apply formatter

Author: shunk031

notebooks/1-2_text-to-image-generation.ipynb

@@ -190,7 +190,7 @@
     "# pipe の引数である generator に上記の乱数生成器を渡して画像を生成\n",
     "output = pipe(prompt=text, generator=generator)\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -234,7 +234,7 @@
     "    prompt=text, generator=generator, num_inference_steps=15\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -336,7 +336,7 @@
     "    prompt=text, generator=torch.manual_seed(seed)\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -381,7 +381,7 @@
     "    prompt=text, generator=torch.manual_seed(seed)\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -426,7 +426,7 @@
     "    prompt=text, generator=torch.manual_seed(seed)\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -533,7 +533,7 @@
     "generator = torch.manual_seed(seed)\n",
     "output = pipe(prompt=text, generator=generator)\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -577,7 +577,7 @@
     "    prompt=text, generator=torch.manual_seed(seed)\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -621,7 +621,7 @@
     "    prompt=text, generator=torch.manual_seed(seed)\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {
@@ -665,7 +665,7 @@
     "    prompt=text, generator=torch.manual_seed(seed)\n",
     ")\n",
     "image = output.images[0]\n",
-    "image # 画像を表示"
+    "image  # 画像を表示"
    ]
   },
   {

notebooks/2-2_pytorch.ipynb

@@ -392,7 +392,7 @@
     "    test_loss /= num_batches\n",
     "    correct /= size\n",
     "    print(\n",
-    "        f\"Test Error: \\n Accuracy: {(100*correct):>0.1f}%, \"\n",
+    "        f\"Test Error: \\n Accuracy: {(100 * correct):>0.1f}%, \"\n",
     "        f\"Avg loss: {test_loss:>8f} \\n\"\n",
     "    )"
    ]
@@ -498,7 +498,7 @@
     "epochs = 5\n",
     "\n",
     "for t in range(epochs):\n",
-    "    print(f\"Epoch {t+1}\\n-------------------------------\")\n",
+    "    print(f\"Epoch {t + 1}\\n-------------------------------\")\n",
     "    train(train_dataloader, model, loss_fn, optimizer)\n",
     "    test(test_dataloader, model, loss_fn)\n",
     "print(\"Done!\")"

notebooks/3-2-2_ddim.ipynb

@@ -62,7 +62,6 @@
     }
    ],
    "source": [
-    "\n",
     "from py_img_gen.trainers import TrainDDPMConfig\n",
     "\n",
     "train_config = TrainDDPMConfig(\n",

notebooks/4-3_stable-diffusion_components.ipynb

@@ -414,9 +414,7 @@
     "    # Classifier-free guidance を適用します\n",
     "    # - 計算されたノイズ残差に対して、無条件/条件付き埋め込みに分割\n",
     "    # - 分割されたそれぞれを用いて classifier-free guidance を計算\n",
-    "    noise_pred_uncond, noise_pred_text = noise_pred.chunk(\n",
-    "        2\n",
-    "    )\n",
+    "    noise_pred_uncond, noise_pred_text = noise_pred.chunk(2)\n",
     "    noise_pred = noise_pred_uncond + guidance_scale * (\n",
     "        noise_pred_text - noise_pred_uncond\n",
     "    )\n",

notebooks/5-1-2_dreambooth.ipynb

@@ -16,6 +16,7 @@
    "outputs": [],
    "source": [
     "import warnings\n",
+    "\n",
     "import torch\n",
     "\n",
     "device = torch.device(\n",