deploy: e3c736f

intel · Apr 29, 2024 · 4b527d3 · 4b527d3
1 parent d8fe5b7
commit 4b527d3
Show file tree

Hide file tree

Showing 750 changed files with 800 additions and 866 deletions.
diff --git a/.../autoapi/neural_compressor/torch/algorithms/weight_only/autoround/index.rst.txt b/.../autoapi/neural_compressor/torch/algorithms/weight_only/autoround/index.rst.txt
@@ -9,17 +9,40 @@
 Module Contents
 ---------------
 
+Classes
+~~~~~~~
+
+.. autoapisummary::
+
+   neural_compressor.torch.algorithms.weight_only.autoround.AutoRoundQuantizer
+
+
 
 Functions
 ~~~~~~~~~
 
 .. autoapisummary::
 
    neural_compressor.torch.algorithms.weight_only.autoround.get_autoround_default_run_fn
-   neural_compressor.torch.algorithms.weight_only.autoround.autoround_quantize
 
 
 
+.. py:class:: AutoRoundQuantizer(weight_config: dict = {}, enable_full_range: bool = False, batch_size: int = 8, amp: bool = True, device=None, lr_scheduler=None, use_quant_input: bool = True, enable_minmax_tuning: bool = True, lr: float = None, minmax_lr: float = None, low_gpu_mem_usage: bool = True, iters: int = 200, seqlen: int = 2048, n_samples: int = 512, sampler: str = 'rand', seed: int = 42, n_blocks: int = 1, gradient_accumulate_steps: int = 1, not_use_best_mse: bool = False, dynamic_max_gap: int = -1, scale_dtype='fp32')
+
+
+
+
+   The base quantizer for all algorithm quantizers.
+
+   The `Quantizer` unifies the interfaces across various quantization algorithms, including GPTQ, RTN, etc.
+   Given a float model, `Quantizer` apply the quantization algorithm to the model according to the `quant_config`.
+
+   To implement a new quantization algorithm,, inherit from `Quantizer` and implement the following methods:
+       - `prepare`: prepare a given model for convert.
+       - `convert`: convert a prepared model to a quantized model.
+   Note: `quantize` and `execute` are optional for new quantization algorithms.
+
+
 .. py:function:: get_autoround_default_run_fn(model, tokenizer, dataset_name='NeelNanda/pile-10k', n_samples=512, seqlen=2048, seed=42, bs=8, dataset_split: str = 'train', dataloader=None)
 
    Perform calibration for quantization.
@@ -34,51 +57,3 @@ Functions
    :type n_samples: int
 
 
-.. py:function:: autoround_quantize(model, weight_config: dict = {}, enable_full_range: bool = False, batch_size: int = 8, amp: bool = True, device=None, lr_scheduler=None, use_quant_input: bool = True, enable_minmax_tuning: bool = True, lr: float = None, minmax_lr: float = None, low_gpu_mem_usage: bool = True, iters: int = 200, seqlen: int = 2048, n_samples: int = 512, sampler: str = 'rand', seed: int = 42, n_blocks: int = 1, gradient_accumulate_steps: int = 1, not_use_best_mse: bool = False, dynamic_max_gap: int = -1, scale_dtype='fp16', run_fn=None, run_args=None)
-
-   The entry point of the autoround weight-only quantization.
-   Args:
-   model: The PyTorch model to be quantized.
-   weight_config (dict): Configuration for weight quantization (default is an empty dictionary).
-   weight_config={
-               'layer1':##layer_name
-               {
-                   'data_type': 'int',
-                   'bits': 4,
-                   'group_size': 32,
-                   'sym': False,
-               }
-               ...
-           }
-       keys:
-           data_type (str): The data type to be used (default is "int").
-           bits (int): Number of bits for quantization (default is 4).
-           group_size (int): Size of the quantization group (default is 128).
-           sym (bool): Whether to use symmetric quantization. (default is None).
-   enable_full_range (bool): Whether to enable full range quantization (default is False).
-   batch_size (int): Batch size for training (default is 8).
-   amp (bool): Whether to use automatic mixed precision (default is True). Automatically detect and set.
-   device: The device to be used for tuning (default is None). Automatically detect and set.
-   lr_scheduler: The learning rate scheduler to be used.
-   use_quant_input (bool): Whether to use quantized input data (default is True).
-   enable_minmax_tuning (bool): Whether to enable min-max tuning (default is True).
-   lr (float): The learning rate (default is 0.005).
-   minmax_lr (float): The learning rate for min-max tuning (default is None).
-   low_gpu_mem_usage (bool): Whether to use low GPU memory (default is True).
-   iters (int): Number of iterations (default is 200).
-   seqlen (int): Length of the sequence.
-   n_samples (int): Number of samples (default is 512).
-   sampler (str): The sampling method (default is "rand").
-   seed (int): The random seed (default is 42).
-   n_blocks (int): Number of blocks (default is 1).
-   gradient_accumulate_steps (int): Number of gradient accumulation steps (default is 1).
-   not_use_best_mse (bool): Whether to use mean squared error (default is False).
-   dynamic_max_gap (int): The dynamic maximum gap (default is -1).
-   scale_dtype (str): The data type of quantization scale to be used (default is "float32"), different kernels
-                          have different choices.
-   run_fn: a calibration function for calibrating the model. Defaults to None.
-   run_args: positional arguments for `run_fn`. Defaults to None.
-
-   :returns: The quantized model.
-
-
diff --git a/latest/autoapi/block_mask/index.html b/latest/autoapi/block_mask/index.html
@@ -107,7 +107,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703fdda50> 
+   <jinja2.runtime.BlockReference object at 0x7f89189cae90> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/adaptor/index.html b/latest/autoapi/neural_compressor/adaptor/adaptor/index.html
@@ -146,7 +146,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703cf94e0> 
+   <jinja2.runtime.BlockReference object at 0x7f89188c2d10> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/index.html b/latest/autoapi/neural_compressor/adaptor/index.html
@@ -217,7 +217,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd20e0> 
+   <jinja2.runtime.BlockReference object at 0x7f89190e6230> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras/index.html b/latest/autoapi/neural_compressor/adaptor/keras/index.html
@@ -125,7 +125,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd2ec0> 
+   <jinja2.runtime.BlockReference object at 0x7f89190e65c0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/conv2d/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/conv2d/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703cf9c90> 
+   <jinja2.runtime.BlockReference object at 0x7f89188c25f0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/dense/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/dense/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd0070> 
+   <jinja2.runtime.BlockReference object at 0x7f8918eb3340> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/depthwise_conv2d/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/depthwise_conv2d/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd21d0> 
+   <jinja2.runtime.BlockReference object at 0x7f89187b26e0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703921e40> 
+   <jinja2.runtime.BlockReference object at 0x7f8918e58370> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/pool2d/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/pool2d/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd2860> 
+   <jinja2.runtime.BlockReference object at 0x7f89187b3ee0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/quantizer/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/quantizer/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703fdb2b0> 
+   <jinja2.runtime.BlockReference object at 0x7f891884e3e0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/keras_utils/separable_conv2d/index.html b/latest/autoapi/neural_compressor/adaptor/keras_utils/separable_conv2d/index.html
@@ -106,7 +106,7 @@
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703fd9b70> 
+   <jinja2.runtime.BlockReference object at 0x7f891884f5b0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/mxnet/index.html b/latest/autoapi/neural_compressor/adaptor/mxnet/index.html
@@ -130,7 +130,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0709f187c0> 
+   <jinja2.runtime.BlockReference object at 0x7f891884e1a0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/mxnet_utils/index.html b/latest/autoapi/neural_compressor/adaptor/mxnet_utils/index.html
@@ -115,7 +115,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd18d0> 
+   <jinja2.runtime.BlockReference object at 0x7f89188c2bf0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/mxnet_utils/util/index.html b/latest/autoapi/neural_compressor/adaptor/mxnet_utils/util/index.html
@@ -679,7 +679,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703e77400> 
+   <jinja2.runtime.BlockReference object at 0x7f89190e5210> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/onnxrt/index.html b/latest/autoapi/neural_compressor/adaptor/onnxrt/index.html
@@ -186,7 +186,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703ff3400> 
+   <jinja2.runtime.BlockReference object at 0x7f8918761630> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/calibration/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/calibration/index.html
@@ -126,7 +126,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703eac370> 
+   <jinja2.runtime.BlockReference object at 0x7f89187602e0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/calibrator/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/calibrator/index.html
@@ -226,7 +226,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f070d60cf70> 
+   <jinja2.runtime.BlockReference object at 0x7f891888f1c0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/index.html
@@ -152,7 +152,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703dd2440> 
+   <jinja2.runtime.BlockReference object at 0x7f8921c5a8c0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/activation/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/activation/index.html
@@ -153,7 +153,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703cfbe20> 
+   <jinja2.runtime.BlockReference object at 0x7f89219be9e0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/argmax/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/argmax/index.html
@@ -135,7 +135,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703e77910> 
+   <jinja2.runtime.BlockReference object at 0x7f89187617e0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/attention/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/attention/index.html
@@ -135,7 +135,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703e77370> 
+   <jinja2.runtime.BlockReference object at 0x7f891884fbe0> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/binary_op/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/binary_op/index.html
@@ -153,7 +153,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f070d60f9d0> 
+   <jinja2.runtime.BlockReference object at 0x7f8918924f40> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 
 

diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/concat/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/concat/index.html
@@ -135,7 +135,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7f0703eaf100> 
+   <jinja2.runtime.BlockReference object at 0x7f89218afd30> 
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>