Mila 0.13.48
Deep Neural Network Library
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Concepts
Here is a list of all concepts with brief descriptions:
[detail level 12345]
 NMilaMila main API namespace
 NDnn
 NCompute
 RGqaOpConceptContract for GroupedQueryAttentionOp: positional forward and backward
 RIsAcceleratorMemoryResourceConcept for identifying compute accelerator memory resources
 RIsCacheCoherentConcept for cache-coherent memory resources
 RIsDeviceMemoryResourceConcept for identifying device-based memory resources
 RIsHighBandwidthConcept for memory resources with high bandwidth characteristics
 RIsHostMemoryResourceConcept for identifying host-accessible memory resources
 RLinearOpConceptContract for LinearOp: typed forward matmul and backward weight/input gradients
 ROptimizedForCoalescingConcept for memory resources optimized for coalesced access patterns
 RRequiresContextBindingConcept for memory resources requiring CUDA context binding
 RSamplingOpConceptContract for SamplingOp: in-place token sampling from a logits tensor
 RSupportsConcurrentKernelsConcept for memory resources supporting concurrent kernel execution
 RSupportsPeerAccessConcept for memory resources optimized for device-to-device transfers
 RSupportsSIMDConcept for CPU memory resources with SIMD support
 RSupportsTextureMemoryConcept for memory resources supporting texture memory access
 RSupportsThreadingConcept for memory resources with threading support
 RSupportsUnifiedMemoryConcept for CUDA memory resources with unified memory support
 RUnaryOpConceptContract for policy-free unary ops (Softmax, RmsNorm, LayerNorm, Residual, ...)
 NQuant
 NKvCache
 RKvCachePolicy
 RQuantKvPolicyConcept for quantization-based KV cache compression policies
 NWeight
 RWeightQuantPolicy
 RDeviceOnlyTensorDataTypeConcept identifying device-only abstract data types
 RHostCompatibleTensorDataTypeConcept identifying host-compatible abstract data types
 RisValidTensorPrimary tensor configuration validation concept
 RPrecisionSupportedOnDeviceConcept to validate precision is supported on a device at compile-time
 RTokenSinkSatisfied by any callable accepting a span of decoded tokens
 RTokenStreamerSatisfied by any callable accepting a single decoded token
 RValidFloatTensorDataTypeConcept constraining abstract data types to floating-point formats
 RValidIntegerTensorDataTypeConcept constraining abstract data types to integer formats