Training in progress, epoch 4

logs/events.out.tfevents.1699911268.b18f42e49ba4.3021.25

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:63088544fb117d44e34a70675d861d46374fc395690ff58d044db04e43f32a62
-size 5254
+oid sha256:54b1f177f3cb3d25dfd04fd3e83ae8c2e08e783aa247f2e3951a3614088e735d
+size 6214

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:95ed964cbc4b24c807d4fa8f86bf536bf22efe5eb051fc5a90f0697a068ae445
+oid sha256:a6b21520346822035eb05ba85e2b02b007e9280415e6960664cb00f38a14cbed
 size 17549312

run-24/checkpoint-2108/config.json

@@ -0,0 +1,34 @@
+{
+  "_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 128,
+  "id2label": {
+    "0": "negative",
+    "1": "positive"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 512,
+  "label2id": {
+    "negative": "0",
+    "positive": "1"
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 2,
+  "num_hidden_layers": 2,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

run-24/checkpoint-2108/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6b21520346822035eb05ba85e2b02b007e9280415e6960664cb00f38a14cbed
+size 17549312

run-24/checkpoint-2108/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d160c5cd7446a5c759234043bb995be7099ac141a48fa9171aa7a838fb81f6f
+size 35123898

run-24/checkpoint-2108/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5380d7490ac96d7f61709bde5d4086c1114991ed50d41459765b29873c758add
+size 14308

run-24/checkpoint-2108/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a638d47ebda73259f7f05768ea93172e5582f7c7870c51a65954caaacc7c9e7
+size 1064

run-24/checkpoint-2108/special_tokens_map.json

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

run-24/checkpoint-2108/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-24/checkpoint-2108/trainer_state.json

@@ -0,0 +1,84 @@
+{
+  "best_metric": 0.8302752293577982,
+  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-24/checkpoint-1054",
+  "epoch": 4.0,
+  "eval_steps": 500,
+  "global_step": 2108,
+  "is_hyper_param_search": true,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "learning_rate": 9.264654582488016e-05,
+      "loss": 1.9014,
+      "step": 527
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.8107798165137615,
+      "eval_loss": 1.552759051322937,
+      "eval_runtime": 0.8371,
+      "eval_samples_per_second": 1041.732,
+      "eval_steps_per_second": 8.363,
+      "step": 527
+    },
+    {
+      "epoch": 2.0,
+      "learning_rate": 7.412426598811543e-05,
+      "loss": 0.9481,
+      "step": 1054
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.8302752293577982,
+      "eval_loss": 1.4989248514175415,
+      "eval_runtime": 0.8428,
+      "eval_samples_per_second": 1034.644,
+      "eval_steps_per_second": 8.306,
+      "step": 1054
+    },
+    {
+      "epoch": 3.0,
+      "learning_rate": 5.5601986151350695e-05,
+      "loss": 0.716,
+      "step": 1581
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.8256880733944955,
+      "eval_loss": 1.504542350769043,
+      "eval_runtime": 0.9321,
+      "eval_samples_per_second": 935.536,
+      "eval_steps_per_second": 7.51,
+      "step": 1581
+    },
+    {
+      "epoch": 4.0,
+      "learning_rate": 3.7079706314585956e-05,
+      "loss": 0.6102,
+      "step": 2108
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.8188073394495413,
+      "eval_loss": 1.5119519233703613,
+      "eval_runtime": 0.8521,
+      "eval_samples_per_second": 1023.392,
+      "eval_steps_per_second": 8.215,
+      "step": 2108
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 3162,
+  "num_train_epochs": 6,
+  "save_steps": 500,
+  "total_flos": 32320254802260.0,
+  "trial_name": null,
+  "trial_params": {
+    "alpha": 0.32712078965773406,
+    "learning_rate": 0.00011113367902058842,
+    "num_train_epochs": 6,
+    "temperature": 24
+  }
+}

run-24/checkpoint-2108/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71a8249c53933e918f28c304299ffcb113fd2a092e048e706c58ab31b2064ca9
+size 4600