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392 lines
10 KiB
YAML
392 lines
10 KiB
YAML
# rocm-library-support.yaml
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library_groups:
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- group: "ML & Computer Vision"
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tag: "ml-cv"
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libraries:
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- name: "Composable Kernel"
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tag: "composable-kernel"
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doc_link: "composable_kernel:reference/Composable_Kernel_supported_scalar_types"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "float4"
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support: "✅"
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- type: "float6 (E2M3)"
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support: "✅"
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- type: "float6 (E3M2)"
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support: "✅"
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- type: "float8 (E4M3)"
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support: "✅"
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- type: "float8 (E5M2)"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "MIGraphX"
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tag: "migraphx"
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doc_link: "amdmigraphx:reference/cpp"
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data_types:
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- type: "int8"
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support: "⚠️"
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- type: "int16"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "int64"
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support: "✅"
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- type: "float8 (E4M3)"
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support: "✅"
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- type: "float8 (E5M2)"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "MIOpen"
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tag: "miopen"
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doc_link: "miopen:reference/datatypes"
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data_types:
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- type: "int8"
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support: "⚠️"
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- type: "int32"
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support: "⚠️"
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- type: "float8 (E4M3)"
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support: "⚠️"
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- type: "float8 (E5M2)"
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support: "⚠️"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "⚠️"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "⚠️"
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- group: "Communication"
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tag: "communication"
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libraries:
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- name: "RCCL"
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tag: "rccl"
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doc_link: "rccl:api-reference/library-specification"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "int64"
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support: "✅"
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- type: "float8 (E4M3)"
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support: "✅"
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- type: "float8 (E5M2)"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- group: "Math Libraries"
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tag: "math-libs"
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libraries:
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- name: "hipBLAS"
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tag: "hipblas"
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doc_link: "hipblas:reference/data-type-support"
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data_types:
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- type: "float16"
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support: "⚠️"
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- type: "bfloat16"
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support: "⚠️"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "hipBLASLt"
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tag: "hipblaslt"
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doc_link: "hipblaslt:reference/data-type-support"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "float4"
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support: "✅"
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- type: "float6 (E2M3)"
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support: "✅"
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- type: "float6 (E3M2)"
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support: "✅"
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- type: "float8 (E4M3)"
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support: "✅"
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- type: "float8 (E5M2)"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- name: "hipFFT"
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tag: "hipfft"
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doc_link: "hipfft:reference/fft-api-usage"
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data_types:
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "hipRAND"
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tag: "hiprand"
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doc_link: "hiprand:api-reference/data-type-support"
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data_types:
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- type: "int8"
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support: "Output only"
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- type: "int16"
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support: "Output only"
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- type: "int32"
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support: "Output only"
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- type: "int64"
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support: "Output only"
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- type: "float16"
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support: "Output only"
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- type: "float32"
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support: "Output only"
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- type: "float64"
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support: "Output only"
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- name: "hipSOLVER"
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tag: "hipsolver"
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doc_link: "hipsolver:reference/precision"
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data_types:
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "hipSPARSE"
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tag: "hipsparse"
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doc_link: "hipsparse:reference/precision"
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data_types:
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "hipSPARSELt"
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tag: "hipsparselt"
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doc_link: "hipsparselt:reference/data-type-support"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "float8 (E4M3)"
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support: "✅"
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- type: "float8 (E5M2)"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- name: "rocBLAS"
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tag: "rocblas"
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doc_link: "rocblas:reference/data-type-support"
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data_types:
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- type: "float16"
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support: "⚠️"
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- type: "bfloat16"
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support: "⚠️"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "rocFFT"
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tag: "rocfft"
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doc_link: "rocfft:reference/api"
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data_types:
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- type: "float16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "rocRAND"
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tag: "rocrand"
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doc_link: "rocrand:api-reference/data-type-support"
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data_types:
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- type: "int8"
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support: "Output only"
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- type: "int16"
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support: "Output only"
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- type: "int32"
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support: "Output only"
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- type: "int64"
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support: "Output only"
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- type: "float16"
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support: "Output only"
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- type: "float32"
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support: "Output only"
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- type: "float64"
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support: "Output only"
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- name: "rocSOLVER"
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tag: "rocsolver"
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doc_link: "rocsolver:reference/precision"
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data_types:
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "rocSPARSE"
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tag: "rocsparse"
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doc_link: "rocsparse:reference/precision"
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data_types:
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "rocWMMA"
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tag: "rocwmma"
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doc_link: "rocwmma:api-reference/api-reference-guide"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int32"
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support: "Output only"
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- type: "float8 (E4M3)"
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support: "Input only"
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- type: "float8 (E5M2)"
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support: "Input only"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "tensorfloat32"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "Tensile"
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tag: "tensile"
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doc_link: "tensile:reference/precision-support"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "float8 (E4M3)"
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support: "✅"
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- type: "float8 (E5M2)"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "tensorfloat32"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- group: "Primitives"
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tag: "primitives"
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libraries:
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- name: "hipCUB"
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tag: "hipcub"
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doc_link: "hipcub:api-reference/data-type-support"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int16"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "int64"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "hipTensor"
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tag: "hiptensor"
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doc_link: "hiptensor:api-reference/api-reference"
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data_types:
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "rocPRIM"
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tag: "rocprim"
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doc_link: "rocprim:reference/data-type-support"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int16"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "int64"
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support: "✅"
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- type: "float16"
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support: "✅"
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- type: "bfloat16"
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support: "✅"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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- name: "rocThrust"
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tag: "rocthrust"
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doc_link: "rocthrust:data-type-support"
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data_types:
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- type: "int8"
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support: "✅"
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- type: "int16"
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support: "✅"
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- type: "int32"
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support: "✅"
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- type: "int64"
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support: "✅"
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- type: "float16"
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support: "⚠️"
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- type: "bfloat16"
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support: "⚠️"
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- type: "float32"
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support: "✅"
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- type: "float64"
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support: "✅"
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