From e48d9db98eef8f597750a7e23f31c83ce8a0db1a Mon Sep 17 00:00:00 2001 From: Kyle Sayers Date: Thu, 23 Jan 2025 12:01:40 -0500 Subject: [PATCH] VLM: Model Tracing Guide (#1030) ## Purpose ## This guide explains the concepts of tracing as they relate to LLM Compressor and how to modify your model to support recipes which require using the Sequential Pipeline. Through reading this guide, you will learn 1. Why tracing is required when compressing with recipes involving the Sequential Pipeline and modifiers such as GPTQModifier 2. How to determine if your model is traceable for your dataset 3. How to modify your model definition to be traceable ## Prerequisites ## * #1031 ## Changes ## * Add a model tracing guide `src/llmcompressor/transformers/tracing/README.md` with pictures * Add a readme for the sequential pipeline which points to the Tracing Guide `src/llmcompressor/pipelines/sequential/README.md` * Add a debug script to help users debug their models for traceability `src/llmcompressor/transformers/tracing/debug.py` * Add the `llm-compressor.attempt_trace` entrypoint for ease of use * Swap the order of arguments in `llava_example.py` and and `pixtral_example.py` to match the order of arguments on the modifier ## Testing ## Use the `llmcompressor.attempt_trace` debug script ```bash llmcompressor.attempt_trace \ --model_id llava-hf/llava-1.5-7b-hf --model_class TraceableLlavaForConditionalGeneration --sequential-targets LlamaDecoderLayer --ignore "re:.*lm_head" "re:vision_tower.*" "re:multi_modal_projector.*" --multimodal_data ``` ## Stretch ## It might be nice if this tracing debugger tool also printed the model graph to an svg --------- Signed-off-by: Kyle Sayers Co-authored-by: Dipika Sikka Co-authored-by: Michael Goin --- setup.py | 1 + .../modifiers/quantization/gptq/base.py | 6 +- .../pipelines/sequential/README.md | 6 + .../transformers/tracing/GUIDE.md | 441 ++ .../tracing/assets/Llama_3.2-Vision.svg | 5319 +++++++++++++++++ .../tracing/assets/ignored_modules.jpg | Bin 0 -> 212391 bytes .../tracing/assets/model_graph.jpg | Bin 0 -> 474221 bytes .../tracing/assets/sequential_targets.jpg | Bin 0 -> 156201 bytes .../tracing/assets/wrapped_function.jpg | Bin 0 -> 121123 bytes .../transformers/tracing/debug.py | 136 + 10 files changed, 5908 insertions(+), 1 deletion(-) create mode 100644 src/llmcompressor/pipelines/sequential/README.md create mode 100644 src/llmcompressor/transformers/tracing/GUIDE.md create mode 100644 src/llmcompressor/transformers/tracing/assets/Llama_3.2-Vision.svg create mode 100644 src/llmcompressor/transformers/tracing/assets/ignored_modules.jpg create mode 100644 src/llmcompressor/transformers/tracing/assets/model_graph.jpg create mode 100644 src/llmcompressor/transformers/tracing/assets/sequential_targets.jpg create mode 100644 src/llmcompressor/transformers/tracing/assets/wrapped_function.jpg create mode 100644 src/llmcompressor/transformers/tracing/debug.py diff --git a/setup.py b/setup.py index 71a681b48..f4423eb87 100644 --- a/setup.py +++ b/setup.py @@ -94,6 +94,7 @@ "llmcompressor.transformers.text_generation.finetune=llmcompressor.transformers.finetune.text_generation:train", # noqa 501 "llmcompressor.transformers.text_generation.eval=llmcompressor.transformers.finetune.text_generation:eval", # noqa 501 "llmcompressor.transformers.text_generation.oneshot=llmcompressor.transformers.finetune.text_generation:oneshot", # noqa 501 + "llmcompressor.trace=llmcompressor.transformers.tracing.debug:main", ] }, python_requires=">=3.8", diff --git a/src/llmcompressor/modifiers/quantization/gptq/base.py b/src/llmcompressor/modifiers/quantization/gptq/base.py index 7de99cf9d..5e8a6b47e 100644 --- a/src/llmcompressor/modifiers/quantization/gptq/base.py +++ b/src/llmcompressor/modifiers/quantization/gptq/base.py @@ -244,7 +244,11 @@ def on_initialize(self, state: State, **kwargs) -> bool: except Exception as exception: if isinstance(exception, torch.fx.proxy.TraceError): - warnings.warn(f"Failed to trace {model_name} with inputs {input_names}") + warnings.warn( + f"Failed to trace {model_name} with inputs {input_names}. For more " + "information on tracing with the sequential pipeline, see " + "`src/llmcompressor/transformers/tracing/GUIDE.md`" + ) if isinstance(exception, unfixable_errors): raise exception diff --git a/src/llmcompressor/pipelines/sequential/README.md b/src/llmcompressor/pipelines/sequential/README.md new file mode 100644 index 000000000..e8a817321 --- /dev/null +++ b/src/llmcompressor/pipelines/sequential/README.md @@ -0,0 +1,6 @@ +# Sequential Pipeline # +The sequential pipeline is a data pipeline, primarily used for compressing models with the +[GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py). + +If, when using this pipeline, you encounter a `torch.fx.proxy.TraceError`, see the +[Model Tracing Guide](/src/llmcompressor/transformers/tracing/GUIDE.md). \ No newline at end of file diff --git a/src/llmcompressor/transformers/tracing/GUIDE.md b/src/llmcompressor/transformers/tracing/GUIDE.md new file mode 100644 index 000000000..193bfd7b7 --- /dev/null +++ b/src/llmcompressor/transformers/tracing/GUIDE.md @@ -0,0 +1,441 @@ +# Model Tracing Guide # +This guide explains the concepts of tracing as they relate to LLM Compressor and how to +modify your model to support recipes which require using the +[Sequential Pipeline](/src/llmcompressor/pipelines/sequential/pipeline.py). + +Through reading this guide, you will learn +1. Why tracing is required when compressing with recipes involving the +[Sequential Pipeline](/src/llmcompressor/pipelines/sequential/pipeline.py) and modifiers +such as [GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py) +2. How to determine if your model is traceable for your dataset +3. How to modify your model definition to be traceable + +## 1. Why is Tracing Required? ## +Due to the memory-intensive nature of some modifiers such as [GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py), +a [Sequential Pipeline](/src/llmcompressor/pipelines/sequential/pipeline.py) +is required in order to offload activations and reduce memory usage as well as propagate +the activation error induced by compression. + +For example, let's say we want to quantize a basic `3` layer model using the +[GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py) and `512` +calibration samples. The [Sequential Pipeline](/src/llmcompressor/pipelines/sequential/pipeline.py) +first identifies each of the layers (sequential targets) within the model. Then, the +pipeline runs each of the `512` samples, one sample at a time, through the first layer. +When one sample completes its forward pass through the layer, its activations are +recorded by the [GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py) +hessian and the layer output is offloaded to the cpu. After all `512` samples have been +passed through the layer, the [GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py) +uses the recorded activations to compress the weights of the modules within the layer. +Once module compression is complete, the offloaded activations are used to perform the +forward pass of the next layer. + +The [Sequential Pipeline](/src/llmcompressor/pipelines/sequential/pipeline.py) relies on +the ability to know what the inputs and outputs are of each model layer in order to +faithfully "replay" the model's forward pass one layer at a time. While the basic +assumption that "the input to the next layer is the output of the previous layer" holds +for most decoder-only LLMs, this assumption breaks for more complex models such as +encoder-decoder architectures and models which pass RoPE embeddings as an input to each +layer. For this reason, in order to faithfully capture the data flow between model +layers, the model's execution graph must be traced. + +Tracing is done by sampling one batch from the provided dataset, capturing all +of the operations that are performed during the model forward pass, and encoding those +operations into a model graph which is then broken into sequential layers to be executed +independently at calibration time. For a visual example of a model execution graph, see +[Llama_3.2-Vision.svg](/src/llmcompressor/transformers/tracing/assets/Llama_3.2-Vision.svg). + +

+ Model Graph +

+

+ This image depicts some of the operations performed when executing the Llama3.2-Vision model +

+ +## 2. Determining Traceability ## +In order to determine if a model is traceable for a given dataset, you can use the +`llmcompressor.trace` function. This function determines whether a model is +traceable for a given dataset, sequential targets list, and ignore list. + +For example, this script demonstrates that the `Qwen2-VL` model is traceable when +using inputs from a text-only dataset +```bash +llmcompressor.trace \ + --model_id Qwen/Qwen2-VL-2B-Instruct \ + --model_class Qwen2VLForConditionalGeneration \ + --sequential_targets Qwen2VLDecoderLayer \ + --ignore "lm_head" "re:visual.*" \ + --modality text +``` +``` +Successfully traced model into 29 subgraphs! +``` + +However, attempting to trace the `Qwen2-VL` with vision inputs (text and images) +results in a `TraceError` due to untraceable operations within the `Qwen2-VL` model +definition +```bash +llmcompressor.trace \ + --model_id Qwen/Qwen2-VL-2B-Instruct \ + --model_class Qwen2VLForConditionalGeneration \ + --sequential_targets Qwen2VLDecoderLayer \ + --ignore "lm_head" "re:visual.*" \ + --modality vision +``` +``` +torch.fx.proxy.TraceError: symbolically traced variables cannot be used as inputs to control flow +``` + +### Choosing Sequential Targets ### +Sequential targets are the modules which determine the granularity of error propagation +and activation offloading when performing forward passes of the model. These are +typically the "transformer blocks" of the model, also referred to as "layers" with +llm-compressor. + +Choosing sequential targets with higher granularity (for example `"Linear"` instead of +`"LlamaDecoderLayer"`) will result in fewer hessians being allocated at the same time, +decreasing the memory requirements for compression. This may also increase the recovered +accuracy of the model, as compression error is propagated at a higher granularity. +However, using higher granularity sequential targets may also increase compression time, +as more time is spent offloading and onloading activations. + +

+ Sequential Targets +

+

+ This image depicts the sequential text decoder layers of the Llama3.2-Vision model. Some of the inputs, such as the cross attention features, are fed into the layers from modules computed earlier in the graph +

+ +### Choosing Modules to Ignore ### +If your model is not traceable for your desired dataset, first consider adding any +problematic modules to the `ignore` list. Doing this prevents the model tracer from +tracing the internals of those modules, thereby avoid the untraceable operations. + +For example, in this model graph, the internals of the `MllamaVisionModel` are not +traced (we don't see the individual `MllamaVisionEncoder` layers, ect.). However, we can +no longer target the modules within the `MllamaVisionModel` such as the +`MllamaVisionEncoder` as sequential targets. If any modules within the +`MllamaVisionModel` are being compressed, their hessians will all be allocated at the same +time, increasing peak memory usage. + +

+ Ignored Modules +

+

+ Visualization of the internals of the vision_model module being ignored and replaced with a single call_module operation. Note that, in this example, the multi_modal_projector module is also ignored. +

+ +## 3. Defining your own Traceable Model Definitions ## +If you discover that your model is not traceable through `llm-compressor.trace`, +you may want to modify your model definition to make the model traceable. Before +attempting to define your own traceable model definition, make sure that the untraceable +parts of your model are not a part of a module that can be [ignored](#choosing-modules-to-ignore). + +To define your own traceable model definition, follow the steps below: +1. Copy the original model definition into the [tracing folder](/src/llmcompressor/transformers/tracing/) + * The original model definition can usually be found in the [`transformers/models`](https://github.com/huggingface/transformers/tree/main/src/transformers/models) +folder or the `modeling_X.py` file when using models with remote code. +2. Add your new model class to [tracing/\_\_init\_\_.py](/src/llmcompressor/transformers/tracing/__init__.py) + * Make sure to alias your model name using the template `TraceableXForY` +3. Use `llm-compressor.trace` to find the untraceable line of code in your model + * See [Determining Traceability](#2-determining-traceability) for an example + * **Remember to replace `model_class` with your own model definition** +4. Find the untraceable line of code in your model definition and modify the code to +make it traceable + * Examples of how to do this for each of the common errors can be found below + * If you encounter a tracing issue which is not documented below, please create an issue! +5. Add a comment above the line which has been modified explaining why the operation is +untraceable + * For example, `# TRACING: Assume that the attention mask is always present` +6. Repeat steps 3-5 until all of the untraceable operations have been replaced with +traceable operations +7. Once your model traces successfully, remove any class definitions you did not use and +import them if necessary + * Note that this cannot be done for models with remote code, as all code is required +8. Commit your changes to a branch and open a pull request so that others like yourself can +benefit from the changes! + * LLM Compressor is an open-source project that relies on community contribution to + support the wide range of model architectures available on huggingface + * P.S., remember to add `# vllm-project: no copyright` underneath any copyright + notices at the top of the file + +### Conditional Logic and Asserts ### +``` +torch.fx.proxy.TraceError: symbolically traced variables cannot be used as inputs to control flow +``` + +Control flow statements often cause issues during tracing because symbolic variables, +ie inputs provided from the dataset sample, cannot be used as inputs to control flow. +To resolve these issues, you can replace the logic with an assumption which bypasses the +problematic control flow. + +For example, the following block in [`LlavaForConditionalGeneration`](/src/llmcompressor/transformers/tracing/llava.py) +```python3 +if n_image_tokens != n_image_features: + raise ValueError( + f"Image features and image tokens do not match: tokens: {n_image_tokens}, features {n_image_features}" + ) +``` + +Should be replaced with: +```python3 +# TRACING: Assume that processing and tokenization was done correctly +# if n_image_tokens != n_image_features: +if False: + raise ValueError( + f"Image features and image tokens do not match: tokens: {n_image_tokens}, features {n_image_features}" + ) +``` + +### Conditional Iteration ### +``` +torch.fx.proxy.TraceError: Proxy object cannot be iterated. +``` + +Because the size and contents of symbolic variables are subject to change at runtime, +symbolic variables cannot be iterated. + +For example, this code block cannot be traced because it iterates through the contents +of `features`, a symbolically traced variable +```python3 +accumulated_features = torch.zeros(config.model_dims) +for feature in features: + accumulated_features += feature +``` + +In this instance, this block of code can be restructured to use a vector operation which +does not require explicit iteration through the `features` variable. +```python3 +accumulated_features = torch.sum(features, dim=0) +``` + +However, in more complex instances, such as iterating through a list of images to +process each image, vectorization is not feasible. In these instances, wrapping the +parent function is highly recommended, see [Wrapping Functions](#wrapping-functions). + +### Wrapping Functions ### +Wrapping is a technique whereby the internals of certain functions can be ignored from +tracing in the model graph + +For example, when tracing the [`MllamaForConditionalGeneration`](/src/llmcompressor/transformers/tracing/mllama.py) +architecture, we encounter a `TraceError` on this line: +```python3 +batch_size, text_total_length, *_ = cross_attention_mask.shape +``` +``` +torch.fx.proxy.TraceError: Proxy object cannot be iterated +``` + +In this case, making this line traceable is fairly trivial. However, since this function +does not output any variable whose shapes require inference +(see [Correcting Shape Inference](#correcting-shape-inference)), we can simply wrap the +function, effectively ignoring its untraceable internals. + +```python3 +@torch.fx.wrap +def _prepare_cross_attention_mask(...) -> ...: + ... + batch_size, text_total_length, *_ = cross_attention_mask.shape + ... +``` + +

+ Wrapped Function +

+

+ This image dicts how the internals of the _prepare_cross_attention_mask function are replaced by a single call_module operation, similar to how modules can be ignored as featured in section 1 +

+ +Please note that wrapped functions must be defined at the module-level, meaning that +class and instance methods must be hoisted to the module level, see +[Defining Your Own Functions to Wrap](#defining-your-own-functions-to-wrap) + +In the future, support will be added for wrapping functions by name rather than +requiring the original function to be redefined. See [_symbolic_trace.py](https://github.com/pytorch/pytorch/blob/main/torch/fx/_symbolic_trace.py#L1246-L1247). + +### Defining Your Own Functions to Wrap ### +Wrapping is not limited to functions already defined by the model definition. We can +also write our own functions to wrap if we want to wrap a particular chunk of code or +wrap a function which is defined a non-module level. + +For example, this chunk of code iterates through a symbolic variable, which is +[not traceable](#conditional-iteration). +```python3 +for idx, feature in enumerate(features): + process_feature(idx, feature) +``` +``` +torch.fx.proxy.TraceError: Proxy object cannot be iterated +``` + +To resolve this, the iteration can be wrapped in a function that will not be traced. +```python3 +@torch.fx.wrap +def process_all_features(features): + for idx, feature in enumerate(features): + process_feature(idx, feature) + +process_all_features(features) +``` + +Make sure to define your new function at the top module-level and pass in any arguments +required by the function. + +### Correcting Shape Inference ### +When tracing with LLM Compressor, the shapes of some variables are assumed based on the +shapes provided by a sample from the dataset. This is done to allow some models which +include basic [Conditional Logic and Asserts](#conditional-logic-and-asserts) to be +traceable without major changes to the model definition. + +Shape assumptions are implemented by modifying the `HFProxy` instance, which is used as +a proxy for symbolic variables during tracing. The `_metadata` attribute of the +`HFProxy` instance is assigned to a meta tensor whose shape and dtype correspond to the +assumed shape and dtype of the symbolic variable. + +However, there are some instances where the shape inference is not properly +implemented, leading to some variables whose shape is unknown. This can happen if the +proxy variable passes through an ignored module or wrapped function, or if a shape +inference is missing for a particular operation. This is not always a problem, unless +those variables are used for conditional logic later during execution. In these cases, +rather than fixing every instance of condition logic, we can inject our own knowledge of +variable shapes. + +For example, when tracing the [LlavaForConditionalGeneration](/src/llmcompressor/transformers/tracing/llava.py) +architecture, we have a function which returns a variable `image_features` whose shape +is unknown (this is because `get_image_features` calls the `self.multi_modal_projector`, +which is typically part of the `ignore` list). +```python3 +image_features = self.get_image_features( + pixel_values=pixel_values, + vision_feature_layer=vision_feature_layer, + vision_feature_select_strategy=vision_feature_select_strategy, +) +``` + +`image_features` is later used for conditional logic, so it would be nice if this +variable had a known shape. Luckily, `get_image_features` includes documentation which +describes the known shape of its output. +```python3 +Returns: + image_features (`torch.Tensor`): Image feature tensor of shape `(num_images, image_length, embed_dim)`). +``` + +Using this information, we can define our own helper function to install the known shape +information as metadata into the `image_features` variable. +```python3 +def maybe_install_metadata_image_features( + image_features: Union[torch.Tensor, HFProxy], + pixel_values: Union[torch.Tensor, HFProxy], + config: LlavaConfig, +) -> Union[torch.Tensor, HFProxy]: + if isinstance(image_features, HFProxy): + # (num_images, image_length, embed_dim) + num_images = pixel_values._metadata.size(0) + image_length = config.image_seq_length + embed_dim = config.vision_config.intermediate_size + + original_fn = image_features.tracer.patched_torch_methods["empty"][1] + metadata = original_fn( + (num_images, image_length, embed_dim), device=torch.device("meta") + ) + image_features.install_metadata(metadata) + + return image_features +``` + +The new function is inserted after the `get_image_features` +``` +image_features = self.get_image_features( + pixel_values=pixel_values, + vision_feature_layer=vision_feature_layer, + vision_feature_select_strategy=vision_feature_select_strategy, +) + +image_features = maybe_install_metadata_image_features( + image_features, pixel_values, self.config +) +``` + +In another example from [LlavaForConditionalGeneration](/src/llmcompressor/transformers/tracing/llava.py), +we find that shape inference for the `torch.Tensor.masked_scatter` function has not been +implemented. We can determine the shape of this function's output by simulating it using +the existing metadata. +```python3 +def maybe_install_metadata_inputs_embeds( + inputs_embeds_masked: Union[torch.Tensor, HFProxy], + inputs_embeds: Union[torch.Tensor, HFProxy], + special_image_mask: Union[torch.Tensor, HFProxy], + image_features: Union[torch.Tensor, HFProxy], +) -> Union[torch.Tensor, HFProxy]: + if isinstance(inputs_embeds_masked, HFProxy): + metadata = inputs_embeds._metadata.masked_scatter( + special_image_mask._metadata.to(bool), image_features._metadata + ) + inputs_embeds_masked.install_metadata(metadata) + + return inputs_embeds + +... +inputs_embeds_masked = inputs_embeds.masked_scatter(special_image_mask, image_features) +inputs_embeds_masked = maybe_install_metadata_inputs_embeds( + inputs_embeds_masked, inputs_embeds, special_image_mask, image_features +) +... +``` + +### Ensuring Consistent Data Types ### +``` +TypeError: __bool__ should return bool, returned Tensor +``` + +In rare cases, some variables are assigned to a different type than the type they were +initialized with. This is a problem for the torch.fx tracing module, as the +implementation requires that all variables maintain the same type. + +In this case, the variable `legacy_processing` is initially assigned to the `bool` type. +However, it is later reassigned to the type `torch.Tensor[bool]`. +```python3 +legacy_processing = False +... +legacy_processing = ( + (input_ids == self.config.image_token_index).sum(1).max() < self.config.image_seq_length +) or (input_ids.shape[-1] == 1 and pixel_values is not None) +``` + +In this example, we can fix the type of `legacy_processing` by ensuring that the new +assignment matches the original type `bool`. +```python3 +legacy_processing = False +... +legacy_processing = ( + (input_ids == self.config.image_token_index).sum(1).max() < self.config.image_seq_length +) or (input_ids.shape[-1] == 1 and pixel_values is not None).item() +``` + +## Summary ## +This guide provides a comprehensive overview of tracing concepts as they apply to +LLM Compressor, enabling effective use of the [Sequential Pipeline](/src/llmcompressor/pipelines/sequential/pipeline.py) +and modifiers such as [GPTQModifier](/src/llmcompressor/modifiers/quantization/gptq/base.py). + +The following key points are covered by this guide: + +1. **Importance of Tracing**: + Tracing is essential for compressing complex models and managing memory efficiently. + It ensures accurate data flow capture for layer-by-layer processing during + compression. + +2. **Traceability**: + A model's traceability depends on its ability to define clear input-output + operations. Using tools like `llmcompressor.trace`, users can identify traceability + issues and make necessary adjustments, such as modifying sequential targets or adding + modules to the ignore list. + +3. **Model Modifications**: + Non-traceable models can be modified by addressing common errors, such as conditional + logic and iteration issues, or by implementing techniques like function wrapping and + shape inference correction. + +This guide empowers users to adapt their models for optimal performance with LLM +Compressor while maintaining compatibility with its pipeline and modifier tools. The +outlined steps, examples, and troubleshooting tips ensure that even complex +architectures can be effectively traced and compressed with minimal memory usage and +accuracy loss. diff --git a/src/llmcompressor/transformers/tracing/assets/Llama_3.2-Vision.svg b/src/llmcompressor/transformers/tracing/assets/Llama_3.2-Vision.svg new file mode 100644 index 000000000..c12a828a3 --- /dev/null +++ b/src/llmcompressor/transformers/tracing/assets/Llama_3.2-Vision.svg @@ -0,0 +1,5319 @@ + + + + + + +Llama 3.2-Vision + + + +input_ids + +name=%input_ids + +op_code=placeholder + +target=input_ids + +num_users=1 + + + +language_model_model_embed_tokens + +name=%language_model_model_embed_tokens + +op_code=call_module +torch.nn.modules.sparse.Embedding + +num_embeddings: 128264 +embedding_dim: 4096 +padding_idx: 128004 +max_norm: None +norm_type: 2.0 +scale_grad_by_freq: False +sparse: False + + + +input_ids->language_model_model_embed_tokens + + + + + +pixel_values + +name=%pixel_values + +op_code=placeholder + +target=pixel_values + +num_users=1 + + + +vision_model + +name=%vision_model + +op_code=call_module +llmcompressor.transformers.tracing.mllama.MllamaVisionModel + + + + +pixel_values->vision_model + + + + + +aspect_ratio_mask + +name=%aspect_ratio_mask + +op_code=placeholder + +target=aspect_ratio_mask + +num_users=1 + + + +aspect_ratio_mask->vision_model + + + + + +aspect_ratio_ids + +name=%aspect_ratio_ids + +op_code=placeholder + +target=aspect_ratio_ids + +num_users=1 + + + +aspect_ratio_ids->vision_model + + + + + +attention_mask + +name=%attention_mask + +op_code=placeholder + +target=attention_mask + +num_users=5 + + + +size_4 + +name=%size_4 + +op_code=call_method + +target=size + +num_users=0 + + + +attention_mask->size_4 + + + + + +dim + +name=%dim + +op_code=call_method + +target=dim + +num_users=1 + + + +attention_mask->dim + + + + + +size_7 + +name=%size_7 + +op_code=call_method + +target=size + +num_users=1 + + + +attention_mask->size_7 + + + + + +getitem_12 + +name=%getitem_12 + +op_code=call_function + +target=_operator.getitem + +args=((slice(None, None, None), None, None, slice(None, None, None)),) + +num_users=1 + + + +attention_mask->getitem_12 + + + + + +getattr_5 + +name=%getattr_5 + +op_code=call_function + +target=getattr + +args=(device,) + +num_users=1 + + + +attention_mask->getattr_5 + + + + + +cross_attention_mask + +name=%cross_attention_mask + +op_code=placeholder + +target=cross_attention_mask + +num_users=1 + + + +_prepare_cross_attention_mask + +name=%_prepare_cross_attention_mask + +op_code=call_function + +target=llmcompressor.transformers.tracing.mllama._prepare_cross_attention_mask + +kwargs={ +num_vision_tokens: 1601, +dtype: torch.bfloat16, +} + +num_users=2 + + + +cross_attention_mask->_prepare_cross_attention_mask + + + + + +getitem + +name=%getitem + +op_code=call_function + +target=_operator.getitem + +args=(0,) + +num_users=2 + + + +vision_model->getitem + + + + + +multi_modal_projector + 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b/src/llmcompressor/transformers/tracing/debug.py new file mode 100644 index 000000000..c2ec23d07 --- /dev/null +++ b/src/llmcompressor/transformers/tracing/debug.py @@ -0,0 +1,136 @@ +from typing import List, Type, Union, Optional, Dict + +import argparse + +import torch +import transformers +from transformers import AutoProcessor, PreTrainedModel + +from llmcompressor.transformers import tracing +from llmcompressor.utils.pytorch.module import get_no_split_params +from llmcompressor.pipelines.sequential.helpers import trace_subgraphs +from llmcompressor.transformers import DataTrainingArguments, TextGenerationDataset + + +def parse_args(): + parser = argparse.ArgumentParser(description="Trace a model into subgraphs") + parser.add_argument("--model_id", type=str, required=True, help="The stub of the model to load") # noqa: E501 + parser.add_argument("--model_class", type=str, required=True, help="The class name of the model") # noqa: E501 + parser.add_argument("--sequential_targets", type=str, nargs="*", default=None, metavar="TARGET", help="List of targets for sequential tracing") # noqa: E501 + parser.add_argument("--ignore", type=str, nargs="*", default=[], metavar="PATTERN", help="List of patterns to ignore during tracing") # noqa: E501 + parser.add_argument("--modality", type=str, default="text", help="Modality of calibration dataset, defaults to text") # noqa: E501 + return parser.parse_args() + + +def trace( + model_id: str, + model_class: Type[PreTrainedModel], + sequential_targets: Optional[Union[List[str], str]] = None, + ignore: Union[List[str], str] = [], + modality: str = "text", +): + """ + Debug traceability by tracing a pre-trained model into subgraphs + + :param model_id: stub of the model to load + :param model_class: class constructor of the pre-trained model. Can use either + HF transformers classes or `Traceable` classes defined by LLM Compressor + :param sequential_targets: targets for sequential tracing, defaults to automatic + inference + :param ignore: patterns to ignore during tracing + :param modality: data modality for dummy tracing data, defaults to 'text' + + Example usage from CLI + llmcompressor.trace \ + --model_id Qwen/Qwen2-VL-2B-Instruct \ + --model_class Qwen2VLForConditionalGeneration \ + --sequential_targets Qwen2VLDecoderLayer \ + --ignore "lm_head" "re:visual.*" \ + --modality text + """ + # Load model + model = model_class.from_pretrained( + model_id, + device_map="auto", + torch_dtype="auto", + ) + processor = AutoProcessor.from_pretrained(model_id, trust_remote_code=True) + print("Loaded model") + + # Prepare sample data + data_args = DataTrainingArguments(**get_dataset_kwargs(modality)) + dataset = TextGenerationDataset.load_from_registry( + data_args.dataset, + data_args=data_args, + split=data_args.splits["calibration"], + processor=processor, + )(add_labels=False) + sample_input = next(iter(dataset)) + sample_input = {k: torch.tensor(v) for k, v in sample_input.items()} + print("Loaded sample data") + + # infer sequential targets + if sequential_targets is None: + sequential_targets = get_no_split_params(model) + if isinstance(sequential_targets, str): + sequential_targets = [sequential_targets] + + # infer ignore + if isinstance(ignore, str): + ignore = [ignore] + + # Attempt trace + print( + "\nAttempting trace\n" + f" model_id={model_id}\n" + f" model_class={model_class.__name__}\n" + f" dataset={data_args.dataset}\n" + f" split={dataset.split}\n" + f" inputs={sample_input.keys()}\n" + f" sequential_targets={sequential_targets}\n" + f" ignore={ignore}\n" + ) + subgraphs = trace_subgraphs(model, sample_input, sequential_targets, ignore) + print(f"Successfully traced model into {len(subgraphs)} subgraphs!\n") + + +def get_model_class(model_class: str) -> Type[PreTrainedModel]: + model_cls = getattr(tracing, model_class, getattr(transformers, model_class, None)) + if model_cls is None: + raise ValueError(f"Could not import model class {model_class}") + + return model_cls + + +def get_dataset_kwargs(modality: str) -> Dict[str, str]: + dataset_kwargs = { + "text": { + "dataset": "ultrachat-200k", + "splits": {"calibration": "test_sft[:1]"}, + }, + "vision": { + "dataset": "flickr", + "splits": {"calibration": "test[:1]"}, + }, + } + + if modality not in dataset_kwargs: + raise ValueError(f"Modality must be one of {list(dataset_kwargs.keys())}") + + return dataset_kwargs[modality] + + +def main(): + args = parse_args() + + trace( + model_id=args.model_id, + model_class=get_model_class(args.model_class), + sequential_targets=args.sequential_targets, + ignore=args.ignore, + modality=args.modality, + ) + + +if __name__ == "__main__": + main()