Create an example for MPZCH #3063
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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This pull request was exported from Phabricator. Differential Revision: D75570684 |
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
Summary: Pull Request resolved: pytorch#3063 ### Major changes - Create a `mpzch` folder under the `torchrec/github/examples` folder - Implement a simple SparseArch module with a flag to switch between original and MPZCH managed collision modules - Profile the running time and QPS for model training(GPU)/inference(CPU) - Create a notebook tutorial for ZCH basics and the use of ZCH modules in TorchRec ### ToDos for OSS - When the internal torchrec MPZCH module is OSS - Remove the `BUCK` file - Replace all the `from torchrec.fb.modules` in `sparse_arch.py` to `from torchrec.modules` ### Potential improvement - Add hash collision counter - Show profiling results in the Readme file - Add multi-batch profiling Reviewed By: aporialiao Differential Revision: D75570684
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Summary:
Major changes
mpzchfolder under thetorchrec/github/examplesfolderToDos for OSS
BUCKfilefrom torchrec.fb.modulesinsparse_arch.pytofrom torchrec.modulesPotential improvement
Reviewed By: aporialiao
Differential Revision: D75570684