IBM / aihwkit

IBM Analog Hardware Acceleration Kit

https://aihwkit.readthedocs.io

IBM/aihwkit Issues

Output image quality issues in RGB image generation tasks
Updated 24 days ago
Memristor noise acquisition
Closed a month ago
Segment Fault Happens when Applying Gradient Update on TransferCompound on CUDA in Debug Mode
Closed 2 months ago6
Per-Column Weight Scaling
Closed 2 months ago2
Version issues during pip installation in the Advanced Installation Guide
Closed 3 months ago3
Model Initialized outsize [w_min, w_max]: Pinpointing the bug in issue #604
Updated 3 months ago7
AnalogConv2d incorrectly converts the input size
Closed 3 months ago5
Gradient error on GPU for subsequent Conv2d utilization after downsampling.
Updated 3 months ago4
Backward pass not ideal when using InferenceRPUConfig
Closed 3 months ago4
Underlying simulation
Closed 4 months ago1
How to Configure ReRAM as an RPU
Closed 4 months ago2
How to Configure ReRAM as a Processing Unit
Closed 4 months ago2
Analog Context doesn't get casted to float16 when model.to(dtype=float16) is called
Closed 4 months ago1
drift on non-backpropagation based algorithms
Updated 4 months ago9
Sample Validation Failure
Closed 4 months ago6
Improve documentation and add an example of training with half precision
Updated 4 months ago
Create new build wheels for osx
Updated 5 months ago
Improve installation docs
Updated 5 months ago
Code modification and application method
Closed 5 months ago5
For convolutional layers, `convert_to_analog` and `convert_to_analog_mapped` behave differently
Updated 5 months ago2
CMake building problems
Closed 5 months ago2
AIHWKIT installation failed
Closed 5 months ago
AIHWKIT installation error
Closed 5 months ago
Aihwkit installation failed
Closed 6 months ago
Training with half-precision doesn't work for the torch tile or CUDA bindings
Closed 6 months ago10
Continuing training based on checkpoint using torch tile
Closed 7 months ago7
AnalogConv2d fails when using TT-v2
Closed 7 months ago5
undefined read noise in PCM inference model
Closed 7 months ago1
WeightModifierType.DROP_CONNECT not implemented
Closed 10 months ago4
Erroneous reference to "ADD_NORMAL" in WeightNoiseType
Closed 9 months ago2
Considering weight updates for half-biased devices
Closed 9 months ago4
`WeightModifierType.DISCRETIZE` does not work on CUDA
Closed 10 months ago17
fusion_import function modifies the input model with the new conductance data
Closed 10 months ago3
Question about IOParameters arguments
Closed 10 months ago
Analog conversion for Large models
Closed a year ago7
ImportError of libmkl_intel_lp64.so.2 during compiling
Closed a year ago9
Model Initialized outsize [w_min, w_max]
Closed a year ago7
Documentation referring to "aihwkit.simulator.devices" which does not exist
Closed a year ago2
"Misplaced &" in the document
Closed a year ago2
Got runtime error when loading state_dict for AnalogLinearMapped layer
Closed a year ago2
Error occurred while building dockerfile
Closed a year ago1
GPU conda installation is not working properly
Closed a year ago5
Cannot use analog models on multiple GPUs with torch.nnDataParallel
Closed a year ago7
Transfer compound as optimizors
Closed a year ago3
Question about aihwkit install
Closed a year ago2
Discrepancy Between Documentation and Code: AnalogModuleBase
Closed a year ago3
Consider regenerating the api stubs
Closed a year ago
CUDA enabled IBM kit Advanced development setup
Closed a year ago2
Using analog models in DDP with multiple GPUs causes warnings and errors related to "wrong device"
Closed a year ago1
Update to torch 2?
Closed a year ago1