable_tp=False).to("hpu") assert isinstance(oot_op.quant_method, Fp8LinearMethod) - # Load weight and weight_scale_inv were extracted from first RowParallelLinear layer of Qwen/Qwen3-8B-FP8 + # Weight and weight_scale_inv were extracted from first RowParallelLinear layer of Qwen/Qwen3-8B-FP8 # (with adjusted shapes, to make tensors smaller) weight = torch.load(get_data_path("data/fp8/linear_weight.pt"), weights_only=False, map_location="hpu") oot_op.weight.copy_(weight) @@ -57,7 +57,7 @@ def test_fp8_linear_method(dist_init, monkeypatch): out = oot_op(input) # Check correctness - torch.testing.assert_close(ref_output, out, atol=1e-2, rtol=1e-2) + torch.testing.assert_close(ref_output, out, atol=1e-3, rtol=1e-3) def test_fp8_moe_method(dist_init, monkeypatch): @@ -95,7 +95,9 @@ def test_fp8_moe_method(dist_init, monkeypatch): enable_eplb=False, num_redundant_experts=0, has_bias=False, - is_sequence_parallel=False).to("hpu") + is_sequence_parallel=False, + zero_expert_num=0, + zero_expert_type=None).to("hpu") assert isinstance(oot_op.quant_method, HPUFp8MoEMethod) # Weights were extracted from first FusedMoE layer of Qwen/Qwen3-30B-A3B-FP8 From e248377c4ee7d57dc353afe15822da5daa29744b Mon Sep 17 00:00:00 2001 From: Kacper Pietkun Date: Wed, 8 Oct 2025 15:12:38 +0300 Subject: [PATCH 6/7] fix fp8 test Signed-off-by: Kacper Pietkun --- .../ops/data/fp8/linear_weight_scale_inv.pt | Bin 1675 -> 1478 bytes .../ops/test_hpu_compressed_tensors.py | 2 -- 2 files changed, 2 deletions(-) diff --git a/tests/unit_tests/ops/data/fp8/linear_weight_scale_inv.pt b/tests/unit_tests/ops/data/fp8/linear_weight_scale_inv.pt index 19e65cbb1b8c5b4981f685d97669dd279cb2ce3b..3644d0ccf728b8b764c46993d577d118f46f88ac 100644 GIT binary patch literal 1478 zcmbVMPm9w)6rcWY(>+L+RSM!^L8+i^(xgoz%0iS}0-9Y>s+X81V-04Ton*THISJyz zegp9!egNlb-bAS8!gFElIjT>4V2G$^72?&70qQhF&ToRIj5IYoc@Lxzlqj zYIP5udYZb495OYEe#lN*Q%njG zgws6VqIaW@94U?q>DW83yU58KrBXCZed 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a/tests/unit_tests/ops/test_hpu_fused_moe.py b/tests/unit_tests/ops/test_hpu_fused_moe.py new file mode 100644 index 00000000..9cc42cda --- /dev/null +++ b/tests/unit_tests/ops/test_hpu_fused_moe.py @@ -0,0 +1,75 @@ +# SPDX-License-Identifier: Apache-2.0 +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project + +import torch +import habana_frameworks.torch as htorch +from utils import get_data_path +from unittest.mock import MagicMock +from vllm_gaudi.ops.hpu_fused_moe import HPUUnquantizedFusedMoEMethod +from vllm_gaudi.utils import HPUCompileConfig +from vllm.forward_context import override_forward_context +from vllm.model_executor.layers.fused_moe.layer import FusedMoE + + +def test_unquantized_fused_moe_method(dist_init): + # Prepare FusedMoE layer with oot HPUUnquantizedFusedMoEMethod + oot_op = FusedMoE(num_experts=128, + top_k=8, + hidden_size=512, + intermediate_size=256, + params_dtype=torch.bfloat16, + reduce_results=True, + renormalize=True, + use_grouped_topk=False, + num_expert_group=None, + topk_group=None, + quant_config=None, + tp_size=None, + ep_size=None, + dp_size=None, + custom_routing_function=None, + scoring_func="softmax", + routed_scaling_factor=1.0, + e_score_correction_bias=None, + apply_router_weight_on_input=False, + activation="silu", + enable_eplb=False, + num_redundant_experts=0, + has_bias=False, + is_sequence_parallel=False, + zero_expert_num=0, + zero_expert_type=None).to("hpu") + assert isinstance(oot_op.quant_method, HPUUnquantizedFusedMoEMethod) + + # Weights were extracted from first FusedMoE layer of Qwen/Qwen3-30B-A3 + # (with adjusted shapes, to make tensors smaller) + w2_weight = torch.load(get_data_path("data/fused_moe/w2_weight.pt"), weights_only=False, map_location="hpu") + oot_op.w2_weight.copy_(w2_weight.repeat(128, 1, 1)) + w13_weight = torch.load(get_data_path("data/fused_moe/w13_weight.pt"), weights_only=False, map_location="hpu") + oot_op.w13_weight.copy_(w13_weight.repeat(128, 1, 1)) + + oot_op.quant_method.process_weights_after_loading(oot_op) + + if not htorch.utils.internal.is_lazy(): + compile_config = HPUCompileConfig() + oot_op = torch.compile(oot_op, **compile_config.get_compile_args()) + + # Input and expected output + # Output tensor holds data that was returned by cuda impl of UnquantizedFusedMoEMethod for given input + # (UnquantizedFusedMoEMethod was triggered offline with the same input as below to get the ref_output) + hidden_states = torch.load(get_data_path("data/fused_moe/input_hidden_states.pt"), + weights_only=False, + map_location="hpu") + router_logits = torch.load(get_data_path("data/fused_moe/input_router_logits.pt"), + weights_only=False, + map_location="hpu") + ref_output = torch.load(get_data_path("data/fused_moe/output.pt"), weights_only=False, map_location="hpu") + + # Execute layer + mock_ctx = MagicMock(spec=["dp_metadata"]) + mock_ctx.dp_metadata = None + with override_forward_context(mock_ctx): + out = oot_op.forward_impl(hidden_states, router_logits) + + # Check correctness + torch.testing.assert_close(ref_output, out, atol=1e-4, rtol=1e-4)

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