Add TBE data configuration reporter to TBE forward (v3) (#4455) #4672

gchalump · 2025-08-11T20:21:56Z

Summary:
X-link: https://github.com/facebookresearch/FBGEMM/pull/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/

Use Cases

FileStore
- General
  - Auto-create output directories if not exist.
- fb-internal:
  - Only export to manifold.
  - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist)
- OSS
  - Will use local FileStore to store the output

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: D79758603

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facebook-github-bot · 2025-08-11T20:22:04Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-12T23:24:18Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-12T23:37:43Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-14T18:15:46Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-14T18:19:50Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-18T15:57:58Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-19T14:47:20Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-19T14:53:41Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-19T18:33:24Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-19T18:41:37Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

Summary: X-link: facebookresearch/FBGEMM#1516 Pull Request resolved: pytorch#4455 Re-land attempt of D75462895 The diff is splitted between benchmark related with necessary refactoring from the integration of the reporter to tbe. This diff contains changes on the benchmark related with necessary refactoring. --- ## 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 - Adding just knob for enablement Differential Revision: D76992907 Reviewed By: spcyppt

Summary: X-link: facebookresearch/FBGEMM#1703 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-20T07:51:16Z

This pull request was exported from Phabricator. Differential Revision: D79758603

Summary: X-link: facebookresearch/FBGEMM#1703 Pull Request resolved: pytorch#4672 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/` ## Use Cases - FileStore - General - Auto-create output directories if not exist. - fb-internal: - Only export to manifold. - Assert error, if the flag is set but failed to initialize manifold connection. (missing backend or manifold bucket is not exist) - OSS - Will use local FileStore to store the output ## 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: D79758603

facebook-github-bot · 2025-08-20T07:57:02Z

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