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mind-inria · Feb 10, 2025 · fb55dde · fb55dde
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diff --git a/_downloads/01e51c9dd42be7fa4afb015669305065/example_learn_straight_line_readouts.zip b/_downloads/01e51c9dd42be7fa4afb015669305065/example_learn_straight_line_readouts.zip
diff --git a/_downloads/038126aa6dd78d627c7aa86b076e558f/example_readme.zip b/_downloads/038126aa6dd78d627c7aa86b076e558f/example_readme.zip
diff --git a/_downloads/05ff0e4a4c7542701609a314823a9531/example_stacked.zip b/_downloads/05ff0e4a4c7542701609a314823a9531/example_stacked.zip
diff --git a/_downloads/07fc94ab669542d5bb33853fd085cadb/example_density.zip b/_downloads/07fc94ab669542d5bb33853fd085cadb/example_density.zip
diff --git a/_downloads/0862f4b2f296755c1b3d7adbaf2fe5cc/example_offresonance.zip b/_downloads/0862f4b2f296755c1b3d7adbaf2fe5cc/example_offresonance.zip
diff --git a/_downloads/0af583f7ca05ba0a72371e8173ea2e58/example_display_config.zip b/_downloads/0af583f7ca05ba0a72371e8173ea2e58/example_display_config.zip
diff --git a/_downloads/0da04bc6f4d83fe8027e3a21c9295109/example_2D_trajectories.zip b/_downloads/0da04bc6f4d83fe8027e3a21c9295109/example_2D_trajectories.zip
diff --git a/_downloads/10408bfbfe8d3e76f2be7acbbfc703f9/example_trajectory_tools.zip b/_downloads/10408bfbfe8d3e76f2be7acbbfc703f9/example_trajectory_tools.zip
diff --git a/_downloads/13bb15de5481cb9869dd72ac2f59a90c/example_cg.zip b/_downloads/13bb15de5481cb9869dd72ac2f59a90c/example_cg.zip
diff --git a/_downloads/1850d87d0a3a6a59ff8bef208bf12555/example_fastMRI_UNet.zip b/_downloads/1850d87d0a3a6a59ff8bef208bf12555/example_fastMRI_UNet.zip
diff --git a/_downloads/1988af5f75066a9b7665590c10b7a02f/autoexamples_jupyter.zip b/_downloads/1988af5f75066a9b7665590c10b7a02f/autoexamples_jupyter.zip
diff --git a/_downloads/21e1a44b51b2ed4565475ed05ab5e732/example_subspace.zip b/_downloads/21e1a44b51b2ed4565475ed05ab5e732/example_subspace.zip
diff --git a/_downloads/2426f4ce2014f5630d86d45d62b37749/autoexamples_python.zip b/_downloads/2426f4ce2014f5630d86d45d62b37749/autoexamples_python.zip
diff --git a/_downloads/311a9b79ee5ede36f4088f2263a69963/example_learn_samples.zip b/_downloads/311a9b79ee5ede36f4088f2263a69963/example_learn_samples.zip
diff --git a/_downloads/592845a87450091541674bff1b2a8d24/example_gif_3D.zip b/_downloads/592845a87450091541674bff1b2a8d24/example_gif_3D.zip
diff --git a/_downloads/69ad0d96ef5a8c47033a87a0e228798c/example_gif_2D.zip b/_downloads/69ad0d96ef5a8c47033a87a0e228798c/example_gif_2D.zip
diff --git a/_downloads/a0bd69790bd0c33131382602e80540fb/example_sampling_densities.zip b/_downloads/a0bd69790bd0c33131382602e80540fb/example_sampling_densities.zip
diff --git a/_downloads/b02f5a1bd2a2a90bd2e08987661dc2c3/example_learn_samples_multires.zip b/_downloads/b02f5a1bd2a2a90bd2e08987661dc2c3/example_learn_samples_multires.zip
diff --git a/_downloads/bb69a753e8eea9533dd888f2c16abe64/example_learn_samples_multicoil.zip b/_downloads/bb69a753e8eea9533dd888f2c16abe64/example_learn_samples_multicoil.zip
diff --git a/_downloads/ecff5db0d530c01f65853d24ac7d55b5/example_3D_trajectories.zip b/_downloads/ecff5db0d530c01f65853d24ac7d55b5/example_3D_trajectories.zip
diff --git a/_images/mrinufft_learn_2d_sampling_pattern.gif b/_images/mrinufft_learn_2d_sampling_pattern.gif
diff --git a/_images/mrinufft_learn_traj.gif b/_images/mrinufft_learn_traj.gif
diff --git a/_images/mrinufft_learn_traj_mc.gif b/_images/mrinufft_learn_traj_mc.gif
diff --git a/_images/mrinufft_learn_unet.gif b/_images/mrinufft_learn_unet.gif
diff --git a/_images/sphx_glr_example_3D_trajectories_019.png b/_images/sphx_glr_example_3D_trajectories_019.png
diff --git a/_images/sphx_glr_example_3D_trajectories_020.png b/_images/sphx_glr_example_3D_trajectories_020.png
diff --git a/_images/sphx_glr_example_cg_001.png b/_images/sphx_glr_example_cg_001.png
diff --git a/_images/sphx_glr_example_cg_thumb.png b/_images/sphx_glr_example_cg_thumb.png
diff --git a/_images/sphx_glr_example_density_005.png b/_images/sphx_glr_example_density_005.png
diff --git a/_images/sphx_glr_example_fastMRI_UNet_001.png b/_images/sphx_glr_example_fastMRI_UNet_001.png
diff --git a/_images/sphx_glr_example_fastMRI_UNet_002.png b/_images/sphx_glr_example_fastMRI_UNet_002.png
diff --git a/_images/sphx_glr_example_fastMRI_UNet_thumb.gif b/_images/sphx_glr_example_fastMRI_UNet_thumb.gif
diff --git a/_images/sphx_glr_example_learn_samples_001.png b/_images/sphx_glr_example_learn_samples_001.png
diff --git a/_images/sphx_glr_example_learn_samples_002.png b/_images/sphx_glr_example_learn_samples_002.png
diff --git a/_images/sphx_glr_example_learn_samples_multicoil_001.png b/_images/sphx_glr_example_learn_samples_multicoil_001.png
diff --git a/_images/sphx_glr_example_learn_samples_multicoil_003.png b/_images/sphx_glr_example_learn_samples_multicoil_003.png
diff --git a/_images/sphx_glr_example_learn_samples_multicoil_thumb.gif b/_images/sphx_glr_example_learn_samples_multicoil_thumb.gif
diff --git a/_images/sphx_glr_example_learn_samples_thumb.gif b/_images/sphx_glr_example_learn_samples_thumb.gif
diff --git a/_images/sphx_glr_example_learn_straight_line_readouts_001.png b/_images/sphx_glr_example_learn_straight_line_readouts_001.png
diff --git a/_images/sphx_glr_example_learn_straight_line_readouts_002.png b/_images/sphx_glr_example_learn_straight_line_readouts_002.png
diff --git a/_images/sphx_glr_example_learn_straight_line_readouts_thumb.gif b/_images/sphx_glr_example_learn_straight_line_readouts_thumb.gif
diff --git a/_images/sphx_glr_example_sampling_densities_012.png b/_images/sphx_glr_example_sampling_densities_012.png
diff --git a/_images/sphx_glr_example_sampling_densities_013.png b/_images/sphx_glr_example_sampling_densities_013.png
diff --git a/_images/sphx_glr_example_sampling_densities_014.png b/_images/sphx_glr_example_sampling_densities_014.png
diff --git a/_images/sphx_glr_example_sampling_densities_015.png b/_images/sphx_glr_example_sampling_densities_015.png
diff --git a/_images/sphx_glr_example_sampling_densities_016.png b/_images/sphx_glr_example_sampling_densities_016.png
diff --git a/_images/sphx_glr_example_sampling_densities_017.png b/_images/sphx_glr_example_sampling_densities_017.png
diff --git a/_images/sphx_glr_example_sampling_densities_018.png b/_images/sphx_glr_example_sampling_densities_018.png
diff --git a/_images/sphx_glr_example_sampling_densities_019.png b/_images/sphx_glr_example_sampling_densities_019.png
diff --git a/_images/sphx_glr_example_sampling_densities_020.png b/_images/sphx_glr_example_sampling_densities_020.png
diff --git a/_modules/mrinufft/operators/base.html b/_modules/mrinufft/operators/base.html
@@ -1031,7 +1031,7 @@ <h1>Source code for mrinufft.operators.base</h1><div class="highlight"><pre>
                 <span class="n">shape</span><span class="p">,</span>
                 <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
             <span class="p">)</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">_density</span> <span class="o">=</span> <span class="n">method</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">samples</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div>
+        <span class="bp">self</span><span class="o">.</span><span class="n">density</span> <span class="o">=</span> <span class="n">method</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">samples</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="FourierOperatorBase.get_lipschitz_cst">

diff --git a/_modules/mrinufft/operators/interfaces/gpunufft.html b/_modules/mrinufft/operators/interfaces/gpunufft.html
@@ -1267,10 +1267,11 @@ <h1>Source code for mrinufft.operators.interfaces.gpunufft</h1><div class="highl
 <span class="sd">            The density for the Fourier Operator.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_density</span> <span class="o">=</span> <span class="n">density</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">raw_op</span><span class="o">.</span><span class="n">set_pts</span><span class="p">(</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">_samples</span><span class="p">,</span>
-            <span class="n">density</span><span class="o">=</span><span class="n">density</span><span class="p">,</span>
-        <span class="p">)</span>
+        <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;raw_op&quot;</span><span class="p">):</span>  <span class="c1"># edge case for init</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">raw_op</span><span class="o">.</span><span class="n">set_pts</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_samples</span><span class="p">,</span>
+                <span class="n">density</span><span class="o">=</span><span class="n">density</span><span class="p">,</span>
+            <span class="p">)</span>
 
 <div class="viewcode-block" id="MRIGpuNUFFT.pipe">
 <a class="viewcode-back" href="../../../../generated/_autosummary/mrinufft.operators.interfaces.gpunufft.MRIGpuNUFFT.html#mrinufft.operators.interfaces.gpunufft.MRIGpuNUFFT.pipe">[docs]</a>
@@ -1301,7 +1302,7 @@ <h1>Source code for mrinufft.operators.interfaces.gpunufft</h1><div class="highl
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">if</span> <span class="n">GPUNUFFT_AVAILABLE</span> <span class="ow">is</span> <span class="kc">False</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
-                <span class="s2">&quot;gpuNUFFT is not available, cannot &quot;</span> <span class="s2">&quot;estimate the density compensation&quot;</span>
+                <span class="s2">&quot;gpuNUFFT is not available, cannot estimate the density compensation&quot;</span>
             <span class="p">)</span>
         <span class="n">original_shape</span> <span class="o">=</span> <span class="n">volume_shape</span>
         <span class="n">volume_shape</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">volume_shape</span><span class="p">)</span> <span class="o">*</span> <span class="n">osf</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>

diff --git a/_modules/mrinufft/operators/stacked.html b/_modules/mrinufft/operators/stacked.html
@@ -1495,7 +1495,7 @@ <h1>Source code for mrinufft.operators.stacked</h1><div class="highlight"><pre>
 
 <div class="viewcode-block" id="MRIStackedNUFFTGPU.get_lipschitz_cst">
 <a class="viewcode-back" href="../../../generated/_autosummary/mrinufft.operators.stacked.MRIStackedNUFFTGPU.html#mrinufft.operators.stacked.MRIStackedNUFFTGPU.get_lipschitz_cst">[docs]</a>
-    <span class="k">def</span><span class="w"> </span><span class="nf">get_lipschitz_cst</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">max_iter</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+    <span class="k">def</span><span class="w"> </span><span class="nf">get_lipschitz_cst</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">max_iter</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Return the Lipschitz constant of the operator.</span>
 
 <span class="sd">        Parameters</span>

diff --git a/_sources/generated/autoexamples/GPU/example_cg.rst b/_sources/generated/autoexamples/GPU/example_cg.rst
@@ -170,7 +170,7 @@ Display the results
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.177 seconds)
+   **Total running time of the script:** (0 minutes 1.149 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_GPU_example_cg.py:

diff --git a/_sources/generated/autoexamples/GPU/example_density.rst b/_sources/generated/autoexamples/GPU/example_density.rst
@@ -103,7 +103,7 @@ Create sample data
     /volatile/github-ci-mind-inria/gpu_runner2/_work/_tool/Python/3.10.16/x64/lib/python3.10/site-packages/finufft/_interfaces.py:329: UserWarning: Argument `data` does not satisfy the following requirement: C. Copying array (this may reduce performance)
       warnings.warn(f"Argument `{name}` does not satisfy the following requirement: {prop}. Copying array (this may reduce performance)")
 
-    <matplotlib.image.AxesImage object at 0x768decb4ba00>
+    <matplotlib.image.AxesImage object at 0x7362679d3fd0>
 
 
 
@@ -331,15 +331,15 @@ Pipe's method is an iterative scheme, that use the interpolation and spreading k
 
  .. code-block:: none
 
-    [0.00879562 0.0401402  0.08093609 ... 3.1808376  2.8537495  2.5255663 ]
+    [0.00881    0.04010868 0.08096503 ... 3.2314696  2.6597955  3.4447331 ]
 
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.358 seconds)
+   **Total running time of the script:** (0 minutes 4.500 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_GPU_example_density.py:

diff --git a/_sources/generated/autoexamples/GPU/example_fastMRI_UNet.rst b/_sources/generated/autoexamples/GPU/example_fastMRI_UNet.rst
diff --git a/_sources/generated/autoexamples/GPU/example_learn_samples.rst b/_sources/generated/autoexamples/GPU/example_learn_samples.rst
diff --git a/_sources/generated/autoexamples/GPU/example_learn_samples_multicoil.rst b/_sources/generated/autoexamples/GPU/example_learn_samples_multicoil.rst
diff --git a/_sources/generated/autoexamples/GPU/example_learn_straight_line_readouts.rst b/_sources/generated/autoexamples/GPU/example_learn_straight_line_readouts.rst
diff --git a/_sources/generated/autoexamples/GPU/sg_execution_times.rst b/_sources/generated/autoexamples/GPU/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**09:13.401** total execution time for 6 files **from generated/autoexamples/GPU**:
+**09:16.403** total execution time for 6 files **from generated/autoexamples/GPU**:
 
 .. container::
 
@@ -33,20 +33,20 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_generated_autoexamples_GPU_example_learn_straight_line_readouts.py` (``example_learn_straight_line_readouts.py``)
-     - 04:58.021
+     - 04:59.897
      - 0.0
    * - :ref:`sphx_glr_generated_autoexamples_GPU_example_fastMRI_UNet.py` (``example_fastMRI_UNet.py``)
-     - 01:32.406
+     - 01:35.580
      - 0.0
    * - :ref:`sphx_glr_generated_autoexamples_GPU_example_learn_samples_multicoil.py` (``example_learn_samples_multicoil.py``)
-     - 01:26.492
+     - 01:25.665
      - 0.0
    * - :ref:`sphx_glr_generated_autoexamples_GPU_example_learn_samples.py` (``example_learn_samples.py``)
-     - 01:10.948
+     - 01:09.613
      - 0.0
    * - :ref:`sphx_glr_generated_autoexamples_GPU_example_density.py` (``example_density.py``)
-     - 00:04.358
+     - 00:04.500
      - 0.0
    * - :ref:`sphx_glr_generated_autoexamples_GPU_example_cg.py` (``example_cg.py``)
-     - 00:01.177
+     - 00:01.149
      - 0.0
diff --git a/_sources/generated/autoexamples/example_2D_trajectories.rst b/_sources/generated/autoexamples/example_2D_trajectories.rst
@@ -1338,7 +1338,7 @@ References
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 21.697 seconds)
+   **Total running time of the script:** (0 minutes 22.263 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_example_2D_trajectories.py:

diff --git a/_sources/generated/autoexamples/example_3D_trajectories.rst b/_sources/generated/autoexamples/example_3D_trajectories.rst
@@ -2030,7 +2030,7 @@ References
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 4.348 seconds)
+   **Total running time of the script:** (1 minutes 4.605 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_example_3D_trajectories.py:

diff --git a/_sources/generated/autoexamples/example_display_config.rst b/_sources/generated/autoexamples/example_display_config.rst
@@ -313,7 +313,7 @@ are observed.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.740 seconds)
+   **Total running time of the script:** (0 minutes 6.315 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_example_display_config.py:

diff --git a/_sources/generated/autoexamples/example_gif_2D.rst b/_sources/generated/autoexamples/example_gif_2D.rst
@@ -274,7 +274,7 @@ Animation rendering
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 16.445 seconds)
+   **Total running time of the script:** (1 minutes 18.086 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_example_gif_2D.py:

diff --git a/_sources/generated/autoexamples/example_gif_3D.rst b/_sources/generated/autoexamples/example_gif_3D.rst
@@ -278,7 +278,7 @@ Animation rendering
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (2 minutes 2.157 seconds)
+   **Total running time of the script:** (2 minutes 7.151 seconds)
 
 
 .. _sphx_glr_download_generated_autoexamples_example_gif_3D.py: