initial commit
Browse files- config.json +44 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +22 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +105 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "anger",
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"1": "contempt",
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"2": "disgust",
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"3": "fear",
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"4": "happy",
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"5": "neutral",
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"6": "sad",
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"7": "surprise"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"anger": "0",
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"contempt": "1",
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"disgust": "2",
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"fear": "3",
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"happy": "4",
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"neutral": "5",
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"sad": "6",
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"surprise": "7"
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.44.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b32fbdcb26859cf47e6ea7b10bff0558a9901edecc411773aba294da85ed7c3f
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size 343242432
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:690808fee9d7eba792214b3c1022d0825bb7494c0f66db97f7c7985d9069025b
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size 686606219
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessorFast",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:78e8435ae8c920caa0d57fec9edc0421965614c6ec6940211de3c5a3729f386e
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size 14645
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a0831807cfe3ccf0a632a824659c9e7bb8c5459ee8419abb6191bcc43df94a4
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size 1465
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trainer_state.json
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{
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"best_metric": 0.53125,
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"best_model_checkpoint": "C:\\Users\\stanl\\Documents\\Belajar AI Engineer\\Phase 1 - Core AI Foundation\\Project 0 - Visual Emotion Recognition\\model\\checkpoint-160",
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"epoch": 8.0,
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"eval_steps": 500,
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"global_step": 160,
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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": 1.0,
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"eval_accuracy": 0.19375,
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"eval_loss": 2.0662333965301514,
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"eval_runtime": 13.2579,
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"eval_samples_per_second": 12.068,
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"eval_steps_per_second": 1.509,
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"step": 20
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.26875,
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"eval_loss": 2.019904613494873,
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"eval_runtime": 13.0513,
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"eval_samples_per_second": 12.259,
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"eval_steps_per_second": 1.532,
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"step": 40
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.3125,
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"eval_loss": 1.9013290405273438,
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"step": 60
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{
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"epoch": 4.0,
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"eval_accuracy": 0.3625,
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{
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{
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{
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"epoch": 7.0,
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"eval_accuracy": 0.49375,
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"eval_loss": 1.3860729932785034,
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"step": 140
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},
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{
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"epoch": 8.0,
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"eval_accuracy": 0.53125,
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"step": 160
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}
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],
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"logging_steps": 1000,
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"max_steps": 200,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 10,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 3.967803229785293e+17,
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"train_batch_size": 8,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:453da15a202441a3c621c8beebe038ea7f52f1aa55c21c8b9970dcd06051fb9f
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size 5777
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