IntelLabs/distiller issues and pull requests

#101 - fix the spelling error

Pull Request - State: closed - Opened by 103yiran almost 6 years ago - 1 comment

#100 - quant_aware_train_linear_quant doesn't work on resnet20_cifar

Issue - State: closed - Opened by ijackyang almost 6 years ago - 3 comments

#99 - Fix bug: --qe do not save compression scheduler

Pull Request - State: closed - Opened by chenys1995 almost 6 years ago - 1 comment

#98 - delete the unnecessary colon

Pull Request - State: closed - Opened by 103yiran almost 6 years ago - 1 comment

#97 - Update example arguments of earlyexit

Pull Request - State: closed - Opened by Gxllii almost 6 years ago

#96 - Bug fixed for earlyexit

Pull Request - State: closed - Opened by Gxllii almost 6 years ago - 3 comments

#95 - "Range-Based" Linear Quantization Features

Pull Request - State: closed - Opened by guyjacob almost 6 years ago

#94 - Regression Issues with Resnet 'pretrainedmodels'

Issue - State: closed - Opened by barrh almost 6 years ago - 1 comment

#93 - Important changes to pruning channels and filters

Pull Request - State: closed - Opened by nzmora almost 6 years ago

#92 - Bug fixed for evaluating thinning and linear quantized model and Low-precisions checkpoint saving

Pull Request - State: closed - Opened by chenys1995 almost 6 years ago - 4 comments

#91 - Support low precision weight(<=8 bits) saving

Pull Request - State: closed - Opened by chenys1995 almost 6 years ago - 2 comments

#90 - Knowledge Distillation

Issue - State: closed - Opened by HKLee2040 almost 6 years ago - 2 comments

#89 - Export quantized model

Issue - State: closed - Opened by cattpku almost 6 years ago - 5 comments

#88 - Fix assign_layer_fq_names

Pull Request - State: closed - Opened by barrh almost 6 years ago - 3 comments

#87 - loss.backward() --> RuntimeError

Issue - State: closed - Opened by HKLee2040 almost 6 years ago - 6 comments
Labels: bug

#86 - filter pruning error

Issue - State: closed - Opened by cattpku almost 6 years ago - 7 comments

#85 - Structure pruning is broken for models with non-serial connections

Issue - State: closed - Opened by nzmora almost 6 years ago - 10 comments
Labels: bug

#84 - Quantization Features

Pull Request - State: closed - Opened by guyjacob almost 6 years ago - 1 comment

#83 - Does quantization support zero-point?

Issue - State: closed - Opened by qinjian623 almost 6 years ago - 4 comments
Labels: quantization

#82 - initialization for GradientRankedFilterPruner

Issue - State: closed - Opened by gaojinw almost 6 years ago - 1 comment

#81 - Fix Issue 79

Pull Request - State: closed - Opened by nzmora almost 6 years ago

#80 - Earlyexit docs

Pull Request - State: closed - Opened by haim-barad almost 6 years ago - 1 comment

#79 - sensitivity analysis fail

Issue - State: closed - Opened by cattpku almost 6 years ago - 22 comments

#78 - Query about adjusting the forward() method of the model post Thinning

Issue - State: closed - Opened by vinutah almost 6 years ago

#77 - Bug fix: value of best_top1 stored in the checkpoint may be wrong

Pull Request - State: closed - Opened by nzmora about 6 years ago

#76 - Fix: Resuming from checkpoint ignored the masks stored in the checkpoint

Pull Request - State: closed - Opened by nzmora about 6 years ago

#75 - Earlyexit docs

Pull Request - State: closed - Opened by haim-barad about 6 years ago

#74 - resume optimizer

Pull Request - State: closed - Opened by hunterkun about 6 years ago - 2 comments

#73 - Thinning FC layers

Issue - State: closed - Opened by vinutah about 6 years ago - 7 comments

#72 - explicitly adjust lr according to current epoch

Pull Request - State: closed - Opened by hunterkun about 6 years ago - 5 comments

#71 - Fixed validation stats and added new summary stats

Pull Request - State: closed - Opened by haim-barad about 6 years ago

#70 - lr_scheduler doesn't work when start training from checkpoint

Issue - State: closed - Opened by stvreumi about 6 years ago - 13 comments
Labels: help wanted

#69 - Network surgery

Pull Request - State: closed - Opened by nzmora about 6 years ago

#68 - Not available link in docs pruning AGP section

Issue - State: closed - Opened by stvreumi about 6 years ago

#67 - Quantization with 1D convolutions

Issue - State: closed - Opened by dorian95 about 6 years ago - 2 comments

#66 - No such file or directory: '../../../data.imagenet/train'

Issue - State: closed - Opened by dorian95 about 6 years ago - 2 comments

#65 - The link in the getting started section on the readme is not available

Issue - State: closed - Opened by stvreumi about 6 years ago - 3 comments

#64 - Automated Deep Compression status

Issue - State: closed - Opened by amjad-twalo about 6 years ago - 28 comments
Labels: automated compression

#63 - Pruning: remove unnecessary backward hook used for masking gradients

Pull Request - State: closed - Opened by nzmora about 6 years ago

#62 - yolov2 and darknet19

Issue - State: closed - Opened by Sunyouteng about 6 years ago - 4 comments

#61 - Activation statistics collection

Pull Request - State: closed - Opened by nzmora about 6 years ago

#60 - The problem of example command

Issue - State: closed - Opened by TonightGo about 6 years ago - 3 comments

#59 - cannot resume model for training

Issue - State: closed - Opened by gleefeng about 6 years ago - 8 comments
Labels: enhancement

#58 - AGP for structs

Pull Request - State: closed - Opened by nzmora about 6 years ago

#57 - ONNX export: add Softmax layer to the end of image classifiers

Pull Request - State: closed - Opened by nzmora about 6 years ago

#56 - Averaging-based activations clipping in SymmetricLinearQuantizer

Pull Request - State: closed - Opened by guyjacob about 6 years ago

#55 - Fix Issue #53

Pull Request - State: closed - Opened by nzmora about 6 years ago

#54 - Questions about regularization and pruning

Issue - State: closed - Opened by hunterkun about 6 years ago - 2 comments

#53 - Some confusions about pruning procedure

Issue - State: closed - Opened by hunterkun about 6 years ago - 5 comments
Labels: question

#52 - two things to confirm about weights and activations quantization

Issue - State: closed - Opened by hunterkun about 6 years ago - 1 comment

#51 - Attention-Based Guided Structured Sparsity (GSS)

Pull Request - State: closed - Opened by nzmora about 6 years ago

#50 - Fix bug: Loading the SymmetricLinearQuantizer

Pull Request - State: closed - Opened by chenys1995 about 6 years ago - 1 comment

#49 - Resume from checkpoint with quantization

Issue - State: closed - Opened by chenys1995 about 6 years ago - 1 comment

#48 - A temporary fix for issue #36

Pull Request - State: closed - Opened by nzmora about 6 years ago

#47 - A small stand-alone utility to inspect the contents of checkpoint files

Pull Request - State: closed - Opened by nzmora about 6 years ago - 5 comments

#46 - Clean up PyTorch 0.3 compatibility code

Pull Request - State: closed - Opened by nzmora about 6 years ago

#45 - Add support for ResNext

Pull Request - State: closed - Opened by haim-barad about 6 years ago - 1 comment

#44 - Earlyexit

Pull Request - State: closed - Opened by haim-barad about 6 years ago - 1 comment

#43 - why the "direct" quantization operate can't make model smaller？

Issue - State: closed - Opened by ShaneHX about 6 years ago - 2 comments

#42 - Do you have a plan to implement INQ in distiller?

Issue - State: closed - Opened by shengwenliang about 6 years ago - 3 comments

#41 - Knowledge distillation flow

Pull Request - State: closed - Opened by guyjacob over 6 years ago - 4 comments

#40 - Fix bug: thresholding matrix cols should use dim=0 (issue #39)

Pull Request - State: closed - Opened by nzmora over 6 years ago

#39 - GroupThresholdMixin for Column Pruning

Issue - State: closed - Opened by vinutah over 6 years ago - 1 comment

#38 - Generalize the loss value returned from before_backward_pass callbacks

Pull Request - State: closed - Opened by guyjacob over 6 years ago

#37 - Thresholding 4D Tensors

Issue - State: closed - Opened by vinutah over 6 years ago - 2 comments

#36 - prune conv filters will not process successor bn layers

Issue - State: closed - Opened by Jie-Fang over 6 years ago - 10 comments

#35 - Query on optimizer

Issue - State: closed - Opened by hunterkun over 6 years ago - 5 comments

#34 - Can'r run prune and quantization together

Issue - State: closed - Opened by lijian18 over 6 years ago - 9 comments

#33 - Mag pruner doc

Pull Request - State: closed - Opened by nzmora over 6 years ago

#32 - Earlyexit

Pull Request - State: closed - Opened by haim-barad over 6 years ago - 2 comments

#31 - RuntimeError: cuda runtime error (30)

Issue - State: closed - Opened by zhuhui123 over 6 years ago - 2 comments

#30 - Pact quantizer

Pull Request - State: closed - Opened by galnov over 6 years ago

#29 - Earlyexit

Pull Request - State: closed - Opened by haim-barad over 6 years ago

#28 - ADC (Automatic Deep Compression) example + features, tests, bug fixes

Pull Request - State: closed - Opened by nzmora over 6 years ago - 1 comment

#27 - Fix 26

Pull Request - State: closed - Opened by nzmora over 6 years ago

#25 - Allow quantize_bias to work in WRPNQuantizer

Pull Request - State: closed - Opened by rotx-eva over 6 years ago - 1 comment

#24 - Minor Clean Up of Quantizer.py

Issue - State: closed - Opened by vinutah over 6 years ago - 1 comment

#23 - ONNX export for quantization?

Issue - State: closed - Opened by rotx-eva over 6 years ago - 4 comments

#22 - Query on quantization of Bias

Issue - State: closed - Opened by vinutah over 6 years ago - 3 comments

#21 - Resume from checkpoint with quantization

Issue - State: closed - Opened by rotx-eva over 6 years ago - 2 comments

#20 - Changes to weights sparsity summary

Pull Request - State: closed - Opened by guyjacob over 6 years ago

#19 - Compressing seq2seq

Issue - State: closed - Opened by nzmora over 6 years ago - 9 comments
Labels: help wanted

#18 - Allow ‘device’ specification in file_config so we can run on CPU

Pull Request - State: closed - Opened by rotx-eva over 6 years ago - 4 comments

#17 - Allow quantize_bias to work in DorefaQuantizer and checkpoints

Pull Request - State: closed - Opened by rotx-eva over 6 years ago - 1 comment

#16 - Prevent display of ‘float_weight’, allow bias in textual sparsity table

Pull Request - State: closed - Opened by rotx-eva over 6 years ago - 2 comments

#15 - Query on Quantization of Input batches.

Issue - State: closed - Opened by vinutah over 6 years ago - 7 comments

#14 - Unable to reproduce 6.96% test error for resnet-56 on cifar10

Issue - State: closed - Opened by Eric-mingjie over 6 years ago - 4 comments

#13 - tensorboard backend

Issue - State: closed - Opened by le8888e over 6 years ago - 2 comments

#12 - Fix symmetric linear quantization math derivation in docs

Pull Request - State: closed - Opened by guyjacob over 6 years ago

#11 - Symmetric Linear Quantization

Issue - State: closed - Opened by vinutah over 6 years ago - 1 comment

#10 - DOC: Minor Fixes

Pull Request - State: closed - Opened by thomasjpfan over 6 years ago

#9 - A version for tensorflow framework?

Issue - State: closed - Opened by zldrobit over 6 years ago - 2 comments

#8 - Training with quantization

Pull Request - State: closed - Opened by guyjacob over 6 years ago - 1 comment

#7 - Make PNG summary compatible with latest SummaryGraph class changes

Pull Request - State: closed - Opened by guyjacob over 6 years ago

#6 - Thinning

Pull Request - State: closed - Opened by nzmora over 6 years ago

#5 - docs-src/usage: Fix wrong schedule path (#4)

Pull Request - State: closed - Opened by nzmora over 6 years ago

#4 - There is probelm in usage of Documentation

Issue - State: closed - Opened by XiaobingSuper over 6 years ago - 3 comments

#3 - 8-bit Quantization - Save model + add test + updated docs

Pull Request - State: closed - Opened by guyjacob over 6 years ago

#2 - README - fix type in quantization command line

Pull Request - State: closed - Opened by guyjacob over 6 years ago

#1 - invalid choice: 'resnet20-cifar'?

Issue - State: closed - Opened by KangolHsu over 6 years ago - 4 comments

GitHub / IntelLabs/distiller issues and pull requests