gpt2_pp1d | kastan Workspace – Weights & Biases

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Group: gpt2_pp1d

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Notes

Author

State

Finished

Start time

June 22nd, 2022 4:34:24 PM

Runtime

10m 39s

Tracked hours

10m 36s

Run path

kastan/col_ai/rj89k5jc

OS

Linux-4.18.0-348.23.1.el8_5.x86_64-x86_64-with-glibc2.10

Python version

3.8.2

Git repository

git clone https://github.com/hpcaitech/ColossalAI-Examples.git

Git state

git checkout -b "gpt2_pp1d" 0837bc67d4d7032c6c29f18339aef6dff6c7b861

Command

train_gpt.py --config gpt2_configs/gpt2_pp1d.py --from_torch

System Hardware

CPU count	128
GPU count	4
GPU type	NVIDIA A100-SXM4-80GB

W&B CLI Version

0.12.18

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 25 keys
- backend:
  "nccl"
- BATCH_SIZE:
  8
- colossal_config_file:
  "gpt2_configs/gpt2_pp1d.py"
- config:
  "gpt2_configs/gpt2_pp1d.py"
- data_dir:
  "/u/kastan/colossal/data/train_data_FINAL.json"
- ▶
  fp16:{} 1 key
  - mode:
    "AMP_TYPE.NAIVE"
- from_torch:
  true
- gpt2_small:
  "titans.model.gpt.gpt.gpt2_small"
- HIDDEN_SIZE:
  768
- host:
  null
- local_rank:
  null
- ▶
  loss_fn:{} 1 key
  - type:
    "titans.loss.vocab_cross_entropy.vocab_cross_entropy.vocab_parallel_cross_entropy"
- MODE:
  "1d"
- ▶
  model:{} 3 keys
  - checkpoint:
    true
  - dtype:
    "torch.float16"
  - type:
    "titans.model.gpt.gpt.gpt2_small"
- NUM_EPOCHS:
  60
- NUM_MICRO_BATCHES:
  4
- ▶
  optimizer:{} 3 keys
  - lr:
    0.00015
  - type:
    "torch.optim.adam.Adam"
  - weight_decay:
    0.01
- ▶
  parallel:{} 2 keys
  - pipeline:
    2
  - ▶
    tensor:{} 2 keys
    - mode:
      "1d"
    - size:
      2
- PIPELINE:
  2
- port:
  null
- rank:
  null
- SEQ_LEN:
  1,024
- TENSOR_PARALLEL:
  2
- ▶
  TENSOR_SHAPE:[] 3 items
  - 0:
    2
  - 1:
    1,024
  - 2:
    768
- world_size:
  null

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 4 keys
- after_train:
  "Goodbye, we finished training"
- hello_message:
  "Hi, we got started"
- loss:
  null
- per_step_metrics.lr:
  0.000025

This run produced these artifacts as outputs. Total: 1. Learn more

run-rj89k5jc-history:v0

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