torch accuracy=91.28

config.json

@@ -0,0 +1,35 @@
+{
+  "_name_or_path": "textattack/bert-base-uncased-SST-2",
+  "architectures": [
+    "NNCFNetwork"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "finetuning_task": "sst2",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "negative",
+    "1": "positive"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "negative": 0,
+    "positive": 1
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

openvino_config.json

@@ -0,0 +1,49 @@
+{
+  "compression": {
+    "algorithm": "magnitude_sparsity",
+    "ignored_scopes": [
+      "{re}.*NNCFEmbedding.*",
+      "{re}.*LayerNorm.*"
+    ],
+    "params": {
+      "power": 3,
+      "schedule": "polynomial",
+      "sparsity_freeze_epoch": 9,
+      "sparsity_target": 0.8,
+      "sparsity_target_epoch": 8,
+      "steps_per_epoch": 1053,
+      "update_per_optimizer_step": false
+    },
+    "sparsity_init": 0.7
+  },
+  "input_info": [
+    {
+      "keyword": "input_ids",
+      "sample_size": [
+        64,
+        128
+      ],
+      "type": "long"
+    },
+    {
+      "keyword": "token_type_ids",
+      "sample_size": [
+        64,
+        128
+      ],
+      "type": "long"
+    },
+    {
+      "keyword": "attention_mask",
+      "sample_size": [
+        64,
+        128
+      ],
+      "type": "long"
+    }
+  ],
+  "log_dir": "/tmp/0205_2tx9_bertsst2attack_spar0.7to0.8prune0_per_epoch_cos7x4_lr5e-05_bs64_epo28",
+  "optimum_version": "1.6.3",
+  "save_onnx_model": false,
+  "transformers_version": "4.26.0"
+}

openvino_model.bin

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+size 437939356

pytorch_model.bin

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special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "name_or_path": "textattack/bert-base-uncased-SST-2",
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": "/home/yujiepan/.cache/huggingface/hub/models--textattack--bert-base-uncased-SST-2/snapshots/95f0f6f859b35c8ff0863ae3cd4e2dbc702c0ae2/special_tokens_map.json",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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