Facebook -- TVM AWS Meetup Talkcomputing environment - High variety of workloads - Ever-increasing set of primitives (over 500 aten kernels) - Interpreter methods not delivering generalized performance 2 Why TVM? XTVM for Speech Synthesis0 码力 | 11 页 | 3.08 MB | 5 月前3- TVM Meetup Nov. 16th - Linaroand etc ● Collaborations between Arm NN/ACL/CMSIS-NN and TVM ○ Integrate optimized ACL/CMSIS-NN kernels into TVM? ○ Implement Arm NN generic backend in TVM for more flexibility with the runtime plugins0 码力 | 7 页 | 1.23 MB | 5 月前3
- TVM Meetup: QuantizationGPU ARM GPU Schedule templates written in TVM Tensor IR .. More targets AutoTVM – Tuning the kernels Optimized Binary Codegen – LLVM, Cuda, C, … Framework Parsers Graph level optimizations Tensor-level0 码力 | 19 页 | 489.50 KB | 5 月前3
- julia 1.10.10CUDA libraries and supports compiling Julia kernels for Nvidia GPUs. 2. oneAPI.jl wraps the oneAPI unified programming model, and supports executing Julia kernels on sup- ported accelerators. Currently only only Linux is supported. 3. AMDGPU.jl wraps the AMD ROCm libraries and supports compiling Julia kernels for AMD GPUs. Cur- rently only Linux is supported. 4. High-level libraries like KernelAbstractions0 码力 | 1692 页 | 6.34 MB | 3 月前3
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- Julia 1.11.4CUDA libraries and supports compiling Julia kernels for Nvidia GPUs. 2. oneAPI.jl wraps the oneAPI unified programming model, and supports executing Julia kernels on sup- ported accelerators. Currently only only Linux is supported. 3. AMDGPU.jl wraps the AMD ROCm libraries and supports compiling Julia kernels for AMD GPUs. Cur- rently only Linux is supported. 4. High-level libraries like KernelAbstractions0 码力 | 2007 页 | 6.73 MB | 3 月前3
- Julia 1.11.5 DocumentationCUDA libraries and supports compiling Julia kernels for Nvidia GPUs. 2. oneAPI.jl wraps the oneAPI unified programming model, and supports executing Julia kernels on sup- ported accelerators. Currently only only Linux is supported. 3. AMDGPU.jl wraps the AMD ROCm libraries and supports compiling Julia kernels for AMD GPUs. Cur- rently only Linux is supported. 4. High-level libraries like KernelAbstractions0 码力 | 2007 页 | 6.73 MB | 3 月前3
- Julia 1.11.6 Release NotesCUDA libraries and supports compiling Julia kernels for Nvidia GPUs. 2. oneAPI.jl wraps the oneAPI unified programming model, and supports executing Julia kernels on sup- ported accelerators. Currently only only Linux is supported. 3. AMDGPU.jl wraps the AMD ROCm libraries and supports compiling Julia kernels for AMD GPUs. Cur- rently only Linux is supported. 4. High-level libraries like KernelAbstractions0 码力 | 2007 页 | 6.73 MB | 3 月前3
- julia 1.13.0 DEVCUDA libraries and supports compiling Julia kernels for Nvidia GPUs. 2. oneAPI.jl wraps the oneAPI unified programming model, and supports executing Julia kernels on sup- ported accelerators. Currently only only Linux is supported. 3. AMDGPU.jl wraps the AMD ROCm libraries and supports compiling Julia kernels for AMD GPUs. Cur- rently only Linux is supported. 4. High-level libraries like KernelAbstractions0 码力 | 2058 页 | 7.45 MB | 3 月前3
- Julia 1.12.0 RC1CUDA libraries and supports compiling Julia kernels for Nvidia GPUs. 2. oneAPI.jl wraps the oneAPI unified programming model, and supports executing Julia kernels on sup- ported accelerators. Currently only only Linux is supported. 3. AMDGPU.jl wraps the AMD ROCm libraries and supports compiling Julia kernels for AMD GPUs. Cur- rently only Linux is supported. 4. High-level libraries like KernelAbstractions0 码力 | 2057 页 | 7.44 MB | 3 月前3
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