Upload config.json
Browse files- config.json +70 -0
config.json
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{
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"model_type": "simclr-resnet18",
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"framework": {
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"training": "Lightly",
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"backend": "PyTorch Lightning"
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},
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"architecture": {
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"backbone": "resnet18",
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"backbone_feature_dim": 512,
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"projection_head": {
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"implementation": "lightly.models.modules.heads.SimCLRProjectionHead",
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"input_dim": 512,
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"hidden_dim": 512,
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"output_dim": 128
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}
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},
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"objective": {
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"loss": "NTXentLoss",
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"temperature": 0.1
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},
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"optimizer": {
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"name": "LARS",
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"momentum": 0.9,
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"weight_decay": 1e-06
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},
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"scheduler": {
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"name": "CosineWarmupScheduler",
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"interval": "step",
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"warmup_epochs": 10
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},
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"input": {
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"size": [
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224,
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224
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],
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"channels": 3
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},
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"paper": {
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"title": "Eccentricity-Constrained CNN Training Reveals Adaptive Information Coding Around the Visual Field",
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"authors": [
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"Dylan M. Diaz",
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"Margaret M. Henderson"
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],
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"year": 2026,
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"doi": "10.32470/0416gfsq",
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"arxiv": "2607.19316"
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},
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"notes": [
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"This configuration describes the reference-model training setup used in the associated study.",
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"The exact installed Lightly and PyTorch Lightning package versions were not stored in this configuration."
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],
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"repository": "DM-Diaz/SimCLR-ResNet18-ImageNet100",
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"checkpoint": "checkpoint_120-resnet18-simclr-imagenet100.ckpt",
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"training": {
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"dataset": {
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"huggingface_id": "clane9/imagenet-100",
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"num_classes": 100,
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"local_format": "ImageFolder-style train/val directories"
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},
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"epochs": 120,
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"batch_size": 64,
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"base_learning_rate": 0.3,
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"lr_scaling_rule": "base_learning_rate * batch_size / 256",
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"initial_learning_rate": 0.075,
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"distributed": false,
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"mixed_precision": "16-mixed",
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"knn_k": 20,
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"knn_temperature": 0.1
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}
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}
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