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Awni Hannun
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CircleCI Docs
CircleCI Docs
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178
docs/build/html/namespacemlx_1_1core.html
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178
docs/build/html/namespacemlx_1_1core.html
vendored
@@ -428,6 +428,8 @@ Functions</h2></td></tr>
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<tr class="memitem:a3a8fe7ba84714dbb5fdc81e93a07abc8" id="r_a3a8fe7ba84714dbb5fdc81e93a07abc8"><td class="memItemLeft" align="right" valign="top">std::pair< int, int > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a3a8fe7ba84714dbb5fdc81e93a07abc8">decompose_hadamard</a> (int n)</td></tr>
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<tr class="memitem:a954de19249da7c1fa39b89bdc47368aa" id="r_a954de19249da7c1fa39b89bdc47368aa"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a954de19249da7c1fa39b89bdc47368aa">load</a> (<a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, size_t offset, const std::shared_ptr< <a class="el" href="classmlx_1_1core_1_1io_1_1_reader.html">io::Reader</a> > &reader, bool swap_endianess)</td></tr>
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<tr class="memitem:ac97b5a6f009ca3d99854ce9512c20dba" id="r_ac97b5a6f009ca3d99854ce9512c20dba"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmlx_1_1core_1_1_reduction_plan.html">ReductionPlan</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="#ac97b5a6f009ca3d99854ce9512c20dba">get_reduction_plan</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &x, const std::vector< int > &axes)</td></tr>
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<tr class="memitem:a9a9254ce9975ec247a2718bc02d6f201" id="r_a9a9254ce9975ec247a2718bc02d6f201"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a9a9254ce9975ec247a2718bc02d6f201">nd_loop</a> (std::function< void(int)> callback, const std::vector< int > &shape, const std::vector< size_t > &strides)</td></tr>
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<tr class="memitem:a064d61b6ddc9e5d1e261a7e33de71083" id="r_a064d61b6ddc9e5d1e261a7e33de71083"><td class="memTemplParams" colspan="2">template<typename T , typename U , typename Op > </td></tr>
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<tr class="memitem:a064d61b6ddc9e5d1e261a7e33de71083"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a064d61b6ddc9e5d1e261a7e33de71083">reduction_op</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &x, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, const std::vector< int > &axes, U init, Op <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
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<tr class="memitem:a07ae007c87cf2d723a0fa7b25a2b6a93" id="r_a07ae007c87cf2d723a0fa7b25a2b6a93"><td class="memItemLeft" align="right" valign="top">std::tuple< bool, int64_t, std::vector< int64_t > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a07ae007c87cf2d723a0fa7b25a2b6a93">prepare_slice</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, std::vector< int > &start_indices, std::vector< int > &strides)</td></tr>
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<tr class="memitem:a427f2c255dfc6e1f83f97587b08e71bc" id="r_a427f2c255dfc6e1f83f97587b08e71bc"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a427f2c255dfc6e1f83f97587b08e71bc">shared_buffer_slice</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const std::vector< size_t > &out_strides, size_t data_offset, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out)</td></tr>
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<tr class="memitem:a70f45639df899de421fe0f22f90877f2" id="r_a70f45639df899de421fe0f22f90877f2"><td class="memItemLeft" align="right" valign="top">std::tuple< bool, int64_t, std::vector< int64_t > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a70f45639df899de421fe0f22f90877f2">prepare_slice</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const std::vector< int > &start_indices, const std::vector< int > &strides)</td></tr>
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<tr class="memitem:aea2a6a4eddfd4cfac89d20786059de2a" id="r_aea2a6a4eddfd4cfac89d20786059de2a"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#aea2a6a4eddfd4cfac89d20786059de2a">shared_buffer_slice</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const std::vector< size_t > &out_strides, size_t data_offset, size_t data_size, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out)</td></tr>
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<tr class="memitem:a4950c3248e70280b406a4f1430a85880" id="r_a4950c3248e70280b406a4f1430a85880"><td class="memTemplParams" colspan="2">template<typename stride_t > </td></tr>
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<tr class="memitem:a4950c3248e70280b406a4f1430a85880"><td class="memTemplItemLeft" align="right" valign="top">stride_t </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a4950c3248e70280b406a4f1430a85880">elem_to_loc</a> (int elem, const std::vector< int > &shape, const std::vector< stride_t > &strides)</td></tr>
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@@ -465,6 +467,8 @@ Functions</h2></td></tr>
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<tr class="memitem:a847b0a276663d9ddb5cac905ee977f03" id="r_a847b0a276663d9ddb5cac905ee977f03"><td class="memTemplParams" colspan="2">template<typename stride_t > </td></tr>
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<tr class="memitem:a847b0a276663d9ddb5cac905ee977f03"><td class="memTemplItemLeft" align="right" valign="top">auto </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a847b0a276663d9ddb5cac905ee977f03">check_contiguity</a> (const std::vector< int > &shape, const std::vector< stride_t > &strides)</td></tr>
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<tr class="memitem:af650e831ce21759da1ac103037d08d84" id="r_af650e831ce21759da1ac103037d08d84"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="#af650e831ce21759da1ac103037d08d84">is_donatable</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out)</td></tr>
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<tr class="memitem:ad884f4a36308b5b4f8a5d990d2e086df" id="r_ad884f4a36308b5b4f8a5d990d2e086df"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#ad884f4a36308b5b4f8a5d990d2e086df">binary_op_gpu</a> (const std::vector< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &inputs, std::vector< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &outputs, const std::string &<a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:a094876ea5a2a2445ab64efc8222da202" id="r_a094876ea5a2a2445ab64efc8222da202"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a094876ea5a2a2445ab64efc8222da202">binary_op_gpu</a> (const std::vector< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &inputs, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, const std::string &<a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:ae55b801b09ccf55cba96278163a9b1ef" id="r_ae55b801b09ccf55cba96278163a9b1ef"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae55b801b09ccf55cba96278163a9b1ef">copy_gpu_inplace</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, const std::vector< int64_t > &istride, int64_t ioffset, <a class="el" href="#abd84ff6c5245e4e170b2ef5247594337">CopyType</a> ctype, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:ae789dbda2a0f4e21aa0984f6a5dc986c" id="r_ae789dbda2a0f4e21aa0984f6a5dc986c"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae789dbda2a0f4e21aa0984f6a5dc986c">fill_gpu</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &val, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:a76f614e9956a6ca05a9be4db5a483446" id="r_a76f614e9956a6ca05a9be4db5a483446"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#a76f614e9956a6ca05a9be4db5a483446">get_arange_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out)</td></tr>
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<tr class="memitem:a15175e8e2b1e26726c63393e4d68b628" id="r_a15175e8e2b1e26726c63393e4d68b628"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#a15175e8e2b1e26726c63393e4d68b628">get_unary_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> out_type, const std::string <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
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<tr class="memitem:a51c4bb09230348bd0252e22bfdc9bc89" id="r_a51c4bb09230348bd0252e22bfdc9bc89"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#a51c4bb09230348bd0252e22bfdc9bc89">get_reduce_init_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out)</td></tr>
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<tr class="memitem:a5d6843dcbdbd4d12851fc2edbafbc9e6" id="r_a5d6843dcbdbd4d12851fc2edbafbc9e6"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#a5d6843dcbdbd4d12851fc2edbafbc9e6">get_reduce_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, const std::string &op_name, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out)</td></tr>
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<tr class="memitem:a7aa91fcfe8b9caa42d60a957f11bfe6b" id="r_a7aa91fcfe8b9caa42d60a957f11bfe6b"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#a7aa91fcfe8b9caa42d60a957f11bfe6b">get_reduce_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, const std::string &func_name, const std::string &op_name, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, int ndim=-1, int bm=-1, int bn=-1)</td></tr>
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<tr class="memitem:a84fa8e0aee321a9d614433a0b933103b" id="r_a84fa8e0aee321a9d614433a0b933103b"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#a84fa8e0aee321a9d614433a0b933103b">get_steel_gemm_fused_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, const std::string &hash_name, const <a class="el" href="namespacemlx_1_1core_1_1metal.html#a616e09a1ef321d527770721cef264c54">metal::MTLFCList</a> &func_consts, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, bool transpose_a, bool transpose_b, int bm, int bn, int bk, int wm, int wn)</td></tr>
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<tr class="memitem:af48c6f2f72b61dbd6766e4f5fea85df5" id="r_af48c6f2f72b61dbd6766e4f5fea85df5"><td class="memItemLeft" align="right" valign="top">MTL::ComputePipelineState * </td><td class="memItemRight" valign="bottom"><a class="el" href="#af48c6f2f72b61dbd6766e4f5fea85df5">get_steel_gemm_splitk_kernel</a> (<a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const std::string &kernel_name, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, bool transpose_a, bool transpose_b, int bm, int bn, int bk, int wm, int wn, bool mn_aligned, bool k_aligned)</td></tr>
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<tr class="memitem:aa0332c64ee9965f05026c30a0b778000" id="r_aa0332c64ee9965f05026c30a0b778000"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#aa0332c64ee9965f05026c30a0b778000">strided_reduce_general_dispatch</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, const std::string &op_name, const <a class="el" href="structmlx_1_1core_1_1_reduction_plan.html">ReductionPlan</a> &plan, const std::vector< int > &axes, <a class="el" href="structmlx_1_1core_1_1metal_1_1_command_encoder.html">CommandEncoder</a> &compute_encoder, <a class="el" href="classmlx_1_1core_1_1metal_1_1_device.html">metal::Device</a> &d, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:a5ab133d67da9c16621f61690e27fccfd" id="r_a5ab133d67da9c16621f61690e27fccfd"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a5ab133d67da9c16621f61690e27fccfd">slice_gpu</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, std::vector< int > start_indices, std::vector< int > strides, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:a59048c5ff114c101a496bf33f62e3de9" id="r_a59048c5ff114c101a496bf33f62e3de9"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a59048c5ff114c101a496bf33f62e3de9">slice_gpu</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, const std::vector< int > &start_indices, const std::vector< int > &strides, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="memitem:a050299d0d366ca5c9d09d1004dcc3e7d" id="r_a050299d0d366ca5c9d09d1004dcc3e7d"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a050299d0d366ca5c9d09d1004dcc3e7d">concatenate_gpu</a> (const std::vector< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &inputs, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, int axis, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
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<tr class="separator:a050299d0d366ca5c9d09d1004dcc3e7d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a6e2054d396ae487d810642dc19cdd0b0" id="r_a6e2054d396ae487d810642dc19cdd0b0"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a6e2054d396ae487d810642dc19cdd0b0">pad_gpu</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &in, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &val, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &out, std::vector< int > axes, std::vector< int > low_pad_size, const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &s)</td></tr>
|
||||
@@ -913,9 +919,9 @@ Functions</h2></td></tr>
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||||
<tr class="memitem:ga8a2056f8c9bb30914c40bcf509386491" id="r_ga8a2056f8c9bb30914c40bcf509386491"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#ga8a2056f8c9bb30914c40bcf509386491">where</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &condition, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &x, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &y, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:ga8a2056f8c9bb30914c40bcf509386491"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmlx_1_1core_1_1_select.html">Select</a> from x or y depending on condition. <br /></td></tr>
|
||||
<tr class="separator:ga8a2056f8c9bb30914c40bcf509386491"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ga506d1b63e391e45a7d8dc10cfd71e78d" id="r_ga506d1b63e391e45a7d8dc10cfd71e78d"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#ga506d1b63e391e45a7d8dc10cfd71e78d">nan_to_num</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &a, float nan=0.0f, const std::optional< float > &posinf=std::nullopt, const std::optional< float > &neginf=std::nullopt, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:ga506d1b63e391e45a7d8dc10cfd71e78d"><td class="mdescLeft"> </td><td class="mdescRight">Replace NaN and infinities with finite numbers. <br /></td></tr>
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||||
<tr class="separator:ga506d1b63e391e45a7d8dc10cfd71e78d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:gab1467c6a9e675152e768afd6dcfb61de" id="r_gab1467c6a9e675152e768afd6dcfb61de"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#gab1467c6a9e675152e768afd6dcfb61de">nan_to_num</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &a, float nan=0.0f, const std::optional< float > posinf=std::nullopt, const std::optional< float > neginf=std::nullopt, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:gab1467c6a9e675152e768afd6dcfb61de"><td class="mdescLeft"> </td><td class="mdescRight">Replace NaN and infinities with finite numbers. <br /></td></tr>
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||||
<tr class="separator:gab1467c6a9e675152e768afd6dcfb61de"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ga3b1b90ef1275ca17655b6d7f25d3ee68" id="r_ga3b1b90ef1275ca17655b6d7f25d3ee68"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#ga3b1b90ef1275ca17655b6d7f25d3ee68">all</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &a, bool keepdims, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:ga3b1b90ef1275ca17655b6d7f25d3ee68"><td class="mdescLeft"> </td><td class="mdescRight">True if all elements in the array are true (or non-zero). <br /></td></tr>
|
||||
<tr class="separator:ga3b1b90ef1275ca17655b6d7f25d3ee68"><td class="memSeparator" colspan="2"> </td></tr>
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||||
@@ -1349,6 +1355,15 @@ Functions</h2></td></tr>
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||||
<tr class="memitem:ga6e9907d2f14dc4803e4306b3dbc4b3ca" id="r_ga6e9907d2f14dc4803e4306b3dbc4b3ca"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#ga6e9907d2f14dc4803e4306b3dbc4b3ca">conv3d</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &input, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &weight, const std::tuple< int, int, int > &stride={1, 1, 1}, const std::tuple< int, int, int > &padding={0, 0, 0}, const std::tuple< int, int, int > &dilation={1, 1, 1}, int groups=1, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:ga6e9907d2f14dc4803e4306b3dbc4b3ca"><td class="mdescLeft"> </td><td class="mdescRight">3D convolution with a filter <br /></td></tr>
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||||
<tr class="separator:ga6e9907d2f14dc4803e4306b3dbc4b3ca"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:gaa30bf1adcd78d1c2595d07b215731714" id="r_gaa30bf1adcd78d1c2595d07b215731714"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#gaa30bf1adcd78d1c2595d07b215731714">conv_transpose1d</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &input, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &weight, int stride=1, int padding=0, int dilation=1, int groups=1, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:gaa30bf1adcd78d1c2595d07b215731714"><td class="mdescLeft"> </td><td class="mdescRight">1D transposed convolution with a filter <br /></td></tr>
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||||
<tr class="separator:gaa30bf1adcd78d1c2595d07b215731714"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:gaebb59971cb9bc45005dc1d398e4f0a3d" id="r_gaebb59971cb9bc45005dc1d398e4f0a3d"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#gaebb59971cb9bc45005dc1d398e4f0a3d">conv_transpose2d</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &input, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &weight, const std::pair< int, int > &stride={1, 1}, const std::pair< int, int > &padding={0, 0}, const std::pair< int, int > &dilation={1, 1}, int groups=1, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:gaebb59971cb9bc45005dc1d398e4f0a3d"><td class="mdescLeft"> </td><td class="mdescRight">2D transposed convolution with a filter <br /></td></tr>
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||||
<tr class="separator:gaebb59971cb9bc45005dc1d398e4f0a3d"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga8db814da631d9cd32a8d6563bf4ac530" id="r_ga8db814da631d9cd32a8d6563bf4ac530"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#ga8db814da631d9cd32a8d6563bf4ac530">conv_transpose3d</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &input, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &weight, const std::tuple< int, int, int > &stride={1, 1, 1}, const std::tuple< int, int, int > &padding={0, 0, 0}, const std::tuple< int, int, int > &dilation={1, 1, 1}, int groups=1, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:ga8db814da631d9cd32a8d6563bf4ac530"><td class="mdescLeft"> </td><td class="mdescRight">3D transposed convolution with a filter <br /></td></tr>
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||||
<tr class="separator:ga8db814da631d9cd32a8d6563bf4ac530"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga6381c7062b232ac21f3fdc3136aaf86e" id="r_ga6381c7062b232ac21f3fdc3136aaf86e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="group__ops.html#ga6381c7062b232ac21f3fdc3136aaf86e">quantized_matmul</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &x, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &w, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &scales, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &biases, bool <a class="el" href="group__ops.html#gac1869f3b7094869b44fe7ac4ce58638b">transpose</a>=true, int group_size=64, int bits=4, <a class="el" href="#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
||||
<tr class="memdesc:ga6381c7062b232ac21f3fdc3136aaf86e"><td class="mdescLeft"> </td><td class="mdescRight">Quantized matmul multiplies x with a quantized matrix w. <br /></td></tr>
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||||
<tr class="separator:ga6381c7062b232ac21f3fdc3136aaf86e"><td class="memSeparator" colspan="2"> </td></tr>
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@@ -3751,6 +3766,32 @@ template<typename... Arrays, typename = enable_for_arrays_t<Arrays...>
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<h2 class="memtitle"><span class="permalink"><a href="#ae789dbda2a0f4e21aa0984f6a5dc986c">◆ </a></span>fill_gpu()</h2>
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<td class="memname">void mlx::core::fill_gpu </td>
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<td>(</td>
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<td class="paramtype">const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>val</em>, </span></td>
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<td class="paramtype"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>out</em>, </span></td>
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<td class="paramtype">const <a class="el" href="structmlx_1_1core_1_1_stream.html">Stream</a> &</td> <td class="paramname"><span class="paramname"><em>s</em></span> )</td>
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@@ -4151,8 +4192,8 @@ template<typename... Arrays, typename = enable_for_arrays_t<Arrays...>
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<h2 class="memtitle"><span class="permalink"><a href="#a5d6843dcbdbd4d12851fc2edbafbc9e6">◆ </a></span>get_reduce_kernel()</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a7aa91fcfe8b9caa42d60a957f11bfe6b">◆ </a></span>get_reduce_kernel()</h2>
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@@ -4167,6 +4208,11 @@ template<typename... Arrays, typename = enable_for_arrays_t<Arrays...>
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<td></td>
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<td class="paramtype">const std::string &</td> <td class="paramname"><span class="paramname"><em>kernel_name</em>, </span></td>
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<td class="paramtype">const std::string &</td> <td class="paramname"><span class="paramname"><em>func_name</em>, </span></td>
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<td class="paramtype">const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>out</em></span> )</td>
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<td class="paramtype">const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>out</em>, </span></td>
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<td class="paramtype">int</td> <td class="paramname"><span class="paramname"><em>ndim</em><span class="paramdefsep"> = </span><span class="paramdefval">-1</span>, </span></td>
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<td class="paramtype">int</td> <td class="paramname"><span class="paramname"><em>bm</em><span class="paramdefsep"> = </span><span class="paramdefval">-1</span>, </span></td>
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<td class="paramtype">int</td> <td class="paramname"><span class="paramname"><em>bn</em><span class="paramdefsep"> = </span><span class="paramdefval">-1</span></span> )</td>
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<h2 class="memtitle"><span class="permalink"><a href="#af650e831ce21759da1ac103037d08d84">◆ </a></span>is_donatable()</h2>
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<td>(</td>
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<td class="paramtype">const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>in</em>, </span></td>
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<td class="paramtype">const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>out</em></span> )</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a954de19249da7c1fa39b89bdc47368aa">◆ </a></span>load() <span class="overload">[1/3]</span></h2>
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<td class="memname">void mlx::core::load </td>
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<td>(</td>
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<td class="paramtype"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> &</td> <td class="paramname"><span class="paramname"><em>out</em>, </span></td>
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<td class="paramtype">size_t</td> <td class="paramname"><span class="paramname"><em>offset</em>, </span></td>
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<td class="paramtype">const std::shared_ptr< <a class="el" href="classmlx_1_1core_1_1io_1_1_reader.html">io::Reader</a> > &</td> <td class="paramname"><span class="paramname"><em>reader</em>, </span></td>
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<td class="paramtype">bool</td> <td class="paramname"><span class="paramname"><em>swap_endianess</em></span> )</td>
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<h2 class="memtitle"><span class="permalink"><a href="#abada9bfa834d7423959362386720f3db">◆ </a></span>load() <span class="overload">[1/2]</span></h2>
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<h2 class="memtitle"><span class="permalink"><a href="#abada9bfa834d7423959362386720f3db">◆ </a></span>load() <span class="overload">[2/3]</span></h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ac71a08bf4c052ae3c77e9e89cbea071d">◆ </a></span>load() <span class="overload">[2/2]</span></h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ac71a08bf4c052ae3c77e9e89cbea071d">◆ </a></span>load() <span class="overload">[3/3]</span></h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a07ae007c87cf2d723a0fa7b25a2b6a93">◆ </a></span>prepare_slice()</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a70f45639df899de421fe0f22f90877f2">◆ </a></span>prepare_slice()</h2>
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<td class="paramtype">std::vector< int > &</td> <td class="paramname"><span class="paramname"><em>start_indices</em>, </span></td>
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<td class="paramtype">const std::vector< int > &</td> <td class="paramname"><span class="paramname"><em>start_indices</em>, </span></td>
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<td class="paramtype">std::vector< int > &</td> <td class="paramname"><span class="paramname"><em>strides</em></span> )</td>
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<td class="paramtype">const std::vector< int > &</td> <td class="paramname"><span class="paramname"><em>strides</em></span> )</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a427f2c255dfc6e1f83f97587b08e71bc">◆ </a></span>shared_buffer_slice()</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#aea2a6a4eddfd4cfac89d20786059de2a">◆ </a></span>shared_buffer_slice()</h2>
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<td class="paramtype">size_t</td> <td class="paramname"><span class="paramname"><em>data_offset</em>, </span></td>
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<td class="paramtype">size_t</td> <td class="paramname"><span class="paramname"><em>data_size</em>, </span></td>
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<h2 class="memtitle"><span class="permalink"><a href="#a5ab133d67da9c16621f61690e27fccfd">◆ </a></span>slice_gpu()</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a59048c5ff114c101a496bf33f62e3de9">◆ </a></span>slice_gpu()</h2>
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@@ -16921,12 +17047,12 @@ template<typename T > </div>
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|
||||
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|
||||
<td class="paramtype">std::vector< int ></td> <td class="paramname"><span class="paramname"><em>start_indices</em>, </span></td>
|
||||
<td class="paramtype">const std::vector< int > &</td> <td class="paramname"><span class="paramname"><em>start_indices</em>, </span></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">std::vector< int ></td> <td class="paramname"><span class="paramname"><em>strides</em>, </span></td>
|
||||
<td class="paramtype">const std::vector< int > &</td> <td class="paramname"><span class="paramname"><em>strides</em>, </span></td>
|
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</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
|
||||
Reference in New Issue
Block a user