nodes/HowToSD-ComfyUI-Pt-Wrapper
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
Files
312f25067262ebeca80c049d60d87ec9f4281558
HowToSD-ComfyUI-Pt-Wrapper/modules/pytorch_wrapper
T
History
HowToSD 312f250672 Added Transformer support
2025-03-28 19:16:55 -07:00
..
hf_dataset_with_token_encode.py
Added Transformer support
2025-03-28 19:16:55 -07:00
hf_glove_dataset.py
Added GRU support.
2025-03-25 19:25:13 -07:00
pt_abs.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_acos.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_add.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_apply_function.py
Added loss functions.
2025-03-20 21:40:01 -07:00
pt_arange.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_argmax.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_argmin.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_asin.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_atan.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bitwise_and.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bitwise_left_shift.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bitwise_not.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bitwise_or.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bitwise_right_shift.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bitwise_xor.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bmm.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_bool_create.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_compute_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
pt_concat.py
Added cdf for some nodes. Added stack and concat nodes.
2025-03-19 03:15:52 -07:00
pt_cos.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_cosh.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_crop.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_data_loader_from_tensors.py
Added simple optimizer and single layer linear model as well as a workflow to show case those nodes.
2025-03-13 19:58:17 -07:00
pt_data_loader.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_div.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_einsum.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_eq.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_evaluate_classification_model.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_exp.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_flatten.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_float_create.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_floor_divide.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_from_image_transpose.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_from_image.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_from_latent.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_from_numpy.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_full.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_gather.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_ge.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_gt.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_index_select.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_int_create.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_interpolate_by_scale_factor.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_interpolate_to_size.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_le.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_linspace.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_load_model.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_log.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_logical_and.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_logical_not.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_logical_or.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_logical_xor.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_lt.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_masked_select.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_matmul.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_max.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_mean.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_median.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_min.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_mm.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_mul.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_ne.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_neg.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_ones.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_pad.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_permute.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_pow.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_predict_classification_model.py
Added simple optimizer and single layer linear model as well as a workflow to show case those nodes.
2025-03-13 19:58:17 -07:00
pt_predict_regression_model.py
Added simple optimizer and single layer linear model as well as a workflow to show case those nodes.
2025-03-13 19:58:17 -07:00
pt_prod.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_rand_int.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_rand.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_randn.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_remainder.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_reshape.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_save_model.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_scatter.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_show_size.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_show_text.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_sin.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_sinh.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_size_create.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_size_to_numpy.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_size_to_string.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_size.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_sqrt.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_squeeze.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_stack.py
Added cdf for some nodes. Added stack and concat nodes.
2025-03-19 03:15:52 -07:00
pt_std.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_sub.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_sum.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_tan.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_tanh.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_to_bfloat16.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_float16.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_float32.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_float64.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_image_transpose.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_to_image.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_to_int8.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_int16.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_int32.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_int64.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_to_latent.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_to_numpy.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_to_rgb_tensors.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_to_uint8.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
pt_tokenizer.py
Added Embedding layer and Embedding RNN Layer node.
2025-03-27 11:51:21 -07:00
pt_train_classification_model_lr.py
Added Pt Train Model node to allow specifying a Loss node for training.
2025-03-21 16:47:57 -07:00
pt_train_classification_model.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_train_classification_transformer_model.py
Added Transformer support
2025-03-28 19:16:55 -07:00
pt_train_model.py
Added support for RNN
2025-03-24 23:21:35 -07:00
pt_train_regression_model.py
Added simple optimizer and single layer linear model as well as a workflow to show case those nodes.
2025-03-13 19:58:17 -07:00
pt_train_rnn_model.py
Added Embedding layer and Embedding RNN Layer node.
2025-03-27 11:51:21 -07:00
pt_unsqueeze.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_var.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_view.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_where.py
Initial commit
2025-03-10 14:34:01 -07:00
pt_zeros.py
Initial commit
2025-03-10 14:34:01 -07:00
ptd_bernoulli.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_beta.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_binomial.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_categorical.py
Added distribution-related nodes.
2025-03-18 01:11:46 -07:00
ptd_chi2.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_exponential.py
Added distribution-related nodes.
2025-03-18 01:11:46 -07:00
ptd_gamma.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_normal.py
Added distribution-related nodes.
2025-03-18 01:11:46 -07:00
ptd_poisson.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_student_t.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptd_uniform.py
Added distribution-related nodes.
2025-03-18 01:11:46 -07:00
ptdm_cdf_tensor.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_cdf.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_icdf_tensor.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptdm_icdf.py
Implemented icdf for distribution nodes.
2025-03-19 13:40:49 -07:00
ptdm_log_prob_tensor.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_log_prob.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_pdf_tensor.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_pdf.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_pmf_tensor.py
Added distribution method nodes that take 2d tensor as input
2025-03-18 13:45:55 -07:00
ptdm_pmf.py
Added distribution-related nodes.
2025-03-18 01:11:46 -07:00
ptdm_sample.py
Added distribution-related nodes.
2025-03-18 01:11:46 -07:00
ptf_gelu.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_leaky_relu.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_log_softmax.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_relu.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_sigmoid.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_silu.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_softmax.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_softplus.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptf_tanh.py
Updated docstrings for activation functions and data type conversion functions.
2025-03-14 19:36:21 -07:00
ptn_avg_pool2d.py
Added BatchNorm2d, LayerNorm, InstanceNorm2d nodes.
2025-03-19 22:15:19 -07:00
ptn_batch_norm2d.py
Added BatchNorm2d, LayerNorm, InstanceNorm2d nodes.
2025-03-19 22:15:19 -07:00
ptn_bce_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_bce_with_logits_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_chained_model.py
Added Ptn Conv2d, Ptn Max Pool2d, Ptn Avg Pool2d nodes.
2025-03-15 21:26:57 -07:00
ptn_conv2d.py
Added BatchNorm2d, LayerNorm, InstanceNorm2d nodes.
2025-03-19 22:15:19 -07:00
ptn_conv_model_def.py
Added Ptn Pre Add Channel Axis node and Ptn Pre Flatten node. Also added example workflows to build a model from scratch using Ptn Chained Model node.
2025-03-15 23:51:42 -07:00
ptn_conv_model.py
Added Ptn Conv2d, Ptn Max Pool2d, Ptn Avg Pool2d nodes.
2025-03-15 21:26:57 -07:00
ptn_cross_entropy_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_embedding_rnn_linear.py
Added Embedding layer and Embedding RNN Layer node.
2025-03-27 11:51:21 -07:00
ptn_embedding_transformer_linear.py
Added Transformer support
2025-03-28 19:16:55 -07:00
ptn_embedding.py
Added Embedding layer and Embedding RNN Layer node.
2025-03-27 11:51:21 -07:00
ptn_gru_linear.py
Added GRU support.
2025-03-25 19:25:13 -07:00
ptn_gru.py
Added GRU support.
2025-03-25 19:25:13 -07:00
ptn_huber_loss.py
Fixed the docstring for Huber and SmoothL1 loss
2025-03-20 21:50:54 -07:00
ptn_instance_norm2d.py
Added BatchNorm2d, LayerNorm, InstanceNorm2d nodes.
2025-03-19 22:15:19 -07:00
ptn_kl_div_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_l1_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_layer_norm.py
Added BatchNorm2d, LayerNorm, InstanceNorm2d nodes.
2025-03-19 22:15:19 -07:00
ptn_linear_model_def.py
Initial commit
2025-03-10 14:34:01 -07:00
ptn_linear_model.py
Added Ptn Conv2d, Ptn Max Pool2d, Ptn Avg Pool2d nodes.
2025-03-15 21:26:57 -07:00
ptn_linear.py
Added Ptn Conv2d, Ptn Max Pool2d, Ptn Avg Pool2d nodes.
2025-03-15 21:26:57 -07:00
ptn_lstm_linear.py
Added LSTM support
2025-03-26 02:43:05 -07:00
ptn_lstm.py
Added LSTM support
2025-03-26 02:43:05 -07:00
ptn_max_pool2d.py
Added BatchNorm2d, LayerNorm, InstanceNorm2d nodes.
2025-03-19 22:15:19 -07:00
ptn_mse_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_nll_loss.py
Added loss functions.
2025-03-20 21:40:01 -07:00
ptn_pre_add_channel_axis.py
Added Ptn Pre Add Channel Axis node and Ptn Pre Flatten node. Also added example workflows to build a model from scratch using Ptn Chained Model node.
2025-03-15 23:51:42 -07:00
ptn_pre_flatten.py
Added Ptn Pre Add Channel Axis node and Ptn Pre Flatten node. Also added example workflows to build a model from scratch using Ptn Chained Model node.
2025-03-15 23:51:42 -07:00
ptn_resnet_model_def.py
Excluded ResNet classes from __init__.py.
2025-03-10 16:22:22 -07:00
ptn_resnet_model.py
Added Ptn Conv2d, Ptn Max Pool2d, Ptn Avg Pool2d nodes.
2025-03-15 21:26:57 -07:00
ptn_rnn_linear.py
Added support for RNN
2025-03-24 23:21:35 -07:00
ptn_rnn.py
Added GRU support.
2025-03-25 19:25:13 -07:00
ptn_smooth_l1_loss.py
Fixed the docstring for Huber and SmoothL1 loss
2025-03-20 21:50:54 -07:00
pto_adam.py
Added Pto AdamW and Pto SGD optimizer nodes.
2025-03-15 15:59:40 -07:00
pto_adamw.py
Added Pto AdamW and Pto SGD optimizer nodes.
2025-03-15 15:59:40 -07:00
pto_lr_scheduler_cosine_annealing.py
Added Transformer support
2025-03-28 19:16:55 -07:00
pto_lr_scheduler_reduce_on_plateau.py
Added lr scheduler nodes and cifar10 workflows.
2025-03-12 14:57:44 -07:00
pto_lr_scheduler_step.py
Added lr scheduler nodes and cifar10 workflows.
2025-03-12 14:57:44 -07:00
pto_sgd.py
Added Pto AdamW and Pto SGD optimizer nodes.
2025-03-15 15:59:40 -07:00
pto_simple.py
Added Pto AdamW and Pto SGD optimizer nodes.
2025-03-15 15:59:40 -07:00
ptv_dataset_len.py
Initial commit
2025-03-10 14:34:01 -07:00
ptv_dataset_loader.py
Initial commit
2025-03-10 14:34:01 -07:00
ptv_dataset.py
Initial commit
2025-03-10 14:34:01 -07:00
ptv_hf_dataset_with_token_encode.py
Added Transformer support
2025-03-28 19:16:55 -07:00
ptv_hf_glove_dataset.py
Added Embedding layer and Embedding RNN Layer node.
2025-03-27 11:51:21 -07:00
ptv_image_folder_dataset.py
Initial commit
2025-03-10 14:34:01 -07:00
ptv_sequential_tensor_dataset.py
Added support for RNN
2025-03-24 23:21:35 -07:00
ptv_transforms_data_augment.py
Added data augmentation transform and CIFAR-10 workflows.
2025-03-10 23:08:49 -07:00
ptv_transforms_resize.py
Initial commit
2025-03-10 14:34:01 -07:00
ptv_transforms_to_tensor.py
Initial commit
2025-03-10 14:34:01 -07:00
rnn_output_reshape.py
Added support for RNN
2025-03-24 23:21:35 -07:00
utils.py
Added Embedding layer and Embedding RNN Layer node.
2025-03-27 11:51:21 -07:00