From c6abcb3fa45ad48128f5d266858fa58eb1560370 Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Thu, 6 Mar 2025 12:12:26 -0800 Subject: [PATCH 1/7] Initial setup for export benchmarking suite and Qwen model --- torchbenchmark/models/hf_Qwen2/__init__.py | 46 ++++++++++++++++ torchbenchmark/models/hf_Qwen2/install.py | 11 ++++ torchbenchmark/models/hf_Qwen2/metadata.yaml | 11 ++++ .../models/hf_Qwen2/requirements.txt | 1 + .../framework/huggingface/basic_configs.py | 6 +++ userbenchmark/export_new_models/__init__.py | 1 + userbenchmark/export_new_models/run.py | 54 +++++++++++++++++++ 7 files changed, 130 insertions(+) create mode 100644 torchbenchmark/models/hf_Qwen2/__init__.py create mode 100644 torchbenchmark/models/hf_Qwen2/install.py create mode 100644 torchbenchmark/models/hf_Qwen2/metadata.yaml create mode 100644 torchbenchmark/models/hf_Qwen2/requirements.txt create mode 100644 userbenchmark/export_new_models/__init__.py create mode 100644 userbenchmark/export_new_models/run.py diff --git a/torchbenchmark/models/hf_Qwen2/__init__.py b/torchbenchmark/models/hf_Qwen2/__init__.py new file mode 100644 index 0000000000..3aed21c9f3 --- /dev/null +++ b/torchbenchmark/models/hf_Qwen2/__init__.py @@ -0,0 +1,46 @@ +import torch +from torchbenchmark.tasks import NLP +from torchbenchmark.util.framework.huggingface.model_factory import HuggingFaceModel +from transformers import AutoTokenizer, DynamicCache, AutoModelForCausalLM + + +class Model(HuggingFaceModel): + task = NLP.LANGUAGE_MODELING + DEFAULT_EVAL_BSIZE = 1 + DEFAULT_EVAL_CUDA_PRECISION = "fp16" + + def __init__(self, test="inference", device="cuda", batch_size=None, extra_args=[]): + # self.device = "cuda" + super().__init__( + name="hf_Qwen2", + test=test, + device=device, + batch_size=batch_size, + extra_args=extra_args, + ) + + prompt = "What is the best way to debug python script?" + tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2-7B") + inputs = tokenizer(prompt, return_tensors="pt") + + input_ids = inputs.input_ids.cuda() + attention_mask = inputs.attention_mask.cuda() + + self.example_inputs = { + "input_ids": input_ids, + "attention_mask": attention_mask, + "past_key_values": DynamicCache(), + "use_cache": True + } + self.model.to(self.device) + + def train(self): + raise NotImplementedError("Training is not implemented.") + + def get_module(self): + return self.model, self.example_inputs + + def eval(self): + example_inputs = self.example_inputs + self.model.eval() + self.model(input_ids=example_inputs["input_ids"], attention_mask=example_inputs["attention_mask"], past_key_values=DynamicCache(), use_cache=True) diff --git a/torchbenchmark/models/hf_Qwen2/install.py b/torchbenchmark/models/hf_Qwen2/install.py new file mode 100644 index 0000000000..4297eb3df8 --- /dev/null +++ b/torchbenchmark/models/hf_Qwen2/install.py @@ -0,0 +1,11 @@ +import os + +from torchbenchmark.util.framework.huggingface.patch_hf import ( + cache_model, + patch_transformers, +) + +if __name__ == "__main__": + patch_transformers() + model_name = os.path.basename(os.path.dirname(os.path.abspath(__file__))) + cache_model(model_name) diff --git a/torchbenchmark/models/hf_Qwen2/metadata.yaml b/torchbenchmark/models/hf_Qwen2/metadata.yaml new file mode 100644 index 0000000000..d0be9dd302 --- /dev/null +++ b/torchbenchmark/models/hf_Qwen2/metadata.yaml @@ -0,0 +1,11 @@ +devices: + NVIDIA A100-SXM4-40GB: + eval_batch_size: 1 +eval_benchmark: false +eval_deterministic: false +eval_nograd: true +not_implemented: +- device: cpu +- test: train +train_benchmark: false +train_deterministic: false diff --git a/torchbenchmark/models/hf_Qwen2/requirements.txt b/torchbenchmark/models/hf_Qwen2/requirements.txt new file mode 100644 index 0000000000..976a2b1f39 --- /dev/null +++ b/torchbenchmark/models/hf_Qwen2/requirements.txt @@ -0,0 +1 @@ +transformers diff --git a/torchbenchmark/util/framework/huggingface/basic_configs.py b/torchbenchmark/util/framework/huggingface/basic_configs.py index f0941f7df2..209b6a2124 100644 --- a/torchbenchmark/util/framework/huggingface/basic_configs.py +++ b/torchbenchmark/util/framework/huggingface/basic_configs.py @@ -13,6 +13,12 @@ 'AutoConfig.from_pretrained("gpt2")', "AutoModelForCausalLM", ), + "hf_Qwen2": ( + 512, + 32768, + 'AutoConfig.from_pretrained("Qwen/Qwen2-7B")', + "AutoModelForCausalLM" + ), "hf_GPT2_large": ( 512, 1024, diff --git a/userbenchmark/export_new_models/__init__.py b/userbenchmark/export_new_models/__init__.py new file mode 100644 index 0000000000..81d4e6361f --- /dev/null +++ b/userbenchmark/export_new_models/__init__.py @@ -0,0 +1 @@ +BM_NAME = "export_new_models" diff --git a/userbenchmark/export_new_models/run.py b/userbenchmark/export_new_models/run.py new file mode 100644 index 0000000000..7cb80772eb --- /dev/null +++ b/userbenchmark/export_new_models/run.py @@ -0,0 +1,54 @@ +import torch +import importlib +import sys +import pprint +#import torchbenchmark +from pathlib import Path + +# Makes sure we setup torchbenchmark +repo = Path(__file__).parent.parent.parent +sys.path.append(str(repo)) + +from userbenchmark.utils import dump_output +from userbenchmark.export_new_models import BM_NAME + +models = [ + "hf_Qwen2" +] + +def get_model(name): + model_module_ = importlib.import_module(f"torchbenchmark.models.{name}") + model_cls = getattr(model_module_, "Model") + model = model_cls(device="cuda", test="eval") + return model + +def run(): + metrics = {} + errors = {} + count_success = 0 + for model_name in models: + model = get_model(model_name) + model, example_inputs = model.get_module() + try: + ep = torch.export.export(model, (), example_inputs, strict=False).module() + except Exception as e: + errors[model_name] = str(e) + continue + else: + count_success += 1 + + metrics["success_rate"] = count_success / len(models) + metrics["errors"] = errors + + result = { + "name": BM_NAME, + "environ": { + "pytorch_git_version": torch.version.git_version, + }, + "metrics": metrics, + } + pprint.pprint(result) + dump_output(BM_NAME, result) + +if __name__ == "__main__": + run() From f5fbb436a3bab03de50dcefe3361e8de4624a23e Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Fri, 7 Mar 2025 11:04:25 -0800 Subject: [PATCH 2/7] UPdate --- torchbenchmark/models/hf_Qwen2/__init__.py | 9 ++- torchbenchmark/models/hf_Qwen2/metadata.yaml | 2 + .../models/hf_simplescaling/__init__.py | 56 ++++++++++++++ .../models/hf_simplescaling/install.py | 11 +++ .../models/hf_simplescaling/metadata.yaml | 11 +++ .../models/hf_simplescaling/requirements.txt | 1 + torchbenchmark/models/kokoro/__init__.py | 77 +++++++++++++++++++ torchbenchmark/models/kokoro/install.py | 4 + torchbenchmark/models/kokoro/metadata.yaml | 13 ++++ torchbenchmark/models/kokoro/requirements.txt | 2 + .../framework/huggingface/basic_configs.py | 6 ++ userbenchmark/export_new_models/run.py | 41 ++++++++-- 12 files changed, 224 insertions(+), 9 deletions(-) create mode 100644 torchbenchmark/models/hf_simplescaling/__init__.py create mode 100644 torchbenchmark/models/hf_simplescaling/install.py create mode 100644 torchbenchmark/models/hf_simplescaling/metadata.yaml create mode 100644 torchbenchmark/models/hf_simplescaling/requirements.txt create mode 100644 torchbenchmark/models/kokoro/__init__.py create mode 100644 torchbenchmark/models/kokoro/install.py create mode 100644 torchbenchmark/models/kokoro/metadata.yaml create mode 100644 torchbenchmark/models/kokoro/requirements.txt diff --git a/torchbenchmark/models/hf_Qwen2/__init__.py b/torchbenchmark/models/hf_Qwen2/__init__.py index 3aed21c9f3..bd843ad144 100644 --- a/torchbenchmark/models/hf_Qwen2/__init__.py +++ b/torchbenchmark/models/hf_Qwen2/__init__.py @@ -26,12 +26,12 @@ def __init__(self, test="inference", device="cuda", batch_size=None, extra_args= input_ids = inputs.input_ids.cuda() attention_mask = inputs.attention_mask.cuda() - self.example_inputs = { + self.example_inputs = ((), { "input_ids": input_ids, "attention_mask": attention_mask, "past_key_values": DynamicCache(), "use_cache": True - } + }) self.model.to(self.device) def train(self): @@ -41,6 +41,7 @@ def get_module(self): return self.model, self.example_inputs def eval(self): - example_inputs = self.example_inputs + example_inputs_args, example_inputs_kwargs = self.example_inputs + example_inputs_kwargs["past_key_values"] = DynamicCache() self.model.eval() - self.model(input_ids=example_inputs["input_ids"], attention_mask=example_inputs["attention_mask"], past_key_values=DynamicCache(), use_cache=True) + self.model(*example_inputs_args, **example_inputs_kwargs) diff --git a/torchbenchmark/models/hf_Qwen2/metadata.yaml b/torchbenchmark/models/hf_Qwen2/metadata.yaml index d0be9dd302..b7ae6697a0 100644 --- a/torchbenchmark/models/hf_Qwen2/metadata.yaml +++ b/torchbenchmark/models/hf_Qwen2/metadata.yaml @@ -7,5 +7,7 @@ eval_nograd: true not_implemented: - device: cpu - test: train +- device: cuda +- test: train train_benchmark: false train_deterministic: false diff --git a/torchbenchmark/models/hf_simplescaling/__init__.py b/torchbenchmark/models/hf_simplescaling/__init__.py new file mode 100644 index 0000000000..55915d3f00 --- /dev/null +++ b/torchbenchmark/models/hf_simplescaling/__init__.py @@ -0,0 +1,56 @@ +import torch +from torchbenchmark.tasks import NLP +from torchbenchmark.util.framework.huggingface.model_factory import HuggingFaceModel +from transformers import AutoTokenizer, DynamicCache, AutoModelForCausalLM + + +class Model(HuggingFaceModel): + task = NLP.LANGUAGE_MODELING + DEFAULT_EVAL_BSIZE = 1 + DEFAULT_EVAL_CUDA_PRECISION = "fp16" + + def __init__(self, test="inference", device="cuda", batch_size=None, extra_args=[]): + # self.device = "cuda" + super().__init__( + name="hf_simplescaling", + test=test, + device=device, + batch_size=batch_size, + extra_args=extra_args, + ) + + tokenizer = AutoTokenizer.from_pretrained("simplescaling/s1.1-32B") + + prompt = "How many r in raspberry" + messages = [ + {"role": "system", "content": "You are a helpful and harmless assistant. You are Qwen developed by Alibaba. You should think step-by-step."}, + {"role": "user", "content": prompt} + ] + text = tokenizer.apply_chat_template( + messages, + tokenize=False, + add_generation_prompt=True + ) + model_inputs = tokenizer([text], return_tensors="pt").to(self.device) + self.example_inputs = {**model_inputs, "max_new_tokens":512} + + class WrapperModel(torch.nn.Module): + def __init__(self, model): + super().__init__() + self.model = model + + def forward(self, *args, **kwargs): + return self.model.generate(*args, **kwargs) + + self.model = WrapperModel(self.model) + + def train(self): + raise NotImplementedError("Training is not implemented.") + + def get_module(self): + return self.model, self.example_inputs + + def eval(self): + example_inputs = self.example_inputs + self.model.eval() + self.model(**example_inputs) diff --git a/torchbenchmark/models/hf_simplescaling/install.py b/torchbenchmark/models/hf_simplescaling/install.py new file mode 100644 index 0000000000..4297eb3df8 --- /dev/null +++ b/torchbenchmark/models/hf_simplescaling/install.py @@ -0,0 +1,11 @@ +import os + +from torchbenchmark.util.framework.huggingface.patch_hf import ( + cache_model, + patch_transformers, +) + +if __name__ == "__main__": + patch_transformers() + model_name = os.path.basename(os.path.dirname(os.path.abspath(__file__))) + cache_model(model_name) diff --git a/torchbenchmark/models/hf_simplescaling/metadata.yaml b/torchbenchmark/models/hf_simplescaling/metadata.yaml new file mode 100644 index 0000000000..d0be9dd302 --- /dev/null +++ b/torchbenchmark/models/hf_simplescaling/metadata.yaml @@ -0,0 +1,11 @@ +devices: + NVIDIA A100-SXM4-40GB: + eval_batch_size: 1 +eval_benchmark: false +eval_deterministic: false +eval_nograd: true +not_implemented: +- device: cpu +- test: train +train_benchmark: false +train_deterministic: false diff --git a/torchbenchmark/models/hf_simplescaling/requirements.txt b/torchbenchmark/models/hf_simplescaling/requirements.txt new file mode 100644 index 0000000000..976a2b1f39 --- /dev/null +++ b/torchbenchmark/models/hf_simplescaling/requirements.txt @@ -0,0 +1 @@ +transformers diff --git a/torchbenchmark/models/kokoro/__init__.py b/torchbenchmark/models/kokoro/__init__.py new file mode 100644 index 0000000000..b26d35c29f --- /dev/null +++ b/torchbenchmark/models/kokoro/__init__.py @@ -0,0 +1,77 @@ +from argparse import Namespace +from pathlib import Path +from typing import Tuple + +import torch +import re +from torchbenchmark.tasks import OTHER + +from ...util.model import BenchmarkModel + +torch.backends.cudnn.deterministic = True +torch.backends.cudnn.benchmark = False +from kokoro import KPipeline +from huggingface_hub import hf_hub_download + + +def load_single_voice(pipeline, voice: str): + if voice in pipeline.voices: + return pipeline.voices[voice] + if voice.endswith('.pt'): + f = voice + else: + f = hf_hub_download(repo_id="hexgrad/Kokoro-82M", filename=f'voices/{voice}.pt') + assert voice.startswith(pipeline.lang_code) + pack = torch.load(f, weights_only=True) + pipeline.voices[voice] = pack + return pack + + +class Model(BenchmarkModel): + task = OTHER.OTHER_TASKS + DEFAULT_EVAL_BSIZE = 1 + + def __init__(self, test, device, batch_size=None, extra_args=[]): + super().__init__( + test=test, device=device, batch_size=batch_size, extra_args=extra_args + ) + + self.pipeline = KPipeline(lang_code='a') + self.model = self.pipeline.model + + text = ''' +The sky above the port was the color of television, tuned to a dead channel. +"It's not like I'm using," Case heard someone say, as he shouldered his way through the crowd around the door of the Chat. "It's like my body's developed this massive drug deficiency." +It was a Sprawl voice and a Sprawl joke. The Chatsubo was a bar for professional expatriates; you could drink there for a week and never hear two words in Japanese. + +These were to have an enormous impact, not only because they were associated with Constantine, but also because, as in so many other areas, the decisions taken by Constantine (or in his name) were to have great significance for centuries to come. One of the main issues was the shape that Christian churches were to take, since there was not, apparently, a tradition of monumental church buildings when Constantine decided to help the Christian church build a series of truly spectacular structures. The main form that these churches took was that of the basilica, a multipurpose rectangular structure, based ultimately on the earlier Greek stoa, which could be found in most of the great cities of the empire. Christianity, unlike classical polytheism, needed a large interior space for the celebration of its religious services, and the basilica aptly filled that need. We naturally do not know the degree to which the emperor was involved in the design of new churches, but it is tempting to connect this with the secular basilica that Constantine completed in the Roman forum (the so-called Basilica of Maxentius) and the one he probably built in Trier, in connection with his residence in the city at a time when he was still caesar. + +[Kokoro](/kˈOkəɹO/) is an open-weight TTS model with 82 million parameters. Despite its lightweight architecture, it delivers comparable quality to larger models while being significantly faster and more cost-efficient. With Apache-licensed weights, [Kokoro](/kˈOkəɹO/) can be deployed anywhere from production environments to personal projects. +''' + + pack = load_single_voice(self.pipeline, "af_heart").to(self.device) + text = re.split(r'\n+', text.strip()) + + for graphemes in text: + _, tokens = self.pipeline.g2p(graphemes) + for gs, ps in self.pipeline.en_tokenize(tokens): + if not ps: + continue + elif len(ps) > 510: + print(f"TODO: Unexpected len(ps) == {len(ps)} > 510 and ps == '{ps}'") + continue + input_ids = self.pipeline.p2ii(ps) + self.example_inputs = ((input_ids, pack[len(input_ids)-1], 1.0), {}) + break + assert self.example_inputs is not None + + + def get_module(self): + return self.model, self.example_inputs + + def eval(self) -> Tuple[torch.Tensor]: + out = self.model(*self.example_inputs[0], **self.example_inputs[1]) + return (out,) + + def train(self): + raise NotImplementedError("MAML model doesn't support train.") diff --git a/torchbenchmark/models/kokoro/install.py b/torchbenchmark/models/kokoro/install.py new file mode 100644 index 0000000000..df4fdfae39 --- /dev/null +++ b/torchbenchmark/models/kokoro/install.py @@ -0,0 +1,4 @@ +from utils.python_utils import pip_install_requirements + +if __name__ == "__main__": + pip_install_requirements() diff --git a/torchbenchmark/models/kokoro/metadata.yaml b/torchbenchmark/models/kokoro/metadata.yaml new file mode 100644 index 0000000000..b7ae6697a0 --- /dev/null +++ b/torchbenchmark/models/kokoro/metadata.yaml @@ -0,0 +1,13 @@ +devices: + NVIDIA A100-SXM4-40GB: + eval_batch_size: 1 +eval_benchmark: false +eval_deterministic: false +eval_nograd: true +not_implemented: +- device: cpu +- test: train +- device: cuda +- test: train +train_benchmark: false +train_deterministic: false diff --git a/torchbenchmark/models/kokoro/requirements.txt b/torchbenchmark/models/kokoro/requirements.txt new file mode 100644 index 0000000000..2d52a55cdb --- /dev/null +++ b/torchbenchmark/models/kokoro/requirements.txt @@ -0,0 +1,2 @@ +kokoro +soundfile diff --git a/torchbenchmark/util/framework/huggingface/basic_configs.py b/torchbenchmark/util/framework/huggingface/basic_configs.py index 209b6a2124..6d02e164e2 100644 --- a/torchbenchmark/util/framework/huggingface/basic_configs.py +++ b/torchbenchmark/util/framework/huggingface/basic_configs.py @@ -19,6 +19,12 @@ 'AutoConfig.from_pretrained("Qwen/Qwen2-7B")', "AutoModelForCausalLM" ), + "hf_simplescaling": ( + 512, + 1024, + 'AutoConfig.from_pretrained("simplescaling/s1-32B")', + 'AutoModelForCausalLM' + ), "hf_GPT2_large": ( 512, 1024, diff --git a/userbenchmark/export_new_models/run.py b/userbenchmark/export_new_models/run.py index 7cb80772eb..169fdceb5d 100644 --- a/userbenchmark/export_new_models/run.py +++ b/userbenchmark/export_new_models/run.py @@ -2,8 +2,8 @@ import importlib import sys import pprint -#import torchbenchmark from pathlib import Path +import torch.utils._pytree as pytree # Makes sure we setup torchbenchmark repo = Path(__file__).parent.parent.parent @@ -13,9 +13,35 @@ from userbenchmark.export_new_models import BM_NAME models = [ - "hf_Qwen2" + "hf_Qwen2", + # "hf_simplescaling", + # "hf_minicpm", + "kokoro", ] +def compare_output(eager, export): + flat_orig_outputs = pytree.tree_leaves(eager) + flat_loaded_outputs = pytree.tree_leaves(export) + + for orig, loaded in zip(flat_orig_outputs, flat_loaded_outputs): + if type(orig) != type(loaded): + raise AssertionError("not equal") + + # torch.allclose doesn't work for float8 + if isinstance(orig, torch.Tensor) and orig.dtype not in [ + torch.float8_e4m3fn, + torch.float8_e5m2, + ]: + if orig.is_meta: + if orig != loaded: + raise AssertionError("not equal") + else: + if not torch.allclose(orig, loaded): + raise AssertionError("not equal") + else: + if not orig != loaded: + raise AssertionError("not equal") + def get_model(name): model_module_ = importlib.import_module(f"torchbenchmark.models.{name}") model_cls = getattr(model_module_, "Model") @@ -30,12 +56,17 @@ def run(): model = get_model(model_name) model, example_inputs = model.get_module() try: - ep = torch.export.export(model, (), example_inputs, strict=False).module() + ep = torch.export.export(model, example_inputs[0], example_inputs[1], strict=False).module() + except Exception as e: + errors[model_name] = str(e) + continue + + try: + compare_output(model(*example_inputs[0], **example_inputs[1]), ep.module()(*example_inputs[0], **example_inputs[1])) except Exception as e: errors[model_name] = str(e) continue - else: - count_success += 1 + count_success += 1 metrics["success_rate"] = count_success / len(models) metrics["errors"] = errors From 637504dfef6bf48a0ef0bbe7eda03c1a3305ee23 Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Fri, 7 Mar 2025 11:05:48 -0800 Subject: [PATCH 3/7] Update --- userbenchmark/export_new_models/run.py | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/userbenchmark/export_new_models/run.py b/userbenchmark/export_new_models/run.py index 169fdceb5d..f059c93cd7 100644 --- a/userbenchmark/export_new_models/run.py +++ b/userbenchmark/export_new_models/run.py @@ -19,13 +19,18 @@ "kokoro", ] + +def assert_equal(a, b): + if a != b: + raise AssertionError("not equal") + + def compare_output(eager, export): flat_orig_outputs = pytree.tree_leaves(eager) flat_loaded_outputs = pytree.tree_leaves(export) for orig, loaded in zip(flat_orig_outputs, flat_loaded_outputs): - if type(orig) != type(loaded): - raise AssertionError("not equal") + assert_equal(type(orig), type(loaded)) # torch.allclose doesn't work for float8 if isinstance(orig, torch.Tensor) and orig.dtype not in [ @@ -33,14 +38,13 @@ def compare_output(eager, export): torch.float8_e5m2, ]: if orig.is_meta: - if orig != loaded: - raise AssertionError("not equal") + assert_equal(orig, loaded) else: if not torch.allclose(orig, loaded): raise AssertionError("not equal") else: - if not orig != loaded: - raise AssertionError("not equal") + assert_equal(orig, loaded) + def get_model(name): model_module_ = importlib.import_module(f"torchbenchmark.models.{name}") From 31c5334d733549db4db99d02e1a8915426a0324b Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Mon, 10 Mar 2025 22:48:43 -0700 Subject: [PATCH 4/7] Update --- torchbenchmark/models/hf_minicpm/__init__.py | 82 ++++++++++++++++++ .../models/hf_minicpm/audio_understanding.mp3 | Bin 0 -> 321036 bytes torchbenchmark/models/hf_minicpm/install.py | 17 ++++ .../models/hf_minicpm/metadata.yaml | 13 +++ .../models/hf_minicpm/requirements.txt | 4 + .../framework/huggingface/basic_configs.py | 7 ++ .../result_audio_understanding.wav | Bin 0 -> 67628 bytes userbenchmark/export_new_models/run.py | 11 ++- 8 files changed, 130 insertions(+), 4 deletions(-) create mode 100644 torchbenchmark/models/hf_minicpm/__init__.py create mode 100644 torchbenchmark/models/hf_minicpm/audio_understanding.mp3 create mode 100644 torchbenchmark/models/hf_minicpm/install.py create mode 100644 torchbenchmark/models/hf_minicpm/metadata.yaml create mode 100644 torchbenchmark/models/hf_minicpm/requirements.txt create mode 100644 userbenchmark/export_new_models/result_audio_understanding.wav diff --git a/torchbenchmark/models/hf_minicpm/__init__.py b/torchbenchmark/models/hf_minicpm/__init__.py new file mode 100644 index 0000000000..be30f42655 --- /dev/null +++ b/torchbenchmark/models/hf_minicpm/__init__.py @@ -0,0 +1,82 @@ +import torch +from torchbenchmark.tasks import NLP +from torchbenchmark.util.framework.huggingface.model_factory import HuggingFaceModel +from transformers import AutoTokenizer, DynamicCache, AutoModelForCausalLM +import librosa +from contextlib import contextmanager +from pathlib import Path +import torch.utils._pytree as pytree + +def copy_tensors(inputs): + return pytree.tree_map_only(torch.Tensor, torch.clone, inputs) + +def add_sampling_hook(module, samples, hooks): + def _(module, args, kwargs): + print("INSIDE HOOK") + samples.append(copy_tensors((args, kwargs))) + + hook = module.register_forward_pre_hook(_, prepend=True, with_kwargs=True) + hooks.append(hook) + return hook + + +class Model(HuggingFaceModel): + task = NLP.LANGUAGE_MODELING + DEFAULT_EVAL_BSIZE = 1 + DEFAULT_EVAL_CUDA_PRECISION = "fp16" + + def __init__(self, test="inference", device="cuda", batch_size=None, extra_args=[]): + # self.device = "cuda" + super().__init__( + name="hf_minicpm", + test=test, + device=device, + batch_size=batch_size, + extra_args=extra_args, + ) + + + prompt = "What is the best way to debug python script?" + tokenizer = AutoTokenizer.from_pretrained('openbmb/MiniCPM-o-2_6', trust_remote_code=True) + inputs = tokenizer(prompt, return_tensors="pt") + + self.model.init_tts() + self.model.tts.float() + + class WrapperModule(torch.nn.Module): + def __init__(self, model): + super().__init__() + self.model = model + + def forward(self, *args, **kwargs): + return self.model.generate(*args, **kwargs) + + self.model = WrapperModule(self.model.tts) + + self.example_inputs = ((), { + "input_ids": torch.zeros((1, 303, 4), device=self.device), + "past_key_values": [ + ( + torch.randn((1, self.model.model.config.num_attention_heads, 302, 64), device=self.device), + torch.randn((1, self.model.model.config.num_attention_heads, 302, 64), device=self.device), + ) for _ in range(self.model.model.config.num_hidden_layers) + ], + "temperature": torch.tensor([0.1000, 0.3000, 0.1000, 0.3000], device=self.device), + "eos_token": torch.tensor([625], device=self.device), + "streaming_tts_text_mask": torch.ones([303], dtype=torch.int8, device=self.device), + "max_new_token": 25, + }) + + self.model.to(self.device) + + def train(self): + raise NotImplementedError("Training is not implemented.") + + def get_module(self): + return self.model, self.example_inputs + + def eval(self): + example_inputs_args, example_inputs_kwargs = self.example_inputs + example_inputs_kwargs["past_key_values"] = DynamicCache() + self.model.eval() + self.model(*example_inputs_args, **example_inputs_kwargs) diff --git a/torchbenchmark/models/hf_minicpm/audio_understanding.mp3 b/torchbenchmark/models/hf_minicpm/audio_understanding.mp3 new file mode 100644 index 0000000000000000000000000000000000000000..7a98f4c0565bea0cc221d664e062f618c79ddb65 GIT binary patch literal 321036 zcmeF2X0Ty_>`6ebLM9)9E0suy?+MBa1G+4MSn1>+$wff(?zkVP6-(LNnpT_LS zd2fDY{$o%d0oWhD2QWC$*~OLW?&0aZki}UP5ERT4goLeFDT<7ity#N1K50W*`W98z z*1YXIcJAK0|NRfty5f?uio;d4b@j(iG`6&LoIcy#^XbJapIdwT2d|CX9H035-u>^V zAIv^{^7FG7zrOnY&$p4hjrso^(frZ*I3gYcC;zYO|9|2CUxEKOS708YEC6s?vVCR0 z-y|9UT$mOBB^dC4>POxNAk@9x%gBIB4-EiReHjaOi?j z4?ey4CfaZ1!}TBhkzD~rlKYScLQ)C#)k}iqrK>nJoB@->kNMw}t3rc`I90yeuD9<$ zVcl^4%kO+5PBARGo_H;My7Zr`%ldebf}iwTcc|VI%s98G`S(RG7_rz5!Z#ec*2hbE zUh~mG(f-)@!{2}T`CnIl#bvNnmpzW8C|V_2n87CPZe)n3%??5>u(2@ zA08oBL4%WDVUdD@>nz<$z5GBT9$-EU1)v<(w%n$ycDu-Fq2O`_rN~MOp##UXH;eK0 zLSL3maVu$a`?Qv;-Ajg%?UQKHO?Teob&P^b 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diff --git a/torchbenchmark/models/hf_minicpm/metadata.yaml b/torchbenchmark/models/hf_minicpm/metadata.yaml new file mode 100644 index 0000000000..b7ae6697a0 --- /dev/null +++ b/torchbenchmark/models/hf_minicpm/metadata.yaml @@ -0,0 +1,13 @@ +devices: + NVIDIA A100-SXM4-40GB: + eval_batch_size: 1 +eval_benchmark: false +eval_deterministic: false +eval_nograd: true +not_implemented: +- device: cpu +- test: train +- device: cuda +- test: train +train_benchmark: false +train_deterministic: false diff --git a/torchbenchmark/models/hf_minicpm/requirements.txt b/torchbenchmark/models/hf_minicpm/requirements.txt new file mode 100644 index 0000000000..a84ee80c14 --- /dev/null +++ b/torchbenchmark/models/hf_minicpm/requirements.txt @@ -0,0 +1,4 @@ +transformers +flash_attn +vector_quantize_pytorch +vocos diff --git a/torchbenchmark/util/framework/huggingface/basic_configs.py b/torchbenchmark/util/framework/huggingface/basic_configs.py index 6d02e164e2..235035d3ab 100644 --- a/torchbenchmark/util/framework/huggingface/basic_configs.py +++ b/torchbenchmark/util/framework/huggingface/basic_configs.py @@ -19,6 +19,12 @@ 'AutoConfig.from_pretrained("Qwen/Qwen2-7B")', "AutoModelForCausalLM" ), + "hf_minicpm": ( + 512, + 32768, + 'AutoConfig.from_pretrained("openbmb/MiniCPM-o-2_6", trust_remote_code=True)', + "AutoModelForCausalLM" + ), "hf_simplescaling": ( 512, 1024, @@ -211,6 +217,7 @@ HUGGINGFACE_MODELS_REQUIRING_TRUST_REMOTE_CODE = [ "hf_Falcon_7b", "hf_MPT_7b_instruct", + "hf_minicpm", "phi_1_5", "phi_2", "hf_Yi", diff --git a/userbenchmark/export_new_models/result_audio_understanding.wav b/userbenchmark/export_new_models/result_audio_understanding.wav new file mode 100644 index 0000000000000000000000000000000000000000..40b359175ab8187ff9a98e17c16484ed9a14a793 GIT binary patch literal 67628 zcmW)o1-Mnk7RP61-+QH{k&^BPLApDoyOi$k?vRjfl27K1M!LE8%*=W}-pBXe zr+DutAcvs#Lyw`e<6!FIBHxo6fyb$5l#c{_Jn6)Ue%385LKxYT2u$;%BU{ 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    YBo6`clv<^`J&v!A#+1dDQI*(=rwx_-48yaU`jpjqYX<3_uaI z;%tYc>pQ~9+Qc(2z-GG!_BxTwDdrpi37=65mlZjZ{$G(aW?@c|8X`k6-q4%H_Pt{3k_E%Uu zri#|oA6>;Z_LB9~m)(YLxD1ygQ8bh@ab*3+MELA$?!aH@NXmg2H^I zJ!VGzB{w=yd_iG`C!8*!*+%43#QC2Hww{YmV8)63f0T~&cZI-h>ssGo3bVo4e=?)_Ng~`HxbmmXU>IFq0n+hg5TkNi!-S;T8AA%DMK!wO$ zHK_6inAQYXT0eUpIND+2&{#GMEhg#|#B;HvjFgMGx1ng29_gLL*u`j#UsII?!DM|! zVJoOBTB4$A3%{0Cx6%{o`^&Mta<(k3+EERb#pNljT#btP4;cjFv6U{hJ~1Y(2&BS( zYdzB=+=+?dZXUX`RCEm)sHxjA$MDKpOHF%0)uU%j`)dNVIdy9U8#70M=Cos4Y?OSa zS`notf}hu73X!;^f470)|K4{m&uiZ_7@w1KY3{J{=X zb`8y0zSb^JcekPZlbHTY7SO+2yI_Y$fSKLLiSYrxk@0MoY(#~Xz}NS;&j??uBmGAa z5y!lC7oXF1ZfCB~QlHm$S?9BJ!zt?H=R`P#(QRjBqt`i*%I3~==9^a9hxzV3z?PTj zKk(bBuV>0Z8#>}COlE9h>*hzd zlAI~0g7HSlZDtqM&wSAxzko@i9-G1*(+f0$Wo)Y25NUkDH3Nv_NjdKgbzyOtUUjl5D!sc`;Qbaoes=iUvU4N)iuicjV~Tykwu!@92j)RpN?ZlDKl49ou?o49^374kp+ zL{ciK5=6><_zzg%6)#Y|R-;aN&MB*C+L>$mGr03oJ&t~(63l%(I7bs5LN&b=KJ6*2 z`B3HsK=Q2KRzVY`Zc?LM(w|jR^cS({(em1d(GA|fsd5ItqYeB)KD(x~0;H-vlUN&x zCTXakPf)kCV?H+}h>|0|pw64(^*3bdWTS|tfA#3}V2HEnd;;l9`!|>Hh=#1!(#J literal 0 HcmV?d00001 diff --git a/userbenchmark/export_new_models/run.py b/userbenchmark/export_new_models/run.py index f059c93cd7..f2c6a433ff 100644 --- a/userbenchmark/export_new_models/run.py +++ b/userbenchmark/export_new_models/run.py @@ -14,8 +14,8 @@ models = [ "hf_Qwen2", - # "hf_simplescaling", - # "hf_minicpm", + #"hf_simplescaling", + "hf_minicpm", "kokoro", ] @@ -57,16 +57,19 @@ def run(): errors = {} count_success = 0 for model_name in models: + print(f"Testing {model_name}") model = get_model(model_name) model, example_inputs = model.get_module() try: - ep = torch.export.export(model, example_inputs[0], example_inputs[1], strict=False).module() + with torch.inference_mode(): + ep = torch.export.export(model, example_inputs[0], example_inputs[1], strict=False).module() except Exception as e: errors[model_name] = str(e) continue try: - compare_output(model(*example_inputs[0], **example_inputs[1]), ep.module()(*example_inputs[0], **example_inputs[1])) + with torch.inference_mode(): + compare_output(model(*example_inputs[0], **example_inputs[1]), ep.module()(*example_inputs[0], **example_inputs[1])) except Exception as e: errors[model_name] = str(e) continue From cb3abfe6e511ab6d05e187d9d5a73eaba56e8c72 Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Mon, 10 Mar 2025 22:59:37 -0700 Subject: [PATCH 5/7] UPdate --- torchbenchmark/models/hf_simplescaling/metadata.yaml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/torchbenchmark/models/hf_simplescaling/metadata.yaml b/torchbenchmark/models/hf_simplescaling/metadata.yaml index d0be9dd302..e606ef84f0 100644 --- a/torchbenchmark/models/hf_simplescaling/metadata.yaml +++ b/torchbenchmark/models/hf_simplescaling/metadata.yaml @@ -7,5 +7,9 @@ eval_nograd: true not_implemented: - device: cpu - test: train +- test: eval +- device: cuda +- test: train +- test: eval train_benchmark: false train_deterministic: false From d509281bf1ab19ef30d0a108d718f75c5413f955 Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Tue, 11 Mar 2025 10:24:13 -0700 Subject: [PATCH 6/7] Update --- torchbenchmark/models/hf_minicpm/requirements.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/torchbenchmark/models/hf_minicpm/requirements.txt b/torchbenchmark/models/hf_minicpm/requirements.txt index a84ee80c14..cf614ff519 100644 --- a/torchbenchmark/models/hf_minicpm/requirements.txt +++ b/torchbenchmark/models/hf_minicpm/requirements.txt @@ -1,4 +1,3 @@ -transformers flash_attn vector_quantize_pytorch vocos From 539a1d6f20556a9c48cae709efbca408dfc59968 Mon Sep 17 00:00:00 2001 From: Tugsbayasgalan Manlaibaatar Date: Tue, 11 Mar 2025 11:28:14 -0700 Subject: [PATCH 7/7] Add --- torchbenchmark/models/hf_minicpm/install.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/torchbenchmark/models/hf_minicpm/install.py b/torchbenchmark/models/hf_minicpm/install.py index 2f12f3d208..02c8abf2aa 100644 --- a/torchbenchmark/models/hf_minicpm/install.py +++ b/torchbenchmark/models/hf_minicpm/install.py @@ -6,12 +6,10 @@ cache_model, patch_transformers, ) - -def setup_install(): - subprocess.check_call([sys.executable, "-m", "pip", "install", "-r", "./requirements.txt"]) +from utils.python_utils import pip_install_requirements if __name__ == "__main__": patch_transformers() - setup_install() + pip_install_requirements() model_name = os.path.basename(os.path.dirname(os.path.abspath(__file__))) cache_model(model_name)