From c4d01c22dafe0561cffe0d0bfe65a1fd691d8f84 Mon Sep 17 00:00:00 2001 From: Ignacio Oguiza <11656416+oguiza@users.noreply.github.com> Date: Mon, 20 Jan 2025 11:08:18 +0100 Subject: [PATCH] updated tsai to torch 2.5 --- .gitignore | 2 + README.md | 1 + nbs/015_data.mixed.ipynb | 611 ++++++++++++++++----------- nbs/021_calibration.ipynb | 77 +++- nbs/029_models.layers.ipynb | 317 +++++++------- nbs/069_models.TSSequencerPlus.ipynb | 96 ++--- nbs/data/TSCategoricalEncoder.joblib | Bin 712 -> 713 bytes nbs/data/TSMissingnessEncoder.joblib | Bin 631 -> 638 bytes nbs/models/test.pth | Bin 1100200 -> 1099944 bytes tsai/_modidx.py | 2 + tsai/calibration.py | 8 +- tsai/data/mixed.py | 5 + tsai/imports.py | 1 + tsai/models/TSSequencerPlus.py | 76 ++-- tsai/models/layers.py | 247 +++++------ 15 files changed, 808 insertions(+), 635 deletions(-) diff --git a/.gitignore b/.gitignore index 5e7b83ec5..8efaa6142 100644 --- a/.gitignore +++ b/.gitignore @@ -175,3 +175,5 @@ sidebar.yml token token *.pkg +new.* +old.* diff --git a/README.md b/README.md index c850fbf02..e9a96f4ec 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,6 @@ # tsai +
diff --git a/nbs/015_data.mixed.ipynb b/nbs/015_data.mixed.ipynb index 5e66cd015..a2e54bbfe 100644 --- a/nbs/015_data.mixed.ipynb +++ b/nbs/015_data.mixed.ipynb @@ -67,6 +67,8 @@ " if hasattr(dl, 'split_idxs'):\n", " self.split_idxs = dl.split_idxs\n", " dl.bs = self.bs\n", + " if i > 0 and hasattr(dl, 'get_idxs'):\n", + " dl.get_idxs = self.get_idxs_copy\n", " dl.shuffle_fn = self.shuffle_fn\n", " if self.c is None and hasattr(dl, \"c\"):\n", " self.c = dl.c\n", @@ -117,6 +119,9 @@ " outs += L(b[n_inp:])\n", " self.y_idxs = self._get_vals(outs)\n", "\n", + " def get_idxs_copy(self):\n", + " return self.loaders[0].get_idxs()\n", + "\n", " def __iter__(self):\n", " z = zip(*[_loaders[i.fake_l.num_workers == 0](i.fake_l)\n", " for i in self.loaders])\n", @@ -249,92 +254,92 @@ " \n", " 0\n", " Private\n", - " Bachelors\n", - " Married-civ-spouse\n", - " 59.999999\n", - " 131680.999115\n", - " >=50k\n", + " 5th-6th\n", + " Separated\n", + " 47.000000\n", + " 225065.000159\n", + " <50k\n", " \n", " \n", " 1\n", " Private\n", - " 12th\n", - " Never-married\n", - " 18.000000\n", - " 311795.000052\n", + " HS-grad\n", + " Married-civ-spouse\n", + " 56.999999\n", + " 84887.999356\n", " <50k\n", " \n", " \n", " 2\n", " Private\n", - " HS-grad\n", + " Assoc-voc\n", " Married-civ-spouse\n", - " 45.000000\n", - " 350440.002257\n", + " 30.000000\n", + " 176409.999275\n", " >=50k\n", " \n", " \n", " 3\n", - " Local-gov\n", - " Masters\n", - " Never-married\n", - " 44.000000\n", - " 101593.001253\n", + " Private\n", + " Some-college\n", + " Married-civ-spouse\n", + " 31.000000\n", + " 232474.999969\n", " <50k\n", " \n", " \n", " 4\n", - " ?\n", - " Some-college\n", - " Never-married\n", - " 20.999999\n", - " 41355.995576\n", + " Private\n", + " 10th\n", + " Married-civ-spouse\n", + " 26.000000\n", + " 293984.002897\n", " <50k\n", " \n", " \n", " 5\n", " Private\n", - " Bachelors\n", - " Never-married\n", - " 30.000000\n", - " 207668.000292\n", - " <50k\n", + " HS-grad\n", + " Married-civ-spouse\n", + " 54.000000\n", + " 167770.000370\n", + " >=50k\n", " \n", " \n", " 6\n", - " Federal-gov\n", + " Private\n", " Bachelors\n", " Never-married\n", - " 28.000000\n", - " 281859.998606\n", + " 25.000000\n", + " 60357.998190\n", " <50k\n", " \n", " \n", " 7\n", - " ?\n", - " Some-college\n", - " Never-married\n", - " 20.999999\n", - " 180338.999810\n", + " Local-gov\n", + " 7th-8th\n", + " Married-civ-spouse\n", + " 62.000000\n", + " 203524.999993\n", " <50k\n", " \n", " \n", " 8\n", " Private\n", " Some-college\n", - " Never-married\n", - " 20.000000\n", - " 174713.999509\n", + " Married-civ-spouse\n", + " 36.000000\n", + " 220510.999048\n", " <50k\n", " \n", " \n", " 9\n", - " Self-emp-not-inc\n", - " Bachelors\n", + " State-gov\n", + " Doctorate\n", " Married-civ-spouse\n", - " 50.000000\n", - " 334273.005863\n", - " <50k\n", + " 55.000000\n", + " 120781.002923\n", + " >=50k\n", " \n", " \n", "" @@ -362,7 +367,7 @@ " \n", " 0\n", " False\n", - " 9.0\n", + " 10.0\n", " <50k\n", " \n", " \n", @@ -375,30 +380,30 @@ " 2\n", " False\n", " 13.0\n", - " >=50k\n", + " <50k\n", " \n", " \n", " 3\n", " False\n", - " 9.0\n", - " <50k\n", + " 13.0\n", + " >=50k\n", " \n", " \n", " 4\n", " False\n", - " 9.0\n", + " 10.0\n", " <50k\n", " \n", " \n", " 5\n", " False\n", - " 13.0\n", - " >=50k\n", + " 9.0\n", + " <50k\n", " \n", " \n", " 6\n", " False\n", - " 10.0\n", + " 9.0\n", " <50k\n", " \n", " \n", @@ -410,13 +415,13 @@ " \n", " 8\n", " False\n", - " 13.0\n", - " <50k\n", + " 14.0\n", + " >=50k\n", " \n", " \n", " 9\n", " False\n", - " 10.0\n", + " 9.0\n", " <50k\n", " \n", " \n", @@ -471,75 +476,75 @@ " \n", " \n", " 0\n", - " State-gov\n", - " HS-grad\n", - " Never-married\n", - " 43.000000\n", - " 23156.998049\n", - " <50k\n", + " Private\n", + " Masters\n", + " Divorced\n", + " 44.000000\n", + " 236746.000153\n", + " >=50k\n", " \n", " \n", " 1\n", " Private\n", - " 11th\n", - " Married-civ-spouse\n", - " 32.000000\n", - " 140092.001434\n", + " Bachelors\n", + " Never-married\n", + " 22.000000\n", + " 189950.000000\n", " <50k\n", " \n", " \n", " 2\n", - " Self-emp-not-inc\n", + " Private\n", " HS-grad\n", - " Never-married\n", - " 43.000000\n", - " 48086.995399\n", + " Married-civ-spouse\n", + " 56.999999\n", + " 120302.001777\n", " <50k\n", " \n", " \n", " 3\n", - " Self-emp-not-inc\n", - " Assoc-acdm\n", + " Private\n", + " HS-grad\n", " Never-married\n", - " 34.000000\n", - " 177638.999728\n", + " 29.000000\n", + " 131087.999775\n", " <50k\n", " \n", " \n", " 4\n", - " Local-gov\n", - " Masters\n", - " Married-civ-spouse\n", - " 65.000001\n", - " 146453.999176\n", + " Self-emp-not-inc\n", + " HS-grad\n", + " Never-married\n", + " 35.000000\n", + " 179171.000276\n", " <50k\n", " \n", " \n", " 5\n", - " Private\n", + " Self-emp-not-inc\n", " HS-grad\n", - " Married-civ-spouse\n", - " 33.000000\n", - " 227281.999333\n", + " Divorced\n", + " 75.000001\n", + " 242107.999406\n", " <50k\n", " \n", " \n", " 6\n", " Private\n", - " HS-grad\n", + " 12th\n", " Never-married\n", - " 33.000000\n", - " 194900.999911\n", + " 36.000000\n", + " 137420.999182\n", " <50k\n", " \n", " \n", " 7\n", " Private\n", - " HS-grad\n", - " Divorced\n", - " 23.000000\n", - " 259301.002460\n", - " <50k\n", + " Doctorate\n", + " Married-civ-spouse\n", + " 35.000000\n", + " 189623.000011\n", + " >=50k\n", " \n", " \n", "" @@ -573,7 +578,7 @@ " \n", " 1\n", " False\n", - " 7.0\n", + " 9.0\n", " <50k\n", " \n", " \n", @@ -585,18 +590,18 @@ " \n", " 3\n", " False\n", - " 12.0\n", + " 9.0\n", " <50k\n", " \n", " \n", " 4\n", " False\n", - " 14.0\n", + " 9.0\n", " <50k\n", " \n", " \n", " 5\n", - " True\n", + " False\n", " 10.0\n", " <50k\n", " \n", @@ -609,8 +614,8 @@ " \n", " 7\n", " False\n", - " 9.0\n", - " <50k\n", + " 10.0\n", + " >=50k\n", " \n", " \n", "" @@ -633,82 +638,6 @@ "dls.train.show_batch()" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((tensor([[ 8, 12, 5],\n", - " [ 5, 2, 3],\n", - " [ 7, 12, 5],\n", - " [ 7, 8, 5],\n", - " [ 3, 13, 3],\n", - " [ 5, 12, 3],\n", - " [ 5, 12, 5],\n", - " [ 5, 12, 1]]),\n", - " tensor([[ 0.3222, -1.5782],\n", - 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"xs[0][0].shape, xs[0][1].shape, xs[1][0].shape, xs[1][1].shape" - ] - }, { "cell_type": "code", "execution_count": null, @@ -725,27 +654,44 @@ "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "(TSTensor(samples:8, vars:2, len:5, device=cpu, dtype=torch.float32),\n", - " tensor([7., 0., 2., 1., 5., 4., 3., 6.]))" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([[[5., 5., 5., 5., 5.],\n", + " [5., 5., 5., 5., 5.]],\n", + "\n", + " [[0., 0., 0., 0., 0.],\n", + " [0., 0., 0., 0., 0.]],\n", + "\n", + " [[4., 4., 4., 4., 4.],\n", + " [4., 4., 4., 4., 4.]],\n", + "\n", + " [[3., 3., 3., 3., 3.],\n", + " [3., 3., 3., 3., 3.]]], device='mps:0') tensor([5., 0., 4., 3.], device='mps:0')\n", + "tensor([[[6., 6., 6., 6., 6.],\n", + " [6., 6., 6., 6., 6.]],\n", + "\n", + " [[1., 1., 1., 1., 1.],\n", + " [1., 1., 1., 1., 1.]],\n", + "\n", + " [[2., 2., 2., 2., 2.],\n", + " [2., 2., 2., 2., 2.]],\n", + "\n", + " [[7., 7., 7., 7., 7.],\n", + " [7., 7., 7., 7., 7.]]], device='mps:0') tensor([6., 1., 2., 7.], device='mps:0')\n" + ] } ], "source": [ - "X = np.repeat(np.repeat(np.arange(8)[:, None, None], 2, 1), 5, 2).astype(float)\n", - "X = np.concatenate([X, X])\n", + "X = np.repeat(np.repeat(np.arange(16)[:, None, None], 2, 1), 5, 2).astype(float)\n", "y = np.concatenate([np.arange(len(X)//2)]*2)\n", "alphabet = np.array(list(string.ascii_lowercase))\n", "# y = alphabet[y]\n", "splits = TimeSplitter(.5, show_plot=False)(range_of(X))\n", "tfms = [None, TSRegression()]\n", - "dls1 = get_ts_dls(X, y, splits=splits, tfms=tfms)\n", - "dls1.one_batch()" + "dls1 = get_ts_dls(X, y, splits=splits, tfms=tfms, bs=4)\n", + "for xb, yb in iter(dls1.train):\n", + " print(xb.data, yb)" ] }, { @@ -755,69 +701,211 @@ "outputs": [ { "data": { + "text/html": [ + "
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"text": [ + "tensor([[5, 5],\n", + " [5, 5],\n", + " [6, 6],\n", + " [4, 4]], device='mps:0') tensor([[400.],\n", + " [400.],\n", + " [500.],\n", + " [300.]], device='mps:0') tensor([[4],\n", + " [4],\n", + " [5],\n", + " [3]], device='mps:0', dtype=torch.int8)\n", + "tensor([[4, 4],\n", + " [7, 7],\n", + " [2, 2],\n", + " [1, 1]], device='mps:0') tensor([[300.],\n", + " [600.],\n", + " [100.],\n", + " [ 0.]], device='mps:0') tensor([[3],\n", + " [6],\n", + " [1],\n", + " [0]], device='mps:0', dtype=torch.int8)\n" + ] } ], "source": [ - "data = np.concatenate([np.repeat(np.arange(8)[:, None], 3, 1)*np.array([1, 10, 100])]*2)\n", + "data = np.repeat(np.arange(16)[:, None], 3, 1)*np.array([1, 10, 100])\n", "df = pd.DataFrame(data, columns=['cat1', 'cat2', 'cont'])\n", "df['cont'] = df['cont'].astype(float)\n", "df['target'] = y\n", + "display(df)\n", "cat_names = ['cat1', 'cat2']\n", "cont_names = ['cont']\n", "target = 'target'\n", "dls2 = get_tabular_dls(df, procs=[Categorify, FillMissing, #Normalize\n", - " ], cat_names=cat_names, cont_names=cont_names, y_names=target, splits=splits, bs=8)\n", - "dls2.one_batch()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "((TSTensor(samples:8, vars:2, len:5, device=cpu, dtype=torch.float32), tensor([7., 0., 2., 1., 5., 4., 3., 6.])),)\n" - ] - } - ], - "source": [ - "z = zip(_loaders[dls1.train.fake_l.num_workers == 0](dls1.train.fake_l))\n", - "for b in z: \n", - " print(b)\n", - " break" + " ], cat_names=cat_names, cont_names=cont_names, y_names=target, splits=splits, bs=4)\n", + "for b in iter(dls2.train):\n", + " print(b[0], b[1], b[2])" ] }, { @@ -843,6 +931,59 @@ "test_eq(tensor(y[dl.input_idxs]), yb.long().cpu())" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([[[0., 0., 0., 0., 0.],\n", + " [0., 0., 0., 0., 0.]],\n", + "\n", + " [[1., 1., 1., 1., 1.],\n", + " [1., 1., 1., 1., 1.]],\n", + "\n", + " [[2., 2., 2., 2., 2.],\n", + " [2., 2., 2., 2., 2.]],\n", + "\n", + " [[4., 4., 4., 4., 4.],\n", + " [4., 4., 4., 4., 4.]]], device='mps:0') (tensor([[1, 1],\n", + " [2, 2],\n", + " [3, 3],\n", + " [5, 5]], device='mps:0'), tensor([[ 0.],\n", + " [100.],\n", + " [200.],\n", + " [400.]], device='mps:0')) tensor([0., 1., 2., 4.], device='mps:0')\n", + "tensor([[[3., 3., 3., 3., 3.],\n", + " [3., 3., 3., 3., 3.]],\n", + "\n", + " [[5., 5., 5., 5., 5.],\n", + " [5., 5., 5., 5., 5.]],\n", + "\n", + " [[6., 6., 6., 6., 6.],\n", + " [6., 6., 6., 6., 6.]],\n", + "\n", + " [[7., 7., 7., 7., 7.],\n", + " [7., 7., 7., 7., 7.]]], device='mps:0') (tensor([[4, 4],\n", + " [6, 6],\n", + " [7, 7],\n", + " [8, 8]], device='mps:0'), tensor([[300.],\n", + " [500.],\n", + " [600.],\n", + " [700.]], device='mps:0')) tensor([3., 5., 6., 7.], device='mps:0')\n" + ] + } + ], + "source": [ + "bs = 4\n", + "dls = get_mixed_dls(dls1, dls2, bs=bs)\n", + "for xb, yb in iter(dls.train):\n", + " print(xb[0].data, xb[1], yb)" + ] + }, { "cell_type": "code", "execution_count": null, @@ -862,9 +1003,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "/Users/nacho/notebooks/tsai/nbs/022_data.mixed.ipynb saved at 2022-11-09 12:51:54\n", + "/Users/nacho/notebooks/tsai/nbs/015_data.mixed.ipynb saved at 2025-01-20 09:51:26\n", "Correct notebook to script conversion! 😃\n", - "Wednesday 09/11/22 12:51:57 CET\n" + "Monday 20/01/25 09:51:29 CET\n" ] }, { diff --git a/nbs/021_calibration.ipynb b/nbs/021_calibration.ipynb index 57cae0244..5b1bb66ef 100644 --- a/nbs/021_calibration.ipynb +++ b/nbs/021_calibration.ipynb @@ -65,7 +65,7 @@ " def __init__(self, model, lr=0.01, max_iter=1_000, line_search_fn=None, n_bins=10, verbose=True):\n", " super().__init__()\n", " self.model = ModelWithTemperature(model) if not hasattr(model, 'temperature_scale') else model\n", - " self.lr, self.max_iter, self.line_search_fn, self.n_bins, self.verbose = lr, max_iter, line_search_fn, n_bins, verbose \n", + " self.lr, self.max_iter, self.line_search_fn, self.n_bins, self.verbose = lr, max_iter, line_search_fn, n_bins, verbose\n", " self.nll_criterion = CrossEntropyLossFlat()\n", " self.ece_criterion = ECELoss(n_bins)\n", "\n", @@ -181,11 +181,11 @@ "source": [ "#|export\n", "@patch\n", - "def calibrate_model(self:Learner, X=None, y=None, lr=1e-2, max_iter=10_000, line_search_fn=None, n_bins=10, strategy='uniform', \n", + "def calibrate_model(self:Learner, X=None, y=None, lr=1e-2, max_iter=10_000, line_search_fn=None, n_bins=10, strategy='uniform',\n", " show_plot=True, figsize=(6,6), verbose=True):\n", - " if X is not None and y is not None: \n", + " if X is not None and y is not None:\n", " dl = self.dls.valid.new_dl(X, y)\n", - " else: \n", + " else:\n", " dl = self.dls.valid\n", " assert dl.c == 2, \"calibrate_model is only available for binary classification tasks\"\n", " temp_setter = TemperatureSetter(self.model, lr=lr, max_iter=max_iter, line_search_fn=line_search_fn, n_bins=n_bins, verbose=verbose)\n", @@ -209,6 +209,33 @@ "execution_count": null, "metadata": {}, "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -225,17 +252,17 @@ " \n", " \n", " 0\n", - " 0.696826\n", - " 0.706016\n", - " 0.430000\n", - " 00:04\n", + " 0.724956\n", + " nan\n", + " nan\n", + " 00:00\n", " \n", " \n", " 1\n", - " 0.690209\n", - " 0.699720\n", - " 0.490000\n", - " 00:03\n", + " 0.713688\n", + " nan\n", + " nan\n", + " 00:00\n", " \n", " \n", "" @@ -246,6 +273,14 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/nacho/notebooks/tsai/tsai/data/core.py:648: RuntimeWarning: overflow encountered in scalar add\n", + " b = slice(b[0], min(self.n, b[0] + self.bs))\n" + ] } ], "source": [ @@ -266,24 +301,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "Before temperature - NLL: 0.700, ECE: 0.066\n", + "Before temperature - NLL: 0.696, ECE: 0.032\n", "Calibrating the model...\n", "...model calibrated\n", - "Optimal temperature: 6.383\n", - "After temperature - NLL: 0.693, ECE: 0.019\n", + "Optimal temperature: 3.641\n", + "After temperature - NLL: 0.693, ECE: 0.018\n", "\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -311,9 +344,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "/Users/nacho/notebooks/tsai/nbs/052c_calibration.ipynb saved at 2022-11-09 12:54:31\n", + "/Users/nacho/notebooks/tsai/nbs/021_calibration.ipynb saved at 2025-01-18 17:43:29\n", "Correct notebook to script conversion! 😃\n", - "Wednesday 09/11/22 12:54:34 CET\n" + "Saturday 18/01/25 17:43:32 CET\n" ] }, { diff --git a/nbs/029_models.layers.ipynb b/nbs/029_models.layers.ipynb index 2870f7cf5..fbc0cae54 100644 --- a/nbs/029_models.layers.ipynb +++ b/nbs/029_models.layers.ipynb @@ -62,7 +62,7 @@ " verbose:bool=True, # If `True`, prints detailed information about the tracing and scripting process. Defaults to `True`.\n", "):\n", " \"Tests if a PyTorch module can be correctly traced or scripted and serialized\"\n", - " \n", + "\n", " m = m.eval()\n", " m_name = m.__class__.__name__\n", "\n", @@ -131,13 +131,7 @@ "output_type": "stream", "text": [ "output.shape: torch.Size([3, 2])\n", - "Tracing...\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "Tracing...\n", "...Linear has been successfully traced 😃\n", "\n" ] @@ -167,11 +161,11 @@ "source": [ "#|export\n", "def init_lin_zero(m):\n", - " if isinstance(m, (nn.Linear)): \n", + " if isinstance(m, (nn.Linear)):\n", " if getattr(m, 'bias', None) is not None: nn.init.constant_(m.bias, 0)\n", " nn.init.constant_(m.weight, 0)\n", " for l in m.children(): init_lin_zero(l)\n", - " \n", + "\n", "lin_zero_init = init_lin_zero" ] }, @@ -181,9 +175,9 @@ "metadata": {}, "outputs": [], "source": [ - "#|export \n", + "#|export\n", "class SwishBeta(Module):\n", - " def __multiinit__(self, beta=1.): \n", + " def __multiinit__(self, beta=1.):\n", " self.sigmoid = torch.sigmoid\n", " self.beta = nn.Parameter(torch.Tensor(1).fill_(beta))\n", " def forward(self, x): return x.mul(self.sigmoid(x*self.beta))" @@ -199,7 +193,7 @@ "class SmeLU(nn.Module):\n", " \"Smooth ReLU activation function based on https://arxiv.org/pdf/2202.06499.pdf\"\n", "\n", - " def __init__(self, \n", + " def __init__(self,\n", " beta: float = 2. # Beta value\n", " ) -> None:\n", " super().__init__()\n", @@ -220,7 +214,7 @@ " def __init__(self, chomp_size):\n", " super(Chomp1d, self).__init__()\n", " self.chomp_size = chomp_size\n", - " \n", + "\n", " def forward(self, x):\n", " return x[:, :, :-self.chomp_size].contiguous()" ] @@ -242,7 +236,7 @@ " def __init__(self, padding, value=0.):\n", " super().__init__(padding, value)\n", "\n", - " \n", + "\n", "# @delegates(nn.Conv1d.__init__)\n", "class SameConv1d(Module):\n", " \"Conv1d with padding='same'\"\n", @@ -296,15 +290,15 @@ " def forward(self, x):\n", " self.padding = same_padding2d(x.shape[-2], x.shape[-1], self.ks, dilation=self.dilation) #stride=self.stride not used in padding calculation!\n", " return self.conv2d_same(self.pad(self.padding)(x))\n", - " \n", - " \n", + "\n", + "\n", "# @delegates(nn.Conv2d.__init__)\n", "def Conv2d(ni, nf, kernel_size=None, ks=None, stride=1, padding='same', dilation=1, init='auto', bias_std=0.01, **kwargs):\n", " \"conv1d layer with padding='same', 'valid', or any integer (defaults to 'same')\"\n", " assert not (kernel_size and ks), 'use kernel_size or ks but not both simultaneously'\n", " assert kernel_size is not None or ks is not None, 'you need to pass a ks'\n", " kernel_size = kernel_size or ks\n", - " if padding == 'same': \n", + " if padding == 'same':\n", " conv = Conv2dSame(ni, nf, kernel_size, stride=stride, dilation=dilation, **kwargs)\n", " elif padding == 'valid': conv = nn.Conv2d(ni, nf, kernel_size, stride=stride, padding=0, dilation=dilation, **kwargs)\n", " else: conv = nn.Conv2d(ni, nf, kernel_size, stride=stride, padding=padding, dilation=dilation, **kwargs)\n", @@ -360,8 +354,8 @@ " assert not (kernel_size and ks), 'use kernel_size or ks but not both simultaneously'\n", " assert kernel_size is not None or ks is not None, 'you need to pass a ks'\n", " kernel_size = kernel_size or ks\n", - " if padding == 'same': \n", - " if kernel_size%2==1: \n", + " if padding == 'same':\n", + " if kernel_size%2==1:\n", " conv = nn.Conv1d(ni, nf, kernel_size, stride=stride, padding=kernel_size//2 * dilation, dilation=dilation, **kwargs)\n", " else:\n", " conv = SameConv1d(ni, nf, kernel_size, stride=stride, dilation=dilation, **kwargs)\n", @@ -511,10 +505,10 @@ " self.depthwise_conv = Conv1d(ni, ni, ks, stride=stride, padding=padding, dilation=dilation, groups=ni, bias=bias)\n", " self.pointwise_conv = nn.Conv1d(ni, nf, 1, stride=1, padding=0, dilation=1, groups=1, bias=bias)\n", " if bias:\n", - " if bias_std != 0: \n", + " if bias_std != 0:\n", " normal_(self.depthwise_conv.bias, 0, bias_std)\n", " normal_(self.pointwise_conv.bias, 0, bias_std)\n", - " else: \n", + " else:\n", " self.depthwise_conv.bias.data.zero_()\n", " self.pointwise_conv.bias.data.zero_()\n", "\n", @@ -599,7 +593,7 @@ " if norm_type==NormType.Weight: conv = weight_norm(conv)\n", " elif norm_type==NormType.Spectral: conv = spectral_norm(conv)\n", " layers += [conv]\n", - " act_bn = [] \n", + " act_bn = []\n", " if act is not None: act_bn.append(act)\n", " if bn: act_bn.append(BatchNorm(nf, norm_type=norm_type, ndim=ndim))\n", " if inn: act_bn.append(InstanceNorm(nf, norm_type=norm_type, ndim=ndim))\n", @@ -607,8 +601,8 @@ " if dropout: layers += [nn.Dropout(dropout)]\n", " layers += act_bn\n", " if xtra: layers.append(xtra)\n", - " super().__init__(*layers) \n", - " \n", + " super().__init__(*layers)\n", + "\n", "Conv = named_partial('Conv', ConvBlock, norm=None, act=None)\n", "ConvBN = named_partial('ConvBN', ConvBlock, norm='Batch', act=None)\n", "CoordConv = named_partial('CoordConv', ConvBlock, norm=None, act=None, coord=True)\n", @@ -662,7 +656,7 @@ " \"Squeeze and excitation module for 1d\"\n", " nf = math.ceil(ni//reduction/8)*8\n", " assert nf != 0, 'nf cannot be 0'\n", - " return SequentialEx(nn.AdaptiveAvgPool1d(1), \n", + " return SequentialEx(nn.AdaptiveAvgPool1d(1),\n", " ConvBlock(ni, nf, ks=1, norm=None, act=act, act_kwargs=act_kwargs),\n", " ConvBlock(nf, ni, ks=1, norm=None, act=nn.Sigmoid), ProdLayer())" ] @@ -738,7 +732,7 @@ " (0): AddCoords1d()\n", " (1): Conv1d(4, 5, kernel_size=(5,), stride=(1,), padding=(2,), bias=False)\n", " (2): BatchNorm1d(5, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", - " (3): Swish()\n", + " (3): SiLU()\n", ")" ] }, @@ -842,88 +836,89 @@ " def __init__(self, dim, size, step=1): self.dim, self.size, self.step = dim, size, step\n", " def forward(self, x:Tensor) -> Tensor: return x.unfold(dimension=self.dim, size=self.size, step=self.step)\n", " def __repr__(self): return f\"{self.__class__.__name__}(dim={self.dim}, size={self.size}, step={self.step})\"\n", - " \n", - " \n", + "\n", + "\n", "class Permute(Module):\n", " def __init__(self, *dims): self.dims = dims\n", " def forward(self, x:Tensor) -> Tensor: return x.permute(self.dims)\n", " def __repr__(self): return f\"{self.__class__.__name__}(dims={', '.join([str(d) for d in self.dims])})\"\n", - " \n", - " \n", + "\n", + "\n", "class Transpose(Module):\n", - " def __init__(self, *dims, contiguous=False): self.dims, self.contiguous = dims, contiguous\n", - " def forward(self, x): \n", + " def __init__(self, *dims, contiguous=True): self.dims, self.contiguous = dims, contiguous\n", + " def forward(self, x):\n", + " x = x.contiguous()\n", " if self.contiguous: return x.transpose(*self.dims).contiguous()\n", " else: return x.transpose(*self.dims)\n", - " def __repr__(self): \n", + " def __repr__(self):\n", " if self.contiguous: return f\"{self.__class__.__name__}(dims={', '.join([str(d) for d in self.dims])}).contiguous()\"\n", " else: return f\"{self.__class__.__name__}({', '.join([str(d) for d in self.dims])})\"\n", - " \n", - " \n", + "\n", + "\n", "class View(Module):\n", " def __init__(self, *shape): self.shape = shape\n", - " def forward(self, x): \n", + " def forward(self, x):\n", " return x.view(x.shape[0], -1).contiguous() if not self.shape else x.view(-1).contiguous() if self.shape == (-1,) else \\\n", " x.view(x.shape[0], *self.shape).contiguous()\n", " def __repr__(self): return f\"{self.__class__.__name__}({', '.join(['bs'] + [str(s) for s in self.shape])})\"\n", - " \n", - " \n", + "\n", + "\n", "class Reshape(Module):\n", " def __init__(self, *shape): self.shape = shape\n", " def forward(self, x):\n", - " return x.reshape(x.shape[0], -1) if not self.shape else x.reshape(-1) if self.shape == (-1,) else x.reshape(x.shape[0], *self.shape)\n", + " return x.contiguous().reshape(x.shape[0], -1) if not self.shape else x.contiguous().reshape(-1) if self.shape == (-1,) else x.contiguous().reshape(x.shape[0], *self.shape)\n", " def __repr__(self): return f\"{self.__class__.__name__}({', '.join(['bs'] + [str(s) for s in self.shape])})\"\n", - " \n", - " \n", + "\n", + "\n", "class Max(Module):\n", " def __init__(self, dim=None, keepdim=False): self.dim, self.keepdim = dim, keepdim\n", " def forward(self, x): return x.max(self.dim, keepdim=self.keepdim)[0]\n", " def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim}, keepdim={self.keepdim})'\n", "\n", - " \n", + "\n", "class LastStep(Module):\n", " def forward(self, x): return x[..., -1]\n", " def __repr__(self): return f'{self.__class__.__name__}()'\n", - " \n", - " \n", + "\n", + "\n", "class SoftMax(Module):\n", " \"SoftMax layer\"\n", " def __init__(self, dim=-1):\n", " self.dim = dim\n", " def forward(self, x):\n", " return F.softmax(x, dim=self.dim)\n", - " def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})' \n", - " \n", + " def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})'\n", + "\n", "\n", "class Clamp(Module):\n", " def __init__(self, min=None, max=None):\n", " self.min, self.max = min, max\n", " def forward(self, x):\n", " return x.clamp(min=self.min, max=self.max)\n", - " def __repr__(self): return f'{self.__class__.__name__}(min={self.min}, max={self.max})' \n", - " \n", - " \n", + " def __repr__(self): return f'{self.__class__.__name__}(min={self.min}, max={self.max})'\n", + "\n", + "\n", "class Clip(Module):\n", " def __init__(self, min=None, max=None):\n", " self.min, self.max = min, max\n", - " \n", + "\n", " def forward(self, x):\n", " if self.min is not None:\n", " x = torch.maximum(x, self.min)\n", " if self.max is not None:\n", " x = torch.minimum(x, self.max)\n", " return x\n", - " def __repr__(self): return f'{self.__class__.__name__}()' \n", - " \n", - " \n", + " def __repr__(self): return f'{self.__class__.__name__}()'\n", + "\n", + "\n", "class ReZero(Module):\n", " def __init__(self, module):\n", " self.module = module\n", " self.alpha = nn.Parameter(torch.zeros(1))\n", " def forward(self, x):\n", " return x + self.alpha * self.module(x)\n", - " \n", - " \n", + "\n", + "\n", "Noop = nn.Sequential()" ] }, @@ -935,7 +930,7 @@ { "data": { "text/plain": [ - "(Transpose(1, 2),\n", + "(Transpose(dims=1, 2).contiguous(),\n", " Permute(dims=0, 2, 1),\n", " View(bs, -1, 2, 10),\n", " Transpose(dims=1, 2).contiguous(),\n", @@ -1027,7 +1022,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -1059,7 +1054,7 @@ "class Sequential(nn.Sequential):\n", " \"\"\"Class that allows you to pass one or multiple inputs\"\"\"\n", " def forward(self, *x):\n", - " for i, module in enumerate(self._modules.values()): \n", + " for i, module in enumerate(self._modules.values()):\n", " x = module(*x) if isinstance(x, (list, tuple, L)) else module(x)\n", " return x" ] @@ -1083,15 +1078,15 @@ " return self.module(x)\n", "\n", " # Squash samples and timesteps into a single axis\n", - " x_reshape = x.contiguous().view(-1, x.size(-1)) # (samples * timesteps, input_size)\n", + " x_reshape = x.contiguous().reshape(-1, x.size(-1)) # (samples * timesteps, input_size)\n", "\n", " y = self.module(x_reshape)\n", "\n", " # We have to reshape Y\n", " if self.batch_first:\n", - " y = y.contiguous().view(x.size(0), -1, y.size(-1)) # (samples, timesteps, output_size)\n", + " y = y.contiguous().reshape(x.size(0), -1, y.size(-1)) # (samples, timesteps, output_size)\n", " else:\n", - " y = y.view(-1, x.size(1), y.size(-1)) # (timesteps, samples, output_size)\n", + " y = y.reshape(-1, x.size(1), y.size(-1)) # (timesteps, samples, output_size)\n", "\n", " return y" ] @@ -1140,8 +1135,8 @@ " def forward(self, x):\n", " if self.log_softmax: x = F.log_softmax(x, dim=-1)\n", " return self.ms(x)\n", - " \n", - " \n", + "\n", + "\n", "def get_calibrator(calibrator=None, n_classes=1, **kwargs):\n", " if calibrator is None or not calibrator: return noop\n", " elif calibrator.lower() == 'temp': return Temp_Scale(dirichlet=False, **kwargs)\n", @@ -1163,7 +1158,7 @@ "c_out = 3\n", "\n", "t = torch.rand(bs, c_out)\n", - "for calibrator, cal_name in zip(['temp', 'vector', 'matrix'], ['Temp_Scale', 'Vector_Scale', 'Matrix_Scale']): \n", + "for calibrator, cal_name in zip(['temp', 'vector', 'matrix'], ['Temp_Scale', 'Vector_Scale', 'Matrix_Scale']):\n", " cal = get_calibrator(calibrator, n_classes=c_out)\n", "# print(calibrator)\n", "# print(cal.weight, cal.bias, '\\n')\n", @@ -1246,7 +1241,7 @@ " self.class_priors = class_priors\n", " def forward(self, x):\n", " return x.add(self.class_priors)\n", - " \n", + "\n", "LogitAdjLayer = LogitAdjustmentLayer" ] }, @@ -1270,22 +1265,22 @@ "source": [ "#|export\n", "class PPV(Module):\n", - " def __init__(self, dim=-1): \n", + " def __init__(self, dim=-1):\n", " self.dim = dim\n", - " def forward(self, x): \n", + " def forward(self, x):\n", " return torch.gt(x, 0).sum(dim=self.dim).float() / x.shape[self.dim]\n", " def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})'\n", - " \n", + "\n", "\n", "class PPAuc(Module):\n", - " def __init__(self, dim=-1): \n", + " def __init__(self, dim=-1):\n", " self.dim = dim\n", - " def forward(self, x): \n", + " def forward(self, x):\n", " x = F.relu(x).sum(self.dim) / (abs(x).sum(self.dim) + 1e-8)\n", " return x\n", " def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})'\n", - " \n", - " \n", + "\n", + "\n", "class MaxPPVPool1d(Module):\n", " \"Drop-in replacement for AdaptiveConcatPool1d - multiplies nf by 2\"\n", " def forward(self, x):\n", @@ -1318,8 +1313,8 @@ "#|export\n", "class AdaptiveWeightedAvgPool1d(Module):\n", " '''Global Pooling layer that performs a weighted average along the temporal axis\n", - " \n", - " It can be considered as a channel-wise form of local temporal attention. Inspired by the paper: \n", + "\n", + " It can be considered as a channel-wise form of local temporal attention. Inspired by the paper:\n", " Hyun, J., Seong, H., & Kim, E. (2019). Universal Pooling--A New Pooling Method for Convolutional Neural Networks. arXiv preprint arXiv:1907.11440.'''\n", "\n", " def __init__(self, n_in, seq_len, mult=2, n_layers=2, ln=False, dropout=0.5, act=nn.ReLU(), zero_init=True):\n", @@ -1328,7 +1323,7 @@ " inp_mult = mult if i > 0 else 1\n", " out_mult = mult if i < n_layers -1 else 1\n", " p = dropout[i] if is_listy(dropout) else dropout\n", - " layers.append(LinLnDrop(seq_len * inp_mult, seq_len * out_mult, ln=False, p=p, \n", + " layers.append(LinLnDrop(seq_len * inp_mult, seq_len * out_mult, ln=False, p=p,\n", " act=act if i < n_layers-1 and n_layers > 1 else None))\n", " self.layers = layers\n", " self.softmax = SoftMax(-1)\n", @@ -1355,8 +1350,8 @@ " self.flatten = Reshape()\n", " def forward(self, x):\n", " return self.flatten(self.gap(x))\n", - " \n", - " \n", + "\n", + "\n", "class GACP1d(Module):\n", " \"Global AdaptiveConcatPool + Flatten\"\n", " def __init__(self, output_size=1):\n", @@ -1364,7 +1359,7 @@ " self.flatten = Reshape()\n", " def forward(self, x):\n", " return self.flatten(self.gacp(x))\n", - " \n", + "\n", "\n", "class GAWP1d(Module):\n", " \"Global AdaptiveWeightedAvgPool1d + Flatten\"\n", @@ -1383,13 +1378,13 @@ "source": [ "#|export\n", "class GlobalWeightedAveragePool1d(Module):\n", - " \"\"\" Global Weighted Average Pooling layer \n", - " \n", + " \"\"\" Global Weighted Average Pooling layer\n", + "\n", " Inspired by Building Efficient CNN Architecture for Offline Handwritten Chinese Character Recognition\n", " https://arxiv.org/pdf/1804.01259.pdf\n", " \"\"\"\n", - " \n", - " def __init__(self, n_in, seq_len): \n", + "\n", + " def __init__(self, n_in, seq_len):\n", " self.weight = nn.Parameter(torch.ones(1, n_in, seq_len))\n", " self.bias = nn.Parameter(torch.zeros(1, n_in, seq_len))\n", "\n", @@ -1423,20 +1418,20 @@ "#|export\n", "class AttentionalPool1d(Module):\n", " \"\"\"Global Adaptive Pooling layer inspired by Attentional Pooling for Action Recognition https://arxiv.org/abs/1711.01467\"\"\"\n", - " def __init__(self, n_in, c_out, bn=False): \n", + " def __init__(self, n_in, c_out, bn=False):\n", " store_attr()\n", " self.bn = nn.BatchNorm1d(n_in) if bn else None\n", " self.conv1 = Conv1d(n_in, 1, 1)\n", " self.conv2 = Conv1d(n_in, c_out, 1)\n", "\n", " def forward(self, x):\n", - " if self.bn is not None: x = self.bn(x) \n", + " if self.bn is not None: x = self.bn(x)\n", " return (self.conv1(x) @ self.conv2(x).transpose(1,2)).transpose(1,2)\n", - " \n", + "\n", "class GAttP1d(nn.Sequential):\n", " def __init__(self, n_in, c_out, bn=False):\n", " super().__init__(AttentionalPool1d(n_in, c_out, bn=bn), Reshape())\n", - " \n", + "\n", "def attentional_pool_head(n_in, c_out, seq_len=None, bn=True, **kwargs):\n", " return nn.Sequential(AttentionalPool1d(n_in, c_out, bn=bn, **kwargs), Reshape())" ] @@ -1484,7 +1479,7 @@ "source": [ "#|export\n", "class PoolingLayer(Module):\n", - " def __init__(self, method='cls', seq_len=None, token=True, seq_last=True): \n", + " def __init__(self, method='cls', seq_len=None, token=True, seq_last=True):\n", " method = method.lower()\n", " assert method in ['cls', 'max', 'mean', 'max-mean', 'linear', 'conv1d', 'flatten']\n", " if method == 'cls': assert token, 'you can only choose method=cls if a token exists'\n", @@ -1494,11 +1489,11 @@ " if method == 'linear' or method == 'conv1d':\n", " self.linear = nn.Linear(seq_len - token, 1)\n", "\n", - " def forward(self, x): \n", + " def forward(self, x):\n", " if self.method == 'cls':\n", " return x[..., 0] if self.seq_last else x[:, 0]\n", " if self.token:\n", - " x = x[..., 1:] if self.seq_last else x[:, 1:] \n", + " x = x[..., 1:] if self.seq_last else x[:, 1:]\n", " if self.method == 'max':\n", " return torch.max(x, -1)[0] if self.seq_last else torch.max(x, 1)[0]\n", " elif self.method == 'mean':\n", @@ -1510,7 +1505,7 @@ " return x.flatten(1)\n", " elif self.method == 'linear' or self.method == 'conv1d':\n", " return self.linear(x)[...,0] if self.seq_last else self.linear(x.transpose(1,2))[...,0]\n", - " \n", + "\n", " def __repr__(self): return f\"{self.__class__.__name__}(method={self.method}, token={self.token}, seq_last={self.seq_last})\"" ] }, @@ -1625,8 +1620,8 @@ "class RevIN(nn.Module):\n", " \"\"\" Reversible Instance Normalization layer adapted from\n", "\n", - " Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September). \n", - " Reversible instance normalization for accurate time-series forecasting against distribution shift. \n", + " Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September).\n", + " Reversible instance normalization for accurate time-series forecasting against distribution shift.\n", " In International Conference on Learning Representations.\n", " Original code: https://github.com/ts-kim/RevIN\n", " \"\"\"\n", @@ -1643,20 +1638,20 @@ " if self.affine:\n", " self.weight = nn.Parameter(torch.ones(1, c_in, 1))\n", " self.bias = nn.Parameter(torch.zeros(1, c_in, 1))\n", - " \n", + "\n", " def forward(self, x:Tensor, mode:Tensor):\n", " \"\"\"Args:\n", "\n", " x: rank 3 tensor with shape [batch size x c_in x sequence length]\n", " mode: torch.tensor(True) to normalize data and torch.tensor(False) to reverse normalization\n", " \"\"\"\n", - " \n", + "\n", " # Normalize\n", " if mode: return self.normalize(x)\n", - " \n", + "\n", " # Denormalize\n", " else: return self.denormalize(x)\n", - " \n", + "\n", " def normalize(self, x):\n", " if self.subtract_last:\n", " self.sub = x[..., -1].unsqueeze(-1).detach()\n", @@ -1673,7 +1668,7 @@ " x = x.sub(self.sub)\n", " x = x.div(self.std)\n", " return x\n", - " \n", + "\n", " def denormalize(self, x):\n", " if self.affine:\n", " x = x.sub(self.bias)\n", @@ -1697,8 +1692,8 @@ "class RevIN(nn.Module):\n", " \"\"\" Reversible Instance Normalization layer adapted from\n", "\n", - " Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September). \n", - " Reversible instance normalization for accurate time-series forecasting against distribution shift. \n", + " Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September).\n", + " Reversible instance normalization for accurate time-series forecasting against distribution shift.\n", " In International Conference on Learning Representations.\n", " Original code: https://github.com/ts-kim/RevIN\n", " \"\"\"\n", @@ -1715,16 +1710,16 @@ " self.weight = nn.Parameter(torch.ones(1, c_in, 1))\n", " self.bias = nn.Parameter(torch.zeros(1, c_in, 1))\n", " self.sub, self.std, self.mul, self.add = torch.zeros(1), torch.ones(1), torch.ones(1), torch.zeros(1)\n", - " \n", + "\n", " def forward(self, x:Tensor, mode:Tensor):\n", " \"\"\"Args:\n", "\n", " x: rank 3 tensor with shape [batch size x c_in x sequence length]\n", " mode: torch.tensor(True) to normalize data and torch.tensor(False) to reverse normalization\n", " \"\"\"\n", - " \n", + "\n", " # Normalize\n", - " if mode: \n", + " if mode:\n", " if self.subtract_last:\n", " self.sub = x[..., -1].unsqueeze(-1).detach()\n", " else:\n", @@ -1740,9 +1735,9 @@ " x = x.sub(self.sub)\n", " x = x.div(self.std)\n", " return x\n", - " \n", + "\n", " # Denormalize\n", - " else: \n", + " else:\n", " if self.affine:\n", " x = x.sub(self.bias)\n", " x = x.div(self.weight)\n", @@ -1976,8 +1971,8 @@ " c_out = args[1]\n", " layers = [nn.AdaptiveAvgPool1d(adaptive_size)] if adaptive_size is not None else []\n", " for i in range(2):\n", - " if nf > 1: \n", - " layers += [ConvBlock(nf, nf // 2, 1)] \n", + " if nf > 1:\n", + " layers += [ConvBlock(nf, nf // 2, 1)]\n", " nf = nf//2\n", " else: break\n", " layers += [ConvBlock(nf, c_out, 1), GAP1d(1)]\n", @@ -2198,7 +2193,7 @@ "#|export\n", "def imputation_head(c_in, c_out, seq_len=None, ks=1, y_range=None, fc_dropout=0.):\n", " layers = [nn.Dropout(fc_dropout), nn.Conv1d(c_in, c_out, ks)]\n", - " if y_range is not None: \n", + " if y_range is not None:\n", " y_range = (tensor(y_range[0]), tensor(y_range[1]))\n", " layers += [SigmoidRange(*y_range)]\n", " return nn.Sequential(*layers)" @@ -2267,10 +2262,10 @@ " fd *= _d\n", " shape.append(_d)\n", " if n_out > 1: shape.append(n_out)\n", - " else: \n", + " else:\n", " fd = d\n", " shape = [d, n_out] if n_out > 1 else [d]\n", - " \n", + "\n", " conv = [BatchNorm(n_in, ndim=1)] if conv_bn else []\n", " conv.append(Conv1d(n_in, n_out, 1, padding=0, bias=not conv_bn, **kwargs))\n", " l = [Transpose(-1, -2), BatchNorm(seq_len, ndim=1), Transpose(-1, -2)] if lin_bn else []\n", @@ -2282,7 +2277,7 @@ " layers += [Reshape(*shape)]\n", "\n", " super().__init__(*layers)\n", - " \n", + "\n", "conv_lin_nd_head = create_conv_lin_nd_head\n", "conv_lin_3d_head = create_conv_lin_nd_head # included for compatibility\n", "create_conv_lin_3d_head = create_conv_lin_nd_head # included for compatibility" @@ -2296,12 +2291,12 @@ { "data": { "text/plain": [ - "(TensorBase(1.7074, grad_fn=),\n", + "(TensorBase(1.7974, grad_fn=),\n", " create_conv_lin_nd_head(\n", " (0): Conv1d(32, 5, kernel_size=(1,), stride=(1,))\n", " (1): Dropout(p=0.5, inplace=False)\n", " (2): Linear(in_features=10, out_features=2, bias=True)\n", - " (3): Transpose(-1, -2)\n", + " (3): Transpose(dims=-1, -2).contiguous()\n", " (4): Reshape(bs, 2, 5)\n", " ))" ] @@ -2334,12 +2329,12 @@ { "data": { "text/plain": [ - "(TensorBase(1.6561, grad_fn=),\n", + "(TensorBase(1.7111, grad_fn=),\n", " create_conv_lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Linear(in_features=10, out_features=16, bias=True)\n", " (2): Conv1d(32, 5, kernel_size=(1,), stride=(1,))\n", - " (3): Transpose(-1, -2)\n", + " (3): Transpose(dims=-1, -2).contiguous()\n", " (4): Reshape(bs, 2, 8, 5)\n", " ))" ] @@ -2372,12 +2367,12 @@ { "data": { "text/plain": [ - "(TensorBase(0.6017, grad_fn=),\n", + "(TensorBase(0.5055, grad_fn=),\n", " create_conv_lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Linear(in_features=10, out_features=2, bias=True)\n", " (2): Conv1d(32, 1, kernel_size=(1,), stride=(1,))\n", - " (3): Transpose(-1, -2)\n", + " (3): Transpose(dims=-1, -2).contiguous()\n", " (4): Reshape(bs, 2)\n", " ))" ] @@ -2410,12 +2405,12 @@ { "data": { "text/plain": [ - "(TensorBase(0.5439, grad_fn=),\n", + "(TensorBase(0.6870, grad_fn=),\n", " create_conv_lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Linear(in_features=10, out_features=6, bias=True)\n", " (2): Conv1d(32, 1, kernel_size=(1,), stride=(1,))\n", - " (3): Transpose(-1, -2)\n", + " (3): Transpose(dims=-1, -2).contiguous()\n", " (4): Reshape(bs, 2, 3)\n", " ))" ] @@ -2464,10 +2459,10 @@ " fd *= _d\n", " shape.append(_d)\n", " if n_out > 1: shape.append(n_out)\n", - " else: \n", + " else:\n", " fd = d\n", " shape = [d, n_out] if n_out > 1 else [d]\n", - " \n", + "\n", " layers = []\n", " if use_bn:\n", " layers += [nn.BatchNorm1d(n_in)]\n", @@ -2492,7 +2487,7 @@ " layers += [Reshape(*shape)]\n", "\n", " super().__init__(*layers)\n", - " \n", + "\n", "create_lin_nd_head = lin_nd_head\n", "lin_3d_head = lin_nd_head # included for backwards compatiblity\n", "create_lin_3d_head = lin_nd_head # included for backwards compatiblity" @@ -2527,7 +2522,7 @@ { "data": { "text/plain": [ - "(TensorBase(1.8360, grad_fn=),\n", + "(TensorBase(1.8153, grad_fn=),\n", " lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Reshape(bs)\n", @@ -2564,7 +2559,7 @@ { "data": { "text/plain": [ - "(TensorBase(1.7557, grad_fn=),\n", + "(TensorBase(1.8502, grad_fn=),\n", " lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Reshape(bs)\n", @@ -2601,7 +2596,7 @@ { "data": { "text/plain": [ - "(TensorBase(0.5978, grad_fn=),\n", + "(TensorBase(0.8992, grad_fn=),\n", " lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Reshape(bs)\n", @@ -2638,7 +2633,7 @@ { "data": { "text/plain": [ - "(TensorBase(0.8286, grad_fn=),\n", + "(TensorBase(0.8099, grad_fn=),\n", " lin_nd_head(\n", " (0): Dropout(p=0.5, inplace=False)\n", " (1): Reshape(bs)\n", @@ -2689,7 +2684,7 @@ " fd *= _d\n", " shape.append(_d)\n", " if n_out > 1: shape.append(n_out)\n", - " else: \n", + " else:\n", " fd = d\n", " shape = [d, n_out] if n_out > 1 else [d]\n", "\n", @@ -2752,7 +2747,7 @@ " fd *= _d\n", " shape.append(_d)\n", " if n_out > 1: shape.append(n_out)\n", - " else: \n", + " else:\n", " fd = d\n", " shape = [d, n_out] if n_out > 1 else [d]\n", "\n", @@ -2809,7 +2804,7 @@ " layers += [Conv(n_in, n_out, 1, **kwargs), Transpose(-1,-2)]\n", " if n_out == 1: layers += [Squeeze(-1)]\n", " super().__init__(*layers)\n", - " \n", + "\n", "conv_3d_head = create_conv_3d_head" ] }, @@ -2821,12 +2816,12 @@ { "data": { "text/plain": [ - "(TensorBase(1.7321, grad_fn=),\n", + "(TensorBase(1.6665, grad_fn=),\n", " create_conv_3d_head(\n", " (0): ConvBlock(\n", " (0): Conv1d(32, 5, kernel_size=(1,), stride=(1,))\n", " )\n", - " (1): Transpose(-1, -2)\n", + " (1): Transpose(dims=-1, -2).contiguous()\n", " ))" ] }, @@ -2858,12 +2853,12 @@ { "data": { "text/plain": [ - "(TensorBase(0.5833, grad_fn=),\n", + "(TensorBase(0.6966, grad_fn=),\n", " create_conv_3d_head(\n", " (0): ConvBlock(\n", " (0): Conv1d(32, 1, kernel_size=(1,), stride=(1,))\n", " )\n", - " (1): Transpose(-1, -2)\n", + " (1): Transpose(dims=-1, -2).contiguous()\n", " (2): Squeeze(dim=-1)\n", " ))" ] @@ -2897,7 +2892,7 @@ "#|export\n", "def universal_pool_head(n_in, c_out, seq_len, mult=2, pool_n_layers=2, pool_ln=True, pool_dropout=0.5, pool_act=nn.ReLU(),\n", " zero_init=True, bn=True, fc_dropout=0.):\n", - " return nn.Sequential(AdaptiveWeightedAvgPool1d(n_in, seq_len, n_layers=pool_n_layers, mult=mult, ln=pool_ln, dropout=pool_dropout, act=pool_act), \n", + " return nn.Sequential(AdaptiveWeightedAvgPool1d(n_in, seq_len, n_layers=pool_n_layers, mult=mult, ln=pool_ln, dropout=pool_dropout, act=pool_act),\n", " Reshape(), LinBnDrop(n_in, c_out, p=fc_dropout, bn=bn))" ] }, @@ -2923,7 +2918,7 @@ "outputs": [], "source": [ "#|export\n", - "heads = [mlp_head, fc_head, average_pool_head, max_pool_head, concat_pool_head, pool_plus_head, conv_head, rnn_head, \n", + "heads = [mlp_head, fc_head, average_pool_head, max_pool_head, concat_pool_head, pool_plus_head, conv_head, rnn_head,\n", " conv_lin_nd_head, lin_nd_head, conv_3d_head, attentional_pool_head, universal_pool_head, gwa_pool_head]" ] }, @@ -2958,15 +2953,15 @@ "c_out = 14\n", "d = 5\n", "t = torch.rand(bs, c_in, seq_len)\n", - "for head in heads: \n", + "for head in heads:\n", " print(head.__name__)\n", " if head.__name__ == \"create_conv_3d_head\":\n", " h = head(c_in, c_out, seq_len, seq_len)\n", " test_eq(h(t).shape, (bs, seq_len, c_out))\n", - " elif 'nd' in head.__name__: \n", + " elif 'nd' in head.__name__:\n", " h = head(c_in, c_out, seq_len, d)\n", " test_eq(h(t).shape, (bs, d, c_out))\n", - " else: \n", + " else:\n", " h = head(c_in, c_out, seq_len)\n", " test_eq(h(t).shape, (bs, c_out))" ] @@ -3031,7 +3026,7 @@ " scale = self.sigma * (x.detach() if self.is_relative_detach else x)\n", " sampled_noise = torch.empty(x.size(), device=x.device).normal_() * scale\n", " x = x + sampled_noise\n", - " return x " + " return x" ] }, { @@ -3167,11 +3162,11 @@ "source": [ "#|export\n", "class ScaledDotProductAttention(Module):\n", - " r\"\"\"Scaled Dot-Product Attention module (Attention is all you need by Vaswani et al., 2017) with optional residual attention from previous layer \n", - " (Realformer: Transformer likes residual attention by He et al, 2020) and locality self sttention (Vision Transformer for Small-Size Datasets \n", + " r\"\"\"Scaled Dot-Product Attention module (Attention is all you need by Vaswani et al., 2017) with optional residual attention from previous layer\n", + " (Realformer: Transformer likes residual attention by He et al, 2020) and locality self sttention (Vision Transformer for Small-Size Datasets\n", " by Lee et al, 2021)\"\"\"\n", "\n", - " def __init__(self, d_model, n_heads, attn_dropout=0., res_attention=False, lsa=False): \n", + " def __init__(self, d_model, n_heads, attn_dropout=0., res_attention=False, lsa=False):\n", " self.attn_dropout = nn.Dropout(attn_dropout)\n", " self.res_attention = res_attention\n", " head_dim = d_model // n_heads\n", @@ -3188,7 +3183,7 @@ " key_padding_mask: [bs x seq_len]\n", " attn_mask : [1 x seq_len x seq_len]\n", "\n", - " Output shape: \n", + " Output shape:\n", " output: [bs x n_heads x q_len x d_v]\n", " attn : [bs x n_heads x q_len x seq_len]\n", " scores : [bs x n_heads x q_len x seq_len]\n", @@ -3198,7 +3193,7 @@ " attn_scores = torch.matmul(q, k) * self.scale # attn_scores : [bs x n_heads x max_q_len x q_len]\n", "\n", " # Add pre-softmax attention scores from the previous layer (optional)\n", - " if prev is not None: attn_scores = attn_scores + prev \n", + " if prev is not None: attn_scores = attn_scores + prev\n", "\n", " # Attention mask (optional)\n", " if attn_mask is not None: # attn_mask with shape [q_len x seq_len] - only used when q_len == seq_len\n", @@ -3230,8 +3225,8 @@ { "data": { "text/plain": [ - "(tensor(1.3535e-10, grad_fn=),\n", - " tensor(1.0555, grad_fn=))" + "(tensor(-7.5748e-11, grad_fn=),\n", + " tensor(1.0723, grad_fn=))" ] }, "execution_count": null, @@ -3324,9 +3319,9 @@ " if V is None: V = Q\n", "\n", " # Linear (+ split in multiple heads)\n", - " q_s = self.W_Q(Q).view(bs, -1, self.n_heads, self.d_k).transpose(1,2) # q_s : [bs x n_heads x max_q_len x d_k]\n", - " k_s = self.W_K(K).view(bs, -1, self.n_heads, self.d_k).permute(0,2,3,1) # k_s : [bs x n_heads x d_k x q_len] - transpose(1,2) + transpose(2,3)\n", - " v_s = self.W_V(V).view(bs, -1, self.n_heads, self.d_v).transpose(1,2) # v_s : [bs x n_heads x q_len x d_v]\n", + " q_s = self.W_Q(Q).reshape(bs, -1, self.n_heads, self.d_k).transpose(1,2) # q_s : [bs x n_heads x max_q_len x d_k]\n", + " k_s = self.W_K(K).reshape(bs, -1, self.n_heads, self.d_k).permute(0,2,3,1) # k_s : [bs x n_heads x d_k x q_len] - transpose(1,2) + transpose(2,3)\n", + " v_s = self.W_V(V).reshape(bs, -1, self.n_heads, self.d_v).transpose(1,2) # v_s : [bs x n_heads x q_len x d_v]\n", "\n", " # Apply Scaled Dot-Product Attention (multiple heads)\n", " if self.res_attention:\n", @@ -3336,11 +3331,11 @@ " # output: [bs x n_heads x q_len x d_v], attn: [bs x n_heads x q_len x q_len], scores: [bs x n_heads x max_q_len x q_len]\n", "\n", " # back to the original inputs dimensions\n", - " output = output.transpose(1, 2).contiguous().view(bs, -1, self.n_heads * self.d_v) # output: [bs x q_len x n_heads * d_v]\n", + " output = output.transpose(1, 2).contiguous().reshape(bs, -1, self.n_heads * self.d_v) # output: [bs x q_len x n_heads * d_v]\n", " output = self.to_out(output)\n", "\n", " if self.res_attention: return output, attn_weights, attn_scores\n", - " else: return output, attn_weights " + " else: return output, attn_weights" ] }, { @@ -3367,7 +3362,7 @@ } ], "source": [ - "q = torch.rand([16, 3, 50, 8]) \n", + "q = torch.rand([16, 3, 50, 8])\n", "k = torch.rand([16, 3, 50, 8]).transpose(-1, -2)\n", "v = torch.rand([16, 3, 50, 6])\n", "attn_mask = torch.triu(torch.ones(50, 50)) # shape: q_len x q_len\n", @@ -3450,7 +3445,7 @@ "loss = output[:2, :].sum()\n", "test_eq(torch.isnan(loss).sum().item(), 0)\n", "loss.backward()\n", - "for n, p in mha.named_parameters(): \n", + "for n, p in mha.named_parameters():\n", " if p.grad is not None:\n", " test_eq(torch.isnan(p.grad).sum().item(), 0)" ] @@ -3472,7 +3467,7 @@ "loss = output[:2, :].sum()\n", "test_eq(torch.isnan(loss).sum().item(), 0)\n", "loss.backward()\n", - "for n, p in mha.named_parameters(): \n", + "for n, p in mha.named_parameters():\n", " if p.grad is not None:\n", " test_eq(torch.isnan(p.grad).sum().item(), 0)" ] @@ -3597,18 +3592,18 @@ " cat_n_embeds = listify(n_cat_embeds)\n", " if cat_padding_idxs is None: cat_padding_idxs = [None]\n", " else: cat_padding_idxs = listify(cat_padding_idxs)\n", - " if len(cat_padding_idxs) == 1 and len(cat_padding_idxs) < len(cat_n_embeds): \n", + " if len(cat_padding_idxs) == 1 and len(cat_padding_idxs) < len(cat_n_embeds):\n", " cat_padding_idxs = cat_padding_idxs * len(cat_n_embeds)\n", " assert len(cat_n_embeds) == len(cat_padding_idxs)\n", - " if cat_embed_dims is None: \n", + " if cat_embed_dims is None:\n", " cat_embed_dims = [emb_sz_rule(s) for s in cat_n_embeds]\n", " else:\n", " cat_embed_dims = listify(cat_embed_dims)\n", " if len(cat_embed_dims) == 1: cat_embed_dims = cat_embed_dims * len(cat_n_embeds)\n", " assert len(cat_embed_dims) == len(cat_n_embeds)\n", - " if cat_pos: \n", - " cat_pos = torch.as_tensor(listify(cat_pos)) \n", - " else: \n", + " if cat_pos:\n", + " cat_pos = torch.as_tensor(listify(cat_pos))\n", + " else:\n", " cat_pos = torch.arange(len(cat_n_embeds))\n", " self.register_buffer(\"cat_pos\", cat_pos)\n", " cont_pos = torch.tensor([p for p in torch.arange(c_in) if p not in self.cat_pos])\n", @@ -3684,9 +3679,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "/Users/nacho/notebooks/tsai/nbs/029_models.layers.ipynb couldn't be saved automatically. You should save it manually 👋\n", + "/Users/nacho/notebooks/tsai/nbs/029_models.layers.ipynb saved at 2025-01-20 10:23:58\n", "Correct notebook to script conversion! 😃\n", - "Thursday 08/06/23 19:24:22 CEST\n" + "Monday 20/01/25 10:24:01 CET\n" ] }, { diff --git a/nbs/069_models.TSSequencerPlus.ipynb b/nbs/069_models.TSSequencerPlus.ipynb index 56f6b5bc6..5f71ce661 100644 --- a/nbs/069_models.TSSequencerPlus.ipynb +++ b/nbs/069_models.TSSequencerPlus.ipynb @@ -44,11 +44,11 @@ "source": [ "#|export\n", "class _TSSequencerEncoderLayer(nn.Module):\n", - " def __init__(self, d_model:int, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0., \n", + " def __init__(self, d_model:int, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0.,\n", " mlp_ratio:int=1, lstm_bias:bool=True, act:str='gelu', pre_norm:bool=False):\n", " super().__init__()\n", " self.bilstm = nn.LSTM(q_len, q_len, num_layers=1, bidirectional=True, bias=lstm_bias)\n", - " self.dropout = nn.Dropout(lstm_dropout)\n", + " self.dropout = nn.Dropout(lstm_dropout) if lstm_dropout else nn.Identity()\n", " self.fc = nn.Linear(2 * q_len, q_len)\n", " self.lstm_norm = nn.LayerNorm(d_model)\n", " self.pwff = PositionwiseFeedForward(d_model, dropout=dropout, act=act, mlp_ratio=mlp_ratio)\n", @@ -75,7 +75,7 @@ "source": [ "#|export\n", "class _TSSequencerEncoder(nn.Module):\n", - " def __init__(self, d_model, depth:int=6, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0., \n", + " def __init__(self, d_model, depth:int=6, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0.,\n", " mlp_ratio:int=1, lstm_bias:bool=True, act:str='gelu', pre_norm:bool=False):\n", " super().__init__()\n", " dpr = [x.item() for x in torch.linspace(0, drop_path_rate, depth)]\n", @@ -101,22 +101,22 @@ "source": [ "#|export\n", "class _TSSequencerBackbone(Module):\n", - " def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str='gelu', \n", - " lstm_bias:bool=True, lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, \n", - " pre_norm:bool=False, use_token:bool=True, use_pe:bool=True, n_cat_embeds:Optional[list]=None, cat_embed_dims:Optional[list]=None, \n", - " cat_padding_idxs:Optional[list]=None, cat_pos:Optional[list]=None, feature_extractor:Optional[Callable]=None, \n", + " def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str='gelu',\n", + " lstm_bias:bool=True, lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1,\n", + " pre_norm:bool=False, use_token:bool=True, use_pe:bool=True, n_cat_embeds:Optional[list]=None, cat_embed_dims:Optional[list]=None,\n", + " cat_padding_idxs:Optional[list]=None, cat_pos:Optional[list]=None, feature_extractor:Optional[Callable]=None,\n", " token_size:int=None, tokenizer:Optional[Callable]=None):\n", "\n", " # Categorical embeddings\n", " if n_cat_embeds is not None:\n", " n_cat_embeds = listify(n_cat_embeds)\n", - " if cat_embed_dims is None: \n", + " if cat_embed_dims is None:\n", " cat_embed_dims = [emb_sz_rule(s) for s in n_cat_embeds]\n", " self.to_cat_embed = MultiEmbedding(c_in, n_cat_embeds, cat_embed_dims=cat_embed_dims, cat_padding_idxs=cat_padding_idxs, cat_pos=cat_pos)\n", " c_in, seq_len = output_size_calculator(self.to_cat_embed, c_in, seq_len)\n", " else:\n", " self.to_cat_embed = nn.Identity()\n", - " \n", + "\n", " # Sequence embedding\n", " if token_size is not None:\n", " self.tokenizer = SeqTokenizer(c_in, d_model, token_size)\n", @@ -125,7 +125,7 @@ " if isinstance(tokenizer, nn.Module): self.tokenizer = tokenizer\n", " else: self.tokenizer = tokenizer(c_in, d_model)\n", " c_in, seq_len = output_size_calculator(self.tokenizer, c_in, seq_len)\n", - " else: \n", + " else:\n", " self.tokenizer = nn.Identity()\n", "\n", " # Feature extractor\n", @@ -135,13 +135,13 @@ " c_in, seq_len = output_size_calculator(self.feature_extractor, c_in, seq_len)\n", " else:\n", " self.feature_extractor = nn.Identity()\n", - " \n", + "\n", " # Linear projection\n", " if token_size is None and tokenizer is None and feature_extractor is None:\n", " self.linear_proj = nn.Conv1d(c_in, d_model, 1)\n", " else:\n", " self.linear_proj = nn.Identity()\n", - " \n", + "\n", " self.transpose = Transpose(1,2)\n", "\n", " # Position embedding & token\n", @@ -150,10 +150,10 @@ " self.use_pe = use_pe\n", " self.cls_token = nn.Parameter(torch.zeros(1, 1, d_model))\n", " self.use_token = use_token\n", - " self.emb_dropout = nn.Dropout(dropout)\n", + " self.emb_dropout = nn.Dropout(dropout) if dropout else nn.Identity()\n", "\n", " # Encoder\n", - " self.encoder = _TSSequencerEncoder(d_model, depth=depth, q_len=seq_len + use_token, lstm_bias=lstm_bias, \n", + " self.encoder = _TSSequencerEncoder(d_model, depth=depth, q_len=seq_len + use_token, lstm_bias=lstm_bias,\n", " lstm_dropout=lstm_dropout, dropout=dropout,\n", " mlp_ratio=mlp_ratio, drop_path_rate=drop_path_rate, act=act, pre_norm=pre_norm)\n", "\n", @@ -161,19 +161,19 @@ "\n", " # Categorical embeddings\n", " x = self.to_cat_embed(x)\n", - " \n", + "\n", " # Sequence embedding\n", " x = self.tokenizer(x)\n", "\n", " # Feature extractor\n", " x = self.feature_extractor(x)\n", - " \n", + "\n", " # Linear projection\n", " x = self.linear_proj(x)\n", - " \n", + "\n", " # Position embedding & token\n", " x = self.transpose(x)\n", - " if self.use_pe: \n", + " if self.use_pe:\n", " x = x + self.pos_embed\n", " if self.use_token: # token is concatenated after position embedding so that embedding can be learned using self.supervised learning\n", " x = torch.cat((self.cls_token.expand(x.shape[0], -1, -1), x), dim=1)\n", @@ -181,7 +181,7 @@ "\n", " # Encoder\n", " x = self.encoder(x)\n", - " \n", + "\n", " # Output\n", " x = x.transpose(1,2)\n", " return x" @@ -208,7 +208,7 @@ " depth: number of blocks in the encoder.\n", " act: the activation function of positionwise feedforward layer.\n", " lstm_dropout: dropout rate applied to the lstm sublayer.\n", - " dropout: dropout applied to to the embedded sequence steps after position embeddings have been added and \n", + " dropout: dropout applied to to the embedded sequence steps after position embeddings have been added and\n", " to the mlp sublayer in the encoder.\n", " drop_path_rate: stochastic depth rate.\n", " mlp_ratio: ratio of mlp hidden dim to embedding dim.\n", @@ -224,38 +224,38 @@ " cat_pos: list with the position of the categorical variables in the input.\n", " token_size: Size of the embedding function used to reduce the sequence length (similar to ViT's patch size)\n", " tokenizer: nn.Module or callable that will be used to reduce the sequence length\n", - " feature_extractor: nn.Module or callable that will be used to preprocess the time series before \n", + " feature_extractor: nn.Module or callable that will be used to preprocess the time series before\n", " the embedding step. It is useful to extract features or resample the time series.\n", - " flatten: flag to indicate if the 3d logits will be flattened to 2d in the model's head if use_token is set to False. \n", + " flatten: flag to indicate if the 3d logits will be flattened to 2d in the model's head if use_token is set to False.\n", " If use_token is False and flatten is False, the model will apply a pooling layer.\n", - " concat_pool: if True the head begins with fastai's AdaptiveConcatPool2d if concat_pool=True; otherwise, it uses traditional average pooling. \n", + " concat_pool: if True the head begins with fastai's AdaptiveConcatPool2d if concat_pool=True; otherwise, it uses traditional average pooling.\n", " fc_dropout: dropout applied to the final fully connected layer.\n", " use_bn: flag that indicates if batchnorm will be applied to the head.\n", " bias_init: values used to initialized the output layer.\n", - " y_range: range of possible y values (used in regression tasks). \n", + " y_range: range of possible y values (used in regression tasks).\n", " custom_head: custom head that will be applied to the network. It must contain all kwargs (pass a partial function)\n", " verbose: flag to control verbosity of the model.\n", "\n", " Input:\n", " x: bs (batch size) x nvars (aka features, variables, dimensions, channels) x seq_len (aka time steps)\n", " \"\"\"\n", - " \n", + "\n", " def __init__(self, c_in:int, c_out:int, seq_len:int, d_model:int=128, depth:int=6, act:str='gelu',\n", - " lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, lstm_bias:bool=True, \n", - " pre_norm:bool=False, use_token:bool=False, use_pe:bool=True, \n", + " lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, lstm_bias:bool=True,\n", + " pre_norm:bool=False, use_token:bool=False, use_pe:bool=True,\n", " cat_pos:Optional[list]=None, n_cat_embeds:Optional[list]=None, cat_embed_dims:Optional[list]=None, cat_padding_idxs:Optional[list]=None,\n", - " token_size:int=None, tokenizer:Optional[Callable]=None, feature_extractor:Optional[Callable]=None, \n", - " flatten:bool=False, concat_pool:bool=True, fc_dropout:float=0., use_bn:bool=False, \n", + " token_size:int=None, tokenizer:Optional[Callable]=None, feature_extractor:Optional[Callable]=None,\n", + " flatten:bool=False, concat_pool:bool=True, fc_dropout:float=0., use_bn:bool=False,\n", " bias_init:Optional[Union[float, list]]=None, y_range:Optional[tuple]=None, custom_head:Optional[Callable]=None, verbose:bool=True,\n", " **kwargs):\n", "\n", - " if use_token and c_out == 1: \n", + " if use_token and c_out == 1:\n", " use_token = False\n", " pv(\"use_token set to False as c_out == 1\", verbose)\n", " backbone = _TSSequencerBackbone(c_in, seq_len, depth=depth, d_model=d_model, act=act,\n", - " lstm_dropout=lstm_dropout, dropout=dropout, drop_path_rate=drop_path_rate, \n", - " pre_norm=pre_norm, mlp_ratio=mlp_ratio, use_pe=use_pe, use_token=use_token, \n", - " n_cat_embeds=n_cat_embeds, cat_embed_dims=cat_embed_dims, cat_padding_idxs=cat_padding_idxs, cat_pos=cat_pos, \n", + " lstm_dropout=lstm_dropout, dropout=dropout, drop_path_rate=drop_path_rate,\n", + " pre_norm=pre_norm, mlp_ratio=mlp_ratio, use_pe=use_pe, use_token=use_token,\n", + " n_cat_embeds=n_cat_embeds, cat_embed_dims=cat_embed_dims, cat_padding_idxs=cat_padding_idxs, cat_pos=cat_pos,\n", " feature_extractor=feature_extractor, token_size=token_size, tokenizer=tokenizer)\n", "\n", " self.head_nf = d_model\n", @@ -269,7 +269,7 @@ " else:\n", " nf = d_model\n", " layers = []\n", - " if use_token: \n", + " if use_token:\n", " layers += [TokenLayer()]\n", " elif flatten:\n", " layers += [Reshape(-1)]\n", @@ -279,10 +279,10 @@ " layers = [GACP1d(1) if concat_pool else GAP1d(1)]\n", " if use_bn: layers += [nn.BatchNorm1d(nf)]\n", " if fc_dropout: layers += [nn.Dropout(fc_dropout)]\n", - " \n", + "\n", " # Last layer\n", " linear = nn.Linear(nf, c_out)\n", - " if bias_init is not None: \n", + " if bias_init is not None:\n", " if isinstance(bias_init, float): nn.init.constant_(linear.bias, bias_init)\n", " else: linear.bias = nn.Parameter(torch.as_tensor(bias_init, dtype=torch.float32))\n", " layers += [linear]\n", @@ -290,8 +290,8 @@ " if y_range: layers += [SigmoidRange(*y_range)]\n", " head = nn.Sequential(*layers)\n", " super().__init__(OrderedDict([('backbone', backbone), ('head', head)]))\n", - " \n", - " \n", + "\n", + "\n", "TSSequencer = TSSequencerPlus" ] }, @@ -403,7 +403,7 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -414,7 +414,7 @@ { "data": { "text/plain": [ - "TSTensor(samples:8, vars:3, len:5000, device=cpu, dtype=torch.float32)" + "TSTensor(samples:8, vars:3, len:5000, device=mps:0, dtype=torch.float32)" ] }, "execution_count": null, @@ -423,7 +423,7 @@ } ], "source": [ - "X = np.zeros((10, 3, 5000)) \n", + "X = np.zeros((10, 3, 5000))\n", "y = np.random.randint(0,2,X.shape[0])\n", "splits = get_splits(y)\n", "dls = get_ts_dls(X, y, splits=splits)\n", @@ -562,15 +562,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[W NNPACK.cpp:53] Could not initialize NNPACK! Reason: Unsupported hardware.\n" - ] - } - ], + "outputs": [], "source": [ "a = alphabet[np.random.randint(0,3,40)]\n", "b = ALPHABET[np.random.randint(6,10,40)]\n", @@ -663,9 +655,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "/Users/nacho/notebooks/tsai/nbs/069_models.TSSequencerPlus.ipynb saved at 2023-03-26 16:01:39\n", + "/Users/nacho/notebooks/tsai/nbs/069_models.TSSequencerPlus.ipynb saved at 2025-01-20 10:26:55\n", "Correct notebook to script conversion! 😃\n", - "Sunday 26/03/23 16:01:41 CEST\n" + "Monday 20/01/25 10:26:58 CET\n" ] }, { diff --git a/nbs/data/TSCategoricalEncoder.joblib b/nbs/data/TSCategoricalEncoder.joblib index 0aaef0a499bb319a3904ca10161e5ce4b4094336..7e1b5a1ac556a172fc79eae7ff0ce5b5859a11e0 100644 GIT binary patch delta 13 VcmX@XdXja+Jx0d($@dsv0RSi<1?K<& delta 11 TcmX@fdV+PsJ;urR8D9YaAMOQ+ diff --git a/nbs/data/TSMissingnessEncoder.joblib b/nbs/data/TSMissingnessEncoder.joblib index 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'data.mixed.html#mixeddataloader.get_idxs_copy', + 'tsai/data/mixed.py'), 'tsai.data.mixed.MixedDataLoader.new': ('data.mixed.html#mixeddataloader.new', 'tsai/data/mixed.py'), 'tsai.data.mixed.MixedDataLoader.one_batch': ( 'data.mixed.html#mixeddataloader.one_batch', 'tsai/data/mixed.py'), diff --git a/tsai/calibration.py b/tsai/calibration.py index 70f887c47..633a5770a 100644 --- a/tsai/calibration.py +++ b/tsai/calibration.py @@ -32,7 +32,7 @@ class TemperatureSetter(nn.Module): def __init__(self, model, lr=0.01, max_iter=1_000, line_search_fn=None, n_bins=10, verbose=True): super().__init__() self.model = ModelWithTemperature(model) if not hasattr(model, 'temperature_scale') else model - self.lr, self.max_iter, self.line_search_fn, self.n_bins, self.verbose = lr, max_iter, line_search_fn, n_bins, verbose + self.lr, self.max_iter, self.line_search_fn, self.n_bins, self.verbose = lr, max_iter, line_search_fn, n_bins, verbose self.nll_criterion = CrossEntropyLossFlat() self.ece_criterion = ECELoss(n_bins) @@ -134,11 +134,11 @@ def plot_calibration_curve(labels, logits, cal_logits=None, figsize=(6,6), n_bin # %% ../nbs/021_calibration.ipynb 6 @patch -def calibrate_model(self:Learner, X=None, y=None, lr=1e-2, max_iter=10_000, line_search_fn=None, n_bins=10, strategy='uniform', +def calibrate_model(self:Learner, X=None, y=None, lr=1e-2, max_iter=10_000, line_search_fn=None, n_bins=10, strategy='uniform', show_plot=True, figsize=(6,6), verbose=True): - if X is not None and y is not None: + if X is not None and y is not None: dl = self.dls.valid.new_dl(X, y) - else: + else: dl = self.dls.valid assert dl.c == 2, "calibrate_model is only available for binary classification tasks" temp_setter = TemperatureSetter(self.model, lr=lr, max_iter=max_iter, line_search_fn=line_search_fn, n_bins=n_bins, verbose=verbose) diff --git a/tsai/data/mixed.py b/tsai/data/mixed.py index 5281caa04..d04ed60ae 100644 --- a/tsai/data/mixed.py +++ b/tsai/data/mixed.py @@ -34,6 +34,8 @@ def __init__(self, *loaders, path='.', shuffle=False, device=None, bs=None): if hasattr(dl, 'split_idxs'): self.split_idxs = dl.split_idxs dl.bs = self.bs + if i > 0 and hasattr(dl, 'get_idxs'): + dl.get_idxs = self.get_idxs_copy dl.shuffle_fn = self.shuffle_fn if self.c is None and hasattr(dl, "c"): self.c = dl.c @@ -84,6 +86,9 @@ def _get_idxs(self): outs += L(b[n_inp:]) self.y_idxs = self._get_vals(outs) + def get_idxs_copy(self): + return self.loaders[0].get_idxs() + def __iter__(self): z = zip(*[_loaders[i.fake_l.num_workers == 0](i.fake_l) for i in self.loaders]) diff --git a/tsai/imports.py b/tsai/imports.py index 6d4f65abb..a8da175aa 100644 --- a/tsai/imports.py +++ b/tsai/imports.py @@ -333,6 +333,7 @@ def _has_mps(): def default_device(use=-1): "Return or set default device; `use_cuda`: -1 - CUDA/mps if available; True - error if not available; False - CPU" + # return torch.device("cpu") if use == -1: use = defaults.use_cuda else: diff --git a/tsai/models/TSSequencerPlus.py b/tsai/models/TSSequencerPlus.py index 691b04c56..7761fe508 100644 --- a/tsai/models/TSSequencerPlus.py +++ b/tsai/models/TSSequencerPlus.py @@ -11,11 +11,11 @@ # %% ../../nbs/069_models.TSSequencerPlus.ipynb 4 class _TSSequencerEncoderLayer(nn.Module): - def __init__(self, d_model:int, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0., + def __init__(self, d_model:int, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0., mlp_ratio:int=1, lstm_bias:bool=True, act:str='gelu', pre_norm:bool=False): super().__init__() self.bilstm = nn.LSTM(q_len, q_len, num_layers=1, bidirectional=True, bias=lstm_bias) - self.dropout = nn.Dropout(lstm_dropout) + self.dropout = nn.Dropout(lstm_dropout) if lstm_dropout else nn.Identity() self.fc = nn.Linear(2 * q_len, q_len) self.lstm_norm = nn.LayerNorm(d_model) self.pwff = PositionwiseFeedForward(d_model, dropout=dropout, act=act, mlp_ratio=mlp_ratio) @@ -35,7 +35,7 @@ def forward(self, x): # %% ../../nbs/069_models.TSSequencerPlus.ipynb 5 class _TSSequencerEncoder(nn.Module): - def __init__(self, d_model, depth:int=6, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0., + def __init__(self, d_model, depth:int=6, q_len:int=None, lstm_dropout:float=0., dropout:float=0, drop_path_rate:float=0., mlp_ratio:int=1, lstm_bias:bool=True, act:str='gelu', pre_norm:bool=False): super().__init__() dpr = [x.item() for x in torch.linspace(0, drop_path_rate, depth)] @@ -54,22 +54,22 @@ def forward(self, x): # %% ../../nbs/069_models.TSSequencerPlus.ipynb 6 class _TSSequencerBackbone(Module): - def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str='gelu', - lstm_bias:bool=True, lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, - pre_norm:bool=False, use_token:bool=True, use_pe:bool=True, n_cat_embeds:Optional[list]=None, cat_embed_dims:Optional[list]=None, - cat_padding_idxs:Optional[list]=None, cat_pos:Optional[list]=None, feature_extractor:Optional[Callable]=None, + def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str='gelu', + lstm_bias:bool=True, lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, + pre_norm:bool=False, use_token:bool=True, use_pe:bool=True, n_cat_embeds:Optional[list]=None, cat_embed_dims:Optional[list]=None, + cat_padding_idxs:Optional[list]=None, cat_pos:Optional[list]=None, feature_extractor:Optional[Callable]=None, token_size:int=None, tokenizer:Optional[Callable]=None): # Categorical embeddings if n_cat_embeds is not None: n_cat_embeds = listify(n_cat_embeds) - if cat_embed_dims is None: + if cat_embed_dims is None: cat_embed_dims = [emb_sz_rule(s) for s in n_cat_embeds] self.to_cat_embed = MultiEmbedding(c_in, n_cat_embeds, cat_embed_dims=cat_embed_dims, cat_padding_idxs=cat_padding_idxs, cat_pos=cat_pos) c_in, seq_len = output_size_calculator(self.to_cat_embed, c_in, seq_len) else: self.to_cat_embed = nn.Identity() - + # Sequence embedding if token_size is not None: self.tokenizer = SeqTokenizer(c_in, d_model, token_size) @@ -78,7 +78,7 @@ def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str= if isinstance(tokenizer, nn.Module): self.tokenizer = tokenizer else: self.tokenizer = tokenizer(c_in, d_model) c_in, seq_len = output_size_calculator(self.tokenizer, c_in, seq_len) - else: + else: self.tokenizer = nn.Identity() # Feature extractor @@ -88,13 +88,13 @@ def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str= c_in, seq_len = output_size_calculator(self.feature_extractor, c_in, seq_len) else: self.feature_extractor = nn.Identity() - + # Linear projection if token_size is None and tokenizer is None and feature_extractor is None: self.linear_proj = nn.Conv1d(c_in, d_model, 1) else: self.linear_proj = nn.Identity() - + self.transpose = Transpose(1,2) # Position embedding & token @@ -103,10 +103,10 @@ def __init__(self, c_in:int, seq_len:int, depth:int=6, d_model:int=128, act:str= self.use_pe = use_pe self.cls_token = nn.Parameter(torch.zeros(1, 1, d_model)) self.use_token = use_token - self.emb_dropout = nn.Dropout(dropout) + self.emb_dropout = nn.Dropout(dropout) if dropout else nn.Identity() # Encoder - self.encoder = _TSSequencerEncoder(d_model, depth=depth, q_len=seq_len + use_token, lstm_bias=lstm_bias, + self.encoder = _TSSequencerEncoder(d_model, depth=depth, q_len=seq_len + use_token, lstm_bias=lstm_bias, lstm_dropout=lstm_dropout, dropout=dropout, mlp_ratio=mlp_ratio, drop_path_rate=drop_path_rate, act=act, pre_norm=pre_norm) @@ -114,19 +114,19 @@ def forward(self, x): # Categorical embeddings x = self.to_cat_embed(x) - + # Sequence embedding x = self.tokenizer(x) # Feature extractor x = self.feature_extractor(x) - + # Linear projection x = self.linear_proj(x) - + # Position embedding & token x = self.transpose(x) - if self.use_pe: + if self.use_pe: x = x + self.pos_embed if self.use_token: # token is concatenated after position embedding so that embedding can be learned using self.supervised learning x = torch.cat((self.cls_token.expand(x.shape[0], -1, -1), x), dim=1) @@ -134,7 +134,7 @@ def forward(self, x): # Encoder x = self.encoder(x) - + # Output x = x.transpose(1,2) return x @@ -154,7 +154,7 @@ class TSSequencerPlus(nn.Sequential): depth: number of blocks in the encoder. act: the activation function of positionwise feedforward layer. lstm_dropout: dropout rate applied to the lstm sublayer. - dropout: dropout applied to to the embedded sequence steps after position embeddings have been added and + dropout: dropout applied to to the embedded sequence steps after position embeddings have been added and to the mlp sublayer in the encoder. drop_path_rate: stochastic depth rate. mlp_ratio: ratio of mlp hidden dim to embedding dim. @@ -170,38 +170,38 @@ class TSSequencerPlus(nn.Sequential): cat_pos: list with the position of the categorical variables in the input. token_size: Size of the embedding function used to reduce the sequence length (similar to ViT's patch size) tokenizer: nn.Module or callable that will be used to reduce the sequence length - feature_extractor: nn.Module or callable that will be used to preprocess the time series before + feature_extractor: nn.Module or callable that will be used to preprocess the time series before the embedding step. It is useful to extract features or resample the time series. - flatten: flag to indicate if the 3d logits will be flattened to 2d in the model's head if use_token is set to False. + flatten: flag to indicate if the 3d logits will be flattened to 2d in the model's head if use_token is set to False. If use_token is False and flatten is False, the model will apply a pooling layer. - concat_pool: if True the head begins with fastai's AdaptiveConcatPool2d if concat_pool=True; otherwise, it uses traditional average pooling. + concat_pool: if True the head begins with fastai's AdaptiveConcatPool2d if concat_pool=True; otherwise, it uses traditional average pooling. fc_dropout: dropout applied to the final fully connected layer. use_bn: flag that indicates if batchnorm will be applied to the head. bias_init: values used to initialized the output layer. - y_range: range of possible y values (used in regression tasks). + y_range: range of possible y values (used in regression tasks). custom_head: custom head that will be applied to the network. It must contain all kwargs (pass a partial function) verbose: flag to control verbosity of the model. Input: x: bs (batch size) x nvars (aka features, variables, dimensions, channels) x seq_len (aka time steps) """ - + def __init__(self, c_in:int, c_out:int, seq_len:int, d_model:int=128, depth:int=6, act:str='gelu', - lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, lstm_bias:bool=True, - pre_norm:bool=False, use_token:bool=False, use_pe:bool=True, + lstm_dropout:float=0., dropout:float=0., drop_path_rate:float=0., mlp_ratio:int=1, lstm_bias:bool=True, + pre_norm:bool=False, use_token:bool=False, use_pe:bool=True, cat_pos:Optional[list]=None, n_cat_embeds:Optional[list]=None, cat_embed_dims:Optional[list]=None, cat_padding_idxs:Optional[list]=None, - token_size:int=None, tokenizer:Optional[Callable]=None, feature_extractor:Optional[Callable]=None, - flatten:bool=False, concat_pool:bool=True, fc_dropout:float=0., use_bn:bool=False, + token_size:int=None, tokenizer:Optional[Callable]=None, feature_extractor:Optional[Callable]=None, + flatten:bool=False, concat_pool:bool=True, fc_dropout:float=0., use_bn:bool=False, bias_init:Optional[Union[float, list]]=None, y_range:Optional[tuple]=None, custom_head:Optional[Callable]=None, verbose:bool=True, **kwargs): - if use_token and c_out == 1: + if use_token and c_out == 1: use_token = False pv("use_token set to False as c_out == 1", verbose) backbone = _TSSequencerBackbone(c_in, seq_len, depth=depth, d_model=d_model, act=act, - lstm_dropout=lstm_dropout, dropout=dropout, drop_path_rate=drop_path_rate, - pre_norm=pre_norm, mlp_ratio=mlp_ratio, use_pe=use_pe, use_token=use_token, - n_cat_embeds=n_cat_embeds, cat_embed_dims=cat_embed_dims, cat_padding_idxs=cat_padding_idxs, cat_pos=cat_pos, + lstm_dropout=lstm_dropout, dropout=dropout, drop_path_rate=drop_path_rate, + pre_norm=pre_norm, mlp_ratio=mlp_ratio, use_pe=use_pe, use_token=use_token, + n_cat_embeds=n_cat_embeds, cat_embed_dims=cat_embed_dims, cat_padding_idxs=cat_padding_idxs, cat_pos=cat_pos, feature_extractor=feature_extractor, token_size=token_size, tokenizer=tokenizer) self.head_nf = d_model @@ -215,7 +215,7 @@ def __init__(self, c_in:int, c_out:int, seq_len:int, d_model:int=128, depth:int= else: nf = d_model layers = [] - if use_token: + if use_token: layers += [TokenLayer()] elif flatten: layers += [Reshape(-1)] @@ -225,10 +225,10 @@ def __init__(self, c_in:int, c_out:int, seq_len:int, d_model:int=128, depth:int= layers = [GACP1d(1) if concat_pool else GAP1d(1)] if use_bn: layers += [nn.BatchNorm1d(nf)] if fc_dropout: layers += [nn.Dropout(fc_dropout)] - + # Last layer linear = nn.Linear(nf, c_out) - if bias_init is not None: + if bias_init is not None: if isinstance(bias_init, float): nn.init.constant_(linear.bias, bias_init) else: linear.bias = nn.Parameter(torch.as_tensor(bias_init, dtype=torch.float32)) layers += [linear] @@ -236,6 +236,6 @@ def __init__(self, c_in:int, c_out:int, seq_len:int, d_model:int=128, depth:int= if y_range: layers += [SigmoidRange(*y_range)] head = nn.Sequential(*layers) super().__init__(OrderedDict([('backbone', backbone), ('head', head)])) - - + + TSSequencer = TSSequencerPlus diff --git a/tsai/models/layers.py b/tsai/models/layers.py index 6baf9f92a..f50833519 100644 --- a/tsai/models/layers.py +++ b/tsai/models/layers.py @@ -44,7 +44,7 @@ def test_module_to_torchscript( verbose:bool=True, # If `True`, prints detailed information about the tracing and scripting process. Defaults to `True`. ): "Tests if a PyTorch module can be correctly traced or scripted and serialized" - + m = m.eval() m_name = m.__class__.__name__ @@ -104,16 +104,16 @@ def test_module_to_torchscript( # %% ../../nbs/029_models.layers.ipynb 6 def init_lin_zero(m): - if isinstance(m, (nn.Linear)): + if isinstance(m, (nn.Linear)): if getattr(m, 'bias', None) is not None: nn.init.constant_(m.bias, 0) nn.init.constant_(m.weight, 0) for l in m.children(): init_lin_zero(l) - + lin_zero_init = init_lin_zero # %% ../../nbs/029_models.layers.ipynb 7 class SwishBeta(Module): - def __multiinit__(self, beta=1.): + def __multiinit__(self, beta=1.): self.sigmoid = torch.sigmoid self.beta = nn.Parameter(torch.Tensor(1).fill_(beta)) def forward(self, x): return x.mul(self.sigmoid(x*self.beta)) @@ -122,7 +122,7 @@ def forward(self, x): return x.mul(self.sigmoid(x*self.beta)) class SmeLU(nn.Module): "Smooth ReLU activation function based on https://arxiv.org/pdf/2202.06499.pdf" - def __init__(self, + def __init__(self, beta: float = 2. # Beta value ) -> None: super().__init__() @@ -136,7 +136,7 @@ class Chomp1d(nn.Module): def __init__(self, chomp_size): super(Chomp1d, self).__init__() self.chomp_size = chomp_size - + def forward(self, x): return x[:, :, :-self.chomp_size].contiguous() @@ -151,7 +151,7 @@ class Pad1d(nn.ConstantPad1d): def __init__(self, padding, value=0.): super().__init__(padding, value) - + # @delegates(nn.Conv1d.__init__) class SameConv1d(Module): "Conv1d with padding='same'" @@ -198,15 +198,15 @@ def __init__(self, ni, nf, ks=(3, 3), stride=(1, 1), dilation=(1, 1), **kwargs): def forward(self, x): self.padding = same_padding2d(x.shape[-2], x.shape[-1], self.ks, dilation=self.dilation) #stride=self.stride not used in padding calculation! return self.conv2d_same(self.pad(self.padding)(x)) - - + + # @delegates(nn.Conv2d.__init__) def Conv2d(ni, nf, kernel_size=None, ks=None, stride=1, padding='same', dilation=1, init='auto', bias_std=0.01, **kwargs): "conv1d layer with padding='same', 'valid', or any integer (defaults to 'same')" assert not (kernel_size and ks), 'use kernel_size or ks but not both simultaneously' assert kernel_size is not None or ks is not None, 'you need to pass a ks' kernel_size = kernel_size or ks - if padding == 'same': + if padding == 'same': conv = Conv2dSame(ni, nf, kernel_size, stride=stride, dilation=dilation, **kwargs) elif padding == 'valid': conv = nn.Conv2d(ni, nf, kernel_size, stride=stride, padding=0, dilation=dilation, **kwargs) else: conv = nn.Conv2d(ni, nf, kernel_size, stride=stride, padding=padding, dilation=dilation, **kwargs) @@ -228,8 +228,8 @@ def Conv1d(ni, nf, kernel_size=None, ks=None, stride=1, padding='same', dilation assert not (kernel_size and ks), 'use kernel_size or ks but not both simultaneously' assert kernel_size is not None or ks is not None, 'you need to pass a ks' kernel_size = kernel_size or ks - if padding == 'same': - if kernel_size%2==1: + if padding == 'same': + if kernel_size%2==1: conv = nn.Conv1d(ni, nf, kernel_size, stride=stride, padding=kernel_size//2 * dilation, dilation=dilation, **kwargs) else: conv = SameConv1d(ni, nf, kernel_size, stride=stride, dilation=dilation, **kwargs) @@ -245,10 +245,10 @@ def __init__(self, ni, nf, ks, stride=1, padding='same', dilation=1, bias=True, self.depthwise_conv = Conv1d(ni, ni, ks, stride=stride, padding=padding, dilation=dilation, groups=ni, bias=bias) self.pointwise_conv = nn.Conv1d(ni, nf, 1, stride=1, padding=0, dilation=1, groups=1, bias=bias) if bias: - if bias_std != 0: + if bias_std != 0: normal_(self.depthwise_conv.bias, 0, bias_std) normal_(self.pointwise_conv.bias, 0, bias_std) - else: + else: self.depthwise_conv.bias.data.zero_() self.pointwise_conv.bias.data.zero_() @@ -286,7 +286,7 @@ def __init__(self, ni, nf, kernel_size=None, ks=3, stride=1, padding='same', bia if norm_type==NormType.Weight: conv = weight_norm(conv) elif norm_type==NormType.Spectral: conv = spectral_norm(conv) layers += [conv] - act_bn = [] + act_bn = [] if act is not None: act_bn.append(act) if bn: act_bn.append(BatchNorm(nf, norm_type=norm_type, ndim=ndim)) if inn: act_bn.append(InstanceNorm(nf, norm_type=norm_type, ndim=ndim)) @@ -294,8 +294,8 @@ def __init__(self, ni, nf, kernel_size=None, ks=3, stride=1, padding='same', bia if dropout: layers += [nn.Dropout(dropout)] layers += act_bn if xtra: layers.append(xtra) - super().__init__(*layers) - + super().__init__(*layers) + Conv = named_partial('Conv', ConvBlock, norm=None, act=None) ConvBN = named_partial('ConvBN', ConvBlock, norm='Batch', act=None) CoordConv = named_partial('CoordConv', ConvBlock, norm=None, act=None, coord=True) @@ -335,7 +335,7 @@ def SEModule1d(ni, reduction=16, act=nn.ReLU, act_kwargs={}): "Squeeze and excitation module for 1d" nf = math.ceil(ni//reduction/8)*8 assert nf != 0, 'nf cannot be 0' - return SequentialEx(nn.AdaptiveAvgPool1d(1), + return SequentialEx(nn.AdaptiveAvgPool1d(1), ConvBlock(ni, nf, ks=1, norm=None, act=act, act_kwargs=act_kwargs), ConvBlock(nf, ni, ks=1, norm=None, act=nn.Sigmoid), ProdLayer()) @@ -396,88 +396,89 @@ class Unfold(Module): def __init__(self, dim, size, step=1): self.dim, self.size, self.step = dim, size, step def forward(self, x:Tensor) -> Tensor: return x.unfold(dimension=self.dim, size=self.size, step=self.step) def __repr__(self): return f"{self.__class__.__name__}(dim={self.dim}, size={self.size}, step={self.step})" - - + + class Permute(Module): def __init__(self, *dims): self.dims = dims def forward(self, x:Tensor) -> Tensor: return x.permute(self.dims) def __repr__(self): return f"{self.__class__.__name__}(dims={', '.join([str(d) for d in self.dims])})" - - + + class Transpose(Module): - def __init__(self, *dims, contiguous=False): self.dims, self.contiguous = dims, contiguous - def forward(self, x): + def __init__(self, *dims, contiguous=True): self.dims, self.contiguous = dims, contiguous + def forward(self, x): + x = x.contiguous() if self.contiguous: return x.transpose(*self.dims).contiguous() else: return x.transpose(*self.dims) - def __repr__(self): + def __repr__(self): if self.contiguous: return f"{self.__class__.__name__}(dims={', '.join([str(d) for d in self.dims])}).contiguous()" else: return f"{self.__class__.__name__}({', '.join([str(d) for d in self.dims])})" - - + + class View(Module): def __init__(self, *shape): self.shape = shape - def forward(self, x): + def forward(self, x): return x.view(x.shape[0], -1).contiguous() if not self.shape else x.view(-1).contiguous() if self.shape == (-1,) else \ x.view(x.shape[0], *self.shape).contiguous() def __repr__(self): return f"{self.__class__.__name__}({', '.join(['bs'] + [str(s) for s in self.shape])})" - - + + class Reshape(Module): def __init__(self, *shape): self.shape = shape def forward(self, x): - return x.reshape(x.shape[0], -1) if not self.shape else x.reshape(-1) if self.shape == (-1,) else x.reshape(x.shape[0], *self.shape) + return x.contiguous().reshape(x.shape[0], -1) if not self.shape else x.contiguous().reshape(-1) if self.shape == (-1,) else x.contiguous().reshape(x.shape[0], *self.shape) def __repr__(self): return f"{self.__class__.__name__}({', '.join(['bs'] + [str(s) for s in self.shape])})" - - + + class Max(Module): def __init__(self, dim=None, keepdim=False): self.dim, self.keepdim = dim, keepdim def forward(self, x): return x.max(self.dim, keepdim=self.keepdim)[0] def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim}, keepdim={self.keepdim})' - + class LastStep(Module): def forward(self, x): return x[..., -1] def __repr__(self): return f'{self.__class__.__name__}()' - - + + class SoftMax(Module): "SoftMax layer" def __init__(self, dim=-1): self.dim = dim def forward(self, x): return F.softmax(x, dim=self.dim) - def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})' - + def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})' + class Clamp(Module): def __init__(self, min=None, max=None): self.min, self.max = min, max def forward(self, x): return x.clamp(min=self.min, max=self.max) - def __repr__(self): return f'{self.__class__.__name__}(min={self.min}, max={self.max})' - - + def __repr__(self): return f'{self.__class__.__name__}(min={self.min}, max={self.max})' + + class Clip(Module): def __init__(self, min=None, max=None): self.min, self.max = min, max - + def forward(self, x): if self.min is not None: x = torch.maximum(x, self.min) if self.max is not None: x = torch.minimum(x, self.max) return x - def __repr__(self): return f'{self.__class__.__name__}()' - - + def __repr__(self): return f'{self.__class__.__name__}()' + + class ReZero(Module): def __init__(self, module): self.module = module self.alpha = nn.Parameter(torch.zeros(1)) def forward(self, x): return x + self.alpha * self.module(x) - - + + Noop = nn.Sequential() # %% ../../nbs/029_models.layers.ipynb 38 @@ -514,7 +515,7 @@ def forward(self, x): class Sequential(nn.Sequential): """Class that allows you to pass one or multiple inputs""" def forward(self, *x): - for i, module in enumerate(self._modules.values()): + for i, module in enumerate(self._modules.values()): x = module(*x) if isinstance(x, (list, tuple, L)) else module(x) return x @@ -531,15 +532,15 @@ def forward(self, x): return self.module(x) # Squash samples and timesteps into a single axis - x_reshape = x.contiguous().view(-1, x.size(-1)) # (samples * timesteps, input_size) + x_reshape = x.contiguous().reshape(-1, x.size(-1)) # (samples * timesteps, input_size) y = self.module(x_reshape) # We have to reshape Y if self.batch_first: - y = y.contiguous().view(x.size(0), -1, y.size(-1)) # (samples, timesteps, output_size) + y = y.contiguous().reshape(x.size(0), -1, y.size(-1)) # (samples, timesteps, output_size) else: - y = y.view(-1, x.size(1), y.size(-1)) # (timesteps, samples, output_size) + y = y.reshape(-1, x.size(1), y.size(-1)) # (timesteps, samples, output_size) return y @@ -581,8 +582,8 @@ def __init__(self, n_classes=1, dirichlet=False): def forward(self, x): if self.log_softmax: x = F.log_softmax(x, dim=-1) return self.ms(x) - - + + def get_calibrator(calibrator=None, n_classes=1, **kwargs): if calibrator is None or not calibrator: return noop elif calibrator.lower() == 'temp': return Temp_Scale(dirichlet=False, **kwargs) @@ -600,27 +601,27 @@ def __init__(self, class_priors): self.class_priors = class_priors def forward(self, x): return x.add(self.class_priors) - + LogitAdjLayer = LogitAdjustmentLayer # %% ../../nbs/029_models.layers.ipynb 51 class PPV(Module): - def __init__(self, dim=-1): + def __init__(self, dim=-1): self.dim = dim - def forward(self, x): + def forward(self, x): return torch.gt(x, 0).sum(dim=self.dim).float() / x.shape[self.dim] def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})' - + class PPAuc(Module): - def __init__(self, dim=-1): + def __init__(self, dim=-1): self.dim = dim - def forward(self, x): + def forward(self, x): x = F.relu(x).sum(self.dim) / (abs(x).sum(self.dim) + 1e-8) return x def __repr__(self): return f'{self.__class__.__name__}(dim={self.dim})' - - + + class MaxPPVPool1d(Module): "Drop-in replacement for AdaptiveConcatPool1d - multiplies nf by 2" def forward(self, x): @@ -631,8 +632,8 @@ def forward(self, x): # %% ../../nbs/029_models.layers.ipynb 53 class AdaptiveWeightedAvgPool1d(Module): '''Global Pooling layer that performs a weighted average along the temporal axis - - It can be considered as a channel-wise form of local temporal attention. Inspired by the paper: + + It can be considered as a channel-wise form of local temporal attention. Inspired by the paper: Hyun, J., Seong, H., & Kim, E. (2019). Universal Pooling--A New Pooling Method for Convolutional Neural Networks. arXiv preprint arXiv:1907.11440.''' def __init__(self, n_in, seq_len, mult=2, n_layers=2, ln=False, dropout=0.5, act=nn.ReLU(), zero_init=True): @@ -641,7 +642,7 @@ def __init__(self, n_in, seq_len, mult=2, n_layers=2, ln=False, dropout=0.5, act inp_mult = mult if i > 0 else 1 out_mult = mult if i < n_layers -1 else 1 p = dropout[i] if is_listy(dropout) else dropout - layers.append(LinLnDrop(seq_len * inp_mult, seq_len * out_mult, ln=False, p=p, + layers.append(LinLnDrop(seq_len * inp_mult, seq_len * out_mult, ln=False, p=p, act=act if i < n_layers-1 and n_layers > 1 else None)) self.layers = layers self.softmax = SoftMax(-1) @@ -661,8 +662,8 @@ def __init__(self, output_size=1): self.flatten = Reshape() def forward(self, x): return self.flatten(self.gap(x)) - - + + class GACP1d(Module): "Global AdaptiveConcatPool + Flatten" def __init__(self, output_size=1): @@ -670,7 +671,7 @@ def __init__(self, output_size=1): self.flatten = Reshape() def forward(self, x): return self.flatten(self.gacp(x)) - + class GAWP1d(Module): "Global AdaptiveWeightedAvgPool1d + Flatten" @@ -682,13 +683,13 @@ def forward(self, x): # %% ../../nbs/029_models.layers.ipynb 55 class GlobalWeightedAveragePool1d(Module): - """ Global Weighted Average Pooling layer - + """ Global Weighted Average Pooling layer + Inspired by Building Efficient CNN Architecture for Offline Handwritten Chinese Character Recognition https://arxiv.org/pdf/1804.01259.pdf """ - - def __init__(self, n_in, seq_len): + + def __init__(self, n_in, seq_len): self.weight = nn.Parameter(torch.ones(1, n_in, seq_len)) self.bias = nn.Parameter(torch.zeros(1, n_in, seq_len)) @@ -704,26 +705,26 @@ def gwa_pool_head(n_in, c_out, seq_len, bn=True, fc_dropout=0.): # %% ../../nbs/029_models.layers.ipynb 57 class AttentionalPool1d(Module): """Global Adaptive Pooling layer inspired by Attentional Pooling for Action Recognition https://arxiv.org/abs/1711.01467""" - def __init__(self, n_in, c_out, bn=False): + def __init__(self, n_in, c_out, bn=False): store_attr() self.bn = nn.BatchNorm1d(n_in) if bn else None self.conv1 = Conv1d(n_in, 1, 1) self.conv2 = Conv1d(n_in, c_out, 1) def forward(self, x): - if self.bn is not None: x = self.bn(x) + if self.bn is not None: x = self.bn(x) return (self.conv1(x) @ self.conv2(x).transpose(1,2)).transpose(1,2) - + class GAttP1d(nn.Sequential): def __init__(self, n_in, c_out, bn=False): super().__init__(AttentionalPool1d(n_in, c_out, bn=bn), Reshape()) - + def attentional_pool_head(n_in, c_out, seq_len=None, bn=True, **kwargs): return nn.Sequential(AttentionalPool1d(n_in, c_out, bn=bn, **kwargs), Reshape()) # %% ../../nbs/029_models.layers.ipynb 60 class PoolingLayer(Module): - def __init__(self, method='cls', seq_len=None, token=True, seq_last=True): + def __init__(self, method='cls', seq_len=None, token=True, seq_last=True): method = method.lower() assert method in ['cls', 'max', 'mean', 'max-mean', 'linear', 'conv1d', 'flatten'] if method == 'cls': assert token, 'you can only choose method=cls if a token exists' @@ -733,11 +734,11 @@ def __init__(self, method='cls', seq_len=None, token=True, seq_last=True): if method == 'linear' or method == 'conv1d': self.linear = nn.Linear(seq_len - token, 1) - def forward(self, x): + def forward(self, x): if self.method == 'cls': return x[..., 0] if self.seq_last else x[:, 0] if self.token: - x = x[..., 1:] if self.seq_last else x[:, 1:] + x = x[..., 1:] if self.seq_last else x[:, 1:] if self.method == 'max': return torch.max(x, -1)[0] if self.seq_last else torch.max(x, 1)[0] elif self.method == 'mean': @@ -749,7 +750,7 @@ def forward(self, x): return x.flatten(1) elif self.method == 'linear' or self.method == 'conv1d': return self.linear(x)[...,0] if self.seq_last else self.linear(x.transpose(1,2))[...,0] - + def __repr__(self): return f"{self.__class__.__name__}(method={self.method}, token={self.token}, seq_last={self.seq_last})" # %% ../../nbs/029_models.layers.ipynb 63 @@ -779,8 +780,8 @@ def get_act_fn(act, **act_kwargs): class RevIN(nn.Module): """ Reversible Instance Normalization layer adapted from - Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September). - Reversible instance normalization for accurate time-series forecasting against distribution shift. + Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September). + Reversible instance normalization for accurate time-series forecasting against distribution shift. In International Conference on Learning Representations. Original code: https://github.com/ts-kim/RevIN """ @@ -797,20 +798,20 @@ def __init__(self, if self.affine: self.weight = nn.Parameter(torch.ones(1, c_in, 1)) self.bias = nn.Parameter(torch.zeros(1, c_in, 1)) - + def forward(self, x:Tensor, mode:Tensor): """Args: x: rank 3 tensor with shape [batch size x c_in x sequence length] mode: torch.tensor(True) to normalize data and torch.tensor(False) to reverse normalization """ - + # Normalize if mode: return self.normalize(x) - + # Denormalize else: return self.denormalize(x) - + def normalize(self, x): if self.subtract_last: self.sub = x[..., -1].unsqueeze(-1).detach() @@ -827,7 +828,7 @@ def normalize(self, x): x = x.sub(self.sub) x = x.div(self.std) return x - + def denormalize(self, x): if self.affine: x = x.sub(self.bias) @@ -844,8 +845,8 @@ def denormalize(self, x): class RevIN(nn.Module): """ Reversible Instance Normalization layer adapted from - Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September). - Reversible instance normalization for accurate time-series forecasting against distribution shift. + Kim, T., Kim, J., Tae, Y., Park, C., Choi, J. H., & Choo, J. (2021, September). + Reversible instance normalization for accurate time-series forecasting against distribution shift. In International Conference on Learning Representations. Original code: https://github.com/ts-kim/RevIN """ @@ -862,16 +863,16 @@ def __init__(self, self.weight = nn.Parameter(torch.ones(1, c_in, 1)) self.bias = nn.Parameter(torch.zeros(1, c_in, 1)) self.sub, self.std, self.mul, self.add = torch.zeros(1), torch.ones(1), torch.ones(1), torch.zeros(1) - + def forward(self, x:Tensor, mode:Tensor): """Args: x: rank 3 tensor with shape [batch size x c_in x sequence length] mode: torch.tensor(True) to normalize data and torch.tensor(False) to reverse normalization """ - + # Normalize - if mode: + if mode: if self.subtract_last: self.sub = x[..., -1].unsqueeze(-1).detach() else: @@ -887,9 +888,9 @@ def forward(self, x:Tensor, mode:Tensor): x = x.sub(self.sub) x = x.div(self.std) return x - + # Denormalize - else: + else: if self.affine: x = x.sub(self.bias) x = x.div(self.weight) @@ -951,8 +952,8 @@ def create_conv_head(*args, adaptive_size=None, y_range=None): c_out = args[1] layers = [nn.AdaptiveAvgPool1d(adaptive_size)] if adaptive_size is not None else [] for i in range(2): - if nf > 1: - layers += [ConvBlock(nf, nf // 2, 1)] + if nf > 1: + layers += [ConvBlock(nf, nf // 2, 1)] nf = nf//2 else: break layers += [ConvBlock(nf, c_out, 1), GAP1d(1)] @@ -998,7 +999,7 @@ def create_rnn_head(*args, fc_dropout=0., bn=False, y_range=None): # %% ../../nbs/029_models.layers.ipynb 84 def imputation_head(c_in, c_out, seq_len=None, ks=1, y_range=None, fc_dropout=0.): layers = [nn.Dropout(fc_dropout), nn.Conv1d(c_in, c_out, ks)] - if y_range is not None: + if y_range is not None: y_range = (tensor(y_range[0]), tensor(y_range[1])) layers += [SigmoidRange(*y_range)] return nn.Sequential(*layers) @@ -1017,10 +1018,10 @@ def __init__(self, n_in, n_out, seq_len, d, conv_first=True, conv_bn=False, lin_ fd *= _d shape.append(_d) if n_out > 1: shape.append(n_out) - else: + else: fd = d shape = [d, n_out] if n_out > 1 else [d] - + conv = [BatchNorm(n_in, ndim=1)] if conv_bn else [] conv.append(Conv1d(n_in, n_out, 1, padding=0, bias=not conv_bn, **kwargs)) l = [Transpose(-1, -2), BatchNorm(seq_len, ndim=1), Transpose(-1, -2)] if lin_bn else [] @@ -1032,7 +1033,7 @@ def __init__(self, n_in, n_out, seq_len, d, conv_first=True, conv_bn=False, lin_ layers += [Reshape(*shape)] super().__init__(*layers) - + conv_lin_nd_head = create_conv_lin_nd_head conv_lin_3d_head = create_conv_lin_nd_head # included for compatibility create_conv_lin_3d_head = create_conv_lin_nd_head # included for compatibility @@ -1055,10 +1056,10 @@ def __init__(self, n_in, n_out, seq_len=None, d=None, flatten=False, use_bn=Fals fd *= _d shape.append(_d) if n_out > 1: shape.append(n_out) - else: + else: fd = d shape = [d, n_out] if n_out > 1 else [d] - + layers = [] if use_bn: layers += [nn.BatchNorm1d(n_in)] @@ -1083,7 +1084,7 @@ def __init__(self, n_in, n_out, seq_len=None, d=None, flatten=False, use_bn=Fals layers += [Reshape(*shape)] super().__init__(*layers) - + create_lin_nd_head = lin_nd_head lin_3d_head = lin_nd_head # included for backwards compatiblity create_lin_3d_head = lin_nd_head # included for backwards compatiblity @@ -1104,7 +1105,7 @@ def __init__(self, n_in, n_out, seq_len=None, d=None, use_bn=False, fc_dropout=0 fd *= _d shape.append(_d) if n_out > 1: shape.append(n_out) - else: + else: fd = d shape = [d, n_out] if n_out > 1 else [d] @@ -1141,7 +1142,7 @@ def __init__(self, n_in, n_out, seq_len=None, d=None, use_bn=False, fc_dropout=0 fd *= _d shape.append(_d) if n_out > 1: shape.append(n_out) - else: + else: fd = d shape = [d, n_out] if n_out > 1 else [d] @@ -1172,17 +1173,17 @@ def __init__(self, n_in, n_out, seq_len, d, use_bn=False, **kwargs): layers += [Conv(n_in, n_out, 1, **kwargs), Transpose(-1,-2)] if n_out == 1: layers += [Squeeze(-1)] super().__init__(*layers) - + conv_3d_head = create_conv_3d_head # %% ../../nbs/029_models.layers.ipynb 104 def universal_pool_head(n_in, c_out, seq_len, mult=2, pool_n_layers=2, pool_ln=True, pool_dropout=0.5, pool_act=nn.ReLU(), zero_init=True, bn=True, fc_dropout=0.): - return nn.Sequential(AdaptiveWeightedAvgPool1d(n_in, seq_len, n_layers=pool_n_layers, mult=mult, ln=pool_ln, dropout=pool_dropout, act=pool_act), + return nn.Sequential(AdaptiveWeightedAvgPool1d(n_in, seq_len, n_layers=pool_n_layers, mult=mult, ln=pool_ln, dropout=pool_dropout, act=pool_act), Reshape(), LinBnDrop(n_in, c_out, p=fc_dropout, bn=bn)) # %% ../../nbs/029_models.layers.ipynb 106 -heads = [mlp_head, fc_head, average_pool_head, max_pool_head, concat_pool_head, pool_plus_head, conv_head, rnn_head, +heads = [mlp_head, fc_head, average_pool_head, max_pool_head, concat_pool_head, pool_plus_head, conv_head, rnn_head, conv_lin_nd_head, lin_nd_head, conv_3d_head, attentional_pool_head, universal_pool_head, gwa_pool_head] # %% ../../nbs/029_models.layers.ipynb 108 @@ -1219,7 +1220,7 @@ def forward(self, x): scale = self.sigma * (x.detach() if self.is_relative_detach else x) sampled_noise = torch.empty(x.size(), device=x.device).normal_() * scale x = x + sampled_noise - return x + return x # %% ../../nbs/029_models.layers.ipynb 114 class PositionwiseFeedForward(nn.Sequential): @@ -1238,11 +1239,11 @@ def __repr__(self): return f"{self.__class__.__name__}()" # %% ../../nbs/029_models.layers.ipynb 116 class ScaledDotProductAttention(Module): - r"""Scaled Dot-Product Attention module (Attention is all you need by Vaswani et al., 2017) with optional residual attention from previous layer - (Realformer: Transformer likes residual attention by He et al, 2020) and locality self sttention (Vision Transformer for Small-Size Datasets + r"""Scaled Dot-Product Attention module (Attention is all you need by Vaswani et al., 2017) with optional residual attention from previous layer + (Realformer: Transformer likes residual attention by He et al, 2020) and locality self sttention (Vision Transformer for Small-Size Datasets by Lee et al, 2021)""" - def __init__(self, d_model, n_heads, attn_dropout=0., res_attention=False, lsa=False): + def __init__(self, d_model, n_heads, attn_dropout=0., res_attention=False, lsa=False): self.attn_dropout = nn.Dropout(attn_dropout) self.res_attention = res_attention head_dim = d_model // n_heads @@ -1259,7 +1260,7 @@ def forward(self, q:Tensor, k:Tensor, v:Tensor, prev:Optional[Tensor]=None, key_ key_padding_mask: [bs x seq_len] attn_mask : [1 x seq_len x seq_len] - Output shape: + Output shape: output: [bs x n_heads x q_len x d_v] attn : [bs x n_heads x q_len x seq_len] scores : [bs x n_heads x q_len x seq_len] @@ -1269,7 +1270,7 @@ def forward(self, q:Tensor, k:Tensor, v:Tensor, prev:Optional[Tensor]=None, key_ attn_scores = torch.matmul(q, k) * self.scale # attn_scores : [bs x n_heads x max_q_len x q_len] # Add pre-softmax attention scores from the previous layer (optional) - if prev is not None: attn_scores = attn_scores + prev + if prev is not None: attn_scores = attn_scores + prev # Attention mask (optional) if attn_mask is not None: # attn_mask with shape [q_len x seq_len] - only used when q_len == seq_len @@ -1328,9 +1329,9 @@ def forward(self, Q:Tensor, K:Optional[Tensor]=None, V:Optional[Tensor]=None, pr if V is None: V = Q # Linear (+ split in multiple heads) - q_s = self.W_Q(Q).view(bs, -1, self.n_heads, self.d_k).transpose(1,2) # q_s : [bs x n_heads x max_q_len x d_k] - k_s = self.W_K(K).view(bs, -1, self.n_heads, self.d_k).permute(0,2,3,1) # k_s : [bs x n_heads x d_k x q_len] - transpose(1,2) + transpose(2,3) - v_s = self.W_V(V).view(bs, -1, self.n_heads, self.d_v).transpose(1,2) # v_s : [bs x n_heads x q_len x d_v] + q_s = self.W_Q(Q).reshape(bs, -1, self.n_heads, self.d_k).transpose(1,2) # q_s : [bs x n_heads x max_q_len x d_k] + k_s = self.W_K(K).reshape(bs, -1, self.n_heads, self.d_k).permute(0,2,3,1) # k_s : [bs x n_heads x d_k x q_len] - transpose(1,2) + transpose(2,3) + v_s = self.W_V(V).reshape(bs, -1, self.n_heads, self.d_v).transpose(1,2) # v_s : [bs x n_heads x q_len x d_v] # Apply Scaled Dot-Product Attention (multiple heads) if self.res_attention: @@ -1340,11 +1341,11 @@ def forward(self, Q:Tensor, K:Optional[Tensor]=None, V:Optional[Tensor]=None, pr # output: [bs x n_heads x q_len x d_v], attn: [bs x n_heads x q_len x q_len], scores: [bs x n_heads x max_q_len x q_len] # back to the original inputs dimensions - output = output.transpose(1, 2).contiguous().view(bs, -1, self.n_heads * self.d_v) # output: [bs x q_len x n_heads * d_v] + output = output.transpose(1, 2).contiguous().reshape(bs, -1, self.n_heads * self.d_v) # output: [bs x q_len x n_heads * d_v] output = self.to_out(output) if self.res_attention: return output, attn_weights, attn_scores - else: return output, attn_weights + else: return output, attn_weights # %% ../../nbs/029_models.layers.ipynb 125 class MultiConv1d(Module): @@ -1399,18 +1400,18 @@ def __init__(self, c_in, n_cat_embeds, cat_embed_dims=None, cat_pos=None, std=0. cat_n_embeds = listify(n_cat_embeds) if cat_padding_idxs is None: cat_padding_idxs = [None] else: cat_padding_idxs = listify(cat_padding_idxs) - if len(cat_padding_idxs) == 1 and len(cat_padding_idxs) < len(cat_n_embeds): + if len(cat_padding_idxs) == 1 and len(cat_padding_idxs) < len(cat_n_embeds): cat_padding_idxs = cat_padding_idxs * len(cat_n_embeds) assert len(cat_n_embeds) == len(cat_padding_idxs) - if cat_embed_dims is None: + if cat_embed_dims is None: cat_embed_dims = [emb_sz_rule(s) for s in cat_n_embeds] else: cat_embed_dims = listify(cat_embed_dims) if len(cat_embed_dims) == 1: cat_embed_dims = cat_embed_dims * len(cat_n_embeds) assert len(cat_embed_dims) == len(cat_n_embeds) - if cat_pos: - cat_pos = torch.as_tensor(listify(cat_pos)) - else: + if cat_pos: + cat_pos = torch.as_tensor(listify(cat_pos)) + else: cat_pos = torch.arange(len(cat_n_embeds)) self.register_buffer("cat_pos", cat_pos) cont_pos = torch.tensor([p for p in torch.arange(c_in) if p not in self.cat_pos])

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