Training in progress, step 2250, checkpoint
Browse files
checkpoint-2250/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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],
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"downsampling_rates": [
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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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1
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],
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"strides": [
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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-2250/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:13be523c751d92145168df3e98fff6700cedca57009100710b6d3fa8d3dc1e91
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size 338562516
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checkpoint-2250/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a09a1b67607944945b72918db66bcb2cee6400655740e6f14324cda427c1be4
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size 677518143
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checkpoint-2250/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:84cc0bfa7e360e5546ece33084df378f335618c341ffc1c0a9f95c02214e3d9f
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size 14575
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checkpoint-2250/scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf1f7c7a656f5b4f50161665e99cd34b3d679de6b3c33b5ebfc9d9028d33dc83
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size 563
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checkpoint-2250/trainer_state.json
ADDED
@@ -0,0 +1,64 @@
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 1.3266509433962264,
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"eval_steps": 2250,
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"global_step": 2250,
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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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"learning_rate": 2.9481132075471702e-05,
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"loss": 2.8435,
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"step": 1000
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},
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{
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"step": 2000
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{
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"epoch": 1.3266509433962264,
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"eval_accuracy_background": 0.6658729859800179,
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"eval_accuracy_double_plant": 0.44796971861142204,
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"eval_accuracy_drydown": 0.838452272819733,
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"eval_accuracy_endrow": 0.6564099936974693,
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"eval_accuracy_nutrient_deficiency": 0.5255760511997533,
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"eval_accuracy_planter_skip": 0.7062276764551357,
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"eval_accuracy_water": 0.9873387227342924,
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"eval_accuracy_waterway": 0.5770296385642565,
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"eval_accuracy_weed_cluster": 0.4428120632960455,
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"eval_iou_background": 0.5904190410028399,
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"eval_iou_double_plant": 0.21713659970128166,
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"eval_iou_drydown": 0.5191145408680865,
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"eval_iou_endrow": 0.146705809299966,
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"eval_iou_nutrient_deficiency": 0.3433700256479391,
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"eval_iou_planter_skip": 0.19867844175237825,
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"eval_iou_water": 0.3151796347651091,
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"eval_iou_waterway": 0.17710299517028666,
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"eval_iou_weed_cluster": 0.2871479144864637,
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"eval_loss": 1.6307891607284546,
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}
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}
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checkpoint-2250/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:5f718e0633b4eda2deeb786176aa261e6cae5f387b8ef2e8fb286f958ed2885d
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size 4539
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