Training in progress, epoch 0, checkpoint
Browse files
checkpoint-21/config.json
ADDED
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{
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"_name_or_path": "arshsin/distilhubert-finetuned-gtzan",
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"activation_dropout": 0.1,
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"apply_spec_augment": false,
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"architectures": [
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"HubertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"do_stable_layer_norm": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.0,
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"feat_proj_layer_norm": false,
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"final_dropout": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "blues",
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"1": "classical",
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"2": "country",
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"3": "disco",
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"4": "hiphop",
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"5": "jazz",
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"6": "metal",
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"7": "pop",
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"8": "reggae",
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"9": "rock"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"blues": "0",
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"classical": "1",
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"country": "2",
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"disco": "3",
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"hiphop": "4",
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"jazz": "5",
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"metal": "6",
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"pop": "7",
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"reggae": "8",
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"rock": "9"
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"model_type": "hubert",
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"num_attention_heads": 12,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 2,
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 32
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}
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checkpoint-21/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9db07fa1c1aabd19da360893843080545363d7683265ee40d3dc9aea7344dea
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size 94771728
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checkpoint-21/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b39aa6530e6c6368d1827f4f1d50e4456c4e2353653ceda4b784ba39e9dae839
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size 189575930
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checkpoint-21/preprocessor_config.json
ADDED
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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checkpoint-21/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:e8867fa66193b759238949cc38795252f2df5266fc51b02106dbacdb8241fe78
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size 14244
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checkpoint-21/scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:11a94c85cc007033edde9745edacb796c3cec2c3fc65d074e2a0e61a4906523f
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size 1064
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checkpoint-21/trainer_state.json
ADDED
@@ -0,0 +1,52 @@
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{
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"best_metric": 0.84,
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"best_model_checkpoint": "distilhubert-finetuned-gtzan/checkpoint-21",
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"epoch": 0.98,
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"eval_steps": 500,
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"global_step": 21,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.23,
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"learning_rate": 9.523809523809525e-06,
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"loss": 0.0321,
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"step": 5
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},
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{
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"epoch": 0.47,
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"learning_rate": 1.904761904761905e-05,
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"loss": 0.0077,
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"step": 10
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},
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{
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"epoch": 0.7,
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"learning_rate": 2.8571428571428574e-05,
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"loss": 0.0345,
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"step": 15
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},
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{
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"epoch": 0.93,
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"learning_rate": 3.80952380952381e-05,
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"loss": 0.0009,
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"step": 20
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},
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{
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"epoch": 0.98,
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"eval_accuracy": 0.84,
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"eval_loss": 1.215333342552185,
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"eval_runtime": 71.621,
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"eval_samples_per_second": 1.396,
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"eval_steps_per_second": 0.237,
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"step": 21
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}
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],
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"logging_steps": 5,
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"max_steps": 210,
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"num_train_epochs": 10,
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"save_steps": 500,
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"total_flos": 6.133988274624e+16,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-21/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:993ac23386c550d4dd26922cb1cbafc1a8195ab1902207d39addd6b52e321d14
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size 4600
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