From 522127f13a0c840ccdec0595287fa522d8a7d95d Mon Sep 17 00:00:00 2001 From: FoolPlayer <498107402@qq.com> Date: Wed, 24 May 2023 16:56:09 +0800 Subject: [PATCH 1/2] update readme with modules content --- colossalai/shardformer/README.md | 67 ++++++++++++++++++++++++++++ colossalai/shardformer/flowchat.png | Bin 0 -> 159786 bytes 2 files changed, 67 insertions(+) create mode 100644 colossalai/shardformer/flowchat.png diff --git a/colossalai/shardformer/README.md b/colossalai/shardformer/README.md index 10fd1809b287..c68cef713842 100644 --- a/colossalai/shardformer/README.md +++ b/colossalai/shardformer/README.md @@ -8,6 +8,8 @@ - [🔨 Usage](#-usage) - [🔮 Simple example](#-simple-example) - [💡 Policy](#-policy) + - [⚙️ Module](#-module) + ## 🔗 Introduction @@ -188,3 +190,68 @@ CustomPolicy(Policy): return NotImplementedError ``` + +## ⚙️ Module + 1. Flowchart + +

+ flowchat +

+ + 2. Important Modules + + - CLASS shard_model: + + This is the user api to use shardformer, just create a model from transformers and define a custom policy or use shardformer autopolicy to make a shard model. + + - CLASS Layer: + + Parameters: + - weight (str): The weight suffix of the layer + - bias (str): The bias suffix of the layer + - replace_layer (:class:colosalai.nn): The layer to replace the original layer + - ignore (bool): Whether to ignore this layer if it is not in the model + + This class is used to specify the replacement policy for a particular layer. If replace_layer is None, only parameter partitioning will be performed without replacing the layer class. + + CLASS Col_Layer(Layer): + - gather_output (bool): Whether to gather the output of the layer + + This class inherited from Layer, representing the layer will be sliced along column. + + CLASS Row_Layer(Layer): + + This class inherited from Layer, representing the layer will be sliced along row. + + - CLASS Policy: + + In Shardformer, this class holds significant importance as it defines the model partitioning methods, required parameter modifications, and model injection techniques all within a single Policy class. + - Policy.attn_in/attn_out/mlp_in/mlp_out/embedding_in/embedding_out/...... + + These functions define the partitioning methods of the parameters at different locations in the model. Each function returns a list of objects of Layer class that specify the replacement approach for these parameters. Shardformer also supports user-defined functions for modifying their models, in addition to the listed functions. + - Policy.argument_policy() + + In this function, the user should use multiple dict to define which class of layers will require replacement. This includes the attributes and parameters that need to be modified or replaced. Attributes are stored in the form of a "suffix-string: value" dict, while parameters are stored via multiple static methods that return the replacement approach. + - Policy.inject_policy() + + This function will return the injected model to replace the original model. The new model should be a nn.Module class which includes modified forward or backward functions or anything else. + - Policy.binding_policy() + + This function will return the weight sharing information in the model in some dict. The key and value are both the suffixes of the shared parameters. + + - CLASS ModelSharder(model, policy): + + This class helps shard the model, the parameter is the created transformers model and the custom policy. If custom policy is None, shardformer will automatically get already defined policy for the model. + - ModelShard.inject_model + + This function is used to inject the model to modify the forward and backward progress. + - ModelShard.replace_layer + + This function is used to replace the original layers with colossalai layer to make them paralleled and can do distributed communication. + - ModelShard.bind_layer + + This function is used to help different layers share weight or bias. + + - CLASS Slicer: + + This class is used to slice tensor according to policy. diff --git a/colossalai/shardformer/flowchat.png b/colossalai/shardformer/flowchat.png new file mode 100644 index 0000000000000000000000000000000000000000..edf4e587bd849e5a3380c6847dca45f1ae427aed GIT binary patch literal 159786 zcmeFZWkA$z`Ua|ifRc&|(grP|fPmB}N=lc~Dc#+U2q*|BEir(!q=Yb1N{xVoG)PGI z&|T;GQSa`a-TlAk!}+%Ehh^rS`OOn|T=#Wf&+|r3MvUMB`GqrQ&Jak5KTgiC{2#H-){W~c_I0B&{`Se;f;(JgHJAb-x8?` 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zko8^8^gS7S=ht6)EvK41+uFOe;dN$st`2*qg(%&#(6d5&dv;v5Zk_A{vlF{iUjZg% zd82>Hx0ltQczttzt#L}FM23lcdA)D$Uj1HandS8>2Blc8s3>>O*_F@O*i|BFnbq}? zxi|HJ5vwbL>4kN Date: Wed, 24 May 2023 18:01:33 +0800 Subject: [PATCH 2/2] remove img --- colossalai/shardformer/README.md | 44 +++++++++++++++------------- colossalai/shardformer/flowchat.png | Bin 159786 -> 0 bytes 2 files changed, 23 insertions(+), 21 deletions(-) delete mode 100644 colossalai/shardformer/flowchat.png diff --git a/colossalai/shardformer/README.md b/colossalai/shardformer/README.md index c68cef713842..55b6aa75ef84 100644 --- a/colossalai/shardformer/README.md +++ b/colossalai/shardformer/README.md @@ -8,7 +8,7 @@ - [🔨 Usage](#-usage) - [🔮 Simple example](#-simple-example) - [💡 Policy](#-policy) - - [⚙️ Module](#-module) + - [😊 Module](#-module) ## 🔗 Introduction @@ -191,67 +191,69 @@ CustomPolicy(Policy): ``` -## ⚙️ Module + +## 😊 Module + 1. Flowchart

- flowchat +

2. Important Modules - - CLASS shard_model: + - CLASS `shard_model`: This is the user api to use shardformer, just create a model from transformers and define a custom policy or use shardformer autopolicy to make a shard model. - - CLASS Layer: + - CLASS `Layer`: Parameters: - weight (str): The weight suffix of the layer - bias (str): The bias suffix of the layer - - replace_layer (:class:colosalai.nn): The layer to replace the original layer + - replace_layer (:class:`colosalai.nn`): The layer to replace the original layer - ignore (bool): Whether to ignore this layer if it is not in the model - This class is used to specify the replacement policy for a particular layer. If replace_layer is None, only parameter partitioning will be performed without replacing the layer class. + This class is used to specify the replacement policy for a particular layer. If `replace_layer` is None, only parameter partitioning will be performed without replacing the layer class. - CLASS Col_Layer(Layer): + CLASS `Col_Layer(Layer)`: - gather_output (bool): Whether to gather the output of the layer - This class inherited from Layer, representing the layer will be sliced along column. + This class inherited from `Layer`, representing the layer will be sliced along column. - CLASS Row_Layer(Layer): + CLASS `Row_Layer(Layer)`: - This class inherited from Layer, representing the layer will be sliced along row. + This class inherited from `Layer`, representing the layer will be sliced along row. - - CLASS Policy: + - CLASS `Policy`: In Shardformer, this class holds significant importance as it defines the model partitioning methods, required parameter modifications, and model injection techniques all within a single Policy class. - - Policy.attn_in/attn_out/mlp_in/mlp_out/embedding_in/embedding_out/...... + - `Policy.attn_in()/attn_out()/mlp_in()/mlp_out()/embedding()/unembedding()`...... These functions define the partitioning methods of the parameters at different locations in the model. Each function returns a list of objects of Layer class that specify the replacement approach for these parameters. Shardformer also supports user-defined functions for modifying their models, in addition to the listed functions. - - Policy.argument_policy() + - `Policy.argument_policy()` In this function, the user should use multiple dict to define which class of layers will require replacement. This includes the attributes and parameters that need to be modified or replaced. Attributes are stored in the form of a "suffix-string: value" dict, while parameters are stored via multiple static methods that return the replacement approach. - - Policy.inject_policy() + - `Policy.inject_policy()` This function will return the injected model to replace the original model. The new model should be a nn.Module class which includes modified forward or backward functions or anything else. - - Policy.binding_policy() + - `Policy.binding_policy()` This function will return the weight sharing information in the model in some dict. The key and value are both the suffixes of the shared parameters. - - CLASS ModelSharder(model, policy): + - CLASS `ModelSharder(model, policy)`: This class helps shard the model, the parameter is the created transformers model and the custom policy. If custom policy is None, shardformer will automatically get already defined policy for the model. - - ModelShard.inject_model + - `ModelShard.inject_model()` This function is used to inject the model to modify the forward and backward progress. - - ModelShard.replace_layer + - `ModelShard.replace_layer()` This function is used to replace the original layers with colossalai layer to make them paralleled and can do distributed communication. - - ModelShard.bind_layer + - `ModelShard.bind_layer()` This function is used to help different layers share weight or bias. - - CLASS Slicer: + - CLASS `Slicer`: This class is used to slice tensor according to policy. diff --git a/colossalai/shardformer/flowchat.png b/colossalai/shardformer/flowchat.png deleted file mode 100644 index edf4e587bd849e5a3380c6847dca45f1ae427aed..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 159786 zcmeFZWkA$z`Ua|ifRc&|(grP|fPmB}N=lc~Dc#+U2q*|BEir(!q=Yb1N{xVoG)PGI 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