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mosaicml / llm-foundry

LLM training code for Databricks foundation models

Home Page:https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm

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Opt-3b Pretrain YAML config failing with mosaicml/llm-foundry/2.2.1_cu121_flash2-4aef5de docker

bhavnicksm opened this issue · comments

commented

Environment

GPU: A6000
Docker Container: mosaicml/llm-foundry/2.2.1_cu121_flash2-4aef5de docker
Python: 3.11.8
pyenv: pip install -e ".[gpu]"

To reproduce

Steps to reproduce the behavior:

  1. Follow the Quick Start on the README.md inside the docker container mentioned
  2. Provide opt-3b.yaml in stage two of the quick start instead of mpt-125

Expected behavior

../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [32,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [33,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [34,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [35,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [36,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [37,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [38,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [39,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [40,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [41,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [42,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [43,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [44,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [45,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [46,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [47,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [48,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [49,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [50,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [51,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [52,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [53,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [54,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [55,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [56,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [57,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [58,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [59,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [60,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [61,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [62,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [515,0,0], thread: [63,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [64,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [65,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [66,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [67,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [68,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [69,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [70,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [71,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [72,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [73,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [74,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [75,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [76,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [77,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [78,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [79,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [80,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [81,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [82,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [83,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [84,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [85,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [86,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [87,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [88,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [89,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [90,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [91,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [92,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [93,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [94,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [513,0,0], thread: [95,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [64,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [65,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [66,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [67,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [68,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [69,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [70,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [71,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [72,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [73,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [74,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [75,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [76,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [77,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [78,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [79,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [80,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [81,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [82,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [83,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [84,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [85,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [86,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [87,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [88,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [89,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [90,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [91,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [92,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [93,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [94,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [519,0,0], thread: [95,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [32,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [33,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [34,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [35,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [36,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [37,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [38,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [39,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [40,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [41,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [42,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [43,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [44,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [45,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [46,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [47,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [48,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [49,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [50,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [51,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [52,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [53,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [54,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [55,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [56,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [57,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [58,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [59,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [60,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [61,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [62,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [523,0,0], thread: [63,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [514,0,0], thread: [96,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [514,0,0], thread: [97,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [514,0,0], thread: [98,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [514,0,0], thread: [99,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [514,0,0], thread: [100,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1290: indexSelectLargeIndex: block: [514,0,0], thread: [101,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
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terminate called after throwing an instance of 'c10::Error'
  what():  CUDA error: device-side assert triggered
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1.
Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.

Exception raised from c10_cuda_check_implementation at ../c10/cuda/CUDAException.cpp:44 (most recent call first):
frame #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x57 (0x7fbeba6c3d87 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::string const&) + 0x64 (0x7fbeba67475f in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #2: c10::cuda::c10_cuda_check_implementation(int, char const*, char const*, int, bool) + 0x118 (0x7fbeba7948a8 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libc10_cuda.so)
frame #3: <unknown function> + 0xfa5656 (0x7fbebb774656 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #4: <unknown function> + 0x543010 (0x7fbf04794010 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libtorch_python.so)
frame #5: <unknown function> + 0x649bf (0x7fbeba6a89bf in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #6: c10::TensorImpl::~TensorImpl() + 0x21b (0x7fbeba6a1c8b in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #7: c10::TensorImpl::~TensorImpl() + 0x9 (0x7fbeba6a1e39 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #8: <unknown function> + 0x80b718 (0x7fbf04a5c718 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libtorch_python.so)
frame #9: THPVariable_subclass_dealloc(_object*) + 0x2f6 (0x7fbf04a5ca96 in /pyenv/llmfoundry/lib/python3.11/site-packages/torch/lib/libtorch_python.so)
frame #10: /pyenv/llmfoundry/bin/python3() [0x5fa5bc]
frame #11: /pyenv/llmfoundry/bin/python3() [0x5da55b]
frame #12: /pyenv/llmfoundry/bin/python3() [0x70f545]
frame #13: _PyEval_EvalFrameDefault + 0x8d7a (0x596d2a in /pyenv/llmfoundry/bin/python3)
frame #14: /pyenv/llmfoundry/bin/python3() [0x6e03ff]
frame #15: PyEval_EvalCode + 0x97 (0x6e0687 in /pyenv/llmfoundry/bin/python3)
frame #16: /pyenv/llmfoundry/bin/python3() [0x6ba6a7]
frame #17: /pyenv/llmfoundry/bin/python3() [0x6ba730]
frame #18: /pyenv/llmfoundry/bin/python3() [0x6ba94b]
frame #19: _PyRun_SimpleFileObject + 0x194 (0x6baf14 in /pyenv/llmfoundry/bin/python3)
frame #20: _PyRun_AnyFileObject + 0x47 (0x6bafd7 in /pyenv/llmfoundry/bin/python3)
frame #21: Py_RunMain + 0x2bc (0x6b2d8c in /pyenv/llmfoundry/bin/python3)
frame #22: Py_BytesMain + 0x2d (0x6b2f3d in /pyenv/llmfoundry/bin/python3)
frame #23: __libc_start_main + 0xf3 (0x7fbf065da083 in /usr/lib/x86_64-linux-gnu/libc.so.6)
frame #24: _start + 0x2e (0x66935e in /pyenv/llmfoundry/bin/python3)

ERROR:composer.cli.launcher:Rank 0 crashed with exit code -6.
ERROR:composer.cli.launcher:Global rank 0 (PID 2323) exited with code -6
Waiting up to 30 seconds for all training processes to terminate. Press Ctrl-C to exit immediately.
Global rank 0 (PID 2323) exited with code -6
/usr/lib/python3.11/multiprocessing/resource_tracker.py:254: UserWarning: resource_tracker: There appear to be 12 leaked shared_memory objects to clean up at shutdown
  warnings.warn('resource_tracker: There appear to be %d '

Additional context

GPU Usage peaks for 1 minute to 100% and memory peaks to 40GiB but after that it fails to train.

commented

This occurs when your data has been tokenized with the wrong tokenizer for the model. You need to adjust the data prep step in the quickstart to use the correct tokenizer.

commented

This occurs when your data has been tokenized with the wrong tokenizer for the model. You need to adjust the data prep step in the quickstart to use the correct tokenizer.

Hi @dakinggg , I have preprocessed my data using the gpt2 tokenizer as shown in the following script:

python convert_dataset_hf.py \
  --dataset c4 \
  --data_subset en \
  --out_root /path/to/c4/stream-c4-gpt2 \
  --splits train val \
  --concat_tokens 2048 \
  --tokenizer gpt2 \
  --eos_text '<|endoftext|>' \
  --compression zstd

The MDS data works well for pretraining gpt2-small from scratch:

model:
  name: hf_causal_lm
  pretrained_model_name_or_path: gpt2
  config_overrides:
    # WARNING: if setting `pretrained: true`, `max_position_embeddings` must match the
    # `max_position_embeddings` used during pre-training
    n_positions: ${variables.max_seq_len}
  pretrained: false  # false: only use the architecture; true: initialize with pretrained weights

However, issues arise when I want to continual pretrain the openai-pretrained gpt2 model with the following configurations:

model:
  name: hf_causal_lm
  pretrained_model_name_or_path: gpt2
  # config_overrides:
  #   # WARNING: if setting `pretrained: true`, `max_position_embeddings` must match the
  #   # `max_position_embeddings` used during pre-training
  #   n_positions: ${variables.max_seq_len}
  pretrained: true  # false: only use the architecture; true: initialize with pretrained weights

The likely issue is that the token index exceeds the size of the embedding matrix in the pretrained model. Could you offer any insights on why this might be happening (since it seems that I'm using the 'right' tokenizer)?