var clip_gradients_max: Float Deprecated Use BNNSGraph* APIs See Also Instance Properties var learning_rate: Float A value that specifies the learning rate.Deprecated var momentum: Float The rate of momentum decay.Deprecated var gradient_scale: Float A value that specifies the gradient scaling fact...
grad_norm_g = torch.nn.utils.clip_grad_norm_(self.netG.parameters(), self.gradient_clip) self.scaler_G.step(self.optimizer_G) self.scaler_G.update() else: const_loss, l1_loss, cheat_loss, fm_loss, perceptual_loss = self.backward_G() self.g_loss.backward() grad_norm_g = torch....
计算loss 中可训练的 var_list 中的梯度。 相当于minimize() 的第一步,返回 (gradient, variable) 列表。 获得了梯度后我们就可以手动进行梯度裁剪了,下面这句话就是将梯度限制到 [-threshold, threshold] 的范围内: capped_gvs = [(tf.clip_by_value(grad, -threshold, threshold), var)forgrad, varingra...
init(learning_rate:alpha:epsilon:centered:momentum:gradient_scale:regularization_scale:regularization_func:clipping_func:clip_gradients_min:clip_gradients_max:clip_gradients_max_norm:clip_gradients_use_norm:) Deprecated Initializer init(learning_rate:alpha:epsilon:centered:momentum:gradient_scale:regularizatio...
MPSCnnPoolingL2NormGradientNode MPSCnnPoolingL2NormNode MPSCnnPoolingMax MPSCnnPoolingMaxGradient MPSCnnPoolingMaxGradient Constructors Properties MPSCnnPoolingMaxGradientNode MPSCnnPoolingMaxNode MPSCnnPoolingNode MPSCnnReductionType MPSCnnSoftMax MPSCnnSoftMaxGradient MPSCnnSoftMaxGradientNode MPSCnnSoftMaxNod...
max_grad_norm=1.0, # clip gradient norm to 1.0 loraplus_lr_ratio=16.0, # use LoRA+ algorithm with lambda=16.0 bf16=True, # use float16 mixed precision training use_liger_kernel=True, # use liger kernel for efficient training cutoff_len=20000, # maximum sequence length ...
gradient checkpointing works with features_only=True Feb 7, 2023 New inference benchmark numbers added in results folder. Add convnext LAION CLIP trained weights and initial set of in1k fine-tunes convnext_base.clip_laion2b_augreg_ft_in1k - 86.2% @ 256x256 convnext_base.clip_laiona_...
GlobalClipAssociation GlobalMotionClip GlobalUtilityPlugin Global_Clip_Associations Global_Container Global_Motion_Clip Glow Glow_Element Glow__lume Gnormal Go_To_Rotation Gradient Gradient_GradCtlData Gradient_Ramp Gradient_Ramp__3dsmax Gradient__3dsmax Gravitybinding GripManager GroupBoxControl GroupEnd...
MPSCnnPoolingL2NormGradientNode MPSCnnPoolingL2NormNode MPSCnnPoolingMax MPSCnnPoolingMax 建構函式 屬性 MPSCnnPoolingMaxGradient MPSCnnPoolingMaxGradientNode MPSCnnPoolingMaxNode MPSCnnPoolingNode MPSCnnReductionType MPSCnnSoftMax MPSCnnSoftMaxGradient MPSCnnSoftMaxGradientNode MPSCnnSoftMaxNode MPSCnnSpatia...
MPSCnnPoolingAverageGradientNode MPSCnnPoolingAverageNode MPSCnnPoolingGradient MPSCnnPoolingGradientNode MPSCnnPoolingL2Norm MPSCnnPoolingL2NormGradient MPSCnnPoolingL2NormGradientNode MPSCnnPoolingL2NormNode MPSCnnPoolingMax MPSCnnPoolingMaxGradient MPSCnnPoolingMaxGradientNode MPSCnnPoolingMaxNode MPSCnnPooling...