CHANGELOG.md
CLAUDE.md
LICENSE
MANIFEST.in
README.md
__init__.py
main.py
pyproject.toml
test_quick.py
./__init__.py
./main.py
./test_quick.py
./shaders/activation-gcu-backward.glsl
./shaders/activation-gcu.glsl
./shaders/activation-gelu-backward.glsl
./shaders/activation-gelu.glsl
./shaders/activation-relu-backward.glsl
./shaders/activation-relu.glsl
./shaders/activation-roswish-backward.glsl
./shaders/activation-roswish.glsl
./shaders/activation-silu-backward.glsl
./shaders/activation-silu.glsl
./shaders/activation-softmax-backward.glsl
./shaders/activation-softmax.glsl
./shaders/activation-softplus.glsl
./shaders/activation-swiglu-backward.glsl
./shaders/activation-swiglu.glsl
./shaders/adam-update.glsl
./shaders/affect-adam.glsl
./shaders/affect-mlp-backward.glsl
./shaders/affect-mlp-forward.glsl
./shaders/attention-backward.glsl
./shaders/attention-concat-heads.glsl
./shaders/attention-mask.glsl
./shaders/attention-output-gpt.glsl
./shaders/attention-output-t5.glsl
./shaders/attention-output.glsl
./shaders/attention-prosody-modulation.glsl
./shaders/attention-scores.glsl
./shaders/avgpool2d-backward.glsl
./shaders/avgpool2d-forward.glsl
./shaders/batch-similarity.glsl
./shaders/batchnorm2d-backward.glsl
./shaders/batchnorm2d-forward.glsl
./shaders/bridge-continuous-to-spike.glsl
./shaders/bridge-spike-to-continuous.glsl
./shaders/bridge-temporal-weights.glsl
./shaders/capsule-project.glsl
./shaders/contrastive-gradient.glsl
./shaders/contrastive-loss.glsl
./shaders/conv2d-backward-input.glsl
./shaders/conv2d-backward-weight.glsl
./shaders/conv2d-forward.glsl
./shaders/convd_col2im.glsl
./shaders/convd_col2im_noatomic.glsl
./shaders/convd_im2col.glsl
./shaders/cross-entropy-backward.glsl
./shaders/decode-greedy.glsl
./shaders/decode-sample.glsl
./shaders/dg-sparse-expand.glsl
./shaders/domain-classifier.glsl
./shaders/domain-combine-experts.glsl
./shaders/domain-predict.glsl
./shaders/domain-router.glsl
./shaders/embedding-attention.glsl
./shaders/embedding-ffn.glsl
./shaders/embedding-lookup.glsl
./shaders/embedding-normalize.glsl
./shaders/embedding-pool-mask.glsl
./shaders/embedding-pool.glsl
./shaders/embedding-position.glsl
./shaders/faiss-distance.glsl
./shaders/faiss-ivf-filter.glsl
./shaders/faiss-kmeans-update.glsl
./shaders/faiss-quantize.glsl
./shaders/faiss-topk.glsl
./shaders/fft-bitrev.glsl
./shaders/fft-butterfly.glsl
./shaders/fft-magnitude.glsl
./shaders/fft-normalize.glsl
./shaders/fft-power-spectrum.glsl
./shaders/fisher-ewc-penalty.glsl
./shaders/fisher-info.glsl
./shaders/fisher-natural-gradient.glsl
./shaders/fisher-normalize.glsl
./shaders/flash-attention2-rope.glsl
./shaders/flash-attention2.glsl
./shaders/fnn-dropout.glsl
./shaders/fnn-layernorm-backward.glsl
./shaders/fnn-layernorm.glsl
./shaders/fnn-linear-backward.glsl
./shaders/fnn-linear.glsl
./shaders/fnn-residual.glsl
./shaders/fnn-xavier-init.glsl
./shaders/fused-geglu-backward.glsl
./shaders/fused-geglu.glsl
./shaders/fused-layernorm-linear.glsl
./shaders/fused-linear-gcu.glsl
./shaders/fused-linear-gelu.glsl
./shaders/fused-linear-relu.glsl
./shaders/fused-linear-roswish.glsl
./shaders/fused-linear-silu.glsl
./shaders/fused-qkv-projection.glsl
./shaders/fused-reglu-backward.glsl
./shaders/fused-reglu.glsl
./shaders/fused-swiglu-backward.glsl
./shaders/fused-swiglu.glsl
./shaders/gemm_mnk.glsl
./shaders/gif-neuron.glsl
./shaders/gif-prosody.glsl
./shaders/hebbian-learning.glsl
./shaders/hilbert_similarity.comp
./shaders/hybrid-blend.glsl
./shaders/lif-neuron.glsl
./shaders/lora-backward.glsl
./shaders/lora-forward.glsl
./shaders/loss-cross-entropy.glsl
./shaders/loss-fn-bce.glsl
./shaders/lstm-cell-forward.glsl
./shaders/maxpool2d-backward.glsl
./shaders/maxpool2d-forward.glsl
./shaders/memory-context-aggregate.glsl
./shaders/memory-inject-concat.glsl
./shaders/memory-inject-gate.glsl
./shaders/memory-inject-residual.glsl
./shaders/memory-query-pooling.glsl
./shaders/memory-read.glsl
./shaders/memory-write.glsl
./shaders/nlms-ensemble.glsl
./shaders/nlms-metrics.glsl
./shaders/nlms-predict.glsl
./shaders/nlms-update.glsl
./shaders/place-cell.glsl
./shaders/rope.glsl
./shaders/semantic-encoder.glsl
./shaders/snn-expand-time-dim.glsl
./shaders/snn-expert-readout.glsl
./shaders/snn-matmul.glsl
./shaders/snn-readout.glsl
./shaders/snn-rmsnorm.glsl
./shaders/snn-softmax.glsl
./shaders/snn-time-expand.glsl
./shaders/stdp-learning.glsl
./shaders/synapsis-forward.glsl
./shaders/synapsis-stdp-trace.glsl
./shaders/synapsis-stdp-update.glsl
./shaders/theta-gamma-encoding.glsl
./shaders/time-cell.glsl
./shaders/whitening-apply.glsl
./shaders/whitening-batch-stats.glsl
./shaders/whitening-transform.glsl
./shaders/experimental/vsa-argmax-rows.glsl
./shaders/experimental/vsa-bind-batch.glsl
./shaders/experimental/vsa-bind.glsl
./shaders/experimental/vsa-bundle-batch.glsl
./shaders/experimental/vsa-bundle.glsl
./shaders/experimental/vsa-fft-convolve.glsl
./shaders/experimental/vsa-mask-selected.glsl
./shaders/experimental/vsa-resonator-step.glsl
./shaders/experimental/vsa-similarity-batch.glsl
./shaders/experimental/spv/vsa-bind-batch.spv
./shaders/experimental/spv/vsa-bind.spv
./shaders/experimental/spv/vsa-bundle-batch.spv
./shaders/experimental/spv/vsa-bundle.spv
./shaders/experimental/spv/vsa-fft-convolve.spv
./shaders/experimental/spv/vsa-resonator-step.spv
./shaders/experimental/spv/vsa-similarity-batch.spv
./shaders/spv/activation-gcu-backward.spv
./shaders/spv/activation-gcu.spv
./shaders/spv/activation-gelu-backward.spv
./shaders/spv/activation-gelu.spv
./shaders/spv/activation-relu-backward.spv
./shaders/spv/activation-relu.spv
./shaders/spv/activation-roswish-backward.spv
./shaders/spv/activation-roswish.spv
./shaders/spv/activation-silu-backward.spv
./shaders/spv/activation-silu.spv
./shaders/spv/activation-softmax-backward.spv
./shaders/spv/activation-softmax.spv
./shaders/spv/activation-softplus.spv
./shaders/spv/activation-swiglu-backward.spv
./shaders/spv/activation-swiglu.spv
./shaders/spv/adam-update.spv
./shaders/spv/affect-adam.spv
./shaders/spv/affect-mlp-backward.spv
./shaders/spv/affect-mlp-forward.spv
./shaders/spv/attention-backward.spv
./shaders/spv/attention-concat-heads.spv
./shaders/spv/attention-mask.spv
./shaders/spv/attention-output-gpt.spv
./shaders/spv/attention-output-t5.spv
./shaders/spv/attention-output.spv
./shaders/spv/attention-prosody-modulation.spv
./shaders/spv/attention-scores.spv
./shaders/spv/avgpool2d-backward-new.spv
./shaders/spv/avgpool2d-backward.spv
./shaders/spv/avgpool2d-forward.spv
./shaders/spv/batch-similarity.spv
./shaders/spv/batchnorm2d-backward.spv
./shaders/spv/batchnorm2d-forward.spv
./shaders/spv/bridge-continuous-to-spike.spv
./shaders/spv/bridge-spike-to-continuous.spv
./shaders/spv/bridge-temporal-weights.spv
./shaders/spv/capsule-project.spv
./shaders/spv/contrastive-gradient.spv
./shaders/spv/contrastive-loss.spv
./shaders/spv/conv2d-backward-input.spv
./shaders/spv/conv2d-backward-weight.spv
./shaders/spv/conv2d-forward.spv
./shaders/spv/convd_col2im.spv
./shaders/spv/convd_im2col.spv
./shaders/spv/cross-entropy-backward.spv
./shaders/spv/decode-greedy.spv
./shaders/spv/decode-sample.spv
./shaders/spv/dg-sparse-expand.spv
./shaders/spv/domain-classifier.spv
./shaders/spv/domain-combine-experts.spv
./shaders/spv/domain-predict.spv
./shaders/spv/domain-router.spv
./shaders/spv/embedding-attention.spv
./shaders/spv/embedding-ffn.spv
./shaders/spv/embedding-lookup.spv
./shaders/spv/embedding-normalize.spv
./shaders/spv/embedding-pool-mask.spv
./shaders/spv/embedding-pool.spv
./shaders/spv/embedding-position.spv
./shaders/spv/faiss-distance.spv
./shaders/spv/faiss-ivf-filter.spv
./shaders/spv/faiss-kmeans-update.spv
./shaders/spv/faiss-quantize.spv
./shaders/spv/faiss-topk.spv
./shaders/spv/fft-bitrev.spv
./shaders/spv/fft-butterfly.spv
./shaders/spv/fft-magnitude.spv
./shaders/spv/fft-normalize.spv
./shaders/spv/fft-power-spectrum.spv
./shaders/spv/fisher-ewc-penalty.spv
./shaders/spv/fisher-info.spv
./shaders/spv/fisher-natural-gradient.spv
./shaders/spv/fisher-normalize.spv
./shaders/spv/flash-attention2-rope.spv
./shaders/spv/flash-attention2.spv
./shaders/spv/fnn-dropout.spv
./shaders/spv/fnn-layernorm-backward.spv
./shaders/spv/fnn-layernorm.spv
./shaders/spv/fnn-linear-backward.spv
./shaders/spv/fnn-linear.spv
./shaders/spv/fnn-residual.spv
./shaders/spv/fnn-xavier-init.spv
./shaders/spv/fused-geglu-backward.spv
./shaders/spv/fused-geglu.spv
./shaders/spv/fused-layernorm-linear.spv
./shaders/spv/fused-linear-gcu.spv
./shaders/spv/fused-linear-gelu.spv
./shaders/spv/fused-linear-relu.spv
./shaders/spv/fused-linear-roswish.spv
./shaders/spv/fused-linear-silu.spv
./shaders/spv/fused-qkv-projection.spv
./shaders/spv/fused-reglu-backward.spv
./shaders/spv/fused-reglu.spv
./shaders/spv/fused-swiglu-backward.spv
./shaders/spv/fused-swiglu.spv
./shaders/spv/gemm_mnk.spv
./shaders/spv/gif-neuron.spv
./shaders/spv/gif-prosody.spv
./shaders/spv/hebbian-learning.spv
./shaders/spv/hybrid-blend.spv
./shaders/spv/l2-normalize.spv
./shaders/spv/lif-neuron.spv
./shaders/spv/lora-backward.spv
./shaders/spv/lora-forward.spv
./shaders/spv/loss-cross-entropy.spv
./shaders/spv/loss-fn-bce.spv
./shaders/spv/maxpool2d-backward.spv
./shaders/spv/maxpool2d-forward.spv
./shaders/spv/mean-pooling.spv
./shaders/spv/memory-context-aggregate.spv
./shaders/spv/memory-inject-concat.spv
./shaders/spv/memory-inject-gate.spv
./shaders/spv/memory-inject-residual.spv
./shaders/spv/memory-query-pooling.spv
./shaders/spv/memory-read.spv
./shaders/spv/memory-write.spv
./shaders/spv/nlms-ensemble.spv
./shaders/spv/nlms-metrics.spv
./shaders/spv/nlms-predict.spv
./shaders/spv/nlms-update.spv
./shaders/spv/place-cell.spv
./shaders/spv/position-encoding.spv
./shaders/spv/rope.spv
./shaders/spv/semantic-encoder.spv
./shaders/spv/snn-expand-time-dim.spv
./shaders/spv/snn-expert-readout.spv
./shaders/spv/snn-matmul.spv
./shaders/spv/snn-readout.spv
./shaders/spv/snn-rmsnorm.spv
./shaders/spv/snn-softmax.spv
./shaders/spv/snn-time-expand.spv
./shaders/spv/stdp-learning.spv
./shaders/spv/synapsis-forward.spv
./shaders/spv/synapsis-stdp-trace.spv
./shaders/spv/synapsis-stdp-update.spv
./shaders/spv/theta-gamma-encoding.spv
./shaders/spv/time-cell.spv
./shaders/spv/whitening-apply.spv
./shaders/spv/whitening-batch-stats.spv
./shaders/spv/whitening-transform.spv
backend/__init__.py
backend/_glu_append.py
backend/affect.py
backend/attention.py
backend/autograd_core.py
backend/base.py
backend/buffer_pool.py
backend/capsule_transformer.py
backend/cells.py
backend/compute.py
backend/contrastive.py
backend/conv.py
backend/core.py
backend/faiss.py
backend/fft.py
backend/fnn.py
backend/hilbert.py
backend/learning.py
backend/lora.py
backend/memory.py
backend/normalization.py
backend/pipelines.py
backend/pooling.py
backend/shader_registry.py
backend/snn.py
backend/snn_compute.py
backend/snn_visualizer.py
backend/vma_wrapper.py
datasets/__init__.py
datasets/clean_conversations.py
datasets/loader.py
datasets/merge_svc.py
datasets/validate_svc.py
examples/experimental_backend_vsa.py
examples/experimental_chat.py
examples/experimental_cognitive.py
examples/experimental_cognitive_capsule.py
examples/experimental_cognitive_temporal_gate.py
examples/experimental_language.py
examples/experimental_moe.py
examples/experimental_moe_capsule.py
examples/experimental_svc_ingestion.py
examples/experimental_temporal.py
examples/experimental_vsa_batch.py
examples/experimental_vsa_ops.py
examples/experimental_vsa_resonator.py
experimental/__init__.py
experimental_datasets/conversation_svc_pipeline.py
experimental_datasets/svc_pipeline.py
experimental_datasets/svc_pipeline_semantic.py
functional/__init__.py
functional/activations.py
functional/attention.py
functional/bridge.py
functional/cells.py
functional/dropout.py
functional/embedding.py
functional/faiss.py
functional/fft.py
functional/learning.py
functional/linear.py
functional/loss.py
functional/memory.py
functional/normalization.py
grilly.egg-info/PKG-INFO
grilly.egg-info/SOURCES.txt
grilly.egg-info/dependency_links.txt
grilly.egg-info/requires.txt
grilly.egg-info/top_level.txt
nn/__init__.py
nn/affect.py
nn/autograd.py
nn/capsule.py
nn/capsule_embedding.py
nn/cells.py
nn/conv.py
nn/decoding.py
nn/gpu_backward.py
nn/hippocampal.py
nn/lora.py
nn/loss.py
nn/memory.py
nn/module.py
nn/modules.py
nn/multimodal.py
nn/normalization.py
nn/parameter.py
nn/pooling.py
nn/rnn.py
nn/routing.py
nn/snn.py
nn/transformer.py
optim/__init__.py
optim/adam.py
optim/adamw.py
optim/base.py
optim/lr_scheduler.py
optim/natural_gradient.py
optim/nlms.py
optim/sgd.py
scripts/__init__.py
scripts/ingest_svc.py
scripts/install_pyvma.py
shaders/activation-gcu-backward.glsl
shaders/activation-gcu.glsl
shaders/activation-gelu-backward.glsl
shaders/activation-gelu.glsl
shaders/activation-relu-backward.glsl
shaders/activation-relu.glsl
shaders/activation-roswish-backward.glsl
shaders/activation-roswish.glsl
shaders/activation-silu-backward.glsl
shaders/activation-silu.glsl
shaders/activation-softmax-backward.glsl
shaders/activation-softmax.glsl
shaders/activation-softplus.glsl
shaders/activation-swiglu-backward.glsl
shaders/activation-swiglu.glsl
shaders/adam-update.glsl
shaders/affect-adam.glsl
shaders/affect-mlp-backward.glsl
shaders/affect-mlp-forward.glsl
shaders/attention-backward.glsl
shaders/attention-concat-heads.glsl
shaders/attention-mask.glsl
shaders/attention-output-gpt.glsl
shaders/attention-output-t5.glsl
shaders/attention-output.glsl
shaders/attention-prosody-modulation.glsl
shaders/attention-scores.glsl
shaders/avgpool2d-backward.glsl
shaders/avgpool2d-forward.glsl
shaders/batch-similarity.glsl
shaders/batchnorm2d-backward.glsl
shaders/batchnorm2d-forward.glsl
shaders/bridge-continuous-to-spike.glsl
shaders/bridge-spike-to-continuous.glsl
shaders/bridge-temporal-weights.glsl
shaders/capsule-project.glsl
shaders/contrastive-gradient.glsl
shaders/contrastive-loss.glsl
shaders/conv2d-backward-input.glsl
shaders/conv2d-backward-weight.glsl
shaders/conv2d-forward.glsl
shaders/convd_col2im.glsl
shaders/convd_col2im_noatomic.glsl
shaders/convd_im2col.glsl
shaders/cross-entropy-backward.glsl
shaders/decode-greedy.glsl
shaders/decode-sample.glsl
shaders/dg-sparse-expand.glsl
shaders/domain-classifier.glsl
shaders/domain-combine-experts.glsl
shaders/domain-predict.glsl
shaders/domain-router.glsl
shaders/embedding-attention.glsl
shaders/embedding-ffn.glsl
shaders/embedding-lookup.glsl
shaders/embedding-normalize.glsl
shaders/embedding-pool-mask.glsl
shaders/embedding-pool.glsl
shaders/embedding-position.glsl
shaders/faiss-distance.glsl
shaders/faiss-ivf-filter.glsl
shaders/faiss-kmeans-update.glsl
shaders/faiss-quantize.glsl
shaders/faiss-topk.glsl
shaders/fft-bitrev.glsl
shaders/fft-butterfly.glsl
shaders/fft-magnitude.glsl
shaders/fft-normalize.glsl
shaders/fft-power-spectrum.glsl
shaders/fisher-ewc-penalty.glsl
shaders/fisher-info.glsl
shaders/fisher-natural-gradient.glsl
shaders/fisher-normalize.glsl
shaders/flash-attention2-rope.glsl
shaders/flash-attention2.glsl
shaders/fnn-dropout.glsl
shaders/fnn-layernorm-backward.glsl
shaders/fnn-layernorm.glsl
shaders/fnn-linear-backward.glsl
shaders/fnn-linear.glsl
shaders/fnn-residual.glsl
shaders/fnn-xavier-init.glsl
shaders/fused-geglu-backward.glsl
shaders/fused-geglu.glsl
shaders/fused-layernorm-linear.glsl
shaders/fused-linear-gcu.glsl
shaders/fused-linear-gelu.glsl
shaders/fused-linear-relu.glsl
shaders/fused-linear-roswish.glsl
shaders/fused-linear-silu.glsl
shaders/fused-qkv-projection.glsl
shaders/fused-reglu-backward.glsl
shaders/fused-reglu.glsl
shaders/fused-swiglu-backward.glsl
shaders/fused-swiglu.glsl
shaders/gemm_mnk.glsl
shaders/gif-neuron.glsl
shaders/gif-prosody.glsl
shaders/hebbian-learning.glsl
shaders/hilbert_similarity.comp
shaders/hybrid-blend.glsl
shaders/lif-neuron.glsl
shaders/lora-backward.glsl
shaders/lora-forward.glsl
shaders/loss-cross-entropy.glsl
shaders/loss-fn-bce.glsl
shaders/lstm-cell-forward.glsl
shaders/maxpool2d-backward.glsl
shaders/maxpool2d-forward.glsl
shaders/memory-context-aggregate.glsl
shaders/memory-inject-concat.glsl
shaders/memory-inject-gate.glsl
shaders/memory-inject-residual.glsl
shaders/memory-query-pooling.glsl
shaders/memory-read.glsl
shaders/memory-write.glsl
shaders/nlms-ensemble.glsl
shaders/nlms-metrics.glsl
shaders/nlms-predict.glsl
shaders/nlms-update.glsl
shaders/place-cell.glsl
shaders/rope.glsl
shaders/semantic-encoder.glsl
shaders/snn-expand-time-dim.glsl
shaders/snn-expert-readout.glsl
shaders/snn-matmul.glsl
shaders/snn-readout.glsl
shaders/snn-rmsnorm.glsl
shaders/snn-softmax.glsl
shaders/snn-time-expand.glsl
shaders/stdp-learning.glsl
shaders/synapsis-forward.glsl
shaders/synapsis-stdp-trace.glsl
shaders/synapsis-stdp-update.glsl
shaders/theta-gamma-encoding.glsl
shaders/time-cell.glsl
shaders/whitening-apply.glsl
shaders/whitening-batch-stats.glsl
shaders/whitening-transform.glsl
shaders/experimental/vsa-argmax-rows.glsl
shaders/experimental/vsa-bind-batch.glsl
shaders/experimental/vsa-bind.glsl
shaders/experimental/vsa-bundle-batch.glsl
shaders/experimental/vsa-bundle.glsl
shaders/experimental/vsa-fft-convolve.glsl
shaders/experimental/vsa-mask-selected.glsl
shaders/experimental/vsa-resonator-step.glsl
shaders/experimental/vsa-similarity-batch.glsl
shaders/experimental/spv/vsa-bind-batch.spv
shaders/experimental/spv/vsa-bind.spv
shaders/experimental/spv/vsa-bundle-batch.spv
shaders/experimental/spv/vsa-bundle.spv
shaders/experimental/spv/vsa-fft-convolve.spv
shaders/experimental/spv/vsa-resonator-step.spv
shaders/experimental/spv/vsa-similarity-batch.spv
shaders/spv/activation-gcu-backward.spv
shaders/spv/activation-gcu.spv
shaders/spv/activation-gelu-backward.spv
shaders/spv/activation-gelu.spv
shaders/spv/activation-relu-backward.spv
shaders/spv/activation-relu.spv
shaders/spv/activation-roswish-backward.spv
shaders/spv/activation-roswish.spv
shaders/spv/activation-silu-backward.spv
shaders/spv/activation-silu.spv
shaders/spv/activation-softmax-backward.spv
shaders/spv/activation-softmax.spv
shaders/spv/activation-softplus.spv
shaders/spv/activation-swiglu-backward.spv
shaders/spv/activation-swiglu.spv
shaders/spv/adam-update.spv
shaders/spv/affect-adam.spv
shaders/spv/affect-mlp-backward.spv
shaders/spv/affect-mlp-forward.spv
shaders/spv/attention-backward.spv
shaders/spv/attention-concat-heads.spv
shaders/spv/attention-mask.spv
shaders/spv/attention-output-gpt.spv
shaders/spv/attention-output-t5.spv
shaders/spv/attention-output.spv
shaders/spv/attention-prosody-modulation.spv
shaders/spv/attention-scores.spv
shaders/spv/avgpool2d-backward-new.spv
shaders/spv/avgpool2d-backward.spv
shaders/spv/avgpool2d-forward.spv
shaders/spv/batch-similarity.spv
shaders/spv/batchnorm2d-backward.spv
shaders/spv/batchnorm2d-forward.spv
shaders/spv/bridge-continuous-to-spike.spv
shaders/spv/bridge-spike-to-continuous.spv
shaders/spv/bridge-temporal-weights.spv
shaders/spv/capsule-project.spv
shaders/spv/contrastive-gradient.spv
shaders/spv/contrastive-loss.spv
shaders/spv/conv2d-backward-input.spv
shaders/spv/conv2d-backward-weight.spv
shaders/spv/conv2d-forward.spv
shaders/spv/convd_col2im.spv
shaders/spv/convd_im2col.spv
shaders/spv/cross-entropy-backward.spv
shaders/spv/decode-greedy.spv
shaders/spv/decode-sample.spv
shaders/spv/dg-sparse-expand.spv
shaders/spv/domain-classifier.spv
shaders/spv/domain-combine-experts.spv
shaders/spv/domain-predict.spv
shaders/spv/domain-router.spv
shaders/spv/embedding-attention.spv
shaders/spv/embedding-ffn.spv
shaders/spv/embedding-lookup.spv
shaders/spv/embedding-normalize.spv
shaders/spv/embedding-pool-mask.spv
shaders/spv/embedding-pool.spv
shaders/spv/embedding-position.spv
shaders/spv/faiss-distance.spv
shaders/spv/faiss-ivf-filter.spv
shaders/spv/faiss-kmeans-update.spv
shaders/spv/faiss-quantize.spv
shaders/spv/faiss-topk.spv
shaders/spv/fft-bitrev.spv
shaders/spv/fft-butterfly.spv
shaders/spv/fft-magnitude.spv
shaders/spv/fft-normalize.spv
shaders/spv/fft-power-spectrum.spv
shaders/spv/fisher-ewc-penalty.spv
shaders/spv/fisher-info.spv
shaders/spv/fisher-natural-gradient.spv
shaders/spv/fisher-normalize.spv
shaders/spv/flash-attention2-rope.spv
shaders/spv/flash-attention2.spv
shaders/spv/fnn-dropout.spv
shaders/spv/fnn-layernorm-backward.spv
shaders/spv/fnn-layernorm.spv
shaders/spv/fnn-linear-backward.spv
shaders/spv/fnn-linear.spv
shaders/spv/fnn-residual.spv
shaders/spv/fnn-xavier-init.spv
shaders/spv/fused-geglu-backward.spv
shaders/spv/fused-geglu.spv
shaders/spv/fused-layernorm-linear.spv
shaders/spv/fused-linear-gcu.spv
shaders/spv/fused-linear-gelu.spv
shaders/spv/fused-linear-relu.spv
shaders/spv/fused-linear-roswish.spv
shaders/spv/fused-linear-silu.spv
shaders/spv/fused-qkv-projection.spv
shaders/spv/fused-reglu-backward.spv
shaders/spv/fused-reglu.spv
shaders/spv/fused-swiglu-backward.spv
shaders/spv/fused-swiglu.spv
shaders/spv/gemm_mnk.spv
shaders/spv/gif-neuron.spv
shaders/spv/gif-prosody.spv
shaders/spv/hebbian-learning.spv
shaders/spv/hybrid-blend.spv
shaders/spv/l2-normalize.spv
shaders/spv/lif-neuron.spv
shaders/spv/lora-backward.spv
shaders/spv/lora-forward.spv
shaders/spv/loss-cross-entropy.spv
shaders/spv/loss-fn-bce.spv
shaders/spv/maxpool2d-backward.spv
shaders/spv/maxpool2d-forward.spv
shaders/spv/mean-pooling.spv
shaders/spv/memory-context-aggregate.spv
shaders/spv/memory-inject-concat.spv
shaders/spv/memory-inject-gate.spv
shaders/spv/memory-inject-residual.spv
shaders/spv/memory-query-pooling.spv
shaders/spv/memory-read.spv
shaders/spv/memory-write.spv
shaders/spv/nlms-ensemble.spv
shaders/spv/nlms-metrics.spv
shaders/spv/nlms-predict.spv
shaders/spv/nlms-update.spv
shaders/spv/place-cell.spv
shaders/spv/position-encoding.spv
shaders/spv/rope.spv
shaders/spv/semantic-encoder.spv
shaders/spv/snn-expand-time-dim.spv
shaders/spv/snn-expert-readout.spv
shaders/spv/snn-matmul.spv
shaders/spv/snn-readout.spv
shaders/spv/snn-rmsnorm.spv
shaders/spv/snn-softmax.spv
shaders/spv/snn-time-expand.spv
shaders/spv/stdp-learning.spv
shaders/spv/synapsis-forward.spv
shaders/spv/synapsis-stdp-trace.spv
shaders/spv/synapsis-stdp-update.spv
shaders/spv/theta-gamma-encoding.spv
shaders/spv/time-cell.spv
shaders/spv/whitening-apply.spv
shaders/spv/whitening-batch-stats.spv
shaders/spv/whitening-transform.spv
tests/__init__.py
tests/conftest.py
tests/test_adamw.py
tests/test_attention.py
tests/test_backward.py
tests/test_batchnorm2d.py
tests/test_conv2d.py
tests/test_core.py
tests/test_device_manager.py
tests/test_gemm_backward.py
tests/test_gpu_operations.py
tests/test_gru.py
tests/test_huggingface_bridge.py
tests/test_huggingface_t5.py
tests/test_integration.py
tests/test_integration_vulkan.py
tests/test_learning.py
tests/test_lora.py
tests/test_lr_scheduler.py
tests/test_lstm.py
tests/test_memory_operations.py
tests/test_multimodal.py
tests/test_pooling.py
tests/test_pytorch_compat.py
tests/test_pytorch_ops.py
tests/test_sentence_transformers_gpu.py
tests/test_snn.py
tests/test_tensor_conversion.py
tests/test_vulkan_tensor.py
tutorials/01_quickstart.py
tutorials/02_fused_operations.py
tutorials/03_buffer_pool.py
tutorials/04_polynomial_regression.py
tutorials/05_neural_network.py
tutorials/06_transformer_components.py
tutorials/07_autograd.py
tutorials/08_advanced_activations.py
tutorials/08_custom_autograd.py
tutorials/09_data_loading.py
tutorials/10_gpu_training.py
tutorials/__init__.py
tutorials/_path_setup.py
utils/__init__.py
utils/checkpoint.py
utils/data.py
utils/device.py
utils/device_manager.py
utils/huggingface_bridge.py
utils/ingest_checkpoint.py
utils/initialization.py
utils/numba_ops.py
utils/pytorch_compat.py
utils/pytorch_ops.py
utils/stable_hash.py
utils/tensor_conversion.py
utils/visualization.py
utils/vulkan_sentence_transformer.py