Messis | W&B Run best-model-messis-0 (https://wandb.ai/crop-classification/messis/runs/z5nrj5mx)
Browse files- config.json +6 -10
- model.safetensors +2 -2
config.json
CHANGED
@@ -1,6 +1,6 @@
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{
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"hparams": {
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-
"accumulate_grad_batches":
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"backbone_weights_path": "./prithvi/models/Prithvi_100M.pt",
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"bands": [
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0,
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@@ -10,7 +10,7 @@
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4,
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5
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],
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"batch_size":
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"bottleneck_reduction_factor": 4,
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"data_augmentation": {
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"enabled": true,
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@@ -21,9 +21,9 @@
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"dropout_p": 0.1,
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"early_stopping_metric": "val_f1_tier3_majority",
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"early_stopping_mode": "max",
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"early_stopping_patience":
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"experiment_group": "best-model",
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"experiment_name": "best-model-messis
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"freeze_backbone": false,
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"heads_spec": {
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"tier1": {
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@@ -70,16 +70,12 @@
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"loss_ignore_background": true,
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"lr": 0.0001,
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"max_epochs": 400,
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"name": "messis
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"num_frames": 9,
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"optimizer": "Adam",
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"optimizer_momentum": null,
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"optimizer_weight_decay": null,
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"patch_size": 16,
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"subsets": {
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"train": 4,
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"val": 2
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},
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"test_folds": [
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5
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],
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@@ -89,7 +85,7 @@
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3,
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4
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],
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"use_bottleneck_neck":
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"val_folds": [
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0
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]
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{
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"hparams": {
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+
"accumulate_grad_batches": 2,
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"backbone_weights_path": "./prithvi/models/Prithvi_100M.pt",
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"bands": [
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0,
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4,
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5
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],
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"batch_size": 8,
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"bottleneck_reduction_factor": 4,
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"data_augmentation": {
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"enabled": true,
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"dropout_p": 0.1,
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"early_stopping_metric": "val_f1_tier3_majority",
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"early_stopping_mode": "max",
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+
"early_stopping_patience": 10,
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"experiment_group": "best-model",
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"experiment_name": "best-model-messis",
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"freeze_backbone": false,
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"heads_spec": {
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"tier1": {
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"loss_ignore_background": true,
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"lr": 0.0001,
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"max_epochs": 400,
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"name": "messis",
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"num_frames": 9,
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"optimizer": "Adam",
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"optimizer_momentum": null,
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"optimizer_weight_decay": null,
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"patch_size": 16,
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"test_folds": [
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5
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],
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3,
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4
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],
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"use_bottleneck_neck": false,
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"val_folds": [
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0
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]
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model.safetensors
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:69d173b5bc6d0f38ad5bc7b34d8580c4955b878fddbaac25ca2558dd2d4626f1
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+
size 1404514428
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