End of training

all_results.json

@@ -0,0 +1,14 @@
+{
+    "epoch": 0.38,
+    "eval_loss": 16.912879943847656,
+    "eval_runtime": 8.6337,
+    "eval_samples": 200,
+    "eval_samples_per_second": 23.165,
+    "eval_steps_per_second": 2.896,
+    "eval_wer": 2.3789039481437833,
+    "train_loss": 13.584136962890625,
+    "train_runtime": 23.2007,
+    "train_samples": 1000,
+    "train_samples_per_second": 17.241,
+    "train_steps_per_second": 0.259
+}

config.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
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+    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
+}

eval_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 0.38,
+    "eval_loss": 16.912879943847656,
+    "eval_runtime": 8.6337,
+    "eval_samples": 200,
+    "eval_samples_per_second": 23.165,
+    "eval_steps_per_second": 2.896,
+    "eval_wer": 2.3789039481437833
+}

preprocessor_config.json

@@ -0,0 +1,9 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0,
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d1d7bd7ffd2ed6a01faf9f143c79eb1c4a1e163dd1a62f92c26af28850511bcd
+size 1262091761

train_results.json

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+{
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+    "train_loss": 13.584136962890625,
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+    "train_samples": 1000,
+    "train_samples_per_second": 17.241,
+    "train_steps_per_second": 0.259
+}

trainer_state.json

@@ -0,0 +1,25 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 0.384,
+  "global_step": 6,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
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+      "step": 6,
+      "total_flos": 5.41371015650304e+16,
+      "train_loss": 13.584136962890625,
+      "train_runtime": 23.2007,
+      "train_samples_per_second": 17.241,
+      "train_steps_per_second": 0.259
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+  "max_steps": 6,
+  "num_train_epochs": 1,
+  "total_flos": 5.41371015650304e+16,
+  "trial_name": null,
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+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a4f6b5e530f353910710ef95150e349ddf6f70545b8095619803d7da46090983
+size 2991

wandb/run-20220130_230018-ktkg6ghu/files/output.log

@@ -23,3 +23,36 @@ Upload file training_args.bin: 100%|██████████████
 Upload file pytorch_model.bin: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████| 1.18G/1.18G [00:50<00:00, 25.0MB/s]
 Upload file training_args.bin: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████| 2.92k/2.92k [00:50<?, ?B/s]
 Dropping the following result as it does not have all the necessary fields:██████████████████████████████████████████████████████████████████| 2.92k/2.92k [00:50<?, ?B/s]
+{}
+01/30/2022 23:03:03 - WARNING - huggingface_hub.repository - To https://huggingface.co/Plim/xls-r-300m-fr
+   ab9abf3..565d898  main -> main
+To https://huggingface.co/Plim/xls-r-300m-fr
+   ab9abf3..565d898  main -> main
+***** train metrics *****
+  epoch                    =       0.38
+  train_loss               =    13.5841
+  train_runtime            = 0:00:23.20
+  train_samples            =       1000
+  train_samples_per_second =     17.241
+  train_steps_per_second   =      0.259
+01/30/2022 23:03:06 - INFO - __main__ - *** Evaluate ***
+The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
+***** Running Evaluation *****
+  Num examples = 200
+  Batch size = 8
+
+
+
+
+100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 25/25 [00:08<00:00,  2.79it/s]
+***** eval metrics *****
+  epoch                   =       0.38
+  eval_loss               =    16.9129
+  eval_runtime            = 0:00:08.63
+  eval_samples            =        200
+  eval_samples_per_second =     23.165
+  eval_steps_per_second   =      2.896
+100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 25/25 [00:08<00:00,  3.03it/s]
+Saving model checkpoint to ./
+Configuration saved in ./config.json
+Model weights saved in ./pytorch_model.bin

wandb/run-20220130_230018-ktkg6ghu/files/wandb-summary.json

@@ -1 +1 @@
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+{"train/train_runtime": 23.2007, "train/train_samples_per_second": 17.241, "train/train_steps_per_second": 0.259, "train/total_flos": 5.41371015650304e+16, "train/train_loss": 13.584136962890625, "train/epoch": 0.38, "train/global_step": 6, "_runtime": 176, "_timestamp": 1643583795, "_step": 1, "eval/loss": 16.912879943847656, "eval/wer": 2.3789039481437833, "eval/runtime": 8.6337, "eval/samples_per_second": 23.165, "eval/steps_per_second": 2.896}

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