cmmp-resnet18-512 / config.json
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Initial release: best ResNet-18 CIMP model (crop 512, batch 512, Top-1 0.859)
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{
"h5_path": "/fsx/georgia_channing/microbed/CMMP-dataset/CMMP_dataset.h5",
"batch_size": 64,
"epochs": 1000,
"lr": 0.0001,
"embed_dim": 128,
"meta_dim": 7,
"save_dir": "runs/final/resnet_batch512",
"num_workers": 4,
"loss_fn": "clip",
"mre_sigma_temp": 1.0,
"mre_reduction": "trimmed_mean",
"snn_meta_sim": "cosine",
"snn_meta_tau": 0.1,
"image_encoder": "resnet18",
"crop_size": 512,
"meta_hidden_dim": 256,
"meta_num_layers": 3,
"grad_accum_steps": 1,
"atomagined": null,
"balance_sources": false
}