Training in progress, epoch 3

logs/events.out.tfevents.1702280530.joseph_legion.22340.19

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e328580cf9ac4cf197d5752a3e2047c06ba4fb98e0c1ebbe13707c95008a0276
-size 5406
+oid sha256:c9bbe0e2e2ad5b85cc927afc71430a88332f4d7f33bafce78a94a43802d7192e
+size 5886

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9e9865bc2848df7367d50640ab33a179346e6ec7201ad6f784988134380098d3
+oid sha256:506e0dac700b8786a91c24aff87ce48c3762988c52469be8e84173e1077aa774
 size 44692608

run-6/checkpoint-591/config.json

@@ -0,0 +1,34 @@
+{
+  "_name_or_path": "google/bert_uncased_L-4_H-256_A-4",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 256,
+  "id2label": {
+    "0": 0,
+    "1": 1
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 1024,
+  "label2id": {
+    "0": 0,
+    "1": 1
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 4,
+  "num_hidden_layers": 4,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.0.dev0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

run-6/checkpoint-591/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:506e0dac700b8786a91c24aff87ce48c3762988c52469be8e84173e1077aa774
+size 44692608

run-6/checkpoint-591/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:198f0f7e954367d273fe3a9e91f1635229c18560f2199ffaa3957421deca2979
+size 89430010

run-6/checkpoint-591/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70141f0acfe75a3d2817bbed9f14bb13efceb08fee84dae3818267566941c957
+size 14308

run-6/checkpoint-591/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b32671d771d2d2d2760c4a5c239a87a3aa2fc50c4e4199fbddafa9a72a1c14d4
+size 1064

run-6/checkpoint-591/special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

run-6/checkpoint-591/tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

run-6/checkpoint-591/trainer_state.json

@@ -0,0 +1,70 @@
+{
+  "best_metric": 0.7848804891606448,
+  "best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-6\\checkpoint-591",
+  "epoch": 3.0,
+  "eval_steps": 500,
+  "global_step": 591,
+  "is_hyper_param_search": true,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "learning_rate": 1.0611700032566007e-05,
+      "loss": 0.1259,
+      "step": 197
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.7536131183991106,
+      "eval_loss": 0.12161022424697876,
+      "eval_runtime": 125.6824,
+      "eval_samples_per_second": 57.255,
+      "eval_steps_per_second": 0.454,
+      "step": 197
+    },
+    {
+      "epoch": 2.0,
+      "learning_rate": 9.095742885056578e-06,
+      "loss": 0.1236,
+      "step": 394
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.7745969983324069,
+      "eval_loss": 0.12096704542636871,
+      "eval_runtime": 125.4944,
+      "eval_samples_per_second": 57.341,
+      "eval_steps_per_second": 0.454,
+      "step": 394
+    },
+    {
+      "epoch": 3.0,
+      "learning_rate": 7.579785737547148e-06,
+      "loss": 0.1229,
+      "step": 591
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.7848804891606448,
+      "eval_loss": 0.12066732347011566,
+      "eval_runtime": 125.5947,
+      "eval_samples_per_second": 57.295,
+      "eval_steps_per_second": 0.454,
+      "step": 591
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 1576,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 8,
+  "save_steps": 500,
+  "total_flos": 133009215775884.0,
+  "trial_name": null,
+  "trial_params": {
+    "alpha": 0.18717092492624732,
+    "learning_rate": 1.2127657180075437e-05,
+    "num_train_epochs": 8,
+    "temperature": 5
+  }
+}

run-6/checkpoint-591/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40dcaec467c321bbd4ff99afc7a2ae4bf90159a9a099a7339cfff83b49ccfbc6
+size 4792