Model save

.ipynb_checkpoints/config-checkpoint.json

@@ -0,0 +1,107 @@
+{
+  "_name_or_path": "facebook/wav2vec2-xls-r-300m",
+  "activation_dropout": 0.1,
+  "adapter_kernel_size": 3,
+  "adapter_stride": 2,
+  "add_adapter": false,
+  "apply_spec_augment": true,
+  "architectures": [
+    "Wav2Vec2ForCTC"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "codevector_dim": 768,
+  "contrastive_logits_temperature": 0.1,
+  "conv_bias": true,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": false,
+  "diversity_loss_weight": 0.1,
+  "do_stable_layer_norm": true,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
+  "feat_quantizer_dropout": 0.0,
+  "final_dropout": 0.0,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 1024,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.0,
+  "mask_feature_length": 64,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.25,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.75,
+  "model_type": "wav2vec2",
+  "num_adapter_layers": 3,
+  "num_attention_heads": 16,
+  "num_codevector_groups": 2,
+  "num_codevectors_per_group": 320,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 24,
+  "num_negatives": 100,
+  "output_hidden_size": 1024,
+  "pad_token_id": 40,
+  "proj_codevector_dim": 768,
+  "tdnn_dilation": [
+    1,
+    2,
+    3,
+    1,
+    1
+  ],
+  "tdnn_dim": [
+    512,
+    512,
+    512,
+    512,
+    1500
+  ],
+  "tdnn_kernel": [
+    5,
+    3,
+    3,
+    1,
+    1
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.17.0.dev0",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 41,
+  "xvector_output_dim": 512
+}

.ipynb_checkpoints/run-checkpoint.sh

@@ -1,4 +1,4 @@
-WANDB_PROJECT=xls-r-300-fr
+export WANDB_PROJECT="xls-r-300-fr"
 python run_speech_recognition_ctc.py \
     --activation_dropout="0.1" \
     --dataset_name="mozilla-foundation/common_voice_7_0" \
@@ -23,7 +23,7 @@ python run_speech_recognition_ctc.py \
     --max_train_samples="1000" \
     --max_eval_samples="200" \
     --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
-    --num_train_epochs="0.2" \
+    --num_train_epochs="0.4" \
     --output_dir="./" \
     --overwrite_output_dir \
     --per_device_train_batch_size="8" \

.ipynb_checkpoints/vocab-checkpoint.json

@@ -0,0 +1 @@
+{"'": 1, "a": 2, "b": 3, "c": 4, "d": 5, "e": 6, "f": 7, "g": 8, "h": 9, "i": 10, "j": 11, "k": 12, "l": 13, "m": 14, "n": 15, "o": 16, "p": 17, "q": 18, "r": 19, "s": 20, "t": 21, "u": 22, "v": 23, "w": 24, "x": 25, "y": 26, "z": 27, "à": 28, "â": 29, "ç": 30, "è": 31, "é": 32, "ê": 33, "î": 34, "ï": 35, "ô": 36, "ù": 37, "û": 38, "|": 0, "[UNK]": 39, "[PAD]": 40}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b042f9e3e1a3adceae4bf7dbadeee3279b0dc94f7582075e5635e30c922536ed
+oid sha256:d1d7bd7ffd2ed6a01faf9f143c79eb1c4a1e163dd1a62f92c26af28850511bcd
 size 1262091761

run.sh

@@ -1,4 +1,4 @@
-WANDB_PROJECT=xls-r-300-fr
+export WANDB_PROJECT="xls-r-300-fr"
 python run_speech_recognition_ctc.py \
     --activation_dropout="0.1" \
     --dataset_name="mozilla-foundation/common_voice_7_0" \
@@ -23,7 +23,7 @@ python run_speech_recognition_ctc.py \
     --max_train_samples="1000" \
     --max_eval_samples="200" \
     --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
-    --num_train_epochs="0.2" \
+    --num_train_epochs="0.4" \
     --output_dir="./" \
     --overwrite_output_dir \
     --per_device_train_batch_size="8" \

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6e91b39976977c0a605521323547644a3699b13dbfd044f77607812c3c5cc2b4
+oid sha256:a4f6b5e530f353910710ef95150e349ddf6f70545b8095619803d7da46090983
 size 2991

wandb/debug-internal.log

@@ -1 +1 @@
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+run-20220130_230018-ktkg6ghu/logs/debug-internal.log

wandb/debug.log

@@ -1 +1 @@
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+run-20220130_230018-ktkg6ghu/logs/debug.log

wandb/latest-run

@@ -1 +1 @@
-run-20220130_224738-2uzt3kt1
+run-20220130_230018-ktkg6ghu

wandb/run-20220130_224738-2uzt3kt1/files/config.yaml

@@ -69,7 +69,13 @@ _wandb:
       - 1
       - 5
       - 11
+      2:
+      - 1
+      - 5
+      - 11
       3:
+      - 1
+      - 7
       - 13
       4: 3.8.8
       5: 0.12.9

wandb/run-20220130_224738-2uzt3kt1/files/output.log

@@ -57,3 +57,10 @@ Configuration saved in ./preprocessor_config.json
 01/30/2022 22:49:41 - WARNING - huggingface_hub.repository - To https://huggingface.co/Plim/xls-r-300m-fr
    77260d3..45cb5d4  main -> main
 To https://huggingface.co/Plim/xls-r-300m-fr
+   77260d3..45cb5d4  main -> main
+Dropping the following result as it does not have all the necessary fields:
+{}
+01/30/2022 22:49:47 - WARNING - huggingface_hub.repository - To https://huggingface.co/Plim/xls-r-300m-fr
+   45cb5d4..1fb68dc  main -> main
+To https://huggingface.co/Plim/xls-r-300m-fr
+   45cb5d4..1fb68dc  main -> main

wandb/run-20220130_224738-2uzt3kt1/files/wandb-summary.json

@@ -1 +1 @@
-{"train/train_runtime": 12.893, "train/train_samples_per_second": 15.512, "train/train_steps_per_second": 0.233, "train/total_flos": 2.67196543170048e+16, "train/train_loss": 12.496875762939453, "train/epoch": 0.19, "train/global_step": 3, "_runtime": 100, "_timestamp": 1643582958, "_step": 1, "eval/loss": 16.913198471069336, "eval/wer": 2.3629935179728934, "eval/runtime": 8.6705, "eval/samples_per_second": 23.067, "eval/steps_per_second": 2.883}
+{"train/train_runtime": 12.893, "train/train_samples_per_second": 15.512, "train/train_steps_per_second": 0.233, "train/total_flos": 2.67196543170048e+16, "train/train_loss": 12.496875762939453, "train/epoch": 0.19, "train/global_step": 3, "_runtime": 100, "_timestamp": 1643582958, "_step": 1, "eval/loss": 16.913198471069336, "eval/wer": 2.3629935179728934, "eval/runtime": 8.6705, "eval/samples_per_second": 23.067, "eval/steps_per_second": 2.883, "_wandb": {"runtime": 133}}

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wandb/run-20220130_224738-2uzt3kt1/logs/debug.log

@@ -22,3 +22,125 @@ config: {}
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 2022-01-30 22:47:40,212 INFO    MainThread:22602 [wandb_watch.py:watch():43] Watching
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wandb/run-20220130_230018-ktkg6ghu/files/config.yaml

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+wandb_version: 1
+
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+  value: facebook/wav2vec2-xls-r-300m
+_wandb:
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+  value: -1
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+  value: true
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wandb/run-20220130_230018-ktkg6ghu/files/output.log

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+Training completed. Do not forget to share your model on huggingface.co/models =)
+100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:20<00:00,  3.47s/it]
+Saving model checkpoint to ./
+Configuration saved in ./config.json
+Model weights saved in ./pytorch_model.bin
+Configuration saved in ./preprocessor_config.json
+Saving model checkpoint to ./
+Configuration saved in ./config.json
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