086a63e3a5
* feat: Add a batched version of ssm_conv This was done using Claude Code. It found a number of optimizations around how the threads were organized, resulting in a huge performance boost! Branch: Mamba2SSD Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * feat: Optimized SSM_SCAN kernel for metal This used Claude Code and resulted in a modest performance improvement while maintaining correctness. Branch: Mamba2SSD Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * test: Add test-backend-ops perf tests for SSM_CONV Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * test: Real representitive tests for SSM_CONV Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * refactor: Use function constant for ssm_conv batch size Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * test: backend op tests for ssm_scan from granite4 1b-h Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * style: remove commented out templates Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * feat: float4 version of ssm_conv_batched Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * fix: Add missing ggml_metal_cv_free Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> |
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