PC

git_DDPM_uCT_GT_512.ipynb

@@ -9,6 +9,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "Updated Git hooks.\n",
       "Git LFS initialized.\n"
      ]
     }
@@ -25,7 +26,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "33d3307128c04f04806741ae5cc57a23",
+       "model_id": "48fd157679144a34917b81a181463de7",
        "version_major": 2,
        "version_minor": 0
       },
@@ -55,18 +56,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "warning: in the working copy of 'git_DDPM_uCT_GT_512.ipynb', LF will be replaced by CRLF the next time Git touches it\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "On branch main\n",
-      "Your branch is ahead of 'origin/main' by 1 commit.\n",
-      "  (use \"git push\" to publish your local commits)\n",
-      "\n",
-      "nothing to commit, working tree clean\n",
+      "[main 37832a0] PC\n",
+      " 41 files changed, 13 insertions(+), 19 deletions(-)\n",
       "Already up to date.\n"
      ]
     },
@@ -77,7 +82,7 @@
       "From https://huggingface.co/GeoStatistics/DDPM_uCT_GT_512\n",
       " * branch            HEAD       -> FETCH_HEAD\n",
       "To https://huggingface.co/GeoStatistics/DDPM_uCT_GT_512\n",
-      "   d9ed63a..b54b972  main -> main\n"
+      "   b54b972..37832a0  main -> main\n"
      ]
     }
    ],

model_index.json

@@ -0,0 +1,12 @@
+{
+  "_class_name": "DDPMPipeline",
+  "_diffusers_version": "0.25.1",
+  "scheduler": [
+    "diffusers",
+    "DDPMScheduler"
+  ],
+  "unet": [
+    "diffusers",
+    "UNet2DModel"
+  ]
+}

scheduler/scheduler_config.json

@@ -0,0 +1,19 @@
+{
+  "_class_name": "DDPMScheduler",
+  "_diffusers_version": "0.25.1",
+  "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": 100,
+  "prediction_type": "epsilon",
+  "rescale_betas_zero_snr": false,
+  "sample_max_value": 1.0,
+  "steps_offset": 0,
+  "thresholding": false,
+  "timestep_spacing": "leading",
+  "trained_betas": null,
+  "variance_type": "fixed_small"
+}

unet/config.json

@@ -0,0 +1,51 @@
+{
+  "_class_name": "UNet2DModel",
+  "_diffusers_version": "0.25.1",
+  "act_fn": "silu",
+  "add_attention": true,
+  "attention_head_dim": 8,
+  "attn_norm_num_groups": null,
+  "block_out_channels": [
+    128,
+    128,
+    256,
+    256,
+    512,
+    512
+  ],
+  "center_input_sample": false,
+  "class_embed_type": null,
+  "down_block_types": [
+    "DownBlock2D",
+    "DownBlock2D",
+    "DownBlock2D",
+    "DownBlock2D",
+    "AttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "downsample_type": "conv",
+  "dropout": 0.0,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 1,
+  "layers_per_block": 1,
+  "mid_block_scale_factor": 1,
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_class_embeds": null,
+  "num_train_timesteps": null,
+  "out_channels": 1,
+  "resnet_time_scale_shift": "default",
+  "sample_size": 512,
+  "time_embedding_type": "positional",
+  "up_block_types": [
+    "UpBlock2D",
+    "AttnUpBlock2D",
+    "UpBlock2D",
+    "UpBlock2D",
+    "UpBlock2D",
+    "UpBlock2D"
+  ],
+  "upsample_type": "conv"
+}