long | xlsr-irish Overview – Weights & Biases

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Cdpierse's group workspace

Group: long

2

1-1

of 1

Tags

Notes

Tags

ie-en

long

Author

State

Finished

Start time

March 27th, 2021 11:06:47 PM

Runtime

7h 33m 53s

Tracked hours

7h 31m 34s

Run path

wandb/xlsr-irish/2c0t3kmf

OS

Linux-4.15.0-132-generic-x86_64-with-debian-buster-sid

Python version

3.7.6

Git repository

git clone https://github.com/morganmcg1/xlsr_finetune.git

Git state

git checkout -b "ie-en_100e" d840efb654424d03ad037b9f43d16c4e164ea944

Command

xlsr_finetune/notebooks/_train_demo.ipynb

System Hardware

CPU count	56
GPU count	1
GPU type	Tesla V100S-PCIE-32GB

W&B CLI Version

0.10.23

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 153 keys
- _n_gpu:
  1
- _name_or_path:
  "facebook/wav2vec2-large-xlsr-53"
- activation_dropout:
  0
- adafactor:
  false
- adam_beta1:
  0.9
- adam_beta2:
  0.999
- adam_epsilon:
  0.00000001
- add_cross_attention:
  false
- apply_spec_augment:
  true
- ▶
  architectures:[] 1 item
  - 0:
    "Wav2Vec2Model"
- attention_dropout:
  0.1
- bad_words_ids:
  null
- bos_token_id:
  1
- chunk_size_feed_forward:
  0
- conv_bias:
  true
- ▶
  conv_dim:[] 7 items
- ▶
  conv_kernel:[] 7 items
- ▶
  conv_stride:[] 7 items
- ctc_loss_reduction:
  "mean"
- ctc_zero_infinity:
  true
- dataloader_drop_last:
  false
- dataloader_num_workers:
  16
- dataloader_pin_memory:
  true
- ddp_find_unused_parameters:
  "None"
- debug:
  false
- decoder_start_token_id:
  null
- deepspeed:
  "None"
- disable_tqdm:
  false
- diversity_penalty:
  0
- do_eval:
  "None"
- do_predict:
  false
- do_sample:
  false
- do_stable_layer_norm:
  true
- do_train:
  false
- early_stopping:
  false
- encoder_no_repeat_ngram_size:
  0
- eos_token_id:
  2
- eval_accumulation_steps:
  "None"
- eval_batch_size:
  16
- eval_steps:
  32
- evaluation_strategy:
  "steps"
- feat_extract_activation:
  "gelu"
- feat_extract_dropout:
  0
- feat_extract_norm:
  "layer"
- feat_proj_dropout:
  0
- final_dropout:
  0
- vocab_size:
  35
- warmup_ratio:
  0
- warmup_steps:
  96
- weight_decay:
  0

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 13 keys
- eval/loss:
  1.5662262439727783
- eval/runtime:
  21.1294
- eval/samples_per_second:
  23.948
- eval/wer:
  0.5905765291191103
- ▶
  graph_0:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_0_summary_e4e42112.graph.json"
  - sha256:
    "e4e421124c997b05745161563e7aaedfef2a715c99b3a49972d630e1c3c51707"
  - size:
    53,743
- test/wer_true:
  75.95084844938562
- train/epoch:
  100
- train/global_step:
  13,100
- train/learning_rate:
  0.00000009227929867733
- train/loss:
  0.0177
- train/total_flos:
  65,331,926,558,210,834,432
- train/train_runtime:
  26,828.0935
- train/train_samples_per_second:
  0.488

This run produced these artifacts as outputs. Total: 2. Learn more

model-2c0t3kmf:v0

run-2c0t3kmf-history:v0

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