Upload folder using huggingface_hub

README.md

@@ -0,0 +1,42 @@
+
+---
+tags:
+- autotrain
+- image-classification
+widget:
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
+  example_title: Tiger
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
+  example_title: Teapot
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
+  example_title: Palace
+datasets:
+- JungleWong/autotrain-data-wong_autotrain
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Image Classification
+
+## Validation Metricsg
+loss: 3.847293969571684e+27
+
+f1_macro: 0.16666666666666666
+
+f1_micro: 0.3333333333333333
+
+f1_weighted: 0.16666666666666666
+
+precision_macro: 0.1111111111111111
+
+precision_micro: 0.3333333333333333
+
+precision_weighted: 0.1111111111111111
+
+recall_macro: 0.3333333333333333
+
+recall_micro: 0.3333333333333333
+
+recall_weighted: 0.3333333333333333
+
+accuracy: 0.3333333333333333

checkpoint-2/config.json

@@ -0,0 +1,76 @@
+{
+  "_name_or_path": "microsoft/beit-base-patch16-224",
+  "_num_labels": 3,
+  "add_fpn": false,
+  "architectures": [
+    "BeitForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "auxiliary_channels": 256,
+  "auxiliary_concat_input": false,
+  "auxiliary_loss_weight": 0.4,
+  "auxiliary_num_convs": 1,
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "11covered_with_a_quilt_and_only_the_head_exposed",
+    "1": "12covered_with_a_quilt_and_exposed_other_parts_of_the_body",
+    "2": "13has_nothing_to_do_with_11_and_12_above"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "11covered_with_a_quilt_and_only_the_head_exposed": 0,
+    "12covered_with_a_quilt_and_exposed_other_parts_of_the_body": 1,
+    "13has_nothing_to_do_with_11_and_12_above": 2
+  },
+  "layer_norm_eps": 1e-12,
+  "layer_scale_init_value": 0.1,
+  "model_type": "beit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "out_features": [
+    "stage12"
+  ],
+  "out_indices": [
+    12
+  ],
+  "patch_size": 16,
+  "pool_scales": [
+    1,
+    2,
+    3,
+    6
+  ],
+  "problem_type": "single_label_classification",
+  "reshape_hidden_states": true,
+  "semantic_loss_ignore_index": 255,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1",
+  "use_absolute_position_embeddings": false,
+  "use_auxiliary_head": true,
+  "use_mask_token": false,
+  "use_mean_pooling": true,
+  "use_relative_position_bias": true,
+  "use_shared_relative_position_bias": false,
+  "vocab_size": 8192
+}

checkpoint-2/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7974e80d2b059416a7f83d536890e4d75891ac08bda25e0a305fee43f1e24d14
+size 343083404

checkpoint-2/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fed9d0158fd746161c2d01560f95482976c28d9a6a3b7118c9156814ef446290
+size 686294522

checkpoint-2/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b341b4c561c6b9c6508b051fa13d4a52bb4b80d7a6a844777fd808f8d9545fad
+size 13990

checkpoint-2/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba5dddc2fa8a733dff0131eb90eb56cf18e8438866994f03c63083a2de07cfee
+size 1064

checkpoint-2/trainer_state.json

@@ -0,0 +1,51 @@
+{
+  "best_metric": 3.847293969571684e+27,
+  "best_model_checkpoint": "/tmp/model/checkpoint-2",
+  "epoch": 1.0,
+  "eval_steps": 500,
+  "global_step": 2,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.5,
+      "learning_rate": 5e-05,
+      "loss": 4.5068376765914746e+27,
+      "step": 1
+    },
+    {
+      "epoch": 1.0,
+      "learning_rate": 4e-05,
+      "loss": 1.0699384279415926e+28,
+      "step": 2
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.3333333333333333,
+      "eval_f1_macro": 0.16666666666666666,
+      "eval_f1_micro": 0.3333333333333333,
+      "eval_f1_weighted": 0.16666666666666666,
+      "eval_loss": 3.847293969571684e+27,
+      "eval_precision_macro": 0.1111111111111111,
+      "eval_precision_micro": 0.3333333333333333,
+      "eval_precision_weighted": 0.1111111111111111,
+      "eval_recall_macro": 0.3333333333333333,
+      "eval_recall_micro": 0.3333333333333333,
+      "eval_recall_weighted": 0.3333333333333333,
+      "eval_runtime": 0.9046,
+      "eval_samples_per_second": 3.316,
+      "eval_steps_per_second": 1.105,
+      "step": 2
+    }
+  ],
+  "logging_steps": 1,
+  "max_steps": 6,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 3,
+  "save_steps": 500,
+  "total_flos": 852055194912768.0,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43d21503e003dec3ea09e992ecf44d4c8ec7610bf971aa513611abe1d19ad6ea
+size 4728

config.json

@@ -0,0 +1,76 @@
+{
+  "_name_or_path": "microsoft/beit-base-patch16-224",
+  "_num_labels": 3,
+  "add_fpn": false,
+  "architectures": [
+    "BeitForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "auxiliary_channels": 256,
+  "auxiliary_concat_input": false,
+  "auxiliary_loss_weight": 0.4,
+  "auxiliary_num_convs": 1,
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "11covered_with_a_quilt_and_only_the_head_exposed",
+    "1": "12covered_with_a_quilt_and_exposed_other_parts_of_the_body",
+    "2": "13has_nothing_to_do_with_11_and_12_above"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "11covered_with_a_quilt_and_only_the_head_exposed": 0,
+    "12covered_with_a_quilt_and_exposed_other_parts_of_the_body": 1,
+    "13has_nothing_to_do_with_11_and_12_above": 2
+  },
+  "layer_norm_eps": 1e-12,
+  "layer_scale_init_value": 0.1,
+  "model_type": "beit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "out_features": [
+    "stage12"
+  ],
+  "out_indices": [
+    12
+  ],
+  "patch_size": 16,
+  "pool_scales": [
+    1,
+    2,
+    3,
+    6
+  ],
+  "problem_type": "single_label_classification",
+  "reshape_hidden_states": true,
+  "semantic_loss_ignore_index": 255,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1",
+  "use_absolute_position_embeddings": false,
+  "use_auxiliary_head": true,
+  "use_mask_token": false,
+  "use_mean_pooling": true,
+  "use_relative_position_bias": true,
+  "use_shared_relative_position_bias": false,
+  "vocab_size": 8192
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7974e80d2b059416a7f83d536890e4d75891ac08bda25e0a305fee43f1e24d14
+size 343083404

preprocessor_config.json

@@ -0,0 +1,28 @@
+{
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": false,
+  "do_normalize": true,
+  "do_reduce_labels": false,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "BeitImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43d21503e003dec3ea09e992ecf44d4c8ec7610bf971aa513611abe1d19ad6ea
+size 4728

training_params.json

@@ -0,0 +1,29 @@
+{
+    "data_path": "JungleWong/autotrain-data-wong_autotrain",
+    "model": "microsoft/beit-base-patch16-224",
+    "username": "JungleWong",
+    "lr": 5e-05,
+    "epochs": 3,
+    "batch_size": 8,
+    "warmup_ratio": 0.1,
+    "gradient_accumulation": 1,
+    "optimizer": "adamw_torch",
+    "scheduler": "linear",
+    "weight_decay": 0.0,
+    "max_grad_norm": 1.0,
+    "seed": 42,
+    "train_split": "train",
+    "valid_split": "validation",
+    "logging_steps": -1,
+    "project_name": "/tmp/model",
+    "auto_find_batch_size": false,
+    "mixed_precision": "no",
+    "save_total_limit": 1,
+    "save_strategy": "epoch",
+    "push_to_hub": true,
+    "repo_id": "JungleWong/wong_autotrain",
+    "evaluation_strategy": "epoch",
+    "image_column": "autotrain_image",
+    "target_column": "autotrain_label",
+    "log": "none"
+}