Add TBE data configuration reporter to TBE forward (v3) #4455
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Pull Request resolved: pytorch#4455 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Pull Request resolved: pytorch#4455 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Pull Request resolved: pytorch#4455 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Pull Request resolved: pytorch#4455 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary: X-link: facebookresearch/FBGEMM#1516 Pull Request resolved: pytorch#4455 Re-land attempt of D75462895 # Add TBE data configuration reporter to TBE forward call. The reporter reports TBE data configuration at the `SplitTableBatchedEmbeddingBagsCodegen` ***forward*** call. The output is a `TBEDataConfig` object, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below. ## Just Knobs for enablement - fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS is added for enablement of the reporter (https://www.internalfb.com/intern/justknobs/?name=fbgemm_gpu%2Ffeatures) - Default is set to `False`, enable this flag to enable reporter. - To enable it locally use: ``` jk canary set fbgemm_gpu/features:TBE_REPORT_INPUT_PARAMS --on --ttl 600 ``` ## Environment Variables --------------------- The Reporter relies on several environment variables to control its behavior. Below is a description of each variable: - **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL**: - **Description**: Determines the interval at which reports are generated. This is specified in terms of the number of iterations. - **Example Value**: `1` (report every iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_START**: - ***Description**: Specifies the start of the iteration range to capture reports. Default 0. - ***Example Value**: `0` (start reporting from the first iteration) - **FBGEMM_REPORT_INPUT_PARAMS_ITER_END**: - ***Description**: Specifies the end of the iteration range to capture reports. Use `-1` to report until the last iteration. Default -1. - ***Example Value**: `-1` (report until the last iteration) - **FBGEMM_REPORT_INPUT_PARAMS_BUCKET**: * **Description**: Specifies the name of the Manifold bucket where the report data will be saved. * **Example Value**: `tlparse_reports` - **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX**: - **Description**: Defines the path prefix where the report files will be stored. Path will be created if not exist. - **Example Value**: `tree/tests/` ## Example Usage ------------- Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings: ``` FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2 FBGEMM_REPORT_INPUT_PARAMS_ITER_START=3 FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/ buck2 run mode/opt //deeplearning/fbgemm/fbgemm_gpu/bench:split_table_batched_embeddings -- device --iters 2 ``` **Explanation** The above setting will report `iter 3` and `iter 5` * **FBGEMM_REPORT_INPUT_PARAMS_INTERVAL=2**: The reporter will generate a report every 2 iterations. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_START=0**: The reporter will start generating reports from the first iteration. * **FBGEMM_REPORT_INPUT_PARAMS_ITER_END=-1 (Default)**: The reporter will continue to generate reports until the last iteration interval. * **FBGEMM_REPORT_INPUT_PARAMS_BUCKET=tlparse_reports**: The reports will be saved in the `tlparse_reports` bucket. * **FBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX=tree/tests/**: The reports will be stored with the path prefix `tree/tests/`. For Manifold make sure all folders within the path exist. **Note on Benchmark example** Note that with the `--iters 2` option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0. --- --- ## Other includes changes in this Diff: - Updates build dependency of tbe_data_config* files - Remove `shutil` and `numpy.random` lib as it cause uncompatiblity error. - Add non-OSS test, writing extracted config data json file to Manifold Differential Revision: D76992907
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Summary:
Re-land attempt of D75462895
Add TBE data configuration reporter to TBE forward call.
The reporter reports TBE data configuration at the
SplitTableBatchedEmbeddingBagsCodegenforward call. The output is aTBEDataConfigobject, which is written to a JSON file(s). The configuration of its environment variables and an example of its usage is described below.Just Knobs for enablement
False, enable this flag to enable reporter.Environment Variables
The Reporter relies on several environment variables to control its behavior. Below is a description of each variable:
FBGEMM_REPORT_INPUT_PARAMS_INTERVAL:
1(report every iteration)FBGEMM_REPORT_INPUT_PARAMS_ITER_START:
0(start reporting from the first iteration)FBGEMM_REPORT_INPUT_PARAMS_BUCKET:
tlparse_reportsFBGEMM_REPORT_INPUT_PARAMS_PATH_PREFIX:
tree/tests/Example Usage
Below is an example command demonstrating how to use the FBGEMM Reporter with specific environment variable settings:
Explanation
The above setting will report
iter 3anditer 5tlparse_reportsbucket.tree/tests/. For Manifold make sure all folders within the path exist.Note on Benchmark example
Note that with the
--iters 2option, the benchmark will execute 6 forward calls (2 iterations plus 1 warmup) for the forward benchmark and another 3 calls (2 iterations plus 1 warmup) for the backward benchmark. Iteration starts from 0.Other includes changes in this Diff:
shutilandnumpy.randomlib as it cause uncompatiblity error.Differential Revision: D76992907