Epoch 49, run ID 129647e2-7d87-4c15-9e00-6d380bcae294

.gitattributes

@@ -692,3 +692,4 @@ models/conditional/plankton_base_model/run_9865840c-3472-4550-ac5c-76b8747c8bd5/
 models/conditional/plankton_base_model/run_35a7b806-1229-4c59-b428-1149d2eda77b/generated_samples/0950.png filter=lfs diff=lfs merge=lfs -text
 models/conditional/plankton_base_model/run_9865840c-3472-4550-ac5c-76b8747c8bd5/generated_samples/0100.png filter=lfs diff=lfs merge=lfs -text
 models/conditional/plankton_base_model/run_35a7b806-1229-4c59-b428-1149d2eda77b/generated_samples/1000.png filter=lfs diff=lfs merge=lfs -text
+models/conditional/plankton_base_model/run_129647e2-7d87-4c15-9e00-6d380bcae294/generated_samples/0050.png filter=lfs diff=lfs merge=lfs -text

models/conditional/plankton_base_model/run_129647e2-7d87-4c15-9e00-6d380bcae294/model_index.json

@@ -0,0 +1,12 @@
+{
+  "_class_name": "DDPMConditionalPipeline",
+  "_diffusers_version": "0.32.2",
+  "architecture": [
+    "models.conditional.plankton_base_model.plankton_base_model",
+    "PlanktonBaseArchitecture"
+  ],
+  "scheduler": [
+    "diffusers",
+    "DDIMScheduler"
+  ]
+}

models/conditional/plankton_base_model/run_129647e2-7d87-4c15-9e00-6d380bcae294/run_config.json

@@ -0,0 +1,31 @@
+{
+    "name": "plankton_base_model_new_embedding",
+    "type": "conditional",
+    "image_size": 128,
+    "num_channels": 1,
+    "train_batch_size": 64,
+    "eval_batch_size": 256,
+    "num_epochs": 3000,
+    "FID": 25,
+    "num_train_timesteps": 1000,
+    "num_inference_steps": 100,
+    "gradient_accumulation_steps": 1,
+    "learning_rate": 0.0001,
+    "learning_rate_warmup_steps": 20000,
+    "save_image_epochs": 50,
+    "save_model_epochs": 50,
+    "model_output_dir": "/models/conditional/plankton_base_model/",
+    "hub_model_id": "aleixnieto/plankton",
+    "mixed_precision": "fp16",
+    "overwrite_output_dir": true,
+    "model_push_to_hub": true,
+    "log_to_wandb": true,
+    "seed": 0,
+    "hub_private_repository": null,
+    "wandb_project": "plankton",
+    "num_images_generated_for_fid": 10240,
+    "save_fid_generated_images": true,
+    "class_emb_size": 16,
+    "num_classes": 70,
+    "class_emb_model": null
+}

models/conditional/plankton_base_model/run_129647e2-7d87-4c15-9e00-6d380bcae294/scheduler/scheduler_config.json

@@ -0,0 +1,19 @@
+{
+  "_class_name": "DDIMScheduler",
+  "_diffusers_version": "0.32.2",
+  "beta_end": 0.02,
+  "beta_schedule": "linear",
+  "beta_start": 0.0001,
+  "clip_sample": true,
+  "clip_sample_range": 1.0,
+  "dynamic_thresholding_ratio": 0.995,
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "rescale_betas_zero_snr": false,
+  "sample_max_value": 1.0,
+  "set_alpha_to_one": true,
+  "steps_offset": 0,
+  "thresholding": false,
+  "timestep_spacing": "leading",
+  "trained_betas": null
+}

models/conditional/plankton_base_model/run_129647e2-7d87-4c15-9e00-6d380bcae294/unet/config.json

@@ -0,0 +1,52 @@
+{
+  "_class_name": "UNet2DModel",
+  "_diffusers_version": "0.32.2",
+  "act_fn": "silu",
+  "add_attention": true,
+  "attention_head_dim": 8,
+  "attn_norm_num_groups": null,
+  "block_out_channels": [
+    64,
+    128,
+    256,
+    256,
+    512,
+    512
+  ],
+  "center_input_sample": false,
+  "class_embed_type": null,
+  "down_block_types": [
+    "DownBlock2D",
+    "AttnDownBlock2D",
+    "DownBlock2D",
+    "DownBlock2D",
+    "AttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "downsample_type": "conv",
+  "dropout": 0.0,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 17,
+  "layers_per_block": 1,
+  "mid_block_scale_factor": 1,
+  "norm_eps": 1e-05,
+  "norm_num_groups": 16,
+  "num_class_embeds": null,
+  "num_train_timesteps": null,
+  "out_channels": 1,
+  "resnet_time_scale_shift": "default",
+  "sample_size": 128,
+  "time_embedding_dim": null,
+  "time_embedding_type": "positional",
+  "up_block_types": [
+    "UpBlock2D",
+    "AttnUpBlock2D",
+    "UpBlock2D",
+    "UpBlock2D",
+    "AttnUpBlock2D",
+    "UpBlock2D"
+  ],
+  "upsample_type": "conv"
+}

models/conditional/plankton_base_model/run_129647e2-7d87-4c15-9e00-6d380bcae294/unet/diffusion_pytorch_model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a5044939df00491df41cc4c4a03edb04e4494cc13ab4fbf354bf009a834b6c
+size 297953436