iree-org / iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

http://iree.dev/

iree-org/iree Issues

iree.abi.output does not work as expected for complex<f32>
Updated 6 months ago1
[DT][CPU] Set data-tiling encodings generally through ContractionOpInterface
Closed 4 months ago
Placeholder for set encodings directly on vecmat/matvec.
Closed 6 months ago
[DT][CPU] Set encodings on vecmat/matvec directly without expanding vectors
Closed 5 months ago
[EPIC][CPU] Increase op coverage for data-tiling path
Closed 3 months ago1
Compiler error from migrating the StableHLO input conversion to a compiler plugin.
Closed 6 months ago4
[EPIC][CPU] Enable predictable performance on mixed-types GEMM using data-tiling
Updated 4 months ago2
The run_shark_tank.yml workflow is broken
Closed 4 months ago
Add support for checking accuracy of BF16 and INT values
Updated 4 months ago2
iree-import-tf fails with error: missing entry functions
Updated 6 months ago1
[EPIC][CPU] int4 sub-type emulation
Closed 6 months ago
[CPU][DT] i8.i8.i32 mmt4d codegen kernel is 10x slower than ukernels
Updated 5 months ago8
Assertion failure when compiling generic op with i4 narrow type
Closed 5 months ago2
[EPIC][DT] Have better data-tiling coverage and program graph
Closed 2 months ago
SDXL Unet ROCM runtime issues
Updated 6 months ago5
Need support for tensor.pack direct vectorization
Updated 6 months ago13
[CPU] Disable fusion of matmuls with their producers/consumers in codegen
Updated 6 months ago20
Missing support to fold subview ops for vector.store/maskedstore
Closed 6 months ago
Inconsistent lowering_config stops vectorization for elementwise + pack dispatch
Closed 6 months ago6
[CPU] Performance tracking for llama2 with data tiling + ukernels
Updated 6 months ago6
Add PowerShell Windows CI
Updated 6 months ago1
[DT][CPU] ConstEval folding on quantized matmul with data-tiling
Updated 6 months ago7
Implement vcpkg for the IREE runtime
Updated 6 months ago6
[CPU][DT] ExpandVector hoists arith op outside of generic op
Closed 6 months ago13
Revisit the use of RemoveOutsDependency
Closed 6 months ago20
Missing sub-bypte emulation support for vector.maskedstore
Closed 6 months ago7
SDXL Perf tracker for ROCM
Updated 6 months ago6
--iree-stream-resource-memory-model=discrete has scalability limits
Updated 6 months ago1
Fix issues with lots of I/O operations.
Updated 6 months ago1
HAL module iree_hal_module_fence_join should not have a hard-coded limit of 32
Closed 6 months ago
When --iree-llvmcpu-sanitize=address is enabled, we should auto set --iree-llvmcpu-link-embedded=false
Updated 3 months ago12
Don't error on IREE_ENABLE_TSAN without IREE_BYTECODE_MODULE_ENABLE_TSAN when IREE_BUILD_COMPILER=OFF
Closed 6 months ago2
Missing sub-byte emulation support for memref.alloca
Closed 6 months ago2
Improve feedback for missing flags in iree-dump-parameters
Closed 5 months ago
[Vulkan] Conv2d fails with VK_ERROR_OUT_OF_HOST_MEMORY on 7900XTX
Closed 6 months ago7
[Python] Failure to send a tensor of < 4 bytes to host
Closed 6 months ago5
[CPU][ARM] Failed to compile FP16 model with DT+UK for Android
Closed 6 months ago4
[CPU][ARM] DT+UK 50x slower than Default flags on BF16 on Android
Closed 6 months ago19
[CPU][ARM] FP16 slower than FP32 on Android
Closed 4 months ago11
add upload/download for unmapped buffers
Updated 6 months ago
Invalid vector.shape_cast op is generated by DropInnerMostUnitDims pattern
Closed 6 months ago
Intermittent failure of iree/task/queue_test on arm64
Closed 6 months ago46
Improve documentation for CPU target and feature selection
Updated a month ago2
`runtime/src/iree/hal/local/elf/testdata/elementwise_mul.mlir` failed to compile
Updated 6 months ago1
[Regression][CPU] MobileBert_int8 13.95% on 8-threaded after #15414
Updated 6 months ago
Migrate compiler components to plugin system
Closed 2 months ago8
[DT] data-tiling `EncodingAttr`: generalize `matmul_narrow_{M,N}` and drop `original_type`
Updated 6 months ago
More accurately size worker local memory to match thread-local cache size
Updated 6 months ago2
[Perf Tracker] Falcon-40B-GPTQ
Updated 6 months ago3
Remove test excludes for noasan/notsan
Updated 6 months ago1