fayetitchenal
commited on
Commit
•
202b10d
1
Parent(s):
e6ae9a0
Training in progress, step 500, checkpoint
Browse files
checkpoint-500/config.json
ADDED
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{
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"_name_or_path": "nvidia/mit-b5",
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"architectures": [
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"SegformerForSemanticSegmentation"
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],
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"attention_probs_dropout_prob": 0.0,
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"classifier_dropout_prob": 0.1,
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"decoder_hidden_size": 768,
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"depths": [
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3,
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6,
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40,
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3
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],
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"downsampling_rates": [
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1,
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4,
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8,
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16
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],
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"drop_path_rate": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_sizes": [
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64,
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128,
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320,
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512
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],
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"id2label": {
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"0": "background",
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"1": "double_plant",
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"2": "drydown",
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"3": "endrow",
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"4": "nutrient_deficiency",
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"5": "planter_skip",
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"6": "water",
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"7": "waterway",
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"8": "weed_cluster"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"background": 0,
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"double_plant": 1,
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"drydown": 2,
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"endrow": 3,
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"nutrient_deficiency": 4,
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"planter_skip": 5,
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"water": 6,
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"waterway": 7,
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"weed_cluster": 8
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},
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"layer_norm_eps": 1e-06,
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"mlp_ratios": [
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4,
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4,
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4,
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4
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],
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"model_type": "segformer",
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"num_attention_heads": [
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1,
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2,
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5,
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8
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],
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"num_channels": 4,
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"num_encoder_blocks": 4,
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"patch_sizes": [
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7,
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3,
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3,
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3
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],
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"reshape_last_stage": true,
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"semantic_loss_ignore_index": 255,
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"sr_ratios": [
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8,
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4,
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2,
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1
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],
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"strides": [
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4,
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2,
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2,
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2
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],
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"torch_dtype": "float32",
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"transformers_version": "4.40.2"
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}
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checkpoint-500/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ff0eea6c1cc07664a4c9538ac0de5d17fe6cb1b17ff4fd8cdf2d5c3c459fdf70
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size 338562516
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checkpoint-500/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ccbec953ee7a40265ab7cdfa1324efecd42c37f874b555169f6fd5069b1540d9
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size 677518143
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checkpoint-500/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fcc2489f03f511ba5ce8943062cb38a3ed84fb8138474684a28cf59722314e9
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size 14575
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checkpoint-500/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9394b40358dc5185252cbb353c64c2116a46f256952593c353fc4f5a1fd4f7a5
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size 563
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checkpoint-500/trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 0.08333333333333333,
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"eval_steps": 500,
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"global_step": 500,
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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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"grad_norm": 10.64107608795166,
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"learning_rate": 2.4999999999999998e-06,
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"loss": 4.1627,
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"step": 500
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},
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{
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"epoch": 0.08333333333333333,
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"eval_accuracy_background": 0.014990974836900402,
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"eval_accuracy_double_plant": 0.09625850817128659,
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"eval_accuracy_drydown": 0.11748866381009407,
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"eval_accuracy_endrow": 0.019624906998737878,
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"eval_accuracy_nutrient_deficiency": 0.39043216558572647,
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"eval_accuracy_planter_skip": 0.03244089779472675,
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"eval_accuracy_water": 0.4902746667077927,
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"eval_accuracy_waterway": 0.37818186421979577,
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"eval_accuracy_weed_cluster": 0.5157577782392276,
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"eval_iou_background": 0.01485215844086368,
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"eval_iou_double_plant": 0.025830652956995166,
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"eval_iou_drydown": 0.09098524126821965,
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"eval_iou_endrow": 0.011190399377301194,
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"eval_iou_nutrient_deficiency": 0.16172838363740288,
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"eval_iou_planter_skip": 0.007145844854739052,
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"eval_iou_water": 0.052629358314533047,
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"eval_iou_waterway": 0.008009602169192399,
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"eval_iou_weed_cluster": 0.055193229922437775,
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"eval_loss": 3.9555599689483643,
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"step": 500
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}
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],
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"logging_steps": 500,
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"max_steps": 120000,
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"num_input_tokens_seen": 0,
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"trial_params": null
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}
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checkpoint-500/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a680a40140b6ca5fa47ac87d8120967d6766117ead261eaa84c073e1e9509b8
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size 4539
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