Quantization

torch.quantization.quantize

torch.quantization.quantize_dynamic

torch.quantization.quantize_qat

torch.quantization.prepare

torch.quantization.prepare_qat

torch.quantization.convert

torch.quantization.fuse_modules

torch.quantization.QuantStub

torch.quantization.DeQuantStub

torch.quantization.QuantWrapper

torch.quantization.add_quant_dequant

torch.quantization.add_observer_

torch.quantization.swap_module

torch.quantization.propagate_qconfig_

torch.quantization.default_eval_fn

torch.quantization.get_observer_dict

torch.quantization.quantize_fx.prepare_fx

torch.quantization.quantize_fx.prepare_qat_fx

torch.quantization.quantize_fx.convert_fx

torch.quantization.quantize_fx.fuse_fx

torch.quantization.observer.ObserverBase

torch.quantization.observer.ObserverBase.with_args

torch.quantization.observer.ObserverBase.with_callable_args

torch.quantization.observer.MinMaxObserver

torch.quantization.observer.MinMaxObserver.calculate_qparams

torch.quantization.observer.MinMaxObserver.forward

torch.quantization.observer.MinMaxObserver.reset_min_max_vals

torch.quantization.observer.MovingAverageMinMaxObserver

torch.quantization.observer.PerChannelMinMaxObserver

torch.quantization.observer.PerChannelMinMaxObserver.reset_min_max_vals

torch.quantization.observer.MovingAveragePerChannelMinMaxObserver

torch.quantization.observer.HistogramObserver

torch.quantization.observer.PlaceholderObserver

torch.quantization.observer.RecordingObserver

torch.quantization.observer.NoopObserver

torch.quantization.observer.get_observer_state_dict

torch.quantization.observer.load_observer_state_dict

torch.quantization.observer.default_observer

torch.quantization.observer.default_placeholder_observer

torch.quantization.observer.default_debug_observer

torch.quantization.observer.default_weight_observer

torch.quantization.observer.default_histogram_observer

torch.quantization.observer.default_per_channel_weight_observer

torch.quantization.observer.default_dynamic_quant_observer

torch.quantization.observer.default_float_qparams_observer

torch.quantization.fake_quantize.FakeQuantizeBase

torch.quantization.fake_quantize.FakeQuantizeBase.with_args

torch.quantization.fake_quantize.FakeQuantize

torch.quantization.fake_quantize.FixedQParamsFakeQuantize

torch.quantization.fake_quantize.FusedMovingAvgObsFakeQuantize

torch.quantization.fake_quantize.default_fake_quant

torch.quantization.fake_quantize.default_weight_fake_quant

torch.quantization.fake_quantize.default_per_channel_weight_fake_quant

torch.quantization.fake_quantize.default_histogram_fake_quant

torch.quantization.fake_quantize.default_fused_act_fake_quant

torch.quantization.fake_quantize.default_fused_wt_fake_quant

torch.quantization.fake_quantize.default_fused_per_channel_wt_fake_quant

torch.quantization.fake_quantize.disable_fake_quant

torch.quantization.fake_quantize.enable_fake_quant

torch.quantization.fake_quantize.disable_observer

torch.quantization.fake_quantize.enable_observer

torch.quantization.qconfig.QConfig

torch.quantization.qconfig.default_qconfig

torch.quantization.qconfig.default_debug_qconfig

torch.quantization.qconfig.default_per_channel_qconfig

torch.quantization.qconfig.default_dynamic_qconfig

torch.quantization.qconfig.float16_dynamic_qconfig

torch.quantization.qconfig.float16_static_qconfig

torch.quantization.qconfig.per_channel_dynamic_qconfig

torch.quantization.qconfig.float_qparams_weight_only_qconfig

torch.quantization.qconfig.default_qat_qconfig

torch.quantization.qconfig.default_weight_only_qconfig

torch.quantization.qconfig.default_activation_only_qconfig

torch.quantization.qconfig.default_qat_qconfig_v2

torch.nn.intrinsic.ConvReLU1d

torch.nn.intrinsic.ConvReLU2d

torch.nn.intrinsic.ConvReLU3d

torch.nn.intrinsic.LinearReLU

torch.nn.intrinsic.ConvBn1d

torch.nn.intrinsic.ConvBn2d

torch.nn.intrinsic.ConvBn3d

torch.nn.intrinsic.ConvBnReLU1d

torch.nn.intrinsic.ConvBnReLU2d

torch.nn.intrinsic.ConvBnReLU3d

torch.nn.intrinsic.BNReLU2d

torch.nn.intrinsic.BNReLU3d

torch.nn.intrinsic.qat.LinearReLU

torch.nn.intrinsic.qat.ConvBn1d

torch.nn.intrinsic.qat.ConvBnReLU1d

torch.nn.intrinsic.qat.ConvBn2d

torch.nn.intrinsic.qat.ConvBnReLU2d

torch.nn.intrinsic.qat.ConvReLU2d

torch.nn.intrinsic.qat.ConvBn3d

torch.nn.intrinsic.qat.ConvBnReLU3d

torch.nn.intrinsic.qat.ConvReLU3d

torch.nn.intrinsic.qat.update_bn_stats

torch.nn.intrinsic.qat.freeze_bn_stats

torch.nn.intrinsic.quantized.BNReLU2d

torch.nn.intrinsic.quantized.BNReLU3d

torch.nn.intrinsic.quantized.ConvReLU1d

torch.nn.intrinsic.quantized.ConvReLU2d

torch.nn.intrinsic.quantized.ConvReLU3d

torch.nn.intrinsic.quantized.LinearReLU

torch.nn.intrinsic.quantized.dynamic.LinearReLU

torch.nn.qat.Conv2d

torch.nn.qat.Conv2d.from_float

torch.nn.qat.Conv3d

torch.nn.qat.Conv3d.from_float

torch.nn.qat.Linear

torch.nn.qat.Linear.from_float

torch.nn.qat.dynamic.Linear

torch.nn.quantized.ReLU6

torch.nn.quantized.Hardswish

torch.nn.quantized.ELU

torch.nn.quantized.LeakyReLU

torch.nn.quantized.Sigmoid

torch.nn.quantized.BatchNorm2d

torch.nn.quantized.BatchNorm3d

torch.nn.quantized.Conv1d

torch.nn.quantized.Conv1d.from_float

torch.nn.quantized.Conv2d

torch.nn.quantized.Conv2d.from_float

torch.nn.quantized.Conv3d

torch.nn.quantized.Conv3d.from_float

torch.nn.quantized.ConvTranspose1d

torch.nn.quantized.ConvTranspose2d

torch.nn.quantized.ConvTranspose3d

torch.nn.quantized.Embedding

torch.nn.quantized.Embedding.from_float

torch.nn.quantized.EmbeddingBag

torch.nn.quantized.EmbeddingBag.from_float

torch.nn.quantized.FloatFunctional

torch.nn.quantized.FXFloatFunctional

torch.nn.quantized.QFunctional

torch.nn.quantized.Linear

torch.nn.quantized.Linear.from_float

torch.nn.quantized.Linear.from_reference

torch.nn.quantized.LayerNorm

torch.nn.quantized.GroupNorm

torch.nn.quantized.InstanceNorm1d

torch.nn.quantized.InstanceNorm2d

torch.nn.quantized.InstanceNorm3d

torch.nn.quantized.functional.avg_pool2d

torch.nn.quantized.functional.avg_pool3d

torch.nn.quantized.functional.adaptive_avg_pool2d

torch.nn.quantized.functional.adaptive_avg_pool3d

torch.nn.quantized.functional.conv1d

torch.nn.quantized.functional.conv2d

torch.nn.quantized.functional.conv3d

torch.nn.quantized.functional.interpolate

torch.nn.quantized.functional.linear

torch.nn.quantized.functional.max_pool1d

torch.nn.quantized.functional.max_pool2d

torch.nn.quantized.functional.celu

torch.nn.quantized.functional.leaky_relu

torch.nn.quantized.functional.hardtanh

torch.nn.quantized.functional.hardswish

torch.nn.quantized.functional.threshold

torch.nn.quantized.functional.elu

torch.nn.quantized.functional.hardsigmoid

torch.nn.quantized.functional.clamp

torch.nn.quantized.functional.upsample

torch.nn.quantized.functional.upsample_bilinear

torch.nn.quantized.functional.upsample_nearest

torch.nn.quantized.dynamic.Linear

torch.nn.quantized.dynamic.Linear.from_float

torch.nn.quantized.dynamic.LSTM

torch.nn.quantized.dynamic.GRU

torch.nn.quantized.dynamic.RNNCell

torch.nn.quantized.dynamic.LSTMCell

torch.nn.quantized.dynamic.GRUCell

torch.ao.ns._numeric_suite.compare_weights

torch.ao.ns._numeric_suite.get_logger_dict

torch.ao.ns._numeric_suite.Logger

torch.ao.ns._numeric_suite.Logger.forward

torch.ao.ns._numeric_suite.ShadowLogger

torch.ao.ns._numeric_suite.ShadowLogger.forward

torch.ao.ns._numeric_suite.OutputLogger

torch.ao.ns._numeric_suite.OutputLogger.forward

torch.ao.ns._numeric_suite.Shadow

torch.ao.ns._numeric_suite.Shadow.forward

torch.ao.ns._numeric_suite.Shadow.add

torch.ao.ns._numeric_suite.Shadow.add_scalar

torch.ao.ns._numeric_suite.Shadow.mul

torch.ao.ns._numeric_suite.Shadow.mul_scalar

torch.ao.ns._numeric_suite.Shadow.cat

torch.ao.ns._numeric_suite.Shadow.add_relu

torch.ao.ns._numeric_suite.prepare_model_with_stubs

torch.ao.ns._numeric_suite.compare_model_stub

torch.ao.ns._numeric_suite.get_matching_activations

torch.ao.ns._numeric_suite.prepare_model_outputs

torch.ao.ns._numeric_suite.compare_model_outputs

torch.ao.ns._numeric_suite_fx.OutputLogger

torch.ao.ns._numeric_suite_fx.OutputLogger.forward

torch.ao.ns._numeric_suite_fx.NSTracer

torch.ao.ns._numeric_suite_fx.NSTracer.is_leaf_module

torch.ao.ns._numeric_suite_fx.extract_weights

torch.ao.ns._numeric_suite_fx.add_loggers

torch.ao.ns._numeric_suite_fx.extract_logger_info

torch.ao.ns._numeric_suite_fx.add_shadow_loggers

torch.ao.ns._numeric_suite_fx.extract_shadow_logger_info

torch.ao.ns._numeric_suite_fx.extend_logger_results_with_comparison

torch.ao.ns.fx.utils.compute_sqnr

torch.ao.ns.fx.utils.compute_normalized_l2_error

torch.ao.ns.fx.utils.compute_cosine_similarity