From c8554b66e0ed397f7457ed5f3ce3b466dd508d5c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Mon, 8 Dec 2025 21:29:59 +0100 Subject: [PATCH 01/21] graph : use fill instead of scale_bias in grouped expert selection (#17867) * use fill instead of scale_bias in grouped expert selection * do not explicitly use _inplace --- src/llama-graph.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 42ccb5b76..43620df78 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -973,7 +973,7 @@ ggml_tensor * llm_graph_context::build_moe_ffn( // mask out the other groups selection_probs = ggml_get_rows(ctx0, selection_groups, expert_groups); // [n_exp_per_group, n_group_used, n_tokens] - selection_probs = ggml_set_rows(ctx0, ggml_scale_bias(ctx0, selection_groups, 0.0f, -INFINITY), selection_probs, expert_groups); // [n_exp_per_group, n_expert_groups, n_tokens] + selection_probs = ggml_set_rows(ctx0, ggml_fill(ctx0, selection_groups, -INFINITY), selection_probs, expert_groups); // [n_exp_per_group, n_expert_groups, n_tokens] selection_probs = ggml_reshape_2d(ctx0, selection_probs, n_expert, n_tokens); // [n_expert, n_tokens] cb(selection_probs, "ffn_moe_probs_masked", il); } From 1d2a1ab73d927644d58f44235209affab7e4043e Mon Sep 17 00:00:00 2001 From: philip-essential <169196560+philip-essential@users.noreply.github.com> Date: Mon, 8 Dec 2025 19:49:03 -0800 Subject: [PATCH 02/21] model : support Rnj-1 (#17811) * add support for rnj1 * refactor gemma3 to support rnj-1 * address review comments --- convert_hf_to_gguf.py | 35 +++++++++++++++------- src/CMakeLists.txt | 2 +- src/llama-model.cpp | 23 ++++++++++---- src/models/{gemma3-iswa.cpp => gemma3.cpp} | 35 ++++++++++++++++++---- src/models/models.h | 5 ++-- 5 files changed, 76 insertions(+), 24 deletions(-) rename src/models/{gemma3-iswa.cpp => gemma3.cpp} (78%) diff --git a/convert_hf_to_gguf.py b/convert_hf_to_gguf.py index c641989c1..2cc2a3882 100755 --- a/convert_hf_to_gguf.py +++ b/convert_hf_to_gguf.py @@ -5825,9 +5825,11 @@ class Gemma3Model(TextModel): norm_shift = 1.0 # Gemma3RMSNorm adds 1.0 to the norm value def set_vocab(self): - self._set_vocab_sentencepiece() - - self.gguf_writer.add_add_space_prefix(False) + if (self.dir_model / "tokenizer.model").is_file(): + self._set_vocab_sentencepiece() + self.gguf_writer.add_add_space_prefix(False) + else: + self._set_vocab_gpt2() def set_gguf_parameters(self): hparams = self.hparams @@ -5845,13 +5847,24 @@ class Gemma3Model(TextModel): self.gguf_writer.add_rope_freq_base(hparams.get("rope_theta", 1_000_000.0)) # for global layers # attn_logit_softcapping is removed in Gemma3 assert hparams.get("attn_logit_softcapping") is None - self.gguf_writer.add_sliding_window(hparams["sliding_window"]) + if (final_logit_softcap := hparams.get("final_logit_softcapping")): + self.gguf_writer.add_final_logit_softcapping(final_logit_softcap) + if hparams.get("sliding_window_pattern") != 1: + self.gguf_writer.add_sliding_window(hparams["sliding_window"]) self.gguf_writer.add_head_count_kv(hparams.get("num_key_value_heads", 4)) if hparams.get("rope_scaling") is not None: - assert hparams["rope_scaling"]["rope_type"] == "linear" - # important: this rope_scaling is only applied for global layers, and not used by 1B model - self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.LINEAR) - self.gguf_writer.add_rope_scaling_factor(hparams["rope_scaling"]["factor"]) + rope_scaling = hparams["rope_scaling"] + if rope_scaling["rope_type"] == "linear": + # important: this rope_scaling is only applied for global layers, and not used by 1B model + self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.LINEAR) + self.gguf_writer.add_rope_scaling_factor(rope_scaling["factor"]) + elif rope_scaling["rope_type"] == "yarn": + self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.YARN) + self.gguf_writer.add_rope_scaling_factor(rope_scaling["factor"]) + self.gguf_writer.add_rope_scaling_orig_ctx_len(rope_scaling["original_max_position_embeddings"]) + self.gguf_writer.add_rope_scaling_yarn_ext_factor(rope_scaling["extrapolation_factor"]) + self.gguf_writer.add_rope_scaling_yarn_beta_fast(rope_scaling["beta_fast"]) + self.gguf_writer.add_rope_scaling_yarn_beta_slow(rope_scaling["beta_slow"]) def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]: del bid # unused @@ -5865,8 +5878,10 @@ class Gemma3Model(TextModel): # remove OOV (out-of-vocabulary) rows in token_embd if "embed_tokens.weight" in name: - vocab = self._create_vocab_sentencepiece() - tokens = vocab[0] + if (self.dir_model / "tokenizer.model").is_file(): + tokens = self._create_vocab_sentencepiece()[0] + else: + tokens = self.get_vocab_base()[0] data_torch = data_torch[:len(tokens)] # ref code in Gemma3RMSNorm diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index fbd538109..84a0c2934 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -67,7 +67,7 @@ add_library(llama models/gemma-embedding.cpp models/gemma.cpp models/gemma2-iswa.cpp - models/gemma3-iswa.cpp + models/gemma3.cpp models/gemma3n-iswa.cpp models/glm4-moe.cpp models/glm4.cpp diff --git a/src/llama-model.cpp b/src/llama-model.cpp index 7d09d7abd..e09d59e2c 100644 --- a/src/llama-model.cpp +++ b/src/llama-model.cpp @@ -1264,18 +1264,25 @@ void llama_model::load_hparams(llama_model_loader & ml) { } break; case LLM_ARCH_GEMMA3: { - hparams.swa_type = LLAMA_SWA_TYPE_STANDARD; - hparams.set_swa_pattern(6); + const bool found_swa = ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false); + if (found_swa && hparams.n_swa > 0) { + hparams.swa_type = LLAMA_SWA_TYPE_STANDARD; + hparams.set_swa_pattern(6); - hparams.rope_freq_base_train_swa = 10000.0f; - hparams.rope_freq_scale_train_swa = 1.0f; + hparams.rope_freq_base_train_swa = 10000.0f; + hparams.rope_freq_scale_train_swa = 1.0f; + } else { + hparams.swa_type = LLAMA_SWA_TYPE_NONE; + } - ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa); + hparams.f_final_logit_softcapping = 0.0f; + ml.get_key(LLM_KV_FINAL_LOGIT_SOFTCAPPING, hparams.f_final_logit_softcapping, false); ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps); switch (hparams.n_layer) { case 18: type = LLM_TYPE_270M; break; case 26: type = LLM_TYPE_1B; break; + case 32: type = LLM_TYPE_8B; break; // Rnj-1 case 34: type = LLM_TYPE_4B; break; case 48: type = LLM_TYPE_12B; break; case 62: type = LLM_TYPE_27B; break; @@ -7304,7 +7311,11 @@ ggml_cgraph * llama_model::build_graph(const llm_graph_params & params) const { } break; case LLM_ARCH_GEMMA3: { - llm = std::make_unique(*this, params); + if (hparams.swa_type == LLAMA_SWA_TYPE_STANDARD) { + llm = std::make_unique>(*this, params); + } else { + llm = std::make_unique>(*this, params); + } } break; case LLM_ARCH_GEMMA3N: { diff --git a/src/models/gemma3-iswa.cpp b/src/models/gemma3.cpp similarity index 78% rename from src/models/gemma3-iswa.cpp rename to src/models/gemma3.cpp index 839ff6d3d..ae60ef479 100644 --- a/src/models/gemma3-iswa.cpp +++ b/src/models/gemma3.cpp @@ -1,6 +1,7 @@ #include "models.h" -llm_build_gemma3_iswa::llm_build_gemma3_iswa(const llama_model & model, const llm_graph_params & params) : llm_graph_context(params) { +template +llm_build_gemma3::llm_build_gemma3(const llama_model & model, const llm_graph_params & params) : llm_graph_context(params) { const int64_t n_embd_head = hparams.n_embd_head_k; ggml_tensor * cur; @@ -17,13 +18,28 @@ llm_build_gemma3_iswa::llm_build_gemma3_iswa(const llama_model & model, const ll ggml_tensor * inp_pos = build_inp_pos(); // TODO: is causal == true correct? might need some changes - auto * inp_attn = build_attn_inp_kv_iswa(); + using inp_attn_type = std::conditional_t; + inp_attn_type * inp_attn = nullptr; + + if constexpr (iswa) { + inp_attn = build_attn_inp_kv_iswa(); + } else { + inp_attn = build_attn_inp_kv(); + } ggml_tensor * inp_out_ids = build_inp_out_ids(); for (int il = 0; il < n_layer; ++il) { - const float freq_base_l = model.get_rope_freq_base (cparams, il); - const float freq_scale_l = model.get_rope_freq_scale(cparams, il); + float freq_base_l = 0.0f; + float freq_scale_l = 0.0f; + + if constexpr (iswa) { + freq_base_l = model.get_rope_freq_base (cparams, il); + freq_scale_l = model.get_rope_freq_scale(cparams, il); + } else { + freq_base_l = freq_base; + freq_scale_l = freq_scale; + } // norm cur = build_norm(inpL, model.layers[il].attn_norm, NULL, LLM_NORM_RMS, il); @@ -102,7 +118,7 @@ llm_build_gemma3_iswa::llm_build_gemma3_iswa(const llama_model & model, const ll cur = build_norm(cur, model.layers[il].ffn_post_norm, NULL, LLM_NORM_RMS, -1); - cb(cur, "ffn_post_norm", -1); + cb(cur, "ffn_post_norm", il); cur = ggml_add(ctx0, cur, sa_out); @@ -124,8 +140,17 @@ llm_build_gemma3_iswa::llm_build_gemma3_iswa(const llama_model & model, const ll // lm_head cur = build_lora_mm(model.output, cur); + if (hparams.f_final_logit_softcapping) { + cur = ggml_scale(ctx0, cur, 1.0f / hparams.f_final_logit_softcapping); + cur = ggml_tanh(ctx0, cur); + cur = ggml_scale(ctx0, cur, hparams.f_final_logit_softcapping); + } + cb(cur, "result_output", -1); res->t_logits = cur; ggml_build_forward_expand(gf, cur); } + +template struct llm_build_gemma3; +template struct llm_build_gemma3; diff --git a/src/models/models.h b/src/models/models.h index d93601ad0..6494f5450 100644 --- a/src/models/models.h +++ b/src/models/models.h @@ -179,8 +179,9 @@ struct llm_build_gemma2_iswa : public llm_graph_context { llm_build_gemma2_iswa(const llama_model & model, const llm_graph_params & params); }; -struct llm_build_gemma3_iswa : public llm_graph_context { - llm_build_gemma3_iswa(const llama_model & model, const llm_graph_params & params); +template +struct llm_build_gemma3 : public llm_graph_context { + llm_build_gemma3(const llama_model & model, const llm_graph_params & params); }; struct llm_build_gemma3n_iswa : public llm_graph_context { From e39502e74b46c54b359ddbbefc9bba4f98704906 Mon Sep 17 00:00:00 2001 From: Aldehir Rojas Date: Tue, 9 Dec 2025 00:32:57 -0600 Subject: [PATCH 03/21] llama : add token matching support to llama-grammar (#17816) * llama : add token support to llama-grammar * fix inverse token comment * refactor trigger_patterns to replay tokens instead of the entire string * add token documentation * fix test-llama-grammar * improve test cases for tokens --- grammars/README.md | 24 +++ src/llama-grammar.cpp | 266 +++++++++++++++++++++++++---- src/llama-grammar.h | 21 ++- tests/test-grammar-integration.cpp | 111 +++++++++++- tests/test-grammar-parser.cpp | 14 ++ tests/test-llama-grammar.cpp | 2 +- 6 files changed, 400 insertions(+), 38 deletions(-) diff --git a/grammars/README.md b/grammars/README.md index a63198b5a..11e3b6dd9 100644 --- a/grammars/README.md +++ b/grammars/README.md @@ -67,6 +67,30 @@ Parentheses `()` can be used to group sequences, which allows for embedding alte - `{m,n}` repeats the precedent symbol or sequence at between `m` and `n` times (included) - `{0,n}` repeats the precedent symbol or sequence at most `n` times (included) +## Tokens + +Tokens allow grammars to match specific tokenizer tokens rather than character sequences. This is useful for constraining outputs based on special tokens (like `` or ``). + +Tokens can be specified in two ways: + +1. **Token ID**: Use angle brackets with the token ID in square brackets: `<[token-id]>`. For example, `<[1000]>` matches the token with ID 1000. + +2. **Token string**: Use angle brackets with the token text directly: ``. For example, `` will match the token whose text is exactly ``. This only works if the string tokenizes to exactly one token in the vocabulary, otherwise the grammar will fail to parse. + +You can negate token matches using the `!` prefix: `!<[1000]>` or `!` matches any token *except* the specified one. + +``` +# Match a thinking block: ... +# Using token strings (requires these to be single tokens in the vocab) +root ::= thinking .* +thinking ::= !* + +# Equivalent grammar using explicit token IDs +# Assumes token 1000 = , token 1001 = +root ::= <[1000]> thinking <[1001]> .* +thinking ::= !<[1001]>* +``` + ## Comments and newlines Comments can be specified with `#`: diff --git a/src/llama-grammar.cpp b/src/llama-grammar.cpp index b3c5eb571..75d5d750c 100644 --- a/src/llama-grammar.cpp +++ b/src/llama-grammar.cpp @@ -181,6 +181,52 @@ static std::pair parse_char(const char * src) { throw std::runtime_error("unexpected end of input"); } +static std::pair parse_token(const llama_vocab * vocab, const char * src) { + const char * pos = src; + if (*pos != '<') { + throw std::runtime_error(std::string("expecting '<' at ") + pos); + } + pos++; + + // Parse <[id]> + if (*pos == '[') { + pos++; + const char * int_end = parse_int(pos); + uint32_t token_id = std::stoul(std::string(pos, int_end - pos)); + pos = int_end; + if (*pos != ']') { + throw std::runtime_error(std::string("expecting ']' at ") + pos); + } + pos++; + if (*pos != '>') { + throw std::runtime_error(std::string("expecting '>' at ") + pos); + } + pos++; + return std::make_pair(token_id, pos); + } + + if (vocab == nullptr) { + throw std::runtime_error(std::string("no vocab to parse token at ") + src); + } + + // Parse and tokenize to obtain the token id + while (*pos != 0 && *pos != '>') { + pos++; + } + if (*pos != '>') { + throw std::runtime_error(std::string("expecting '>' at ") + pos); + } + pos++; + + llama_token tokens[2]; + int32_t n_tokens = vocab->tokenize(src, static_cast(pos - src), tokens, 2, false, true); + if (n_tokens != 1) { + // must tokenize to exactly 1 token + throw std::runtime_error("invalid token '" + std::string(src, pos - src) + "'"); + } + return std::make_pair(tokens[0], pos); +} + static void print_grammar_char(FILE * file, uint32_t c) { if (0x20 <= c && c <= 0x7f) { fprintf(file, "%c", static_cast(c)); @@ -212,6 +258,8 @@ static void print_rule_binary(FILE * file, const llama_grammar_rule & rule) { case LLAMA_GRETYPE_CHAR_RNG_UPPER: fprintf(file, "CHAR_RNG_UPPER"); break; case LLAMA_GRETYPE_CHAR_ALT: fprintf(file, "CHAR_ALT"); break; case LLAMA_GRETYPE_CHAR_ANY: fprintf(file, "CHAR_ANY"); break; + case LLAMA_GRETYPE_TOKEN: fprintf(file, "TOKEN"); break; + case LLAMA_GRETYPE_TOKEN_NOT: fprintf(file, "TOKEN_NOT"); break; } switch (elem.type) { case LLAMA_GRETYPE_END: @@ -228,6 +276,17 @@ static void print_rule_binary(FILE * file, const llama_grammar_rule & rule) { print_grammar_char(file, elem.value); fprintf(file, "\") "); break; + case LLAMA_GRETYPE_TOKEN: + fprintf(file, "<["); + fprintf(file, "%u", elem.value); + fprintf(file, "]> "); + break; + case LLAMA_GRETYPE_TOKEN_NOT: + fprintf(file, "!"); + fprintf(file, "<["); + fprintf(file, "%u", elem.value); + fprintf(file, "]> "); + break; } } fprintf(file, "\n"); @@ -284,6 +343,17 @@ static void print_rule( case LLAMA_GRETYPE_CHAR_ANY: fprintf(file, "."); break; + case LLAMA_GRETYPE_TOKEN: + fprintf(file, "<["); + fprintf(file, "%u", elem.value); + fprintf(file, "]> "); + break; + case LLAMA_GRETYPE_TOKEN_NOT: + fprintf(file, "!"); + fprintf(file, "<["); + fprintf(file, "%u", elem.value); + fprintf(file, "]> "); + break; } if (is_char_element(elem)) { switch (rule[i + 1].type) { @@ -444,6 +514,17 @@ const char * llama_grammar_parser::parse_sequence( } } pos = parse_space(pos + 1, is_nested); + } else if (*pos == '<' || *pos == '!') { // token + auto type = LLAMA_GRETYPE_TOKEN; + if (*pos == '!') { // token inverse + type = LLAMA_GRETYPE_TOKEN_NOT; + pos++; + } + auto token_pair = parse_token(vocab, pos); + const char * token_end = token_pair.second; + last_sym_start = rule.size(); + rule.push_back({type, token_pair.first}); + pos = parse_space(token_end, is_nested); } else if (is_word_char(*pos)) { // rule reference const char * name_end = parse_name(pos); uint32_t ref_rule_id = get_symbol_id(pos, name_end - pos); @@ -691,6 +772,21 @@ static bool llama_grammar_match_partial_char( return !is_positive_char; } +// returns true iff token matches the rule at pos (regular or inverse) +// asserts that pos is pointing to a token element +static bool llama_grammar_match_token( + const llama_grammar_element * pos, + const llama_token token) { + GGML_ASSERT(pos->type == LLAMA_GRETYPE_TOKEN || pos->type == LLAMA_GRETYPE_TOKEN_NOT); + if (pos->type == LLAMA_GRETYPE_TOKEN) { + return pos->value == static_cast(token); + } + if (pos->type == LLAMA_GRETYPE_TOKEN_NOT) { + return pos->value != static_cast(token); + } + return false; +} + // transforms a grammar pushdown stack into N possible stacks, all ending // at a character range (terminal element) static void llama_grammar_advance_stack( @@ -738,6 +834,8 @@ static void llama_grammar_advance_stack( case LLAMA_GRETYPE_CHAR: case LLAMA_GRETYPE_CHAR_NOT: case LLAMA_GRETYPE_CHAR_ANY: + case LLAMA_GRETYPE_TOKEN: + case LLAMA_GRETYPE_TOKEN_NOT: if (std::find(new_stacks.begin(), new_stacks.end(), stack) == new_stacks.end()) { // only add the stack if it's not a duplicate of one we already have new_stacks.emplace_back(stack); @@ -831,26 +929,38 @@ llama_grammar_stacks & llama_grammar_get_stacks(struct llama_grammar * grammar) return grammar->stacks; } +static void llama_grammar_accept_chr( + struct llama_grammar & grammar, + const llama_grammar_stack & stack, + uint32_t chr, + llama_grammar_stacks & new_stacks) { + if (stack.empty()) { + return; + } + + const llama_grammar_element * pos = stack.back(); + + // ignore if this turns into a token + if (pos->type == LLAMA_GRETYPE_TOKEN || pos->type == LLAMA_GRETYPE_TOKEN_NOT) { + return; + } + + auto match = llama_grammar_match_char(pos, chr); + if (match.first) { + llama_grammar_stack new_stack(stack.begin(), stack.end() - 1); + if (!llama_grammar_is_end_of_sequence(match.second)) { + new_stack.push_back(match.second); + } + llama_grammar_advance_stack(grammar.rules, new_stack, new_stacks); + } +} + void llama_grammar_accept(struct llama_grammar * grammar, uint32_t chr) { llama_grammar_stacks stacks_new; stacks_new.reserve(grammar->stacks.size()); for (const auto & stack : grammar->stacks) { - if (stack.empty()) { - continue; - } - - auto match = llama_grammar_match_char(stack.back(), chr); - if (match.first) { - const llama_grammar_element * pos = match.second; - - // update top of stack to next element, if any - llama_grammar_stack new_stack(stack.begin(), stack.end() - 1); - if (!llama_grammar_is_end_of_sequence(pos)) { - new_stack.push_back(pos); - } - llama_grammar_advance_stack(grammar->rules, new_stack, stacks_new); - } + llama_grammar_accept_chr(*grammar, stack, chr, stacks_new); } grammar->stacks = std::move(stacks_new); @@ -875,6 +985,22 @@ llama_grammar_candidates llama_grammar_reject_candidates_for_stack( const llama_grammar_element * stack_pos = stack.back(); + // if the top of the stack is a token rule, then we only need to check the token id + if (stack_pos->type == LLAMA_GRETYPE_TOKEN || stack_pos->type == LLAMA_GRETYPE_TOKEN_NOT) { + for (const auto & tok : candidates) { + if (*tok.code_points == 0) { + // reached the end of a token consumed by char rules, reject iff it ended + // in a partial response + if (tok.partial_utf8.n_remain != 0) { + rejects.push_back(tok); + } + } else if (!llama_grammar_match_token(stack_pos, tok.id)) { + rejects.push_back(tok); + } + } + return rejects; + } + llama_grammar_candidates next_candidates; next_candidates.reserve(candidates.size()); @@ -887,7 +1013,7 @@ llama_grammar_candidates llama_grammar_reject_candidates_for_stack( rejects.push_back(tok); } } else if (llama_grammar_match_char(stack_pos, *tok.code_points).first) { - next_candidates.push_back({ tok.index, tok.code_points + 1, tok.partial_utf8 }); + next_candidates.push_back({ tok.index, tok.code_points + 1, tok.partial_utf8, tok.id }); } else { rejects.push_back(tok); } @@ -905,7 +1031,7 @@ llama_grammar_candidates llama_grammar_reject_candidates_for_stack( auto next_rejects = llama_grammar_reject_candidates(rules, next_stacks, next_candidates); for (const auto & tok : next_rejects) { - rejects.push_back({ tok.index, tok.code_points - 1, tok.partial_utf8 }); + rejects.push_back({ tok.index, tok.code_points - 1, tok.partial_utf8, tok.id }); } return rejects; @@ -972,12 +1098,13 @@ struct llama_grammar * llama_grammar_init_impl( vocab, std::move(vec_rules), std::move(stacks), - /* .partial_utf8 = */ {}, - /* .lazy =*/ false, - /* .awaiting_trigger = */ false, - /* .trigger_buffer = */ "", - /* .trigger_tokens = */ {}, - /* .trigger_patterns = */ {}, + /* .partial_utf8 = */ {}, + /* .lazy = */ false, + /* .awaiting_trigger = */ false, + /* .trigger_buffer = */ "", + /* .trigger_buffer_positions = */ {}, + /* .trigger_tokens = */ {}, + /* .trigger_patterns = */ {}, }; } @@ -990,7 +1117,7 @@ struct llama_grammar * llama_grammar_init_impl( size_t num_trigger_patterns, const llama_token * trigger_tokens, size_t num_trigger_tokens) { - llama_grammar_parser parser; + llama_grammar_parser parser(vocab); // if there is a grammar, parse it // rules will be empty (default) if there are parse errors @@ -1077,10 +1204,11 @@ struct llama_grammar * llama_grammar_init_impl( vocab, std::move(vec_rules), std::move(stacks), - /* .partial_utf8 = */ {}, - /* .lazy = */ lazy, - /* .awaiting_trigger = */ lazy, - /* .trigger_buffer = */ "", + /* .partial_utf8 = */ {}, + /* .lazy = */ lazy, + /* .awaiting_trigger = */ lazy, + /* .trigger_buffer = */ "", + /* .trigger_buffer_positions = */ {}, std::move(vec_trigger_tokens), std::move(vec_trigger_patterns), }; @@ -1103,6 +1231,7 @@ struct llama_grammar * llama_grammar_clone_impl(const struct llama_grammar & gra grammar.lazy, grammar.awaiting_trigger, grammar.trigger_buffer, + grammar.trigger_buffer_positions, grammar.trigger_tokens, grammar.trigger_patterns, }; @@ -1156,7 +1285,7 @@ void llama_grammar_apply_impl(const struct llama_grammar & grammar, llama_token_ cur_p->data[i].logit = -INFINITY; } else { candidates_decoded.push_back(decode_utf8(piece, grammar.partial_utf8)); - candidates_grammar.push_back({ i, candidates_decoded.back().first.data(), candidates_decoded.back().second }); + candidates_grammar.push_back({ i, candidates_decoded.back().first.data(), candidates_decoded.back().second, id }); } } @@ -1175,10 +1304,12 @@ void llama_grammar_accept_impl(struct llama_grammar & grammar, llama_token token if (std::find(grammar.trigger_tokens.begin(), grammar.trigger_tokens.end(), token) != grammar.trigger_tokens.end()) { grammar.awaiting_trigger = false; grammar.trigger_buffer.clear(); - llama_grammar_accept_str(grammar, piece); + llama_grammar_accept_token(grammar, token, piece); LLAMA_LOG_DEBUG("Grammar triggered on token %u (`%s`)", token, piece.c_str()); return; } else { + auto position = std::make_pair(grammar.trigger_buffer.size(), grammar.trigger_buffer.size() + piece.size()); + grammar.trigger_buffer_positions.push_back(std::make_pair(token, position)); grammar.trigger_buffer += piece; std::smatch match; @@ -1196,10 +1327,23 @@ void llama_grammar_accept_impl(struct llama_grammar & grammar, llama_token token if (start == std::string::npos) { start = match.position(0); } + + // replay tokens that overlap with [start, end) + for (const auto & [tok, tok_pos] : grammar.trigger_buffer_positions) { + auto [tok_start, tok_end] = tok_pos; + if (tok_end <= start) { + continue; + } + + size_t piece_start = (tok_start < start) ? start : tok_start; // allow for partial token pieces + size_t piece_len = tok_end - piece_start; + auto tok_piece = grammar.trigger_buffer.substr(piece_start, piece_len); + llama_grammar_accept_token(grammar, tok, tok_piece); + } + auto constrained_str = grammar.trigger_buffer.substr(start); - // std::string constrained_str(match[1].first, grammar.trigger_buffer.end()); grammar.trigger_buffer.clear(); - llama_grammar_accept_str(grammar, constrained_str); + grammar.trigger_buffer_positions.clear(); LLAMA_LOG_DEBUG("Grammar triggered on regex: '%s'\n", constrained_str.c_str()); return; } @@ -1218,7 +1362,7 @@ void llama_grammar_accept_impl(struct llama_grammar & grammar, llama_token token GGML_ABORT("fatal error"); } - llama_grammar_accept_str(grammar, piece); + llama_grammar_accept_token(grammar, token, piece); } void llama_grammar_accept_str(struct llama_grammar & grammar, const std::string & piece) { @@ -1235,3 +1379,59 @@ void llama_grammar_accept_str(struct llama_grammar & grammar, const std::string throw std::runtime_error("Unexpected empty grammar stack after accepting piece: " + piece); } } + +void llama_grammar_accept_token(struct llama_grammar & grammar, llama_token token, const std::string & piece) { + // Note terminating 0 in decoded string + const auto decoded = decode_utf8(piece, grammar.partial_utf8); + const auto & code_points = decoded.first; + + llama_grammar_stacks stacks_new; + stacks_new.reserve(grammar.stacks.size()); + + for (const auto & stack : grammar.stacks) { + if (stack.empty()) { + continue; + } + + const llama_grammar_element * pos = stack.back(); + + if (pos->type == LLAMA_GRETYPE_TOKEN || pos->type == LLAMA_GRETYPE_TOKEN_NOT) { + if (llama_grammar_match_token(pos, token)) { + llama_grammar_stack new_stack(stack.begin(), stack.end() - 1); + if (!llama_grammar_is_end_of_sequence(pos + 1)) { + new_stack.push_back(pos + 1); + } + llama_grammar_advance_stack(grammar.rules, new_stack, stacks_new); + } + } else { + llama_grammar_stacks current_stacks = {stack}; + + for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) { + llama_grammar_stacks next_stacks; + + for (const auto & cur_stack : current_stacks) { + llama_grammar_accept_chr(grammar, cur_stack, *it, next_stacks); + } + + current_stacks = std::move(next_stacks); + if (current_stacks.empty()) { + break; + } + } + + for (auto & surviving_stack : current_stacks) { + if (std::find(stacks_new.begin(), stacks_new.end(), surviving_stack) == stacks_new.end()) { + stacks_new.emplace_back(surviving_stack); + } + } + } + } + + grammar.stacks = std::move(stacks_new); + grammar.partial_utf8 = decoded.second; + + if (grammar.stacks.empty()) { + throw std::runtime_error("Unexpected empty grammar stack after accepting piece: " + piece + " (" + std::to_string(token) + ")"); + } +} + diff --git a/src/llama-grammar.h b/src/llama-grammar.h index f8c291de9..a4c978ac1 100644 --- a/src/llama-grammar.h +++ b/src/llama-grammar.h @@ -36,11 +36,17 @@ enum llama_gretype { // any character (.) LLAMA_GRETYPE_CHAR_ANY = 7, + + // terminal element: token (<[token-id]>) + LLAMA_GRETYPE_TOKEN = 8, + + // inverse token (!<[token-id]>) + LLAMA_GRETYPE_TOKEN_NOT = 9, }; typedef struct llama_grammar_element { enum llama_gretype type; - uint32_t value; // Unicode code point or rule ID + uint32_t value; // Unicode code point, rule ID, or token ID } llama_grammar_element; struct llama_partial_utf8 { @@ -52,6 +58,7 @@ struct llama_grammar_candidate { size_t index; const uint32_t * code_points; llama_partial_utf8 partial_utf8; + llama_token id; }; using llama_grammar_rule = std::vector< llama_grammar_element>; @@ -77,10 +84,13 @@ std::vector llama_grammar_reject_candidates_for_stack( const llama_grammar_candidates & candidates); struct llama_grammar_parser { + const llama_vocab * vocab; std::map symbol_ids; llama_grammar_rules rules; + llama_grammar_parser(const struct llama_vocab * vocab = nullptr) : vocab(vocab) {} + llama_grammar_stack c_rules() const; uint32_t get_symbol_id(const char * src, size_t len); @@ -112,6 +122,9 @@ struct llama_grammar_trigger_pattern { }; struct llama_grammar { + // maintain a list of llama_tokens and their positions in the trigger_buffer + using token_pos = std::pair>; + // note: allow null vocab for testing (not great) const llama_vocab * vocab; @@ -127,6 +140,7 @@ struct llama_grammar { bool lazy = false; bool awaiting_trigger = false; // Initialized to true for lazy grammars only std::string trigger_buffer; // Output buffered by lazy grammar. Will be cleared once trigger is found. + std::vector trigger_buffer_positions; // Tokens buffered by lazy grammar. Used to replay when a trigger is found. std::vector trigger_tokens; // Tokens that trigger a lazy grammar, or tokens to force printing of (even if special). std::vector trigger_patterns; // Regular expressions that trigger a lazy grammar. Must be a full match of the entire generated @@ -171,3 +185,8 @@ void llama_grammar_accept_impl( void llama_grammar_accept_str( struct llama_grammar & grammar, const std::string & piece); + +void llama_grammar_accept_token( + struct llama_grammar & grammar, + llama_token token, + const std::string & piece); diff --git a/tests/test-grammar-integration.cpp b/tests/test-grammar-integration.cpp index 82fae671e..7aa7e58a5 100644 --- a/tests/test-grammar-integration.cpp +++ b/tests/test-grammar-integration.cpp @@ -32,13 +32,66 @@ static bool test_build_grammar_fails(const std::string & grammar_str) { return grammar_fails; } +struct token_and_piece { + llama_token token; + std::string piece; +}; + +// token() encodes a 32-bit ID as 5 bytes: a 0xff marker followed by the ID in big-endian order. +static std::string token(llama_token id) { + return std::string{ + static_cast(0xff), + static_cast((id >> 24) & 0xff), + static_cast((id >> 16) & 0xff), + static_cast((id >> 8) & 0xff), + static_cast(id & 0xff) + }; +} + +// parse_tokens() parses the token encodes above and UTF-8 text. +static std::vector parse_tokens(const std::string & input) { + std::vector result; + result.reserve(input.size()); + size_t offset = 0; + while (offset < input.size()) { + try { + if (static_cast(input[offset]) == 0xff) { + if (offset + 5 > input.size()) { + throw std::runtime_error("not enough bytes for token id"); + } + uint32_t val = + (static_cast(input[offset + 1]) << 24) | + (static_cast(input[offset + 2]) << 16) | + (static_cast(input[offset + 3]) << 8) | + (static_cast(input[offset + 4])); + auto piece = "<[" + std::to_string(val) + "]>"; + result.push_back({static_cast(val), piece}); + offset += 5; + } else { + uint32_t cpt = unicode_cpt_from_utf8(input, offset); + result.push_back({0, unicode_cpt_to_utf8(cpt)}); + } + } catch (const std::invalid_argument & /*ex*/) { + // Silently ignore invalid UTF-8 input to avoid leaking the exception beyond llama_tokenize + ++offset; + result.push_back({0, unicode_cpt_to_utf8(0xFFFD)}); // replacement character + } + } + return result; +} + static bool match_string(const std::string & input, llama_grammar * grammar) { - const auto cpts = unicode_cpts_from_utf8(input); + const auto parsed = parse_tokens(input); auto & stacks_cur = llama_grammar_get_stacks(grammar); - for (const auto & cpt : cpts) { - llama_grammar_accept(grammar, cpt); + for (const auto & in : parsed) { + try { + llama_grammar_accept_token(*grammar, in.token, in.piece); + } catch (const std::runtime_error & /*e*/) { + // normally this shouldn't get hit because of llama_grammar_apply + return false; + } if (stacks_cur.empty()) { // no stacks means that the grammar failed to match at this point @@ -426,6 +479,30 @@ static void test_simple_grammar() { "12a45", } ); + + // Test case for a simple grammar with tokens + test_grammar( + "simple grammar with tokens", + R"""( + root ::= <[10]> content <[11]> + content ::= (!<[11]>)*)""", + // Passing strings + { + token(10) + "hello world" + token(11), + token(10) + "text with " + token(12) + " other tokens " + token(13) + " mixed in" + token(11), + token(10) + token(11), + token(10) + token(12) + token(13) + token(14) + token(15) + token(11), + token(10) + "a" + token(11), + }, + // Failing strings + { + token(10) + "missing end token", + token(10), + "missing start token" + token(11), + token(10) + token(11) + token(11), // double end token + token(11) + "wrong order" + token(10), + } + ); } static void test_complex_grammar() { @@ -487,6 +564,34 @@ static void test_complex_grammar() { "123+456*789-123/456+789*123-456/789+123*456-789/123+456*789-123/456+789*123-456/", } ); + + // Test case for a more complex grammar with tokens + test_grammar( + "complex grammar with tokens", + R"""( + root ::= reasoning+ content tool-call* + reasoning ::= <[10]> (!<[11]>)* <[11]> + content ::= <[20]> (!<[21]>)* <[21]> + tool-call ::= <[12]> name <[13]> args <[14]> + name ::= (!<[13]>)+ + args ::= (!<[14]>)*)""", + // Passing strings + { + token(10) + "I am thinking" + token(11) + token(20) + "hello world!" + token(21) + token(12) + "search" + token(13) + "query=test" + token(14), + token(10) + "reasoning 1" + token(11) + token(10) + "reasoning 2" + token(11) + token(20) + token(21) + token(12) + "tool" + token(13) + token(14), + token(10) + token(11) + token(20) + "content" + token(21), + token(10) + "think" + token(12) + " nested" + token(11) + token(20) + token(10) + "more content" + token(21) + token(12) + "fn" + token(13) + "x=1,y=2" + token(14) + token(12) + "fn2" + token(13) + token(14), + token(10) + "reasoning" + token(11) + token(10) + "more" + token(11) + token(10) + "even more" + token(11) + token(20) + "text" + token(21) + token(12) + "a" + token(13) + "b" + token(14) + token(12) + "c" + token(13) + "d" + token(14), + }, + // Failing strings + { + token(20) + "content only" + token(21), + token(10) + "no closing reasoning", + token(10) + token(11) + token(20) + "no closing content", + token(10) + token(11) + token(20) + token(21) + token(12) + "incomplete tool", + token(10) + token(11) + token(11) + token(20) + token(21), + } + ); } static void test_special_chars() { diff --git a/tests/test-grammar-parser.cpp b/tests/test-grammar-parser.cpp index 67821a2d5..03ae78ff7 100644 --- a/tests/test-grammar-parser.cpp +++ b/tests/test-grammar-parser.cpp @@ -515,5 +515,19 @@ int main() {LLAMA_GRETYPE_END, 0}, }); + // <[1000]> = "" + // <[1001]> = "" + verify_parsing(R"""( + root ::= <[1000]> !<[1001]> <[1001]> + )""", { + {"root", 0} + }, { + // root (index 0) + {LLAMA_GRETYPE_TOKEN, 1000}, + {LLAMA_GRETYPE_TOKEN_NOT, 1001}, + {LLAMA_GRETYPE_TOKEN, 1001}, + {LLAMA_GRETYPE_END, 0}, + }); + return 0; } diff --git a/tests/test-llama-grammar.cpp b/tests/test-llama-grammar.cpp index cc198f3e3..fd45d5ada 100644 --- a/tests/test-llama-grammar.cpp +++ b/tests/test-llama-grammar.cpp @@ -202,7 +202,7 @@ int main() uint32_t *cp = new uint32_t[2]; // dynamically allocate memory for code_point cp[0] = 37 + i; cp[1] = 0; - next_candidates[i] = {i, cp, {}}; + next_candidates[i] = {i, cp, {}, 0}; } std::vector>> expected_reject = { From 0cdce38a97bd05462416272fbb912f4d7ecd2940 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Johannes=20G=C3=A4=C3=9Fler?= Date: Tue, 9 Dec 2025 09:34:02 +0100 Subject: [PATCH 04/21] CUDA: fix FP16 overflow in tile FA kernel (#17875) --- ggml/src/ggml-cuda/fattn-tile.cuh | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/ggml/src/ggml-cuda/fattn-tile.cuh b/ggml/src/ggml-cuda/fattn-tile.cuh index 8afc1daae..7c4d6fe67 100644 --- a/ggml/src/ggml-cuda/fattn-tile.cuh +++ b/ggml/src/ggml-cuda/fattn-tile.cuh @@ -564,6 +564,12 @@ static __device__ __forceinline__ void flash_attn_tile_iter( for (int i_KQ_0 = 0; i_KQ_0 < nbatch_fa; i_KQ_0 += np*warp_size) { const int i_KQ = i_KQ_0 + (threadIdx.y % np)*warp_size + threadIdx.x; +#if defined(FAST_FP16_AVAILABLE) && !defined(V_DOT2_F32_F16_AVAILABLE) + // Without the v_dot2_f32_f16 instruction there is a higher risk of numerical overflow in the KQ calculation. + // Therefore, scale down Q values and apply the inverse scale the FP32 KQ values afterwards again. + KQ_acc[i_KQ_0/(np*warp_size)*cpw + jc0] *= 4.0f; +#endif // defined(FAST_FP16_AVAILABLE) && !defined(V_DOT2_F32_F16_AVAILABLE) + if (use_logit_softcap) { KQ_acc[(i_KQ_0/(np*warp_size))*cpw + jc0] = logit_softcap * tanhf(KQ_acc[(i_KQ_0/(np*warp_size))*cpw + jc0]); } @@ -858,6 +864,11 @@ static __global__ void flash_attn_tile( #pragma unroll for (int i1 = 0; i1 < cpy_ne_D; i1 += 2) { tmp_h2[i1/2] = make_half2(tmp_f[i1 + 0], tmp_f[i1 + 1]); +#if defined(FAST_FP16_AVAILABLE) && !defined(V_DOT2_F32_F16_AVAILABLE) + // Without the v_dot2_f32_f16 instruction there is a higher risk of numerical overflow in the KQ calculation. + // Therefore, scale down Q values and apply the inverse scale the FP32 KQ values afterwards again. + tmp_h2[i1/2] *= make_half2(0.25f, 0.25f); +#endif // defined(FAST_FP16_AVAILABLE) && !defined(V_DOT2_F32_F16_AVAILABLE) } ggml_cuda_memcpy_1( &Q_tmp[jc*(DKQ/2) + i0/2 + (threadIdx.y % np)*(warp_size*cpy_ne_D/2) + threadIdx.x*(cpy_ne_D/2)], From ca709e427b1c5cf0134aaabc9bbc0183f32d1df0 Mon Sep 17 00:00:00 2001 From: Chenguang Li <757486878@qq.com> Date: Tue, 9 Dec 2025 17:53:23 +0800 Subject: [PATCH 05/21] CANN: add support for partial RoPE and Vision mode (#17543) * cann: add support for partial RoPE and Vision mode Add support for two important RoPE variants: partial rotation (rope_dims < ne0) and Vision mode rotation. 1. Support for partial RoPE (rope_dims < ne0): - Split tensor into head (first rope_dims dimensions) and tail portions - Apply rotation only to head portion using RotaryPositionEmbedding operator - Copy unrotated tail portion directly from source to destination - Handle both contiguous and non-contiguous tensor layouts 2. Support for Vision mode (GGML_ROPE_TYPE_VISION): - Set rope_dims = ne0 for Vision mode to rotate entire tensor - Vision mode pairs dimension i with dimension i+n_dims (where n_dims = ne0/2) - No tail handling needed since entire tensor is rotated Implementation details: - Use has_tail flag to determine execution path: head/tail splitting when rope_dims < ne0, or full tensor rotation when rope_dims == ne0 - Support both F32 and F16 data types with intermediate F32 conversion - Copy non-contiguous tensors to contiguous buffers before calling RotaryPositionEmbedding operator for compatibility - Improve cache invalidation logic to include rope_dims and indep_sects parameters These enhancements enable CANN backend to handle various RoPE configurations used in modern vision-language models and models with partial rotation. * cann: fix review comment --- ggml/src/ggml-cann/aclnn_ops.cpp | 216 ++++++++++++++++++++++--------- ggml/src/ggml-cann/common.h | 4 +- ggml/src/ggml-cann/ggml-cann.cpp | 14 +- 3 files changed, 162 insertions(+), 72 deletions(-) diff --git a/ggml/src/ggml-cann/aclnn_ops.cpp b/ggml/src/ggml-cann/aclnn_ops.cpp index 48f4b7db6..835b53f65 100644 --- a/ggml/src/ggml-cann/aclnn_ops.cpp +++ b/ggml/src/ggml-cann/aclnn_ops.cpp @@ -2251,12 +2251,12 @@ static void aclnn_rope_cache_init(ggml_backend_cann_context & ctx, int sections[4], bool mrope_used, bool is_imrope, - bool indep_sects) { - ggml_tensor * src0 = dst->src[0]; // input + bool indep_sects, + int64_t rope_dims) { ggml_tensor * src1 = dst->src[1]; // position ggml_tensor * src2 = dst->src[2]; // freq_factors - int64_t theta_scale_length = src0->ne[0] / 2; + int64_t theta_scale_length = rope_dims / 2; int64_t position_length = dst->ne[2]; // TODO: check theta_scale_length and position_length. @@ -2331,18 +2331,17 @@ static void aclnn_rope_cache_init(ggml_backend_cann_context & ctx, ACL_CHECK(aclrtMemcpyAsync(ctx.rope_cache.theta_scale_cache, theta_scale_length * sizeof(float), ctx.rope_cache.theta_scale_exp_host, theta_scale_length * sizeof(float), ACL_MEMCPY_HOST_TO_DEVICE, ctx.stream())); - - acl_theta_scale_tensor = ggml_cann_create_tensor(ctx.rope_cache.theta_scale_cache, ACL_FLOAT, sizeof(float), - theta_scale_ne, theta_scale_nb, 1); } + acl_theta_scale_tensor = ggml_cann_create_tensor(ctx.rope_cache.theta_scale_cache, ACL_FLOAT, sizeof(float), + theta_scale_ne, theta_scale_nb, 1); // Step1.2: prepare rope_yarn_ramp, if this part updated, should update theta_scale_tensor. + // TODO: acl_yarn_ramp_tensor use rope cache. bool yarn_ramp_tensor_updated = false; ggml_cann_pool_alloc yarn_ramp_allocator(ctx.pool()); acl_tensor_ptr acl_yarn_ramp_tensor; - if (ext_factor != 0 && - // TODO: check more parameter. - (ctx.rope_cache.theta_scale_length != theta_scale_length || ctx.rope_cache.freq_scale != freq_scale)) { + if (ext_factor != 0 && (theta_scale_updated || ctx.rope_cache.theta_scale_length != theta_scale_length || + ctx.rope_cache.freq_scale != freq_scale)) { yarn_ramp_tensor_updated = true; // -rope_yarn_ramp @@ -2590,7 +2589,7 @@ static void aclnn_rope_cache_init(ggml_backend_cann_context & ctx, aclnn_muls(ctx, acl_cos_tensor.get(), attn_factor, nullptr, true); } - int64_t sin_reshape_ne[4] = { src0->ne[0], 1, dst->ne[2], 1 }; + int64_t sin_reshape_ne[4] = { rope_dims, 1, dst->ne[2], 1 }; size_t sin_reshape_nb[GGML_MAX_DIMS]; sin_reshape_nb[0] = sizeof(float); for (int i = 1; i < GGML_MAX_DIMS; i++) { @@ -2645,7 +2644,7 @@ void ggml_cann_rope(ggml_backend_cann_context & ctx, ggml_tensor * dst) { // param float freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow; - int sections[4]; + int sections[4]; // const int n_past = ((int32_t *) dst->op_params)[0]; const int n_dims = ((int32_t *) dst->op_params)[1]; const int mode = ((int32_t *) dst->op_params)[2]; @@ -2654,44 +2653,60 @@ void ggml_cann_rope(ggml_backend_cann_context & ctx, ggml_tensor * dst) { GGML_TENSOR_UNARY_OP_LOCALS - memcpy(&freq_base, (int32_t *) dst->op_params + 5, sizeof(float)); - memcpy(&freq_scale, (int32_t *) dst->op_params + 6, sizeof(float)); - memcpy(&ext_factor, (int32_t *) dst->op_params + 7, sizeof(float)); - memcpy(&attn_factor, (int32_t *) dst->op_params + 8, sizeof(float)); - memcpy(&beta_fast, (int32_t *) dst->op_params + 9, sizeof(float)); - memcpy(&beta_slow, (int32_t *) dst->op_params + 10, sizeof(float)); - memcpy(§ions, (int32_t *) dst->op_params + 11, sizeof(int)*4); + memcpy(&freq_base, (int32_t *) dst->op_params + 5, sizeof(float)); + memcpy(&freq_scale, (int32_t *) dst->op_params + 6, sizeof(float)); + memcpy(&ext_factor, (int32_t *) dst->op_params + 7, sizeof(float)); + memcpy(&attn_factor, (int32_t *) dst->op_params + 8, sizeof(float)); + memcpy(&beta_fast, (int32_t *) dst->op_params + 9, sizeof(float)); + memcpy(&beta_slow, (int32_t *) dst->op_params + 10, sizeof(float)); + memcpy(§ions, (int32_t *) dst->op_params + 11, sizeof(int) * 4); - // TODO: n_dims <= ne0 - GGML_ASSERT(n_dims == ne0); GGML_ASSERT(n_dims % 2 == 0); + GGML_ASSERT(n_dims <= ne00); const float theta_scale = powf(freq_base, -2.0f / n_dims); float corr_dims[2]; ggml_rope_yarn_corr_dims(n_dims, n_ctx_orig, freq_base, beta_fast, beta_slow, corr_dims); - bool is_neox = mode & GGML_ROPE_TYPE_NEOX; - const bool is_imrope = mode == GGML_ROPE_TYPE_IMROPE; // qwen3vl apply interleaved mrope - const bool mrope_used = mode & GGML_ROPE_TYPE_MROPE; // ggml_rope_multi, note: also true for vision (24 & 8 == true) and for imrope - const bool is_vision = mode == GGML_ROPE_TYPE_VISION; + bool is_neox = mode & GGML_ROPE_TYPE_NEOX; + const bool is_imrope = mode == GGML_ROPE_TYPE_IMROPE; // qwen3vl apply interleaved mrope + // mrope_used means the GGML_ROPE_TYPE_MROPE bit is set. + // Note: this bit is also set for imrope and some vision modes, + // so mrope_used does NOT exclusively indicate pure mrope. + const bool mrope_used = mode & GGML_ROPE_TYPE_MROPE; + const bool is_vision = mode == GGML_ROPE_TYPE_VISION; if (mrope_used) { GGML_ASSERT(sections[0] > 0 || sections[1] > 0 || sections[2] > 0); } if (is_vision) { - GGML_ASSERT(n_dims == ne0/2); + GGML_ASSERT(n_dims == ne0 / 2); } if (is_imrope || mrope_used) { is_neox = true; } - // init ctx.rope_cos/rope_sin cache - aclnn_rope_cache_init(ctx, dst, corr_dims, ext_factor, theta_scale, freq_scale, attn_factor, is_neox, sections, mrope_used, is_imrope, is_vision); + int64_t rope_dims = n_dims; - int64_t sin_reshape_ne[4] = { ne00, 1, ne02, 1 }; + //Our current RotaryPositionEmbedding does not support the VISION mode, + //but essentially it only modifies theta_base in mrope, + //then repeats it at the end in the same way as is_neox. + //In fact, RoPE is still applied across all dimensions. + if (is_vision) { + rope_dims = src0->ne[0]; + } + int64_t tail_dims = ne00 - rope_dims; + bool has_tail = tail_dims > 0; + + // init ctx.rope_cos/rope_sin cache + aclnn_rope_cache_init(ctx, dst, corr_dims, ext_factor, theta_scale, freq_scale, attn_factor, is_neox, sections, + mrope_used, is_imrope, is_vision, rope_dims); + + // Cache is generated with ne00 dimensions, so we use ne00 for reshape + int64_t sin_reshape_ne[4] = { rope_dims, 1, ne02, 1 }; size_t sin_reshape_nb[GGML_MAX_DIMS]; sin_reshape_nb[0] = sizeof(float); for (int i = 1; i < GGML_MAX_DIMS; i++) { @@ -2704,7 +2719,6 @@ void ggml_cann_rope(ggml_backend_cann_context & ctx, ggml_tensor * dst) { acl_tensor_ptr acl_src = ggml_cann_create_tensor(src0); acl_tensor_ptr acl_dst = ggml_cann_create_tensor(dst); - #ifdef ASCEND_310P // Special ROPE operation for 310P @@ -2844,46 +2858,124 @@ void ggml_cann_rope(ggml_backend_cann_context & ctx, ggml_tensor * dst) { } return; #endif - int64_t acl_mode = is_neox ? 0 : 1; - switch (src0->type) { - case GGML_TYPE_F32: - { - GGML_CANN_CALL_ACLNN_OP(ctx, RotaryPositionEmbedding, acl_src.get(), acl_cos_reshape_tensor.get(), - acl_sin_reshape_tensor.get(), acl_mode, acl_dst.get()); - break; - } - case GGML_TYPE_F16: - { - ggml_cann_pool_alloc src_trans_allocator(ctx.pool(), ggml_nelements(src0) * sizeof(float)); - void * src_trans_buffer = src_trans_allocator.get(); - ggml_cann_pool_alloc dst_trans_allocator(ctx.pool(), ggml_nelements(dst) * sizeof(float)); - void * dst_trans_buffer = dst_trans_allocator.get(); + // Pre-define head and tail dimensions for reuse + int64_t head_ne[GGML_MAX_DIMS] = { rope_dims, ne01, ne02, ne03 }; + int64_t tail_ne[GGML_MAX_DIMS] = { tail_dims, ne01, ne02, ne03 }; - size_t src_trans_nb[GGML_MAX_DIMS]; - src_trans_nb[0] = sizeof(float); - for (int i = 1; i < GGML_MAX_DIMS; i++) { - src_trans_nb[i] = src_trans_nb[i - 1] * src0->ne[i - 1]; - } + // Step 1: Prepare trans tensors for F16 type conversion to F32 if needed + bool src_dst_need_trans = false; + ggml_cann_pool_alloc src_trans_allocator(ctx.pool()); + ggml_cann_pool_alloc dst_trans_allocator(ctx.pool()); + acl_tensor_ptr acl_src_trans_tensor; + acl_tensor_ptr acl_dst_trans_tensor; + void * src_trans_buffer = nullptr; + void * dst_trans_buffer = nullptr; + size_t src_dst_trans_nb[GGML_MAX_DIMS]; + if (src0->type == GGML_TYPE_F16) { + src_dst_need_trans = true; + src_trans_buffer = src_trans_allocator.alloc(ggml_nelements(src0) * sizeof(float)); + dst_trans_buffer = dst_trans_allocator.alloc(ggml_nelements(dst) * sizeof(float)); - acl_tensor_ptr acl_src_trans_tensor = ggml_cann_create_tensor( - src_trans_buffer, ACL_FLOAT, sizeof(float), src0->ne, src_trans_nb, GGML_MAX_DIMS); - acl_tensor_ptr acl_dst_trans_tensor = ggml_cann_create_tensor( - dst_trans_buffer, ACL_FLOAT, sizeof(float), dst->ne, src_trans_nb, GGML_MAX_DIMS); + src_dst_trans_nb[0] = sizeof(float); + for (int i = 1; i < GGML_MAX_DIMS; i++) { + src_dst_trans_nb[i] = src_dst_trans_nb[i - 1] * src0->ne[i - 1]; + } + acl_src_trans_tensor = ggml_cann_create_tensor(src_trans_buffer, ACL_FLOAT, sizeof(float), src0->ne, + src_dst_trans_nb, GGML_MAX_DIMS); + acl_dst_trans_tensor = ggml_cann_create_tensor(dst_trans_buffer, ACL_FLOAT, sizeof(float), dst->ne, + src_dst_trans_nb, GGML_MAX_DIMS); + aclnn_cast(ctx, acl_src.get(), acl_src_trans_tensor.get(), ACL_FLOAT); + } - aclnn_cast(ctx, acl_src.get(), acl_src_trans_tensor.get(), ACL_FLOAT); + // Step 2: Prepare head tensors for tail splitting if needed + acl_tensor_ptr acl_src_head; + acl_tensor_ptr acl_dst_head; + if (has_tail) { + // Create head views for RotaryPositionEmbedding (only first rope_dims dimensions) + // RotaryPositionEmbedding requires contiguous dst tensor, so we use a temporary buffer + if (src_dst_need_trans) { + // Use F32 trans tensor strides + acl_src_head = ggml_cann_create_tensor((char *) src_trans_buffer, ACL_FLOAT, sizeof(float), head_ne, + src_dst_trans_nb, GGML_MAX_DIMS); + } else { + // Use original F32 tensor strides + acl_src_head = ggml_cann_create_tensor((char *) src0->data, ACL_FLOAT, sizeof(float), head_ne, src0->nb, + GGML_MAX_DIMS); + } - GGML_CANN_CALL_ACLNN_OP(ctx, RotaryPositionEmbedding, acl_src_trans_tensor.get(), - acl_cos_reshape_tensor.get(), acl_sin_reshape_tensor.get(), acl_mode, - acl_dst_trans_tensor.get()); + int64_t head_elements = rope_dims * ne01 * ne02 * ne03; + ggml_cann_pool_alloc dst_head_contiguous_allocator(ctx.pool(), head_elements * sizeof(float)); + void * dst_head_contiguous_buffer = dst_head_contiguous_allocator.get(); - aclnn_cast(ctx, acl_dst_trans_tensor.get(), acl_dst.get(), ACL_FLOAT16); - break; - } - default: - GGML_ABORT("Unsupported tensor type for GGML_OP_ROPE"); - break; + size_t head_contiguous_nb[GGML_MAX_DIMS]; + head_contiguous_nb[0] = sizeof(float); + for (int i = 1; i < GGML_MAX_DIMS; i++) { + head_contiguous_nb[i] = head_contiguous_nb[i - 1] * head_ne[i - 1]; + } + acl_dst_head = ggml_cann_create_tensor(dst_head_contiguous_buffer, ACL_FLOAT, sizeof(float), head_ne, + head_contiguous_nb, GGML_MAX_DIMS); + } + + // Step 3: Execute RotaryPositionEmbedding + if (has_tail) { + // Rotate only the head portion (first rope_dims dimensions) + GGML_CANN_CALL_ACLNN_OP(ctx, RotaryPositionEmbedding, acl_src_head.get(), acl_cos_reshape_tensor.get(), + acl_sin_reshape_tensor.get(), acl_mode, acl_dst_head.get()); + + // Copy head result from contiguous buffer back to destination tensor + if (src_dst_need_trans) { + acl_tensor_ptr acl_dst_head_target = ggml_cann_create_tensor( + (char *) dst_trans_buffer, ACL_FLOAT, sizeof(float), head_ne, src_dst_trans_nb, GGML_MAX_DIMS); + cann_copy(ctx, acl_dst_head.get(), acl_dst_head_target.get()); + } else { + acl_tensor_ptr acl_dst_head_target = + ggml_cann_create_tensor((char *) dst->data, ACL_FLOAT, sizeof(float), head_ne, dst->nb, GGML_MAX_DIMS); + cann_copy(ctx, acl_dst_head.get(), acl_dst_head_target.get()); + } + } else if (src_dst_need_trans) { + // Rotate full tensor (no tail), using trans tensors + GGML_CANN_CALL_ACLNN_OP(ctx, RotaryPositionEmbedding, acl_src_trans_tensor.get(), acl_cos_reshape_tensor.get(), + acl_sin_reshape_tensor.get(), acl_mode, acl_dst_trans_tensor.get()); + } else { + // Rotate full tensor (no tail), using original tensors + GGML_CANN_CALL_ACLNN_OP(ctx, RotaryPositionEmbedding, acl_src.get(), acl_cos_reshape_tensor.get(), + acl_sin_reshape_tensor.get(), acl_mode, acl_dst.get()); + } + + // Step 4: Copy unrotated tail portion from source to destination + if (has_tail) { + size_t src_tail_offset; + size_t dst_tail_offset; + + auto copy_tail_device = [&](void * src_ptr, void * dst_ptr, aclDataType dtype, size_t elem_size, + size_t * nb_src_arr, size_t * nb_dst_arr) { + acl_tensor_ptr acl_src_tail = + ggml_cann_create_tensor(src_ptr, dtype, elem_size, tail_ne, nb_src_arr, GGML_MAX_DIMS); + acl_tensor_ptr acl_dst_tail = + ggml_cann_create_tensor(dst_ptr, dtype, elem_size, tail_ne, nb_dst_arr, GGML_MAX_DIMS); + cann_copy(ctx, acl_src_tail.get(), acl_dst_tail.get()); + }; + + if (src_dst_need_trans) { + // Use F32 trans tensor strides and offsets + src_tail_offset = rope_dims * src_dst_trans_nb[0]; + dst_tail_offset = rope_dims * src_dst_trans_nb[0]; + copy_tail_device((char *) src_trans_buffer + src_tail_offset, (char *) dst_trans_buffer + dst_tail_offset, + ACL_FLOAT, sizeof(float), src_dst_trans_nb, src_dst_trans_nb); + } else { + // Use original tensor strides and offsets + src_tail_offset = rope_dims * nb00; + dst_tail_offset = rope_dims * nb0; + copy_tail_device((char *) src0->data + src_tail_offset, (char *) dst->data + dst_tail_offset, + ggml_cann_type_mapping(dst->type), ggml_element_size(dst), src0->nb, dst->nb); + } + } + + // Step 5: Cast back to F16 if needed + if (src_dst_need_trans) { + aclnn_cast(ctx, acl_dst_trans_tensor.get(), acl_dst.get(), ACL_FLOAT16); } } diff --git a/ggml/src/ggml-cann/common.h b/ggml/src/ggml-cann/common.h index b17445bb9..45c7294e6 100644 --- a/ggml/src/ggml-cann/common.h +++ b/ggml/src/ggml-cann/common.h @@ -315,7 +315,7 @@ struct ggml_cann_rope_cache { if (theta_scale_exp_host) { free(theta_scale_exp_host); } - if(position_select_index_host) { + if (position_select_index_host) { free(position_select_index_host); } } @@ -340,7 +340,7 @@ struct ggml_cann_rope_cache { void set(int64_t theta_scale_length, int64_t position_length, - float ext_factor, + float ext_factor, float theta_scale, float freq_scale, float attn_factor, diff --git a/ggml/src/ggml-cann/ggml-cann.cpp b/ggml/src/ggml-cann/ggml-cann.cpp index 23dc0433c..81288464c 100644 --- a/ggml/src/ggml-cann/ggml-cann.cpp +++ b/ggml/src/ggml-cann/ggml-cann.cpp @@ -2308,7 +2308,7 @@ static enum ggml_status ggml_backend_cann_graph_compute(ggml_backend_t backend, bool cann_graph_update_required = false; #ifdef USE_ACL_GRAPH - bool use_cann_graph = true; + bool use_cann_graph = true; static bool prefill_use_graph = parse_bool(get_env("GGML_CANN_PREFILL_USE_GRAPH").value_or("")); if (!prefill_use_graph) { @@ -2338,7 +2338,7 @@ static enum ggml_status ggml_backend_cann_graph_compute(ggml_backend_t backend, } } #else - bool use_cann_graph = false; + bool use_cann_graph = false; #endif // USE_ACL_GRAPH evaluate_and_capture_cann_graph(cann_ctx, cgraph, use_cann_graph, cann_graph_update_required); @@ -2474,16 +2474,14 @@ static bool ggml_backend_cann_supports_op(ggml_backend_dev_t dev, const ggml_ten } case GGML_OP_ROPE: { - // TODO: with ops-test v == 1 - // TODO: n_dims <= ne0 - if (op->src[0]->ne[0] != op->op_params[1]) { - return false; - } - if (op->src[0]->ne[0] > 896) { return false; } #ifdef ASCEND_310P + // TODO: Support rope_dim < ne00(dim) + if (op->src[0]->ne[0] != op->op_params[1]) { + return false; + } if (!ggml_is_contiguous(op->src[0])) { return false; } From 4e842d5120f0349fe4c014a1cc8b9a55c5715c66 Mon Sep 17 00:00:00 2001 From: Xuan-Son Nguyen Date: Tue, 9 Dec 2025 11:53:59 +0100 Subject: [PATCH 06/21] console: allow using arrow left/right, home/end keys and history mode (#17836) * console: allow using arrow left/right to edit the line (with UTF-8 support) * console: fix arrow keys on Windows using private-use Unicode * console: add Home/End key support for Windows and Linux * console: add basic Up/Down history navigation * fix build * console: allow using arrow left/right to edit the line (with UTF-8 support) * console: fix arrow keys on Windows using private-use Unicode * console: add Home/End key support for Windows and Linux * console: add basic Up/Down history navigation * console: remove unreachable wc == 0 check after VK switch * console: add Ctrl+Left/Right word navigation - Add KEY_CTRL_ARROW_LEFT and KEY_CTRL_ARROW_RIGHT codes - Windows: detect CTRL modifier via dwControlKeyState - Linux: parse ANSI sequences with modifier (1;5D/C) - Implement move_word_left/right with space-skipping logic - Refactor escape sequence parsing to accumulate params * console: add Delete key support - Windows: VK_DELETE detection - Linux: ESC[3~ sequence parsing - Forward character deletion with UTF-8 support * console: implement bash-style history editing - Edit any history line during UP/DOWN navigation, edits persist - Pressing Enter appends edited version as new history entry - Original line stay untouched in their positions * clean up * better history impl * fix decode_utf8 --------- Co-authored-by: Pascal --- common/console.cpp | 613 ++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 583 insertions(+), 30 deletions(-) diff --git a/common/console.cpp b/common/console.cpp index 078a8d678..5e9901e4a 100644 --- a/common/console.cpp +++ b/common/console.cpp @@ -1,6 +1,11 @@ #include "console.h" #include #include +#include +#include +#include +#include +#include #if defined(_WIN32) #define WIN32_LEAN_AND_MEAN @@ -35,9 +40,26 @@ namespace console { +#if defined (_WIN32) + namespace { + // Use private-use unicode values to represent special keys that are not reported + // as characters (e.g. arrows on Windows). These values should never clash with + // real input and let the rest of the code handle navigation uniformly. + static constexpr char32_t KEY_ARROW_LEFT = 0xE000; + static constexpr char32_t KEY_ARROW_RIGHT = 0xE001; + static constexpr char32_t KEY_ARROW_UP = 0xE002; + static constexpr char32_t KEY_ARROW_DOWN = 0xE003; + static constexpr char32_t KEY_HOME = 0xE004; + static constexpr char32_t KEY_END = 0xE005; + static constexpr char32_t KEY_CTRL_ARROW_LEFT = 0xE006; + static constexpr char32_t KEY_CTRL_ARROW_RIGHT = 0xE007; + static constexpr char32_t KEY_DELETE = 0xE008; + } + // // Console state // +#endif static bool advanced_display = false; static bool simple_io = true; @@ -176,7 +198,18 @@ namespace console { if (record.EventType == KEY_EVENT && record.Event.KeyEvent.bKeyDown) { wchar_t wc = record.Event.KeyEvent.uChar.UnicodeChar; if (wc == 0) { - continue; + const DWORD ctrl_mask = LEFT_CTRL_PRESSED | RIGHT_CTRL_PRESSED; + const bool ctrl_pressed = (record.Event.KeyEvent.dwControlKeyState & ctrl_mask) != 0; + switch (record.Event.KeyEvent.wVirtualKeyCode) { + case VK_LEFT: return ctrl_pressed ? KEY_CTRL_ARROW_LEFT : KEY_ARROW_LEFT; + case VK_RIGHT: return ctrl_pressed ? KEY_CTRL_ARROW_RIGHT : KEY_ARROW_RIGHT; + case VK_UP: return KEY_ARROW_UP; + case VK_DOWN: return KEY_ARROW_DOWN; + case VK_HOME: return KEY_HOME; + case VK_END: return KEY_END; + case VK_DELETE: return KEY_DELETE; + default: continue; + } } if ((wc >= 0xD800) && (wc <= 0xDBFF)) { // Check if wc is a high surrogate @@ -315,6 +348,52 @@ namespace console { #endif } + static char32_t decode_utf8(const std::string & input, size_t pos, size_t & advance) { + unsigned char c = static_cast(input[pos]); + if ((c & 0x80u) == 0u) { + advance = 1; + return c; + } + if ((c & 0xE0u) == 0xC0u && pos + 1 < input.size()) { + unsigned char c1 = static_cast(input[pos + 1]); + if ((c1 & 0xC0u) != 0x80u) { + advance = 1; + return 0xFFFD; + } + advance = 2; + return ((c & 0x1Fu) << 6) | (static_cast(input[pos + 1]) & 0x3Fu); + } + if ((c & 0xF0u) == 0xE0u && pos + 2 < input.size()) { + unsigned char c1 = static_cast(input[pos + 1]); + unsigned char c2 = static_cast(input[pos + 2]); + if ((c1 & 0xC0u) != 0x80u || (c2 & 0xC0u) != 0x80u) { + advance = 1; + return 0xFFFD; + } + advance = 3; + return ((c & 0x0Fu) << 12) | + ((static_cast(input[pos + 1]) & 0x3Fu) << 6) | + (static_cast(input[pos + 2]) & 0x3Fu); + } + if ((c & 0xF8u) == 0xF0u && pos + 3 < input.size()) { + unsigned char c1 = static_cast(input[pos + 1]); + unsigned char c2 = static_cast(input[pos + 2]); + unsigned char c3 = static_cast(input[pos + 3]); + if ((c1 & 0xC0u) != 0x80u || (c2 & 0xC0u) != 0x80u || (c3 & 0xC0u) != 0x80u) { + advance = 1; + return 0xFFFD; + } + advance = 4; + return ((c & 0x07u) << 18) | + ((static_cast(input[pos + 1]) & 0x3Fu) << 12) | + ((static_cast(input[pos + 2]) & 0x3Fu) << 6) | + (static_cast(input[pos + 3]) & 0x3Fu); + } + + advance = 1; + return 0xFFFD; // replacement character for invalid input + } + static void append_utf8(char32_t ch, std::string & out) { if (ch <= 0x7F) { out.push_back(static_cast(ch)); @@ -336,22 +415,319 @@ namespace console { } // Helper function to remove the last UTF-8 character from a string - static void pop_back_utf8_char(std::string & line) { - if (line.empty()) { + static size_t prev_utf8_char_pos(const std::string & line, size_t pos) { + if (pos == 0) return 0; + pos--; + while (pos > 0 && (line[pos] & 0xC0) == 0x80) { + pos--; + } + return pos; + } + + static size_t next_utf8_char_pos(const std::string & line, size_t pos) { + if (pos >= line.length()) return line.length(); + pos++; + while (pos < line.length() && (line[pos] & 0xC0) == 0x80) { + pos++; + } + return pos; + } + + static void move_cursor(int delta); + static void move_word_left(size_t & char_pos, size_t & byte_pos, const std::vector & widths, const std::string & line); + static void move_word_right(size_t & char_pos, size_t & byte_pos, const std::vector & widths, const std::string & line); + static void move_to_line_start(size_t & char_pos, size_t & byte_pos, const std::vector & widths); + static void move_to_line_end(size_t & char_pos, size_t & byte_pos, const std::vector & widths, const std::string & line); + + static void delete_at_cursor(std::string & line, std::vector & widths, size_t & char_pos, size_t & byte_pos) { + if (char_pos >= widths.size()) { return; } - size_t pos = line.length() - 1; + size_t next_pos = next_utf8_char_pos(line, byte_pos); + int w = widths[char_pos]; + size_t char_len = next_pos - byte_pos; - // Find the start of the last UTF-8 character (checking up to 4 bytes back) - for (size_t i = 0; i < 3 && pos > 0; ++i, --pos) { - if ((line[pos] & 0xC0) != 0x80) { - break; // Found the start of the character - } + line.erase(byte_pos, char_len); + widths.erase(widths.begin() + char_pos); + + size_t p = byte_pos; + int tail_width = 0; + for (size_t i = char_pos; i < widths.size(); ++i) { + size_t following = next_utf8_char_pos(line, p); + put_codepoint(line.c_str() + p, following - p, widths[i]); + tail_width += widths[i]; + p = following; } - line.erase(pos); + + for (int i = 0; i < w; ++i) { + fputc(' ', out); + } + + move_cursor(-(tail_width + w)); } + static void clear_current_line(const std::vector & widths) { + int total_width = 0; + for (int w : widths) { + total_width += (w > 0 ? w : 1); + } + + if (total_width > 0) { + std::string spaces(total_width, ' '); + fwrite(spaces.c_str(), 1, total_width, out); + move_cursor(-total_width); + } + } + + static void set_line_contents(std::string new_line, std::string & line, std::vector & widths, size_t & char_pos, + size_t & byte_pos) { + move_to_line_start(char_pos, byte_pos, widths); + clear_current_line(widths); + + line = std::move(new_line); + widths.clear(); + byte_pos = 0; + char_pos = 0; + + size_t idx = 0; + while (idx < line.size()) { + size_t advance = 0; + char32_t cp = decode_utf8(line, idx, advance); + int expected_width = estimateWidth(cp); + int real_width = put_codepoint(line.c_str() + idx, advance, expected_width); + if (real_width < 0) real_width = 0; + widths.push_back(real_width); + idx += advance; + ++char_pos; + byte_pos = idx; + } + } + + static void move_to_line_start(size_t & char_pos, size_t & byte_pos, const std::vector & widths) { + int back_width = 0; + for (size_t i = 0; i < char_pos; ++i) { + back_width += widths[i]; + } + move_cursor(-back_width); + char_pos = 0; + byte_pos = 0; + } + + static void move_to_line_end(size_t & char_pos, size_t & byte_pos, const std::vector & widths, const std::string & line) { + int forward_width = 0; + for (size_t i = char_pos; i < widths.size(); ++i) { + forward_width += widths[i]; + } + move_cursor(forward_width); + char_pos = widths.size(); + byte_pos = line.length(); + } + + static bool has_ctrl_modifier(const std::string & params) { + size_t start = 0; + while (start < params.size()) { + size_t end = params.find(';', start); + size_t len = (end == std::string::npos) ? params.size() - start : end - start; + if (len > 0) { + int value = 0; + for (size_t i = 0; i < len; ++i) { + char ch = params[start + i]; + if (!std::isdigit(static_cast(ch))) { + value = -1; + break; + } + value = value * 10 + (ch - '0'); + } + if (value == 5) { + return true; + } + } + + if (end == std::string::npos) { + break; + } + start = end + 1; + } + return false; + } + + static bool is_space_codepoint(char32_t cp) { + return std::iswspace(static_cast(cp)) != 0; + } + + static void move_word_left(size_t & char_pos, size_t & byte_pos, const std::vector & widths, const std::string & line) { + if (char_pos == 0) { + return; + } + + size_t new_char_pos = char_pos; + size_t new_byte_pos = byte_pos; + int move_width = 0; + + while (new_char_pos > 0) { + size_t prev_byte = prev_utf8_char_pos(line, new_byte_pos); + size_t advance = 0; + char32_t cp = decode_utf8(line, prev_byte, advance); + if (!is_space_codepoint(cp)) { + break; + } + move_width += widths[new_char_pos - 1]; + new_char_pos--; + new_byte_pos = prev_byte; + } + + while (new_char_pos > 0) { + size_t prev_byte = prev_utf8_char_pos(line, new_byte_pos); + size_t advance = 0; + char32_t cp = decode_utf8(line, prev_byte, advance); + if (is_space_codepoint(cp)) { + break; + } + move_width += widths[new_char_pos - 1]; + new_char_pos--; + new_byte_pos = prev_byte; + } + + move_cursor(-move_width); + char_pos = new_char_pos; + byte_pos = new_byte_pos; + } + + static void move_word_right(size_t & char_pos, size_t & byte_pos, const std::vector & widths, const std::string & line) { + if (char_pos >= widths.size()) { + return; + } + + size_t new_char_pos = char_pos; + size_t new_byte_pos = byte_pos; + int move_width = 0; + + while (new_char_pos < widths.size()) { + size_t advance = 0; + char32_t cp = decode_utf8(line, new_byte_pos, advance); + if (!is_space_codepoint(cp)) { + break; + } + move_width += widths[new_char_pos]; + new_char_pos++; + new_byte_pos += advance; + } + + while (new_char_pos < widths.size()) { + size_t advance = 0; + char32_t cp = decode_utf8(line, new_byte_pos, advance); + if (is_space_codepoint(cp)) { + break; + } + move_width += widths[new_char_pos]; + new_char_pos++; + new_byte_pos += advance; + } + + while (new_char_pos < widths.size()) { + size_t advance = 0; + char32_t cp = decode_utf8(line, new_byte_pos, advance); + if (!is_space_codepoint(cp)) { + break; + } + move_width += widths[new_char_pos]; + new_char_pos++; + new_byte_pos += advance; + } + + move_cursor(move_width); + char_pos = new_char_pos; + byte_pos = new_byte_pos; + } + + static void move_cursor(int delta) { + if (delta == 0) return; +#if defined(_WIN32) + if (hConsole != NULL) { + CONSOLE_SCREEN_BUFFER_INFO bufferInfo; + GetConsoleScreenBufferInfo(hConsole, &bufferInfo); + COORD newCursorPosition = bufferInfo.dwCursorPosition; + int width = bufferInfo.dwSize.X; + int newX = newCursorPosition.X + delta; + int newY = newCursorPosition.Y; + + while (newX >= width) { + newX -= width; + newY++; + } + while (newX < 0) { + newX += width; + newY--; + } + + newCursorPosition.X = newX; + newCursorPosition.Y = newY; + SetConsoleCursorPosition(hConsole, newCursorPosition); + } +#else + if (delta < 0) { + for (int i = 0; i < -delta; i++) fprintf(out, "\b"); + } else { + for (int i = 0; i < delta; i++) fprintf(out, "\033[C"); + } +#endif + } + + struct history_t { + std::vector entries; + size_t viewing_idx = SIZE_MAX; + std::string backup_line; // current line before viewing history + void add(const std::string & line) { + if (line.empty()) { + return; + } + // avoid duplicates with the last entry + if (entries.empty() || entries.back() != line) { + entries.push_back(line); + } + // also clear viewing state + end_viewing(); + } + bool prev(std::string & cur_line) { + if (entries.empty()) { + return false; + } + if (viewing_idx == SIZE_MAX) { + return false; + } + if (viewing_idx > 0) { + viewing_idx--; + } + cur_line = entries[viewing_idx]; + return true; + } + bool next(std::string & cur_line) { + if (entries.empty() || viewing_idx == SIZE_MAX) { + return false; + } + viewing_idx++; + if (viewing_idx >= entries.size()) { + cur_line = backup_line; + end_viewing(); + } else { + cur_line = entries[viewing_idx]; + } + return true; + } + void begin_viewing(const std::string & line) { + backup_line = line; + viewing_idx = entries.size(); + } + void end_viewing() { + viewing_idx = SIZE_MAX; + backup_line.clear(); + } + bool is_viewing() const { + return viewing_idx != SIZE_MAX; + } + } history; + static bool readline_advanced(std::string & line, bool multiline_input) { if (out != stdout) { fflush(stdout); @@ -362,8 +738,33 @@ namespace console { bool is_special_char = false; bool end_of_stream = false; + size_t byte_pos = 0; // current byte index + size_t char_pos = 0; // current character index (one char can be multiple bytes) + char32_t input_char; while (true) { + assert(char_pos <= byte_pos); + assert(char_pos <= widths.size()); + auto history_prev = [&]() { + if (!history.is_viewing()) { + history.begin_viewing(line); + } + std::string new_line; + if (!history.prev(new_line)) { + return; + } + set_line_contents(new_line, line, widths, char_pos, byte_pos); + }; + auto history_next = [&]() { + if (history.is_viewing()) { + std::string new_line; + if (!history.next(new_line)) { + return; + } + set_line_contents(new_line, line, widths, char_pos, byte_pos); + } + }; + fflush(out); // Ensure all output is displayed before waiting for input input_char = getchar32(); @@ -371,7 +772,7 @@ namespace console { break; } - if (input_char == (char32_t) WEOF || input_char == 0x04 /* Ctrl+D*/) { + if (input_char == (char32_t) WEOF || input_char == 0x04 /* Ctrl+D */) { end_of_stream = true; break; } @@ -384,7 +785,71 @@ namespace console { if (input_char == '\033') { // Escape sequence char32_t code = getchar32(); - if (code == '[' || code == 0x1B) { + if (code == '[') { + std::string params; + while (true) { + code = getchar32(); + if ((code >= 'A' && code <= 'Z') || (code >= 'a' && code <= 'z') || code == '~' || code == (char32_t) WEOF) { + break; + } + params.push_back(static_cast(code)); + } + + const bool ctrl_modifier = has_ctrl_modifier(params); + + if (code == 'D') { // left + if (ctrl_modifier) { + move_word_left(char_pos, byte_pos, widths, line); + } else if (char_pos > 0) { + int w = widths[char_pos - 1]; + move_cursor(-w); + char_pos--; + byte_pos = prev_utf8_char_pos(line, byte_pos); + } + } else if (code == 'C') { // right + if (ctrl_modifier) { + move_word_right(char_pos, byte_pos, widths, line); + } else if (char_pos < widths.size()) { + int w = widths[char_pos]; + move_cursor(w); + char_pos++; + byte_pos = next_utf8_char_pos(line, byte_pos); + } + } else if (code == 'H') { // home + move_to_line_start(char_pos, byte_pos, widths); + } else if (code == 'F') { // end + move_to_line_end(char_pos, byte_pos, widths, line); + } else if (code == 'A' || code == 'B') { + // up/down + if (code == 'A') { + history_prev(); + is_special_char = false; + } else if (code == 'B') { + history_next(); + is_special_char = false; + } + } else if ((code == '~' || (code >= 'A' && code <= 'Z') || (code >= 'a' && code <= 'z')) && !params.empty()) { + std::string digits; + for (char ch : params) { + if (ch == ';') { + break; + } + if (std::isdigit(static_cast(ch))) { + digits.push_back(ch); + } + } + + if (code == '~') { + if (digits == "1" || digits == "7") { // home + move_to_line_start(char_pos, byte_pos, widths); + } else if (digits == "4" || digits == "8") { // end + move_to_line_end(char_pos, byte_pos, widths, line); + } else if (digits == "3") { // delete + delete_at_cursor(line, widths, char_pos, byte_pos); + } + } + } + } else if (code == 0x1B) { // Discard the rest of the escape sequence while ((code = getchar32()) != (char32_t) WEOF) { if ((code >= 'A' && code <= 'Z') || (code >= 'a' && code <= 'z') || code == '~') { @@ -392,28 +857,107 @@ namespace console { } } } +#if defined(_WIN32) + } else if (input_char == KEY_ARROW_LEFT) { + if (char_pos > 0) { + int w = widths[char_pos - 1]; + move_cursor(-w); + char_pos--; + byte_pos = prev_utf8_char_pos(line, byte_pos); + } + } else if (input_char == KEY_ARROW_RIGHT) { + if (char_pos < widths.size()) { + int w = widths[char_pos]; + move_cursor(w); + char_pos++; + byte_pos = next_utf8_char_pos(line, byte_pos); + } + } else if (input_char == KEY_CTRL_ARROW_LEFT) { + move_word_left(char_pos, byte_pos, widths, line); + } else if (input_char == KEY_CTRL_ARROW_RIGHT) { + move_word_right(char_pos, byte_pos, widths, line); + } else if (input_char == KEY_HOME) { + move_to_line_start(char_pos, byte_pos, widths); + } else if (input_char == KEY_END) { + move_to_line_end(char_pos, byte_pos, widths, line); + } else if (input_char == KEY_DELETE) { + delete_at_cursor(line, widths, char_pos, byte_pos); + } else if (input_char == KEY_ARROW_UP || input_char == KEY_ARROW_DOWN) { + if (input_char == KEY_ARROW_UP) { + history_prev(); + is_special_char = false; + } else if (input_char == KEY_ARROW_DOWN) { + history_next(); + is_special_char = false; + } +#endif } else if (input_char == 0x08 || input_char == 0x7F) { // Backspace - if (!widths.empty()) { - int count; - do { - count = widths.back(); - widths.pop_back(); - // Move cursor back, print space, and move cursor back again - for (int i = 0; i < count; i++) { - replace_last(' '); - pop_cursor(); - } - pop_back_utf8_char(line); - } while (count == 0 && !widths.empty()); + if (char_pos > 0) { + int w = widths[char_pos - 1]; + move_cursor(-w); + char_pos--; + size_t prev_pos = prev_utf8_char_pos(line, byte_pos); + size_t char_len = byte_pos - prev_pos; + byte_pos = prev_pos; + + // remove the character + line.erase(byte_pos, char_len); + widths.erase(widths.begin() + char_pos); + + // redraw tail + size_t p = byte_pos; + int tail_width = 0; + for (size_t i = char_pos; i < widths.size(); ++i) { + size_t next_p = next_utf8_char_pos(line, p); + put_codepoint(line.c_str() + p, next_p - p, widths[i]); + tail_width += widths[i]; + p = next_p; + } + + // clear display + for (int i = 0; i < w; ++i) { + fputc(' ', out); + } + move_cursor(-(tail_width + w)); } } else { - int offset = line.length(); - append_utf8(input_char, line); - int width = put_codepoint(line.c_str() + offset, line.length() - offset, estimateWidth(input_char)); - if (width < 0) { - width = 0; + // insert character + std::string new_char_str; + append_utf8(input_char, new_char_str); + int w = estimateWidth(input_char); + + if (char_pos == widths.size()) { + // insert at the end + line += new_char_str; + int real_w = put_codepoint(new_char_str.c_str(), new_char_str.length(), w); + if (real_w < 0) real_w = 0; + widths.push_back(real_w); + byte_pos += new_char_str.length(); + char_pos++; + } else { + // insert in middle + line.insert(byte_pos, new_char_str); + + int real_w = put_codepoint(new_char_str.c_str(), new_char_str.length(), w); + if (real_w < 0) real_w = 0; + + widths.insert(widths.begin() + char_pos, real_w); + + // print the tail + size_t p = byte_pos + new_char_str.length(); + int tail_width = 0; + for (size_t i = char_pos + 1; i < widths.size(); ++i) { + size_t next_p = next_utf8_char_pos(line, p); + put_codepoint(line.c_str() + p, next_p - p, widths[i]); + tail_width += widths[i]; + p = next_p; + } + + move_cursor(-tail_width); + + byte_pos += new_char_str.length(); + char_pos++; } - widths.push_back(width); } if (!line.empty() && (line.back() == '\\' || line.back() == '/')) { @@ -451,6 +995,15 @@ namespace console { } } + if (!end_of_stream && !line.empty()) { + // remove the trailing newline for history storage + if (!line.empty() && line.back() == '\n') { + line.pop_back(); + } + // TODO: maybe support multiline history entries? + history.add(line); + } + fflush(out); return has_more; } From 42b12b560886dc2093b17af11c97ef6d276a3b97 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Tue, 9 Dec 2025 12:15:06 +0100 Subject: [PATCH 07/21] model : nit, DeepSeek V1 MoE is 16B and GigaChat is 20B (#12652) * nit, DeepSeek V1 MoE is 16B * base type on n_ff_exp instead --- src/llama-model.cpp | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/llama-model.cpp b/src/llama-model.cpp index e09d59e2c..04fccc979 100644 --- a/src/llama-model.cpp +++ b/src/llama-model.cpp @@ -1606,8 +1606,9 @@ void llama_model::load_hparams(llama_model_loader & ml) { ml.get_key(LLM_KV_EXPERT_SHARED_COUNT, hparams.n_expert_shared); ml.get_key(LLM_KV_EXPERT_WEIGHTS_SCALE, hparams.expert_weights_scale); - switch (hparams.n_layer) { - case 28: type = LLM_TYPE_20B; break; + switch (hparams.n_ff_exp) { + case 1408: type = LLM_TYPE_16B; break; + case 1792: type = LLM_TYPE_20B; break; default: type = LLM_TYPE_UNKNOWN; } } break; From 63908b631a2cef6491c2b6ce1c504f046660183f Mon Sep 17 00:00:00 2001 From: Rhys-T <108157737+Rhys-T@users.noreply.github.com> Date: Tue, 9 Dec 2025 06:17:41 -0500 Subject: [PATCH 08/21] cmake: fix Mach-O current version number (#17877) PR #17091 set the VERSION of various libraries to 0.0.abcd, where abcd is the LLAMA_BUILD_NUMBER. That build number is too large to fit in the Mach-O 'current version' field's 'micro' part, which only goes up to 255. This just sets the Mach-O current version to 0 to get it building properly again. Fixes #17258. --- src/CMakeLists.txt | 1 + tools/mtmd/CMakeLists.txt | 1 + 2 files changed, 2 insertions(+) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 84a0c2934..4192af7c0 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -139,6 +139,7 @@ add_library(llama set_target_properties(llama PROPERTIES VERSION ${LLAMA_INSTALL_VERSION} SOVERSION 0 + MACHO_CURRENT_VERSION 0 # keep macOS linker from seeing oversized version number ) target_include_directories(llama PRIVATE .) diff --git a/tools/mtmd/CMakeLists.txt b/tools/mtmd/CMakeLists.txt index f640ae2a6..13ab7c78f 100644 --- a/tools/mtmd/CMakeLists.txt +++ b/tools/mtmd/CMakeLists.txt @@ -16,6 +16,7 @@ add_library(mtmd set_target_properties(mtmd PROPERTIES VERSION ${LLAMA_INSTALL_VERSION} SOVERSION 0 + MACHO_CURRENT_VERSION 0 # keep macOS linker from seeing oversized version number ) target_link_libraries (mtmd PUBLIC ggml llama) From 86a3f0fad8b153ac9396e1ac18e790e4179c53f2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Tue, 9 Dec 2025 12:23:47 +0100 Subject: [PATCH 09/21] ggml : allow fill node alloc inplace (#17870) --- ggml/src/ggml-alloc.c | 1 + ggml/src/ggml-cuda/fill.cu | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/ggml/src/ggml-alloc.c b/ggml/src/ggml-alloc.c index 218222ece..a5995fdc2 100644 --- a/ggml/src/ggml-alloc.c +++ b/ggml/src/ggml-alloc.c @@ -25,6 +25,7 @@ static bool ggml_is_view(const struct ggml_tensor * t) { // ops that return true for this function must not use restrict pointers for their backend implementations bool ggml_op_can_inplace(enum ggml_op op) { switch (op) { + case GGML_OP_FILL: case GGML_OP_SCALE: case GGML_OP_DIAG_MASK_ZERO: case GGML_OP_DIAG_MASK_INF: diff --git a/ggml/src/ggml-cuda/fill.cu b/ggml/src/ggml-cuda/fill.cu index eb8ccb780..739062c40 100644 --- a/ggml/src/ggml-cuda/fill.cu +++ b/ggml/src/ggml-cuda/fill.cu @@ -4,7 +4,7 @@ #define CUDA_FILL_BLOCK_SIZE 256 template -static __global__ void fill_kernel(T * __restrict__ dst, const int64_t k, const T value) { +static __global__ void fill_kernel(T * dst, const int64_t k, const T value) { const int64_t i = (int64_t)blockDim.x * blockIdx.x + threadIdx.x; if (i >= k) { return; From 6b82eb7883d1babf5f6bd4bca70997f229691fed Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Tue, 9 Dec 2025 15:25:49 +0200 Subject: [PATCH 10/21] metal : print node names for debugging (#17882) --- ggml/src/ggml-metal/ggml-metal-ops.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-metal/ggml-metal-ops.cpp b/ggml/src/ggml-metal/ggml-metal-ops.cpp index 9efd51abb..392addb8d 100644 --- a/ggml/src/ggml-metal/ggml-metal-ops.cpp +++ b/ggml/src/ggml-metal/ggml-metal-ops.cpp @@ -221,7 +221,7 @@ static int ggml_metal_op_encode_impl(ggml_metal_op_t ctx, int idx) { } if (ctx->debug_graph > 0) { - GGML_LOG_DEBUG("%s: node[%5d] - %-12s %s\n", __func__, idx, ggml_op_name(node->op), is_concurrent ? "(concurrent)" : ""); + GGML_LOG_DEBUG("%s: node[%5d] - %-12s %-12s %s\n", __func__, idx, ggml_op_name(node->op), ggml_get_name(node), is_concurrent ? "(concurrent)" : ""); } if (ctx->debug_graph > 1) { GGML_TENSOR_LOCALS( int64_t, ne0, node->src[0], ne); From 02e409a5becd2142c97a843bb63876fb8da7c6f0 Mon Sep 17 00:00:00 2001 From: Gabe Goodhart Date: Tue, 9 Dec 2025 09:29:07 -0700 Subject: [PATCH 11/21] ggml : Provide macos-specific backtrace printing to avoid terminal death (#17869) * fix: Provide macos-specific backtrace printing to avoid terminal death Branch: MacOSSafeBacktrace Signed-off-by: Gabe Goodhart * fix: Add GGML_BACKTRACE_LLDB env var to enable using lldb for backtrace Branch: MacOSSafeBacktrace Signed-off-by: Gabe Goodhart --------- Signed-off-by: Gabe Goodhart --- ggml/src/ggml.c | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 9f5cdc139..530ff7b95 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -124,6 +124,13 @@ static void ggml_print_backtrace_symbols(void) { int nptrs = backtrace(trace, sizeof(trace)/sizeof(trace[0])); backtrace_symbols_fd(trace, nptrs, STDERR_FILENO); } +#elif defined(__APPLE__) +#include +static void ggml_print_backtrace_symbols(void) { + void * trace[100]; + int nptrs = backtrace(trace, sizeof(trace)/sizeof(trace[0])); + backtrace_symbols_fd(trace, nptrs, STDERR_FILENO); +} #else static void ggml_print_backtrace_symbols(void) { // platform not supported @@ -135,6 +142,20 @@ void ggml_print_backtrace(void) { if (GGML_NO_BACKTRACE) { return; } +#if defined(__APPLE__) + // On macOS, fork+debugger attachment is problematic due to: + // 1. libdispatch "poisons" forked child processes + // 2. lldb has issues attaching to parent from forked child + // Use simple backtrace() instead to avoid Terminal.app crashes + const char * GGML_BACKTRACE_LLDB = getenv("GGML_BACKTRACE_LLDB"); + if (!GGML_BACKTRACE_LLDB) { + fprintf(stderr, "WARNING: Using native backtrace. Set GGML_BACKTRACE_LLDB for more info.\n"); + fprintf(stderr, "WARNING: GGML_BACKTRACE_LLDB may cause native MacOS Terminal.app to crash.\n"); + fprintf(stderr, "See: https://github.com/ggml-org/llama.cpp/pull/17869\n"); + ggml_print_backtrace_symbols(); + return; + } +#endif #if defined(__linux__) FILE * f = fopen("/proc/self/status", "r"); size_t size = 0; From 48f47565a7e6555c92cc506ecfec8d71bdb1838f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Johannes=20G=C3=A4=C3=9Fler?= Date: Tue, 9 Dec 2025 20:10:36 +0100 Subject: [PATCH 12/21] docs: clarify that CPU support should be first (#17886) --- CONTRIBUTING.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index e4f05258d..4545ff8f9 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -15,6 +15,7 @@ The project differentiates between 3 levels of contributors: - If you modified the `ggml` source, run the `test-backend-ops` tool to check whether different backend implementations of the `ggml` operators produce consistent results (this requires access to at least two different `ggml` backends) - If you modified a `ggml` operator or added a new one, add the corresponding test cases to `test-backend-ops` - Create separate PRs for each feature or fix. Avoid combining unrelated changes in a single PR +- When adding support for a new model or feature, focus on **CPU support only** in the initial PR unless you have a good reason not to. Add support for other backends like CUDA in follow-up PRs - Consider allowing write access to your branch for faster reviews, as reviewers can push commits directly - If your PR becomes stale, rebase it on top of latest `master` to get maintainers attention - Maintainers will rely on your insights and approval when making a final decision to approve and merge a PR From b63509262ac88db248fa70a1364c8a76e339e93f Mon Sep 17 00:00:00 2001 From: "Piotr Wilkin (ilintar)" Date: Tue, 9 Dec 2025 20:28:57 +0100 Subject: [PATCH 13/21] Add DIAG for CUDA (#17873) * Add DIAG for CUDA * Refactor parameters --- ggml/src/ggml-cuda/diag.cu | 77 +++++++++++++++++++++++++++++++++ ggml/src/ggml-cuda/diag.cuh | 5 +++ ggml/src/ggml-cuda/ggml-cuda.cu | 5 +++ tests/test-backend-ops.cpp | 29 +++++++++++++ 4 files changed, 116 insertions(+) create mode 100644 ggml/src/ggml-cuda/diag.cu create mode 100644 ggml/src/ggml-cuda/diag.cuh diff --git a/ggml/src/ggml-cuda/diag.cu b/ggml/src/ggml-cuda/diag.cu new file mode 100644 index 000000000..5cea21051 --- /dev/null +++ b/ggml/src/ggml-cuda/diag.cu @@ -0,0 +1,77 @@ +#include "convert.cuh" +#include "diag.cuh" +#include "ggml.h" + +template +static __global__ void diag_kernel(T * __restrict__ dst, + const T * __restrict__ src, + const int64_t ne0, + const int64_t ne1, + const int64_t ne2, + const int64_t ne3, + const int64_t total_elements) { + const int64_t global_idx = blockIdx.x * blockDim.x + threadIdx.x; + + if (global_idx >= total_elements) { + return; + } + + const int64_t i0 = global_idx % ne0; + const int64_t i1 = (global_idx / ne0) % ne1; + const int64_t i2 = (global_idx / (ne0 * ne1)) % ne2; + const int64_t i3 = global_idx / (ne0 * ne1 * ne2); + + const int64_t dst_idx = ((i3 * ne2 + i2) * ne1 + i1) * ne0 + i0; + + if (i0 == i1) { + const int64_t batch_idx = i3 * ne2 + i2; + const int64_t src_idx = batch_idx * ne0 + i0; + dst[dst_idx] = src[src_idx]; + } else { + dst[dst_idx] = ggml_cuda_cast(0); + } + GGML_UNUSED_VARS(ne3); +} + +void ggml_cuda_op_diag(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { + const ggml_tensor * src0 = dst->src[0]; + + void * dst_d = dst->data; + const void * src0_d = src0->data; + + cudaStream_t stream = ctx.stream(); + + GGML_ASSERT(ggml_is_contiguous(dst)); + GGML_ASSERT(ggml_is_contiguous(src0)); + + const int64_t ne00 = src0->ne[0]; + const int64_t ne01 = src0->ne[1]; + const int64_t ne02 = src0->ne[2]; + const int64_t ne03 = src0->ne[3]; + + const int64_t ne0 = dst->ne[0]; + const int64_t ne1 = dst->ne[1]; + const int64_t ne2 = dst->ne[2]; + const int64_t ne3 = dst->ne[3]; + + GGML_ASSERT(ne00 == ne0); + GGML_ASSERT(ne01 == 1); + GGML_ASSERT(ne02 == ne2); + GGML_ASSERT(ne03 == ne3); + + const int64_t n_elems = ggml_nelements(dst); + const int64_t num_blocks = (n_elems + CUDA_DIAG_BLOCK_SIZE - 1) / CUDA_DIAG_BLOCK_SIZE; + + switch (dst->type) { + case GGML_TYPE_F32: + diag_kernel<<>>((float *) dst_d, (const float *) src0_d, ne0, + ne1, ne2, ne3, n_elems); + break; + case GGML_TYPE_F16: + diag_kernel<<>>((half *) dst_d, (const half *) src0_d, ne0, + ne1, ne2, ne3, n_elems); + break; + default: + GGML_ABORT("unsupported type"); + } +} diff --git a/ggml/src/ggml-cuda/diag.cuh b/ggml/src/ggml-cuda/diag.cuh new file mode 100644 index 000000000..7d73e6a8e --- /dev/null +++ b/ggml/src/ggml-cuda/diag.cuh @@ -0,0 +1,5 @@ +#include "common.cuh" + +#define CUDA_DIAG_BLOCK_SIZE 256 + +void ggml_cuda_op_diag(ggml_backend_cuda_context & ctx, ggml_tensor * dst); diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index d0463388c..279679a4e 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -20,6 +20,7 @@ #include "ggml-cuda/cpy.cuh" #include "ggml-cuda/cross-entropy-loss.cuh" #include "ggml-cuda/diagmask.cuh" +#include "ggml-cuda/diag.cuh" #include "ggml-cuda/fattn.cuh" #include "ggml-cuda/getrows.cuh" #include "ggml-cuda/im2col.cuh" @@ -2641,6 +2642,9 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg case GGML_OP_PERMUTE: case GGML_OP_TRANSPOSE: break; + case GGML_OP_DIAG: + ggml_cuda_op_diag(ctx, dst); + break; case GGML_OP_DIAG_MASK_INF: ggml_cuda_op_diag_mask_inf(ctx, dst); break; @@ -4624,6 +4628,7 @@ static bool ggml_backend_cuda_device_supports_op(ggml_backend_dev_t dev, const g case GGML_OP_FILL: case GGML_OP_CUMSUM: case GGML_OP_TRI: + case GGML_OP_DIAG: return true; case GGML_OP_SOLVE_TRI: return op->src[0]->ne[0] <= 64 && op->src[1]->ne[0] <= 32; diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 2e94a53da..289e2e6d7 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -6253,6 +6253,31 @@ struct test_solve_tri : public test_case { } }; +// GGML_OP_DIAG +struct test_diag : public test_case { + const ggml_type type; + const std::array ne; + + std::string vars() override { return VARS_TO_STR2(type, ne); } + + test_diag(ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 1, 4, 3 }) + : type(type), ne(ne) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + GGML_ASSERT(ne[1] == 1); + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * out = ggml_diag(ctx, a); + ggml_set_name(out, "out"); + + return out; + } +}; + + enum llm_norm_type { LLM_NORM, LLM_NORM_RMS, @@ -7826,6 +7851,10 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_fill(-152.0f, GGML_TYPE_F32, { 800, 600, 4, 4 })); test_cases.emplace_back(new test_fill(3.5f, GGML_TYPE_F32, { 2048, 512, 2, 2 })); + test_cases.emplace_back(new test_diag()); + test_cases.emplace_back(new test_diag(GGML_TYPE_F32, { 79, 1, 19, 13 })); + test_cases.emplace_back(new test_diag(GGML_TYPE_F32, { 256, 1, 8, 16 })); + test_cases.emplace_back(new test_solve_tri()); test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 11, 11, 1, 1 }, { 5, 11, 1, 1 })); test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 17, 17, 2, 4 }, { 9, 17, 2, 4 })); From 086a63e3a5d2dbbb7183a74db453459e544eb55a Mon Sep 17 00:00:00 2001 From: Gabe Goodhart Date: Tue, 9 Dec 2025 12:30:02 -0700 Subject: [PATCH 14/21] metal: SSM kernel improvements (#17876) * 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 * 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 * test: Add test-backend-ops perf tests for SSM_CONV Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart * test: Real representitive tests for SSM_CONV Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart * refactor: Use function constant for ssm_conv batch size Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart * test: backend op tests for ssm_scan from granite4 1b-h Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart * style: remove commented out templates Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart * feat: float4 version of ssm_conv_batched Branch: SSMKernelImprovements Signed-off-by: Gabe Goodhart * fix: Add missing ggml_metal_cv_free Signed-off-by: Gabe Goodhart Co-authored-by: Georgi Gerganov --------- Signed-off-by: Gabe Goodhart Co-authored-by: Georgi Gerganov --- ggml/src/ggml-metal/ggml-metal-device.cpp | 39 ++++++- ggml/src/ggml-metal/ggml-metal-device.h | 1 + ggml/src/ggml-metal/ggml-metal-impl.h | 1 + ggml/src/ggml-metal/ggml-metal-ops.cpp | 42 +++++-- ggml/src/ggml-metal/ggml-metal.metal | 136 ++++++++++++++++++++-- tests/test-backend-ops.cpp | 7 ++ 6 files changed, 209 insertions(+), 17 deletions(-) diff --git a/ggml/src/ggml-metal/ggml-metal-device.cpp b/ggml/src/ggml-metal/ggml-metal-device.cpp index ba3c34275..680904d13 100644 --- a/ggml/src/ggml-metal/ggml-metal-device.cpp +++ b/ggml/src/ggml-metal/ggml-metal-device.cpp @@ -411,6 +411,38 @@ ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_conv(ggml_me return res; } +ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_conv_batched(ggml_metal_library_t lib, const ggml_tensor * op, int ssm_conv_bs) { + GGML_ASSERT(op->src[0]->type == GGML_TYPE_F32); + GGML_ASSERT(op->src[1]->type == GGML_TYPE_F32); + + GGML_ASSERT(ggml_is_contiguous(op->src[0])); + GGML_ASSERT(ggml_is_contiguous(op->src[1])); + + char base[256]; + char name[256]; + + const char * suffix = ""; + if (op->src[1]->ne[0] % 4 == 0) { + suffix = "_4"; + } + + snprintf(base, 256, "kernel_ssm_conv_%s_%s_batched%s", ggml_type_name(op->src[0]->type), ggml_type_name(op->src[1]->type), suffix); + snprintf(name, 256, "%s_ssm_conv_bs=%d", base, ssm_conv_bs); + + ggml_metal_pipeline_with_params res = ggml_metal_library_get_pipeline(lib, name); + if (!res.pipeline) { + ggml_metal_cv_t cv = ggml_metal_cv_init(); + + ggml_metal_cv_set_int16(cv, ssm_conv_bs, FC_SSM_CONV + 0); + + res = ggml_metal_library_compile_pipeline(lib, base, name, cv); + + ggml_metal_cv_free(cv); + } + + return res; +} + ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_scan(ggml_metal_library_t lib, const ggml_tensor * op) { GGML_TENSOR_LOCALS( int32_t, ne0, op->src[0], ne); @@ -427,7 +459,12 @@ ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_scan(ggml_me res = ggml_metal_library_compile_pipeline(lib, base, name, nullptr); } - res.smem = 32*sizeof(float)*nsg; + // Shared memory layout: + // - sgptg * NW floats for partial sums (nsg * 32) + // - sgptg floats for shared_x_dt (nsg) + // - sgptg floats for shared_dA (nsg) + // Total: nsg * (32 + 2) floats + res.smem = (32 + 2)*sizeof(float)*nsg; return res; } diff --git a/ggml/src/ggml-metal/ggml-metal-device.h b/ggml/src/ggml-metal/ggml-metal-device.h index 77f2e98cf..0a8b9211a 100644 --- a/ggml/src/ggml-metal/ggml-metal-device.h +++ b/ggml/src/ggml-metal/ggml-metal-device.h @@ -117,6 +117,7 @@ struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_cumsum_ad struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_tri (ggml_metal_library_t lib, const struct ggml_tensor * op); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_soft_max (ggml_metal_library_t lib, const struct ggml_tensor * op); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_conv (ggml_metal_library_t lib, const struct ggml_tensor * op); +struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_conv_batched (ggml_metal_library_t lib, const struct ggml_tensor * op, int ssm_conv_bs); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_ssm_scan (ggml_metal_library_t lib, const struct ggml_tensor * op); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_rwkv (ggml_metal_library_t lib, const struct ggml_tensor * op); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_mul_mv_ext (ggml_metal_library_t lib, enum ggml_type tsrc0, enum ggml_type tsrc1, int nsg, int nxpsg, int r1ptg); diff --git a/ggml/src/ggml-metal/ggml-metal-impl.h b/ggml/src/ggml-metal/ggml-metal-impl.h index 30109f83e..8944b07e9 100644 --- a/ggml/src/ggml-metal/ggml-metal-impl.h +++ b/ggml/src/ggml-metal/ggml-metal-impl.h @@ -77,6 +77,7 @@ #define FC_MUL_MV 600 #define FC_MUL_MM 700 #define FC_ROPE 800 +#define FC_SSM_CONV 900 // op-specific constants #define OP_FLASH_ATTN_EXT_NQPTG 8 diff --git a/ggml/src/ggml-metal/ggml-metal-ops.cpp b/ggml/src/ggml-metal/ggml-metal-ops.cpp index 392addb8d..e99c1763f 100644 --- a/ggml/src/ggml-metal/ggml-metal-ops.cpp +++ b/ggml/src/ggml-metal/ggml-metal-ops.cpp @@ -1365,15 +1365,43 @@ int ggml_metal_op_ssm_conv(ggml_metal_op_t ctx, int idx) { /*.nb2 =*/ nb2, }; - auto pipeline = ggml_metal_library_get_pipeline_ssm_conv(lib, op); + // Use batched kernel for prefill (ne1 > 1) to reduce threadgroup dispatch overhead + const bool use_batched = (ne1 > 1); - ggml_metal_encoder_set_pipeline(enc, pipeline); - ggml_metal_encoder_set_bytes(enc, &args, sizeof(args), 0); - ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op->src[0]), 1); - ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op->src[1]), 2); - ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op), 3); + if (use_batched) { + // Determine the smallest power of 2 that's >= ne1, but <= 256 + int BATCH_SIZE; + if (ne1 > 128) BATCH_SIZE = 256; + else if (ne1 > 64 ) BATCH_SIZE = 128; + else if (ne1 > 32 ) BATCH_SIZE = 64; + else if (ne1 > 16 ) BATCH_SIZE = 32; + else if (ne1 > 8 ) BATCH_SIZE = 16; + else if (ne1 > 4 ) BATCH_SIZE = 8; + else BATCH_SIZE = 2; - ggml_metal_encoder_dispatch_threadgroups(enc, ne01, ne1, ne02, 1, 1, 1); + auto pipeline = ggml_metal_library_get_pipeline_ssm_conv_batched(lib, op, BATCH_SIZE); + + ggml_metal_encoder_set_pipeline(enc, pipeline); + ggml_metal_encoder_set_bytes(enc, &args, sizeof(args), 0); + ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op->src[0]), 1); + ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op->src[1]), 2); + ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op), 3); + + // Dispatch: ne01 rows, ceil(ne1/BATCH_SIZE) token batches, ne02 sequences + // Each threadgroup has BATCH_SIZE threads, each handling one token + const int n_token_batches = (ne1 + BATCH_SIZE - 1) / BATCH_SIZE; + ggml_metal_encoder_dispatch_threadgroups(enc, ne01, n_token_batches, ne02, BATCH_SIZE, 1, 1); + } else { + auto pipeline = ggml_metal_library_get_pipeline_ssm_conv(lib, op); + + ggml_metal_encoder_set_pipeline(enc, pipeline); + ggml_metal_encoder_set_bytes(enc, &args, sizeof(args), 0); + ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op->src[0]), 1); + ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op->src[1]), 2); + ggml_metal_encoder_set_buffer(enc, ggml_metal_get_buffer_id(op), 3); + + ggml_metal_encoder_dispatch_threadgroups(enc, ne01, ne1, ne02, 1, 1, 1); + } return 1; } diff --git a/ggml/src/ggml-metal/ggml-metal.metal b/ggml/src/ggml-metal/ggml-metal.metal index 4b78d5a2b..51bcbae30 100644 --- a/ggml/src/ggml-metal/ggml-metal.metal +++ b/ggml/src/ggml-metal/ggml-metal.metal @@ -2343,7 +2343,102 @@ kernel void kernel_ssm_conv_f32_f32_4( x[0] = sumf; } +constant short FC_ssm_conv_bs [[function_constant(FC_SSM_CONV + 0)]]; + +// Batched version: each threadgroup processes multiple tokens for better efficiency +// Thread layout: each thread handles one token, threadgroup covers BATCH_SIZE tokens +kernel void kernel_ssm_conv_f32_f32_batched( + constant ggml_metal_kargs_ssm_conv & args, + device const void * src0, + device const void * src1, + device float * dst, + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + // tgpig.x = row index (ir) + // tgpig.y = batch of tokens (i2_base / BATCH_SIZE) + // tgpig.z = sequence index (i3) + // tpitg.x = thread within batch (0..BATCH_SIZE-1) + const short BATCH_SIZE = FC_ssm_conv_bs; + + const int64_t ir = tgpig.x; + const int64_t i2_base = tgpig.y * BATCH_SIZE; + const int64_t i3 = tgpig.z; + const int64_t i2_off = tpitg.x; + const int64_t i2 = i2_base + i2_off; + + const int64_t nc = args.ne10; // conv kernel size (typically 4) + const int64_t n_t = args.ne1; // number of tokens + + // Bounds check for partial batches at the end + if (i2 >= n_t) { + return; + } + + // Load conv weights (shared across all tokens for this row) + device const float * c = (device const float *) ((device const char *) src1 + ir*args.nb11); + + // Load source for this specific token + device const float * s = (device const float *) ((device const char *) src0 + ir*args.nb01 + i2*args.nb00 + i3*args.nb02); + + // Output location for this token + device float * x = (device float *) ((device char *) dst + ir*args.nb0 + i2*args.nb1 + i3*args.nb2); + + float sumf = 0.0f; + for (int64_t i0 = 0; i0 < nc; ++i0) { + sumf += s[i0] * c[i0]; + } + + x[0] = sumf; +} + +kernel void kernel_ssm_conv_f32_f32_batched_4( + constant ggml_metal_kargs_ssm_conv & args, + device const void * src0, + device const void * src1, + device float * dst, + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + // tgpig.x = row index (ir) + // tgpig.y = batch of tokens (i2_base / BATCH_SIZE) + // tgpig.z = sequence index (i3) + // tpitg.x = thread within batch (0..BATCH_SIZE-1) + const short BATCH_SIZE = FC_ssm_conv_bs; + + const int64_t ir = tgpig.x; + const int64_t i2_base = tgpig.y * BATCH_SIZE; + const int64_t i3 = tgpig.z; + const int64_t i2_off = tpitg.x; + const int64_t i2 = i2_base + i2_off; + + const int64_t nc = args.ne10; // conv kernel size (typically 4) + const int64_t n_t = args.ne1; // number of tokens + + // Bounds check for partial batches at the end + if (i2 >= n_t) { + return; + } + + // Load conv weights (shared across all tokens for this row) + device const float4 * c = (device const float4 *) ((device const char *) src1 + ir*args.nb11); + + // Load source for this specific token + device const float4 * s = (device const float4 *) ((device const char *) src0 + ir*args.nb01 + i2*args.nb00 + i3*args.nb02); + + // Output location for this token + device float * x = (device float *) ((device char *) dst + ir*args.nb0 + i2*args.nb1 + i3*args.nb2); + + float sumf = 0.0f; + for (int64_t i0 = 0; i0 < nc/4; ++i0) { + sumf += dot(s[i0], c[i0]); + } + + x[0] = sumf; +} + // ref: ggml.c:ggml_compute_forward_ssm_scan_f32, Mamba-2 part +// Optimized version: reduces redundant memory loads by having one thread load shared values kernel void kernel_ssm_scan_f32( constant ggml_metal_kargs_ssm_scan & args, device const void * src0, @@ -2363,7 +2458,15 @@ kernel void kernel_ssm_scan_f32( uint3 tgpg[[threadgroups_per_grid]]) { constexpr short NW = N_SIMDWIDTH; - shared[tpitg.x] = 0.0f; + // Shared memory layout: + // [0..sgptg*NW-1]: partial sums for reduction (existing) + // [sgptg*NW..sgptg*NW+sgptg-1]: pre-computed x_dt values for each token in batch + // [sgptg*NW+sgptg..sgptg*NW+2*sgptg-1]: pre-computed dA values for each token in batch + threadgroup float * shared_sums = shared; + threadgroup float * shared_x_dt = shared + sgptg * NW; + threadgroup float * shared_dA = shared + sgptg * NW + sgptg; + + shared_sums[tpitg.x] = 0.0f; const int32_t i0 = tpitg.x; const int32_t i1 = tgpig.x; @@ -2403,32 +2506,47 @@ kernel void kernel_ssm_scan_f32( for (int i2 = 0; i2 < n_t; i2 += sgptg) { threadgroup_barrier(mem_flags::mem_threadgroup); - for (int t = 0; t < sgptg && i2 + t < n_t; t++) { - const float dt0 = dt[0]; + // Pre-compute x_dt and dA for this batch of tokens + // Only first sgptg threads do the loads and expensive math + if (i0 < sgptg && i2 + i0 < n_t) { + // ns12 and ns21 are element strides (nb12/nb10, nb21/nb20) + device const float * x_t = x + i0 * args.ns12; + device const float * dt_t = dt + i0 * args.ns21; + + const float dt0 = dt_t[0]; const float dtsp = dt0 <= 20.0f ? log(1.0f + exp(dt0)) : dt0; - const float x_dt = x[0] * dtsp; - const float dA = exp(dtsp * A0); + shared_x_dt[i0] = x_t[0] * dtsp; + shared_dA[i0] = dtsp; // Store dtsp, compute exp(dtsp * A0) per-thread since A0 varies + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + for (int t = 0; t < sgptg && i2 + t < n_t; t++) { + const float x_dt = shared_x_dt[t]; + const float dA = exp(shared_dA[t] * A0); s = (s0 * dA) + (B[i0] * x_dt); const float sumf = simd_sum(s * C[i0]); if (tiisg == 0) { - shared[t*NW + sgitg] = sumf; + shared_sums[t*NW + sgitg] = sumf; } // recurse s0 = s; - x += args.ns12; - dt += args.ns21; B += args.ns42; C += args.ns52; } + // Advance pointers for next batch + x += sgptg * args.ns12; + dt += sgptg * args.ns21; + threadgroup_barrier(mem_flags::mem_threadgroup); - const float sumf = simd_sum(shared[sgitg*NW + tiisg]); + const float sumf = simd_sum(shared_sums[sgitg*NW + tiisg]); if (tiisg == 0 && i2 + sgitg < n_t) { y[sgitg*nh*nr] = sumf; diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 289e2e6d7..a6f266601 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -8193,6 +8193,13 @@ static std::vector> make_test_cases_perf() { } } + // Examples from granite-4.0-h-1b/ggml-model-Q8_0.gguf + test_cases.emplace_back(new test_ssm_conv(GGML_TYPE_F32, {515, 3328, 1, 1}, {4, 3328, 1, 1})); // prefill + test_cases.emplace_back(new test_ssm_conv(GGML_TYPE_F32, {4, 3328, 1, 1}, {4, 3328, 1, 1})); // generate + test_cases.emplace_back(new test_ssm_scan(GGML_TYPE_F32, 128, 64, 48, 1, 512, 1)); // prefill + test_cases.emplace_back(new test_ssm_scan(GGML_TYPE_F32, 128, 64, 48, 1, 1, 1)); // generate + + return test_cases; } From 63391852b05ceaba6547dbd1c60ac716474e2798 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Tue, 9 Dec 2025 23:31:29 +0100 Subject: [PATCH 15/21] docs : update cpu and cuda ops (#17890) * update cuda ops * update CPU as well --- docs/ops.md | 11 +- docs/ops/CPU.csv | 496 +++++++++++++++++++++++++++++++++++++++++-- docs/ops/CUDA.csv | 524 ++++++++++++++++++++++++++++++++++++++++++---- 3 files changed, 970 insertions(+), 61 deletions(-) diff --git a/docs/ops.md b/docs/ops.md index ef1febcca..6ede4a4f6 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -36,14 +36,15 @@ Legend: | CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | ❌ | | CROSS_ENTROPY_LOSS | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | -| CUMSUM | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | +| CUMSUM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | +| DIAG | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | ❌ | 🟡 | ✅ | ✅ | ❌ | ❌ | ❌ | | DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | | DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | ✅ | ❌ | ❌ | ❌ | | ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | | EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ✅ | ❌ | ❌ | | EXPM1 | ❌ | ❌ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | -| FILL | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | +| FILL | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | | FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | | FLOOR | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | @@ -102,7 +103,7 @@ Legend: | SOFTPLUS | ❌ | ❌ | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | | SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ✅ | ❌ | ❌ | ❌ | -| SOLVE_TRI | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | +| SOLVE_TRI | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | | SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | @@ -115,8 +116,8 @@ Legend: | SWIGLU_OAI | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | 🟡 | ✅ | ❌ | ❌ | | TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ❌ | | TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | -| TOP_K | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | -| TRI | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | +| TOP_K | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | +| TRI | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | | TRUNC | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | XIELU | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | diff --git a/docs/ops/CPU.csv b/docs/ops/CPU.csv index 7c223e279..fef3bbce7 100644 --- a/docs/ops/CPU.csv +++ b/docs/ops/CPU.csv @@ -4964,6 +4964,7 @@ "CPU","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[3,1,1,1],s0=1,p0=0,d0=1","support","1","yes","CPU" "CPU","CONV_TRANSPOSE_2D","ne_input=[3,2,3,1],ne_kernel=[2,2,1,3],stride=1","support","1","yes","CPU" "CPU","CONV_TRANSPOSE_2D","ne_input=[10,10,9,1],ne_kernel=[3,3,1,9],stride=2","support","1","yes","CPU" +"CPU","CONV_TRANSPOSE_2D","ne_input=[129,63,35,1],ne_kernel=[3,3,48,35],stride=1","support","1","yes","CPU" "CPU","COUNT_EQUAL","type=f32,ne=[4,500,1,1]","support","1","yes","CPU" "CPU","COUNT_EQUAL","type=f32,ne=[4,5000,1,1]","support","1","yes","CPU" "CPU","ARGMAX","type=f32,ne=[32,1,1,1]","support","1","yes","CPU" @@ -5419,17 +5420,45 @@ "CPU","CPY","type_src=f16,type_dst=f16,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CPU" "CPU","CPY","type_src=f32,type_dst=f32,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CPU" "CPU","CPY","type_src=bf16,type_dst=bf16,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CPU" +"CPU","CPY","type_src=i32,type_dst=i32,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CPU" +"CPU","CPY","type_src=i32,type_dst=i32,ne=[256,1,4,1],permute_src=[1,2,0,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","CPU" "CPU","CPY","type_src=f32,type_dst=f32,ne=[256,1,4,1],permute_src=[1,2,0,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","CPU" -"CPU","CONT","type=f32,ne=[10,10,10,1]","support","1","yes","CPU" -"CPU","CONT","type=f32,ne=[2,1,1,1]","support","1","yes","CPU" -"CPU","CONT","type=f32,ne=[2,1,3,5]","support","1","yes","CPU" -"CPU","CONT","type=f32,ne=[2,3,5,7]","support","1","yes","CPU" -"CPU","CONT","type=f16,ne=[2,1,1,1]","support","1","yes","CPU" -"CPU","CONT","type=f16,ne=[2,1,3,5]","support","1","yes","CPU" -"CPU","CONT","type=f16,ne=[2,3,5,7]","support","1","yes","CPU" -"CPU","CONT","type=bf16,ne=[2,1,1,1]","support","1","yes","CPU" -"CPU","CONT","type=bf16,ne=[2,1,3,5]","support","1","yes","CPU" -"CPU","CONT","type=bf16,ne=[2,3,5,7]","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[2,1,1,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[2,1,3,5],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[2,3,5,7],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[1,4,4,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[1,8,17,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[10,10,10,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[2,1,3,5],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[2,3,5,7],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[1,4,4,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[1,8,17,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f32,ne=[10,10,10,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[2,1,1,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[2,1,3,5],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[2,3,5,7],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[1,4,4,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[1,8,17,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[10,10,10,1],use_view_slice=1","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[2,1,3,5],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[2,3,5,7],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[1,4,4,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[1,8,17,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=i32,ne=[10,10,10,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f16,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f16,ne=[2,1,3,5],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f16,ne=[2,3,5,7],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f16,ne=[1,4,4,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f16,ne=[1,8,17,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=f16,ne=[10,10,10,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=bf16,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=bf16,ne=[2,1,3,5],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=bf16,ne=[2,3,5,7],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=bf16,ne=[1,4,4,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=bf16,ne=[1,8,17,1],use_view_slice=0","support","1","yes","CPU" +"CPU","CONT","type=bf16,ne=[10,10,10,1],use_view_slice=0","support","1","yes","CPU" "CPU","ADD","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CPU" "CPU","SUB","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CPU" "CPU","MUL","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CPU" @@ -5655,6 +5684,7 @@ "CPU","MUL","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CPU" "CPU","DIV","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CPU" "CPU","ADD1","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" +"CPU","ADD1","type=f32,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000,inplace=0","support","1","yes","CPU" "CPU","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","1","yes","CPU" "CPU","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=1","support","1","yes","CPU" @@ -8644,9 +8674,13 @@ "CPU","CLAMP","type=f16,ne=[7,1,5,3],min=-0.500000,max=0.500000","support","1","yes","CPU" "CPU","LEAKY_RELU","type=f16,ne_a=[7,1,5,3],negative_slope=0.100000","support","1","yes","CPU" "CPU","FLOOR","type=f16,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","FLOOR","type=f16,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","CEIL","type=f16,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","CEIL","type=f16,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","ROUND","type=f16,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","ROUND","type=f16,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","TRUNC","type=f16,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","TRUNC","type=f16,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","SQR","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" "CPU","SQRT","type=f32,ne=[10,3,3,2]","support","1","yes","CPU" "CPU","LOG","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" @@ -8666,9 +8700,13 @@ "CPU","CLAMP","type=f32,ne=[7,1,5,3],min=-0.500000,max=0.500000","support","1","yes","CPU" "CPU","LEAKY_RELU","type=f32,ne_a=[7,1,5,3],negative_slope=0.100000","support","1","yes","CPU" "CPU","FLOOR","type=f32,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","FLOOR","type=f32,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","CEIL","type=f32,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","CEIL","type=f32,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","ROUND","type=f32,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","ROUND","type=f32,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","TRUNC","type=f32,ne=[7,1,5,3]","support","1","yes","CPU" +"CPU","TRUNC","type=f32,ne=[1024,1024,1,1]","support","1","yes","CPU" "CPU","DIAG_MASK_INF","type=f32,ne=[10,10,1,1],n_past=5","support","1","yes","CPU" "CPU","DIAG_MASK_INF","type=f32,ne=[10,10,3,1],n_past=5","support","1","yes","CPU" "CPU","DIAG_MASK_INF","type=f32,ne=[10,10,3,2],n_past=5","support","1","yes","CPU" @@ -9411,18 +9449,405 @@ "CPU","CONCAT","type=i32,ne_a=[11,12,13,14],ne_b_d=7,dim=2,v=3","support","1","yes","CPU" "CPU","CONCAT","type=f32,ne_a=[11,12,13,14],ne_b_d=7,dim=3,v=3","support","1","yes","CPU" "CPU","CONCAT","type=i32,ne_a=[11,12,13,14],ne_b_d=7,dim=3,v=3","support","1","yes","CPU" +"CPU","ARGSORT","type=f32,ne=[3,1,1,1],order=0","support","1","yes","CPU" +"CPU","ARGSORT","type=f32,ne=[4,1,1,1],order=0","support","1","yes","CPU" +"CPU","ARGSORT","type=f32,ne=[7,1,1,1],order=0","support","1","yes","CPU" "CPU","ARGSORT","type=f32,ne=[8,1,1,1],order=0","support","1","yes","CPU" +"CPU","ARGSORT","type=f32,ne=[15,1,1,1],order=0","support","1","yes","CPU" 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+"CPU","TOP_K","type=f32,ne=[1025,2,1,3],k=3,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[16384,1,1,1],k=3,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2047,2,1,3],k=3,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2048,2,1,3],k=3,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2049,2,1,3],k=3,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[16,10,10,10],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[60,10,10,10],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[1023,2,1,3],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[1024,2,1,3],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[1025,2,1,3],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[16384,1,1,1],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2047,2,1,3],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2048,2,1,3],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2049,2,1,3],k=7,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[16,10,10,10],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[60,10,10,10],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[1023,2,1,3],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[1024,2,1,3],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[1025,2,1,3],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[16384,1,1,1],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2047,2,1,3],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2048,2,1,3],k=15,ties=0","support","1","yes","CPU" +"CPU","TOP_K","type=f32,ne=[2049,2,1,3],k=15,ties=0","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[512,512,3,2],scale_factor=2,mode=nearest,transpose=0","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[512,512,3,2],scale_factor=2,mode=nearest,transpose=1","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[2,5,7,11],ne_tgt=[5,7,11,13],mode=nearest,flags=none","support","1","yes","CPU" @@ -9435,6 +9860,10 @@ "CPU","UPSCALE","type=f32,ne=[512,512,3,2],scale_factor=2,mode=bicubic,transpose=1","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[2,5,7,11],ne_tgt=[5,7,11,13],mode=bicubic,flags=none","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[5,7,11,13],ne_tgt=[2,5,7,11],mode=bicubic,flags=none","support","1","yes","CPU" +"CPU","UPSCALE","type=f32,ne=[512,512,3,2],scale_factor=2,mode=513,transpose=0","support","1","yes","CPU" +"CPU","UPSCALE","type=f32,ne=[512,512,3,2],scale_factor=2,mode=513,transpose=1","support","1","yes","CPU" +"CPU","UPSCALE","type=f32,ne=[2,5,7,11],ne_tgt=[5,7,11,13],mode=bilinear,flags=none","support","1","yes","CPU" +"CPU","UPSCALE","type=f32,ne=[5,7,11,13],ne_tgt=[2,5,7,11],mode=bilinear,flags=none","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[2,5,7,11],ne_tgt=[5,7,11,13],mode=bilinear,flags=align_corners","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[1,4,3,2],ne_tgt=[2,8,3,2],mode=bilinear,flags=align_corners","support","1","yes","CPU" "CPU","UPSCALE","type=f32,ne=[4,1,3,2],ne_tgt=[1,1,3,2],mode=bilinear,flags=align_corners","support","1","yes","CPU" @@ -9463,15 +9892,30 @@ "CPU","GROUP_NORM","type=f32,ne=[64,64,320,1],num_groups=32,eps=0.000001","support","1","yes","CPU" "CPU","GROUP_NORM","type=f32,ne=[9,9,1280,1],num_groups=32,eps=0.000001","support","1","yes","CPU" "CPU","ACC","type=f32,ne_a=[256,17,1,1],ne_b=[256,16,1,1]","support","1","yes","CPU" -"CPU","PAD","type=f32,ne_a=[512,512,1,1],pad_0=1,pad_1=1","support","1","yes","CPU" -"CPU","PAD","type=f32,ne_a=[512,512,3,1],lp0=1,rp0=1,lp1=1,rp1=1,lp2=1,rp2=1,lp3=1,rp3=1,v=0","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[512,512,1,1],pad_0=1,pad_1=1,circular=0","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[33,17,2,1],pad_0=4,pad_1=3,circular=1","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[512,512,3,1],lp0=1,rp0=1,lp1=1,rp1=1,lp2=1,rp2=1,lp3=1,rp3=1,v=0,circular=0","support","1","yes","CPU" "CPU","PAD_REFLECT_1D","type=f32,ne_a=[512,34,2,1],pad_0=10,pad_1=9","support","1","yes","CPU" "CPU","PAD_REFLECT_1D","type=f32,ne_a=[3000,384,4,1],pad_0=10,pad_1=9","support","1","yes","CPU" "CPU","ROLL","shift0=3,shift1=-2,shift3=1,shift4=-1","support","1","yes","CPU" "CPU","ARANGE","type=f32,start=0.000000,stop=10.000000,step=1.000000","support","1","yes","CPU" +"CPU","ARANGE","type=f32,start=0.000000,stop=1048576.000000,step=1.000000","support","1","yes","CPU" "CPU","TIMESTEP_EMBEDDING","type=f32,ne_a=[2,1,1,1],dim=320,max_period=10000","support","1","yes","CPU" "CPU","LEAKY_RELU","type=f32,ne_a=[10,5,4,3],negative_slope=0.100000","support","1","yes","CPU" "CPU","CUMSUM","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[127,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[128,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[128,128,4,4]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[255,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[256,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[511,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[512,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[1023,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[1024,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[2047,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[2048,5,4,3]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[242004,1,1,1]","support","1","yes","CPU" +"CPU","CUMSUM","type=f32,ne=[375960,1,1,1]","support","1","yes","CPU" "CPU","XIELU","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" "CPU","TRI","type=f32,ne=[10,10,4,3],tri_type=3","support","1","yes","CPU" "CPU","TRI","type=f32,ne=[10,10,4,3],tri_type=2","support","1","yes","CPU" @@ -9480,6 +9924,10 @@ "CPU","FILL","type=f32,ne=[10,10,4,3],c=0.000000","support","1","yes","CPU" "CPU","FILL","type=f32,ne=[303,207,11,3],c=2.000000","support","1","yes","CPU" "CPU","FILL","type=f32,ne=[800,600,4,4],c=-152.000000","support","1","yes","CPU" +"CPU","FILL","type=f32,ne=[2048,512,2,2],c=3.500000","support","1","yes","CPU" +"CPU","DIAG","type=f32,ne=[10,1,4,3]","support","1","yes","CPU" +"CPU","DIAG","type=f32,ne=[79,1,19,13]","support","1","yes","CPU" +"CPU","DIAG","type=f32,ne=[256,1,8,16]","support","1","yes","CPU" "CPU","SOLVE_TRI","type=f32,ne_lhs=[10,10,4,3],ne_rhs=[3,10,4,3]","support","1","yes","CPU" "CPU","SOLVE_TRI","type=f32,ne_lhs=[11,11,1,1],ne_rhs=[5,11,1,1]","support","1","yes","CPU" "CPU","SOLVE_TRI","type=f32,ne_lhs=[17,17,2,4],ne_rhs=[9,17,2,4]","support","1","yes","CPU" @@ -9487,10 +9935,16 @@ "CPU","SOLVE_TRI","type=f32,ne_lhs=[42,42,5,2],ne_rhs=[10,42,5,2]","support","1","yes","CPU" "CPU","SOLVE_TRI","type=f32,ne_lhs=[64,64,2,2],ne_rhs=[10,64,2,2]","support","1","yes","CPU" "CPU","SOLVE_TRI","type=f32,ne_lhs=[100,100,4,4],ne_rhs=[41,100,4,4]","support","1","yes","CPU" -"CPU","PAD","type=f32,ne_a=[512,512,1,1],lp0=0,rp0=1,lp1=0,rp1=1,lp2=0,rp2=0,lp3=0,rp3=0,v=0","support","1","yes","CPU" -"CPU","PAD","type=f32,ne_a=[11,22,33,44],lp0=1,rp0=2,lp1=3,rp1=4,lp2=5,rp2=6,lp3=7,rp3=8,v=0","support","1","yes","CPU" -"CPU","PAD","type=f32,ne_a=[512,512,1,1],lp0=0,rp0=1,lp1=0,rp1=1,lp2=0,rp2=0,lp3=0,rp3=0,v=1","support","1","yes","CPU" -"CPU","PAD","type=f32,ne_a=[11,22,33,44],lp0=1,rp0=2,lp1=3,rp1=4,lp2=5,rp2=6,lp3=7,rp3=8,v=1","support","1","yes","CPU" +"CPU","SOLVE_TRI","type=f32,ne_lhs=[128,128,4,4],ne_rhs=[31,128,4,4]","support","1","yes","CPU" +"CPU","SOLVE_TRI","type=f32,ne_lhs=[64,64,4,4],ne_rhs=[300,64,4,4]","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[512,512,1,1],lp0=0,rp0=1,lp1=0,rp1=1,lp2=0,rp2=0,lp3=0,rp3=0,v=0,circular=0","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[11,22,33,44],lp0=1,rp0=2,lp1=3,rp1=4,lp2=5,rp2=6,lp3=7,rp3=8,v=0,circular=0","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[512,512,1,1],lp0=0,rp0=1,lp1=0,rp1=1,lp2=0,rp2=0,lp3=0,rp3=0,v=0,circular=1","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[11,22,33,44],lp0=1,rp0=2,lp1=3,rp1=4,lp2=5,rp2=6,lp3=7,rp3=8,v=0,circular=1","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[512,512,1,1],lp0=0,rp0=1,lp1=0,rp1=1,lp2=0,rp2=0,lp3=0,rp3=0,v=1,circular=0","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[11,22,33,44],lp0=1,rp0=2,lp1=3,rp1=4,lp2=5,rp2=6,lp3=7,rp3=8,v=1,circular=0","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[512,512,1,1],lp0=0,rp0=1,lp1=0,rp1=1,lp2=0,rp2=0,lp3=0,rp3=0,v=1,circular=1","support","1","yes","CPU" +"CPU","PAD","type=f32,ne_a=[11,22,33,44],lp0=1,rp0=2,lp1=3,rp1=4,lp2=5,rp2=6,lp3=7,rp3=8,v=1,circular=1","support","1","yes","CPU" "CPU","FLASH_ATTN_EXT","hsk=40,hsv=40,nh=4,nr23=[1,1],kv=113,nb=1,mask=1,sinks=1,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f32,permute=[0,1,2,3]","support","1","yes","CPU" "CPU","FLASH_ATTN_EXT","hsk=40,hsv=40,nh=4,nr23=[1,1],kv=113,nb=1,mask=1,sinks=1,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","1","yes","CPU" "CPU","FLASH_ATTN_EXT","hsk=40,hsv=40,nh=4,nr23=[1,1],kv=113,nb=1,mask=1,sinks=1,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","1","yes","CPU" diff --git a/docs/ops/CUDA.csv b/docs/ops/CUDA.csv index 56ba32273..22c84dd14 100644 --- a/docs/ops/CUDA.csv +++ b/docs/ops/CUDA.csv @@ -4964,6 +4964,7 @@ "CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[3,1,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" "CUDA0","CONV_TRANSPOSE_2D","ne_input=[3,2,3,1],ne_kernel=[2,2,1,3],stride=1","support","1","yes","CUDA" "CUDA0","CONV_TRANSPOSE_2D","ne_input=[10,10,9,1],ne_kernel=[3,3,1,9],stride=2","support","1","yes","CUDA" +"CUDA0","CONV_TRANSPOSE_2D","ne_input=[129,63,35,1],ne_kernel=[3,3,48,35],stride=1","support","1","yes","CUDA" "CUDA0","COUNT_EQUAL","type=f32,ne=[4,500,1,1]","support","1","yes","CUDA" "CUDA0","COUNT_EQUAL","type=f32,ne=[4,5000,1,1]","support","1","yes","CUDA" "CUDA0","ARGMAX","type=f32,ne=[32,1,1,1]","support","1","yes","CUDA" @@ -5419,17 +5420,45 @@ "CUDA0","CPY","type_src=f16,type_dst=f16,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CUDA" "CUDA0","CPY","type_src=f32,type_dst=f32,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CUDA" "CUDA0","CPY","type_src=bf16,type_dst=bf16,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CUDA" +"CUDA0","CPY","type_src=i32,type_dst=i32,ne=[256,4,1,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","CUDA" +"CUDA0","CPY","type_src=i32,type_dst=i32,ne=[256,1,4,1],permute_src=[1,2,0,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","CUDA" "CUDA0","CPY","type_src=f32,type_dst=f32,ne=[256,1,4,1],permute_src=[1,2,0,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","CUDA" -"CUDA0","CONT","type=f32,ne=[10,10,10,1]","support","1","yes","CUDA" -"CUDA0","CONT","type=f32,ne=[2,1,1,1]","support","1","yes","CUDA" -"CUDA0","CONT","type=f32,ne=[2,1,3,5]","support","1","yes","CUDA" -"CUDA0","CONT","type=f32,ne=[2,3,5,7]","support","1","yes","CUDA" -"CUDA0","CONT","type=f16,ne=[2,1,1,1]","support","1","yes","CUDA" -"CUDA0","CONT","type=f16,ne=[2,1,3,5]","support","1","yes","CUDA" -"CUDA0","CONT","type=f16,ne=[2,3,5,7]","support","1","yes","CUDA" -"CUDA0","CONT","type=bf16,ne=[2,1,1,1]","support","1","yes","CUDA" -"CUDA0","CONT","type=bf16,ne=[2,1,3,5]","support","1","yes","CUDA" -"CUDA0","CONT","type=bf16,ne=[2,3,5,7]","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[2,1,1,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[2,1,3,5],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[2,3,5,7],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[1,4,4,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[1,8,17,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[10,10,10,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[2,1,3,5],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[2,3,5,7],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[1,4,4,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[1,8,17,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=f32,ne=[10,10,10,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[2,1,1,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[2,1,3,5],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[2,3,5,7],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[1,4,4,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[1,8,17,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[10,10,10,1],use_view_slice=1","support","1","yes","CUDA" +"CUDA0","CONT","type=i32,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CUDA" 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+"CUDA0","CONT","type=bf16,ne=[2,1,1,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=bf16,ne=[2,1,3,5],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=bf16,ne=[2,3,5,7],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=bf16,ne=[1,4,4,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=bf16,ne=[1,8,17,1],use_view_slice=0","support","1","yes","CUDA" +"CUDA0","CONT","type=bf16,ne=[10,10,10,1],use_view_slice=0","support","1","yes","CUDA" "CUDA0","ADD","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CUDA" "CUDA0","SUB","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CUDA" "CUDA0","MUL","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CUDA" @@ -5655,6 +5684,7 @@ "CUDA0","MUL","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CUDA" "CUDA0","DIV","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CUDA" "CUDA0","ADD1","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" +"CUDA0","ADD1","type=f32,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000,inplace=0","support","1","yes","CUDA" "CUDA0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","1","yes","CUDA" "CUDA0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=1","support","1","yes","CUDA" @@ -8644,9 +8674,13 @@ "CUDA0","CLAMP","type=f16,ne=[7,1,5,3],min=-0.500000,max=0.500000","support","1","yes","CUDA" "CUDA0","LEAKY_RELU","type=f16,ne_a=[7,1,5,3],negative_slope=0.100000","support","1","yes","CUDA" "CUDA0","FLOOR","type=f16,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","FLOOR","type=f16,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","CEIL","type=f16,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","CEIL","type=f16,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","ROUND","type=f16,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","ROUND","type=f16,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","TRUNC","type=f16,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","TRUNC","type=f16,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","SQR","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" "CUDA0","SQRT","type=f32,ne=[10,3,3,2]","support","1","yes","CUDA" "CUDA0","LOG","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" @@ -8666,9 +8700,13 @@ "CUDA0","CLAMP","type=f32,ne=[7,1,5,3],min=-0.500000,max=0.500000","support","1","yes","CUDA" "CUDA0","LEAKY_RELU","type=f32,ne_a=[7,1,5,3],negative_slope=0.100000","support","1","yes","CUDA" "CUDA0","FLOOR","type=f32,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","FLOOR","type=f32,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","CEIL","type=f32,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","CEIL","type=f32,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","ROUND","type=f32,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","ROUND","type=f32,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","TRUNC","type=f32,ne=[7,1,5,3]","support","1","yes","CUDA" +"CUDA0","TRUNC","type=f32,ne=[1024,1024,1,1]","support","1","yes","CUDA" "CUDA0","DIAG_MASK_INF","type=f32,ne=[10,10,1,1],n_past=5","support","1","yes","CUDA" "CUDA0","DIAG_MASK_INF","type=f32,ne=[10,10,3,1],n_past=5","support","1","yes","CUDA" "CUDA0","DIAG_MASK_INF","type=f32,ne=[10,10,3,2],n_past=5","support","1","yes","CUDA" @@ -9411,18 +9449,405 @@ "CUDA0","CONCAT","type=i32,ne_a=[11,12,13,14],ne_b_d=7,dim=2,v=3","support","0","no","CUDA" "CUDA0","CONCAT","type=f32,ne_a=[11,12,13,14],ne_b_d=7,dim=3,v=3","support","1","yes","CUDA" "CUDA0","CONCAT","type=i32,ne_a=[11,12,13,14],ne_b_d=7,dim=3,v=3","support","0","no","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[3,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[4,1,1,1],order=0","support","1","yes","CUDA" 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+"CUDA0","ARGSORT","type=f32,ne=[511,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[512,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[1023,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[1024,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[2047,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[2048,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[4095,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[4096,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[8191,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[8192,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[16383,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[16384,1,1,1],order=0","support","1","yes","CUDA" 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"CUDA0","ARGSORT","type=f32,ne=[16,10,10,10],order=0","support","1","yes","CUDA" "CUDA0","ARGSORT","type=f32,ne=[60,10,10,10],order=0","support","1","yes","CUDA" -"CUDA0","ARGSORT","type=f32,ne=[1024,1,1,1],order=0","support","1","yes","CUDA" -"CUDA0","ARGSORT","type=f32,ne=[16384,1,1,1],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[1023,2,1,3],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[1024,2,1,3],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[1025,2,1,3],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[2047,2,1,3],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[2048,2,1,3],order=0","support","1","yes","CUDA" +"CUDA0","ARGSORT","type=f32,ne=[2049,2,1,3],order=0","support","1","yes","CUDA" "CUDA0","ARGSORT","type=f32,ne=[2,8,8192,1],order=0","support","1","yes","CUDA" -"CUDA0","ARGSORT","type=f32,ne=[8,1,1,1],order=1","support","1","yes","CUDA" 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...ralai-Ministral-3-14B-Reasoning-2512.jinja | 126 ++++++++++++++ tests/test-chat.cpp | 154 ++++++++++++++++++ tools/server/server-common.cpp | 3 + 4 files changed, 415 insertions(+) create mode 100644 models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja diff --git a/common/chat.cpp b/common/chat.cpp index 41a5bb42d..c371edaa5 100644 --- a/common/chat.cpp +++ b/common/chat.cpp @@ -1,5 +1,6 @@ #include "chat.h" #include "chat-parser.h" +#include "chat-peg-parser.h" #include "common.h" #include "json-partial.h" #include "json-schema-to-grammar.h" @@ -150,6 +151,7 @@ struct templates_params { common_chat_tool_choice tool_choice; json json_schema; bool parallel_tool_calls; + common_reasoning_format reasoning_format; bool stream; std::string grammar; bool add_generation_prompt = true; @@ -589,6 +591,16 @@ common_chat_templates_ptr common_chat_templates_init( "{%- if false %}"); } + // TODO @aldehir : this is a temporary fix, pending Minja changes + // Ref: https://github.com/ggml-org/llama.cpp/pull/17713#issuecomment-3631342664 + if (default_template_src.find("[TOOL_CALLS]") != std::string::npos + // search for the error message and patch it + && default_template_src.find("if (message['content'] is none or") != std::string::npos) { + string_replace_all(default_template_src, + "{%- if (message['content'] is none or message['content'] == '' or message['content']|length == 0) and (message['tool_calls'] is not defined or message['tool_calls'] is none or message['tool_calls']|length == 0) %}", + "{%- if false %}"); + } + std::string token_bos = bos_token_override; std::string token_eos = eos_token_override; bool add_bos = false; @@ -987,6 +999,118 @@ static common_chat_params common_chat_params_init_lfm2(const common_chat_templat return data; } +static common_chat_params common_chat_params_init_ministral_3(const common_chat_template & tmpl, const struct templates_params & inputs) { + common_chat_params data; + + // Build up messages to follow the format: https://huggingface.co/mistralai/Ministral-3-14B-Reasoning-2512/blob/main/chat_template.jinja + auto adjusted_messages = json::array(); + for (const auto & msg : inputs.messages) { + auto role = msg.value("role", ""); + if (role != "system" && role != "assistant") { + // Only adjust system and assistant messages. Interestingly, the system message may contain thinking. + adjusted_messages.push_back(msg); + continue; + } + + auto content = json::array(); + + // If message contains `reasoning_content`, add it as a block of type `thinking` + if (msg.contains("reasoning_content") && msg.at("reasoning_content").is_string()) { + content.push_back({ + {"type", "thinking"}, + {"thinking", msg.at("reasoning_content").get()}, + }); + } + + // If message contains `content`, add it as a block of type `text` + if (msg.contains("content")) { + if (msg.at("content").is_string()) { + content.push_back({ + {"type", "text"}, + {"text", msg.at("content").get()}, + }); + } else if (msg.at("content").is_array()) { + auto blocks = msg.at("content"); + content.insert(content.end(), blocks.begin(), blocks.end()); + } + } + + auto adjusted = msg; + adjusted["content"] = content; + adjusted.erase("reasoning_content"); + adjusted_messages.push_back(adjusted); + } + + auto has_tools = inputs.tools.is_array() && !inputs.tools.empty(); + auto extract_reasoning = inputs.reasoning_format != COMMON_REASONING_FORMAT_NONE; + auto include_grammar = true; + + data.prompt = apply(tmpl, inputs, /* messages_override = */ adjusted_messages); + data.format = COMMON_CHAT_FORMAT_PEG_NATIVE; + data.preserved_tokens = { + "[THINK]", + "[/THINK]", + "[TOOL_CALLS]", + "[ARGS]", + }; + + auto parser = build_chat_peg_native_parser([&](common_chat_peg_native_builder & p) { + auto reasoning = extract_reasoning ? p.optional("[THINK]" + p.reasoning(p.until("[/THINK]")) + "[/THINK]") : p.eps(); + + // Response format parser + if (inputs.json_schema.is_object() && !inputs.json_schema.empty()) { + // Ministral wants to emit json surrounded by code fences + return reasoning << "```json" << p.content(p.schema(p.json(), "response-format", inputs.json_schema)) << "```"; + } + + // Tool call parser + if (has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE) { + auto tool_choice = p.choice(); + foreach_function(inputs.tools, [&](const json & tool) { + const auto & function = tool.at("function"); + std::string name = function.at("name"); + const auto & schema = function.at("parameters"); + + tool_choice |= p.rule("tool-" + name, + p.tool_open(p.tool_name(p.literal(name)) + "[ARGS]") + + p.tool_args(p.schema(p.json(), "tool-" + name + "-schema", schema)) + ); + }); + + auto min_calls = inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED ? 1 : 0; + auto max_calls = inputs.parallel_tool_calls ? -1 : 1; + auto tool_calls = p.trigger_rule("tool-call", p.repeat("[TOOL_CALLS]" + tool_choice, min_calls, max_calls)); + + return reasoning << p.content(p.until("[TOOL_CALLS]")) << tool_calls; + } + + // Content only parser + include_grammar = false; + return reasoning << p.content(p.rest()); + }); + + data.parser = parser.save(); + + if (include_grammar) { + data.grammar_lazy = has_tools && inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_AUTO; + + data.grammar = build_grammar([&](const common_grammar_builder & builder) { + foreach_function(inputs.tools, [&](const json & tool) { + const auto & function = tool.at("function"); + auto schema = function.at("parameters"); + builder.resolve_refs(schema); + }); + parser.build_grammar(builder, data.grammar_lazy); + }); + + data.grammar_triggers = { + {COMMON_GRAMMAR_TRIGGER_TYPE_WORD, "[TOOL_CALLS]"} + }; + } + + return data; +} + static common_chat_params common_chat_params_init_magistral(const common_chat_template & tmpl, const struct templates_params & inputs) { common_chat_params data; data.prompt = apply(tmpl, inputs); @@ -2341,6 +2465,7 @@ static common_chat_params common_chat_templates_apply_jinja( params.messages = common_chat_msgs_to_json_oaicompat(inputs.messages, /* concat_text= */ !tmpl.original_caps().requires_typed_content); params.add_generation_prompt = inputs.add_generation_prompt; params.tool_choice = inputs.tool_choice; + params.reasoning_format = inputs.reasoning_format; params.enable_thinking = inputs.enable_thinking; params.grammar = inputs.grammar; params.now = inputs.now; @@ -2504,6 +2629,13 @@ static common_chat_params common_chat_templates_apply_jinja( return common_chat_params_init_llama_3_x(tmpl, params, allow_python_tag_builtin_tools); } + // Ministral/Mistral Large 3 + if (src.find("[SYSTEM_PROMPT]") != std::string::npos && + src.find("[TOOL_CALLS]") != std::string::npos && + src.find("[ARGS]") != std::string::npos) { + return common_chat_params_init_ministral_3(tmpl, params); + } + if (src.find("[THINK]") != std::string::npos && src.find("[/THINK]") != std::string::npos) { return common_chat_params_init_magistral(tmpl, params); } diff --git a/models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja b/models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja new file mode 100644 index 000000000..beb4d612c --- /dev/null +++ b/models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja @@ -0,0 +1,126 @@ +{#- Default system message if no system prompt is passed. #} +{%- set default_system_message = '# HOW YOU SHOULD THINK AND ANSWER\n\nFirst draft your thinking process (inner monologue) until you arrive at a response. Format your response using Markdown, and use LaTeX for any mathematical equations. Write both your thoughts and the response in the same language as the input.\n\nYour thinking process must follow the template below:[THINK]Your thoughts or/and draft, like working through an exercise on scratch paper. Be as casual and as long as you want until you are confident to generate the response to the user.[/THINK]Here, provide a self-contained response.' %} + +{#- Begin of sequence token. #} +{{- bos_token }} + +{#- Handle system prompt if it exists. #} +{#- System prompt supports text content or text and thinking chunks. #} +{%- if messages[0]['role'] == 'system' %} + {{- '[SYSTEM_PROMPT]' -}} + {%- if messages[0]['content'] is string %} + {{- messages[0]['content'] -}} + {%- else %} + {%- for block in messages[0]['content'] %} + {%- if block['type'] == 'text' %} + {{- block['text'] }} + {%- elif block['type'] == 'thinking' %} + {{- '[THINK]' + block['thinking'] + '[/THINK]' }} + {%- else %} + {{- raise_exception('Only text and thinking chunks are supported in system message contents.') }} + {%- endif %} + {%- endfor %} + {%- endif %} + {{- '[/SYSTEM_PROMPT]' -}} + {%- set loop_messages = messages[1:] %} +{%- else %} + {%- set loop_messages = messages %} + {%- if default_system_message != '' %} + {{- '[SYSTEM_PROMPT]' + default_system_message + '[/SYSTEM_PROMPT]' }} + {%- endif %} +{%- endif %} + + +{#- Tools definition #} +{%- set tools_definition = '' %} +{%- set has_tools = false %} +{%- if tools is defined and tools is not none and tools|length > 0 %} + {%- set has_tools = true %} + {%- set tools_definition = '[AVAILABLE_TOOLS]' + (tools| tojson) + '[/AVAILABLE_TOOLS]' %} + {{- tools_definition }} +{%- endif %} + +{#- Checks for alternating user/assistant messages. #} +{%- set ns = namespace(index=0) %} +{%- for message in loop_messages %} + {%- if message.role == 'user' or (message.role == 'assistant' and (message.tool_calls is not defined or message.tool_calls is none or message.tool_calls | length == 0)) %} + {%- if (message['role'] == 'user') != (ns.index % 2 == 0) %} + {{- raise_exception('After the optional system message, conversation roles must alternate user and assistant roles except for tool calls and results.') }} + {%- endif %} + {%- set ns.index = ns.index + 1 %} + {%- endif %} +{%- endfor %} + +{#- Handle conversation messages. #} +{%- for message in loop_messages %} + + {#- User messages supports text content or text and image chunks. #} + {%- if message['role'] == 'user' %} + {%- if message['content'] is string %} + {{- '[INST]' + message['content'] + '[/INST]' }} + {%- elif message['content'] | length > 0 %} + {{- '[INST]' }} + {%- if message['content'] | length == 2 %} + {%- set blocks = message['content'] | sort(attribute='type') %} + {%- else %} + {%- set blocks = message['content'] %} + {%- endif %} + {%- for block in blocks %} + {%- if block['type'] == 'text' %} + {{- block['text'] }} + {%- elif block['type'] in ['image', 'image_url'] %} + {{- '[IMG]' }} + {%- else %} + {{- raise_exception('Only text, image and image_url chunks are supported in user message content.') }} + {%- endif %} + {%- endfor %} + {{- '[/INST]' }} + {%- else %} + {{- raise_exception('User message must have a string or a list of chunks in content') }} + {%- endif %} + + {#- Assistant messages supports text content or text, image and thinking chunks. #} + {%- elif message['role'] == 'assistant' %} + {%- if (message['content'] is none or message['content'] == '' or message['content']|length == 0) and (message['tool_calls'] is not defined or message['tool_calls'] is none or message['tool_calls']|length == 0) %} + {{- raise_exception('Assistant message must have a string or a list of chunks in content or a list of tool calls.') }} + {%- endif %} + + {%- if message['content'] is string and message['content'] != '' %} + {{- message['content'] }} + {%- elif message['content'] | length > 0 %} + {%- for block in message['content'] %} + {%- if block['type'] == 'text' %} + {{- block['text'] }} + {%- elif block['type'] == 'thinking' %} + {{- '[THINK]' + block['thinking'] + '[/THINK]' }} + {%- else %} + {{- raise_exception('Only text and thinking chunks are supported in assistant message contents.') }} + {%- endif %} + {%- endfor %} + {%- endif %} + + {%- if message['tool_calls'] is defined and message['tool_calls'] is not none and message['tool_calls']|length > 0 %} + {%- for tool in message['tool_calls'] %} + {{- '[TOOL_CALLS]' }} + {%- set name = tool['function']['name'] %} + {%- set arguments = tool['function']['arguments'] %} + {%- if arguments is not string %} + {%- set arguments = arguments|tojson|safe %} + {%- elif arguments == '' %} + {%- set arguments = '{}' %} + {%- endif %} + {{- name + '[ARGS]' + arguments }} + {%- endfor %} + {%- endif %} + + {{- eos_token }} + + {#- Tool messages only supports text content. #} + {%- elif message['role'] == 'tool' %} + {{- '[TOOL_RESULTS]' + message['content']|string + '[/TOOL_RESULTS]' }} + + {#- Raise exception for unsupported roles. #} + {%- else %} + {{- raise_exception('Only user, assistant and tool roles are supported, got ' + message['role'] + '.') }} + {%- endif %} +{%- endfor %} diff --git a/tests/test-chat.cpp b/tests/test-chat.cpp index f765bda62..007929f51 100644 --- a/tests/test-chat.cpp +++ b/tests/test-chat.cpp @@ -539,6 +539,71 @@ const common_chat_msg message_assist_call_python_lines = simple_assist const common_chat_msg message_assist_call_python_lines_unclosed = simple_assist_msg("", "", "python", "{\"code\":\"# This is a program:\\nprint('hey')"); const common_chat_msg message_assist_call_code_interpreter = simple_assist_msg("", "", "code_interpreter", "{\"code\":\"print('hey')\"}"); +// Use for PEG parser implementations +struct peg_test_case { + common_chat_templates_inputs params; + std::string input; + common_chat_msg expect; +}; + +struct make_peg_parser { + common_chat_params params_; + common_peg_arena arena_; + + make_peg_parser(common_chat_templates * tmpls, const common_chat_templates_inputs & inputs) { + params_ = common_chat_templates_apply(tmpls, inputs); + arena_.load(params_.parser); + } + + common_chat_msg parse(const std::string & msg, bool is_partial) { + return common_chat_peg_parse(arena_, msg, is_partial, /* syntax = */ {params_.format}); + } +}; + +static void test_peg_parser(common_chat_templates * tmpls, const std::function & init) { + peg_test_case tc; + init(tc); + if (tc.params.messages.empty()) { + tc.params.messages = {message_user}; + } + if (tc.expect.role.empty()) { + tc.expect.role = "assistant"; + } + + auto parser = make_peg_parser(tmpls, tc.params); + + common_chat_msg msg_accum; + common_chat_msg msg_prev; + msg_accum.role = msg_prev.role = "assistant"; + + for (size_t i = 1; i <= tc.input.size(); ++i) { + auto is_partial = i < tc.input.size(); + common_chat_msg msg_current = parser.parse(tc.input.substr(0, i), is_partial); + + for (const auto & diff : common_chat_msg_diff::compute_diffs(msg_prev, msg_current)) { + if (!diff.reasoning_content_delta.empty()) { + msg_accum.reasoning_content += diff.reasoning_content_delta; + } + if (!diff.content_delta.empty()) { + msg_accum.content += diff.content_delta; + } + if (diff.tool_call_index != std::string::npos) { + if (!diff.tool_call_delta.name.empty()) { + msg_accum.tool_calls.push_back({diff.tool_call_delta.name, "", ""}); + } + if (!diff.tool_call_delta.arguments.empty()) { + msg_accum.tool_calls.back().arguments += diff.tool_call_delta.arguments; + } + } + } + assert_msg_equals(msg_current, msg_accum, true); + msg_prev = msg_current; + } + + assert_msg_equals(tc.expect, parser.parse(tc.input, false), true); + assert_msg_equals(tc.expect, msg_accum, true); +} + static void test_msgs_oaicompat_json_conversion() { printf("[%s]\n", __func__); std::vector msgs{ @@ -3434,7 +3499,95 @@ Hey there!<|im_end|> auto grammar = build_grammar(params.grammar); GGML_ASSERT(grammar && "Failed to build Qwen3-Coder grammar with union types"); } +} +static void test_template_output_peg_parsers() { + printf("[%s]\n", __func__); + + // JSON schemas + const char * invoice_schema = R"({ + "type": "object", + "properties": { + "amount": {"type": "number"}, + "date": {"type": "string"} + } + })"; + + { + // Ministral-3-14B-Reasoning-2512 + auto tmpls = read_templates("models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja"); + + // Test basic message + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = "Hello, world!\nWhat's up?"; + t.expect = message_assist; + }); + + // Test basic message and reasoning with reasoning_format = none + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = "[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?"; + t.expect.content = "[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?"; + }); + + // Test basic message and reasoning with reasoning_format = auto + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = "[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?"; + t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; + + t.expect = message_assist_thoughts; + }); + + // Test tool call + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = R"([TOOL_CALLS]special_function[ARGS]{"arg1":1})"; + t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; + t.params.tools = {special_function_tool}; + + t.expect = message_assist_call; + }); + + // Test tool call with reasoning + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = "[THINK]I'm\nthinking[/THINK]" + R"([TOOL_CALLS]special_function[ARGS]{"arg1":1})"; + t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; + t.params.tools = {special_function_tool}; + + t.expect = message_assist_call_thoughts; + }); + + // Test parallel tool calls + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = R"([TOOL_CALLS]special_function[ARGS]{"arg1": 1})" + R"([TOOL_CALLS]special_function_with_opt[ARGS]{"arg1": 1, "arg2": 2})"; + t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; + t.params.parallel_tool_calls = true; + t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; + + t.expect.tool_calls = {{ + /* .name = */ "special_function", + /* .arguments = */ R"({"arg1": 1})", + /* .id = */ {}, + }, { + /* .name = */ "special_function_with_opt", + /* .arguments = */ R"({"arg1": 1, "arg2": 2})", + /* .id = */ {}, + }}; + }); + + // Test response format + test_peg_parser(tmpls.get(), [&](auto & t) { + t.input = "[THINK]I need to output the invoice details in JSON[/THINK]" + "```json\n" + R"({"amount": 123.45, "date": "2025-12-03"})" + "\n```"; + t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; + t.params.json_schema = invoice_schema; + + t.expect.reasoning_content = "I need to output the invoice details in JSON"; + t.expect.content =R"({"amount": 123.45, "date": "2025-12-03"})"; + }); + } } static void test_msg_diffs_compute() { @@ -3560,6 +3713,7 @@ int main(int argc, char ** argv) { test_msgs_oaicompat_json_conversion(); test_tools_oaicompat_json_conversion(); test_template_output_parsers(); + test_template_output_peg_parsers(); std::cout << "\n[chat] All tests passed!" << '\n'; } return 0; diff --git a/tools/server/server-common.cpp b/tools/server/server-common.cpp index b403864e0..ab6b3aa7c 100644 --- a/tools/server/server-common.cpp +++ b/tools/server/server-common.cpp @@ -972,6 +972,9 @@ json oaicompat_chat_params_parse( inputs.parallel_tool_calls = json_value(body, "parallel_tool_calls", false); inputs.add_generation_prompt = json_value(body, "add_generation_prompt", true); inputs.reasoning_format = opt.reasoning_format; + if (body.contains("reasoning_format")) { + inputs.reasoning_format = common_reasoning_format_from_name(body.at("reasoning_format").get()); + } inputs.enable_thinking = opt.enable_thinking; if (!inputs.tools.empty() && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE) { if (body.contains("grammar")) { From 2e9eab80c26d4b7e64f27c48b5af683c35c28742 Mon Sep 17 00:00:00 2001 From: Neo Zhang Jianyu Date: Wed, 10 Dec 2025 16:59:57 +0800 Subject: [PATCH 17/21] fix softmax for iGPU (#17838) --- ggml/src/ggml-sycl/softmax.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-sycl/softmax.cpp b/ggml/src/ggml-sycl/softmax.cpp index 83b7c71b6..b41124acc 100644 --- a/ggml/src/ggml-sycl/softmax.cpp +++ b/ggml/src/ggml-sycl/softmax.cpp @@ -277,7 +277,7 @@ static void soft_max_f32_sycl(const float *x, const T *mask, const int id = get_current_device_id(); const size_t smpbo = ggml_sycl_info().devices[id].smpbo; - if (nbytes_shared <= smpbo) { + if (nbytes_shared <= smpbo && ncols_x <= max_block_size) { launch_soft_max_kernels<32, 64, 128, 256, 512, 1024, 2048, 4096>( x, mask, sinks, dst, params, stream, block_dims, block_nums, nbytes_shared); From 9e79b0116ebb6ff4a1ef1b42a7f2f64182ec4f10 Mon Sep 17 00:00:00 2001 From: Xuan-Son Nguyen Date: Wed, 10 Dec 2025 10:26:22 +0100 Subject: [PATCH 18/21] convert: allow using quantized Mistral weight (#17889) * convert: allow using quantized Mistral weight * data_torch.ndim * update dequant fn Co-authored-by: compilade --------- Co-authored-by: compilade --- convert_hf_to_gguf.py | 28 ++++++++++++++++++++++++---- 1 file changed, 24 insertions(+), 4 deletions(-) diff --git a/convert_hf_to_gguf.py b/convert_hf_to_gguf.py index 2cc2a3882..867bc9053 100755 --- a/convert_hf_to_gguf.py +++ b/convert_hf_to_gguf.py @@ -383,6 +383,17 @@ class ModelBase: s = self.model_tensors[name] self.model_tensors[weight_name] = lambda w=w, s=s, bs=block_size: dequant_simple(w(), s(), bs) tensors_to_remove.append(name) + if name.endswith(".activation_scale"): # unused + tensors_to_remove.append(name) + # mistral format + if name.endswith(".qscale_weight"): + weight_name = name.removesuffix("qscale_weight") + "weight" + w = self.model_tensors[weight_name] + s = self.model_tensors[name] + self.model_tensors[weight_name] = lambda w=w, s=s, bs=block_size: dequant_simple(w(), s(), bs) + tensors_to_remove.append(name) + if name.endswith(".qscale_act"): + tensors_to_remove.append(name) elif quant_method == "gptq": for name in self.model_tensors.keys(): if name.endswith(".qweight"): @@ -2854,13 +2865,10 @@ class Mistral3Model(LlamaModel): self.gguf_writer.add_attn_temperature_scale(rope_params["llama_4_scaling_beta"]) def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None): - # TODO: probably not worth supporting quantized weight, as official BF16 is also available - if name.endswith("weight_scale_inv"): - raise ValueError("This is a quantized weight, please use BF16 weight instead") - name = name.replace("language_model.", "") if "multi_modal_projector" in name or "vision_tower" in name: return [] + return super().modify_tensors(data_torch, name, bid) @@ -9898,6 +9906,18 @@ class MistralModel(LlamaModel): self.gguf_writer.add_architecture() self.tensor_map = gguf.get_tensor_name_map(self.model_arch, self.block_count) + def dequant_model(self): + # transform quantization config into HF format + quant_config = self.hparams.get("quantization") + if quant_config is not None: + assert quant_config["qformat_weight"] == "fp8_e4m3" + self.hparams["quantization_config"] = { + "activation_scheme": "static", + "quant_method": "fp8", + "weight_block_size": None, + } + return super().dequant_model() + @staticmethod def get_community_chat_template(vocab: MistralVocab, templates_dir: Path, is_mistral_format: bool): assert TokenizerVersion is not None and Tekkenizer is not None and SentencePieceTokenizer is not None, _mistral_import_error_msg From 17f7f4baad8b3a716ee139da7bb56ae984e8c0fa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Johannes=20G=C3=A4=C3=9Fler?= Date: Wed, 10 Dec 2025 12:39:56 +0100 Subject: [PATCH 19/21] CUDA: fix unpadded strides in MMA FA kernel (#17891) --- ggml/src/ggml-cuda/fattn-mma-f16.cuh | 37 +++++++++++++--------------- ggml/src/ggml-cuda/fattn.cu | 16 +++++++++++- 2 files changed, 32 insertions(+), 21 deletions(-) diff --git a/ggml/src/ggml-cuda/fattn-mma-f16.cuh b/ggml/src/ggml-cuda/fattn-mma-f16.cuh index ade0773da..d51537f7d 100644 --- a/ggml/src/ggml-cuda/fattn-mma-f16.cuh +++ b/ggml/src/ggml-cuda/fattn-mma-f16.cuh @@ -955,22 +955,11 @@ static __device__ __forceinline__ void flash_attn_ext_f16_process_tile( (K_h2 + int64_t(kb0)*nbatch_fa*stride_K, tile_K, nbatch_K2, stride_K, k_VKQ_sup); } - for (; kb0 < kb0_stop-1; ++kb0) { - constexpr bool last_iter = false; - constexpr bool oob_check = false; - constexpr int k_VKQ_sup = nbatch_fa; - flash_attn_ext_f16_iter - - (Q_f2, K_h2, V_h2, mask_h, dstk, dstk_fixup, scale, slope, logit_softcap, - ne01, ne02, stride_K, stride_V, stride_mask, tile_Q, tile_K, tile_V, tile_mask, Q_B, VKQ_C, - KQ_max, KQ_rowsum, jt, kb0, k_VKQ_sup); - } // kb0_start is always < kb0_stop so the last iter can be executed unconditionally. if constexpr (ncols2 == 1) { - if (ne11 % nbatch_fa == 0) { - constexpr bool last_iter = true; - constexpr bool oob_check = false; + constexpr bool oob_check = true; + for (; kb0 < kb0_stop-1; ++kb0) { + constexpr bool last_iter = false; constexpr int k_VKQ_sup = nbatch_fa; flash_attn_ext_f16_iter + (Q_f2, K_h2, V_h2, mask_h, dstk, dstk_fixup, scale, slope, logit_softcap, + ne01, ne02, stride_K, stride_V, stride_mask, tile_Q, tile_K, tile_V, tile_mask, Q_B, VKQ_C, + KQ_max, KQ_rowsum, jt, kb0, k_VKQ_sup); + } else { + constexpr bool oob_check = false; + for (; kb0 < kb0_stop-1; ++kb0) { + constexpr bool last_iter = false; + constexpr int k_VKQ_sup = nbatch_fa; flash_attn_ext_f16_iter @@ -989,9 +988,7 @@ static __device__ __forceinline__ void flash_attn_ext_f16_process_tile( ne01, ne02, stride_K, stride_V, stride_mask, tile_Q, tile_K, tile_V, tile_mask, Q_B, VKQ_C, KQ_max, KQ_rowsum, jt, kb0, k_VKQ_sup); } - } else { constexpr bool last_iter = true; - constexpr bool oob_check = false; constexpr int k_VKQ_sup = nbatch_fa; flash_attn_ext_f16_iter src[0]; const ggml_tensor * K = dst->src[1]; + const ggml_tensor * V = dst->src[2]; const ggml_tensor * mask = dst->src[3]; float max_bias = 0.0f; memcpy(&max_bias, (const float *) KQV->op_params + 1, sizeof(float)); - const bool use_gqa_opt = mask && max_bias == 0.0f && K->ne[1] % FATTN_KQ_STRIDE == 0; + // Edge cases like no mask, ALiBi, unpadded K/V, or misaligned addresses for large data transfers + // are put into the template specialization without GQA optimizations. + bool use_gqa_opt = mask && max_bias == 0.0f && K->ne[1] % FATTN_KQ_STRIDE == 0; + for (const ggml_tensor * t : {Q, K, V, mask}) { + if (t == nullptr) { + continue; + } + for (size_t i = 1; i < GGML_MAX_DIMS; ++i) { + if (t->nb[i] % 16 != 0) { + use_gqa_opt = false; + break; + } + } + } GGML_ASSERT(Q->ne[2] % K->ne[2] == 0); const int gqa_ratio = Q->ne[2] / K->ne[2]; From 2d2e1030e3183f7d86f0f194297cd9a75aa707cf Mon Sep 17 00:00:00 2001 From: lhez Date: Wed, 10 Dec 2025 06:20:00 -0800 Subject: [PATCH 20/21] docs : update opencl ops (#17904) --- docs/ops.md | 32 +- docs/ops/OpenCL.csv | 19640 ++++++++++++++++++++++++++++++++---------- 2 files changed, 15146 insertions(+), 4526 deletions(-) diff --git a/docs/ops.md b/docs/ops.md index 6ede4a4f6..43163b39a 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -16,12 +16,12 @@ Legend: |-----------|------|------|------|------|------|------|------|------|------|------|------| | ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ✅ | ❌ | ❌ | | ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | +| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| ADD_ID | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | +| ADD_ID | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | | ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | | ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ❌ | ❌ | ❌ | | CEIL | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | ❌ | ❌ | | CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ✅ | ❌ | ❌ | ❌ | @@ -39,13 +39,13 @@ Legend: | CUMSUM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | | DIAG | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | ❌ | 🟡 | ✅ | ✅ | ❌ | ❌ | ❌ | -| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | +| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | ✅ | ❌ | ❌ | ❌ | | ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | | EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ✅ | ❌ | ❌ | | EXPM1 | ❌ | ❌ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | FILL | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | -| FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | +| FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | ❌ | | FLOOR | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | | GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | | GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ❌ | @@ -65,8 +65,8 @@ Legend: | L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | | LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | | LOG | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | ✅ | ❌ | ❌ | ❌ | -| MEAN | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| MUL | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | +| MEAN | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| MUL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | | MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ❌ | ❌ | ❌ | | NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ✅ | ❌ | ❌ | @@ -75,7 +75,7 @@ Legend: | OPT_STEP_ADAMW | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | | OPT_STEP_SGD | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | | OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | ❌ | -| PAD | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | ✅ | ❌ | ❌ | ❌ | +| PAD | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | ✅ | ❌ | ❌ | ❌ | | PAD_REFLECT_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | | POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | | REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ❌ | @@ -84,7 +84,7 @@ Legend: | REPEAT_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | | RMS_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| RMS_NORM_MUL_ADD | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | +| RMS_NORM_MUL_ADD | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | ROLL | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | | ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | ROPE_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | @@ -104,20 +104,20 @@ Legend: | SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ✅ | ❌ | ❌ | ❌ | | SOLVE_TRI | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | -| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | -| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | -| SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | +| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | +| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | +| SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | | SSM_SCAN | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | | STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ✅ | ❌ | ❌ | -| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | +| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | | SUM | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | -| SUM_ROWS | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ❌ | ❌ | +| SUM_ROWS | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ✅ | ❌ | ❌ | ❌ | | SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ❌ | -| SWIGLU_OAI | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | 🟡 | ✅ | ❌ | ❌ | +| SWIGLU_OAI | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | 🟡 | ✅ | ❌ | ❌ | | TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ❌ | | TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | | TOP_K | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | | TRI | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | | TRUNC | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | -| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | +| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | ❌ | ❌ | | XIELU | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | diff --git a/docs/ops/OpenCL.csv b/docs/ops/OpenCL.csv index df352e1ea..997d8a420 100644 --- a/docs/ops/OpenCL.csv +++ b/docs/ops/OpenCL.csv @@ -27,8 +27,20 @@ "OpenCL","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" "OpenCL","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" "OpenCL","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" @@ -57,8 +69,20 @@ "OpenCL","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","EXP","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" "OpenCL","EXP","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","CEIL","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","CEIL","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","ROUND","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","ROUND","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","ABS","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" "OpenCL","ABS","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","SGN","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" @@ -87,8 +111,20 @@ "OpenCL","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","EXP","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" "OpenCL","EXP","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","OpenCL" "OpenCL","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","OpenCL" +"OpenCL","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" "OpenCL","ABS","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" "OpenCL","ABS","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","SGN","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" @@ -117,8 +153,20 @@ "OpenCL","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","EXP","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" "OpenCL","EXP","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","EXPM1","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" "OpenCL","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","FLOOR","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","CEIL","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","CEIL","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","ROUND","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","ROUND","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","OpenCL" +"OpenCL","TRUNC","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","OpenCL" "OpenCL","REGLU","type=f16,ne_a=[128,2,2,2],v=0,swapped=0","support","1","yes","OpenCL" "OpenCL","REGLU","type=f16,ne_a=[5,7,11,13],v=0,swapped=0","support","1","yes","OpenCL" "OpenCL","REGLU","type=f16,ne_a=[128,2,2,2],v=0,swapped=1","support","1","yes","OpenCL" @@ -239,99 +287,117 @@ "OpenCL","GEGLU_QUICK","type=f32,ne_a=[5,7,11,13],v=1,swapped=1","support","1","yes","OpenCL" "OpenCL","GEGLU_QUICK","type=f32,ne_a=[128,2,2,2],v=1,split","support","1","yes","OpenCL" "OpenCL","GEGLU_QUICK","type=f32,ne_a=[5,7,11,13],v=1,split","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f32,n=1,m=8,r=2,b=1,v=0","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f32,n=256,m=5,r=4,b=1,v=0","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f32,n=256,m=5,r=4,b=1,v=1","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f32,n=256,m=5,r=4,b=7,v=0","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f32,n=256,m=5,r=4,b=7,v=1","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f16,n=256,m=5,r=4,b=1,v=0","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f16,n=256,m=5,r=4,b=1,v=1","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f16,n=256,m=5,r=4,b=7,v=0","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=f16,n=256,m=5,r=4,b=7,v=1","support","1","yes","OpenCL" -"OpenCL","GET_ROWS","type=bf16,n=256,m=5,r=4,b=1,v=0","support","0","no","OpenCL" -"OpenCL","GET_ROWS","type=bf16,n=256,m=5,r=4,b=1,v=1","support","0","no","OpenCL" -"OpenCL","GET_ROWS","type=bf16,n=256,m=5,r=4,b=7,v=0","support","0","no","OpenCL" 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"OpenCL","CONV_TRANSPOSE_2D","ne_input=[3,2,3,1],ne_kernel=[2,2,1,3],stride=1","support","0","no","OpenCL" "OpenCL","CONV_TRANSPOSE_2D","ne_input=[10,10,9,1],ne_kernel=[3,3,1,9],stride=2","support","0","no","OpenCL" +"OpenCL","CONV_TRANSPOSE_2D","ne_input=[129,63,35,1],ne_kernel=[3,3,48,35],stride=1","support","0","no","OpenCL" "OpenCL","COUNT_EQUAL","type=f32,ne=[4,500,1,1]","support","0","no","OpenCL" "OpenCL","COUNT_EQUAL","type=f32,ne=[4,5000,1,1]","support","0","no","OpenCL" "OpenCL","ARGMAX","type=f32,ne=[32,1,1,1]","support","0","no","OpenCL" +"OpenCL","ARGMAX","type=f32,ne=[32,513,1,1]","support","0","no","OpenCL" "OpenCL","ARGMAX","type=f32,ne=[100,10,1,1]","support","0","no","OpenCL" "OpenCL","ARGMAX","type=f32,ne=[1024,10,1,1]","support","0","no","OpenCL" "OpenCL","ARGMAX","type=f32,ne=[1024,12,1,1]","support","0","no","OpenCL" @@ -2621,498 +5014,563 @@ "OpenCL","SET","type_src=i32,type_dst=i32,ne=[6,5,4,3],dim=1","support","0","no","OpenCL" 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+"OpenCL","SUB","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","MUL","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","DIV","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","ADD","type=f32,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","SUB","type=f32,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","MUL","type=f32,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" @@ -3165,6 +5623,10 @@ "OpenCL","SUB","type=f32,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","OpenCL" "OpenCL","MUL","type=f32,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","OpenCL" "OpenCL","DIV","type=f32,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","OpenCL" +"OpenCL","ADD","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","SUB","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","MUL","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","DIV","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","ADD","type=f32,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","SUB","type=f32,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","MUL","type=f32,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" @@ -3217,70 +5679,61 @@ "OpenCL","SUB","type=f32,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","MUL","type=f32,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","DIV","type=f32,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[10,5,4,3],nr=[2,1,1,1],nf=2","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[16,5,4,3],nr=[1,2,1,1],nf=3","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[10,5,4,3],nr=[1,1,2,1],nf=4","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[16,5,4,3],nr=[1,1,1,2],nf=5","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[10,5,4,3],nr=[1,1,2,2],nf=6","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[10,5,4,3],nr=[1,2,2,2],nf=7","support","1","yes","OpenCL" -"OpenCL","ADD","type=f32,ne=[16,5,4,3],nr=[2,2,2,2],nf=8","support","1","yes","OpenCL" +"OpenCL","ADD","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","SUB","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","MUL","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" +"OpenCL","DIV","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","OpenCL" "OpenCL","ADD1","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" -"OpenCL","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000","support","1","yes","OpenCL" -"OpenCL","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000","support","1","yes","OpenCL" +"OpenCL","ADD1","type=f32,ne=[1024,1024,1,1]","support","0","no","OpenCL" +"OpenCL","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000,inplace=0","support","1","yes","OpenCL" +"OpenCL","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","1","yes","OpenCL" +"OpenCL","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=1","support","1","yes","OpenCL" +"OpenCL","SCALE","type=f32,ne=[100,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","1","yes","OpenCL" "OpenCL","SILU_BACK","type=f32,ne=[64,5,4,3],eps=0.000001","support","0","no","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000000","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000000","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000000,inplace=0","support","1","yes","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000,inplace=0","support","1","yes","OpenCL" "OpenCL","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000000","support","0","no","OpenCL" "OpenCL","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001,inplace=0","support","1","yes","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001,inplace=0","support","1","yes","OpenCL" "OpenCL","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000001","support","0","no","OpenCL" "OpenCL","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100,inplace=0","support","1","yes","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100,inplace=0","support","1","yes","OpenCL" "OpenCL","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000100","support","0","no","OpenCL" "OpenCL","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000,inplace=0","support","1","yes","OpenCL" "OpenCL","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000","support","1","yes","OpenCL" -"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000,inplace=0","support","1","yes","OpenCL" "OpenCL","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.100000","support","0","no","OpenCL" "OpenCL","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=0","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=1","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=0","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=1","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=0","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=1","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=0","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=1","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=0","support","1","yes","OpenCL" -"OpenCL","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=1","support","1","yes","OpenCL" +"OpenCL","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001,inplace=1","support","1","yes","OpenCL" "OpenCL","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[3,1024,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[3,1536,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[3,1536,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[3,1536,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[3,2048,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[3,2048,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[3,2048,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[4,1024,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[4,1024,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[4,1024,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[4,1536,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[4,1536,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[4,1536,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[4,2048,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[4,2048,1,1]","support","0","no","OpenCL" -"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[4,2048,1,1]","support","0","no","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[3,1024,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[3,1024,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[3,1024,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[3,1536,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[3,1536,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[3,1536,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[3,2048,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[3,2048,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[3,2048,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[4,1024,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[4,1024,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[4,1024,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[4,1536,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[4,1536,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[4,1536,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[4,2048,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[4,2048,1,1]","support","1","yes","OpenCL" +"OpenCL","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[4,2048,1,1]","support","1","yes","OpenCL" "OpenCL","SSM_SCAN","type=f32,d_state=16,head_dim=1,n_head=1024,n_group=1,n_seq_tokens=32,n_seqs=4","support","0","no","OpenCL" "OpenCL","SSM_SCAN","type=f32,d_state=128,head_dim=64,n_head=16,n_group=2,n_seq_tokens=32,n_seqs=4","support","0","no","OpenCL" "OpenCL","SSM_SCAN","type=f32,d_state=256,head_dim=64,n_head=8,n_group=2,n_seq_tokens=32,n_seqs=4","support","0","no","OpenCL" @@ -3296,1207 +5749,1816 @@ "OpenCL","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=1","support","0","no","OpenCL" "OpenCL","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=4","support","0","no","OpenCL" "OpenCL","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=128,n_seqs=4","support","0","no","OpenCL" -"OpenCL","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","OpenCL" -"OpenCL","MUL_MAT","type_a=f32,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","OpenCL" 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-"OpenCL","ROPE","type=f32,ne_a=[64,71,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,8,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=20,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=32,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,4,1],n_dims=32,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=20,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=32,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,4,1],n_dims=32,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,12,2,1],n_dims=128,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,28,2,1],n_dims=128,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,12,2,1],n_dims=20,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,28,2,1],n_dims=32,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,16,2,1],n_dims=80,mode=24,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,40,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,52,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,64,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,1,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,71,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,8,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=20,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=32,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,4,1],n_dims=32,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=20,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,2,1],n_dims=32,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,32,4,1],n_dims=32,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,12,2,1],n_dims=128,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,28,2,1],n_dims=128,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,12,2,1],n_dims=20,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,28,2,1],n_dims=32,mode=8,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[80,16,2,1],n_dims=80,mode=24,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.000000,ff=0,v=1","support","1","yes","OpenCL" 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-"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=0,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.000000,af=1.424500,ff=1,v=1","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.746500,af=1.000000,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.000000,ef=0.746500,af=1.000000,ff=0,v=0","support","1","yes","OpenCL" -"OpenCL","ROPE","type=f32,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.000000,ef=0.746500,af=1.000000,ff=0,v=1","support","1","yes","OpenCL" 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+"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f32,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","OpenCL" "OpenCL","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" "OpenCL","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","0","no","OpenCL" "OpenCL","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" "OpenCL","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","0","no","OpenCL" "OpenCL","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" +"OpenCL","OPT_STEP_SGD","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" From b6777218198888ed4b18d839e805f887562a9be4 Mon Sep 17 00:00:00 2001 From: Eric Zhang <34133756+EZForever@users.noreply.github.com> Date: Wed, 10 Dec 2025 22:22:40 +0800 Subject: [PATCH 21/21] model : Qwen3-Next-80B-A3B has 48 layers (#17898) * model : Qwen3-Next-80B-A3B has 48 layers * model : Add 80B-A3B type name --- src/llama-model.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/llama-model.cpp b/src/llama-model.cpp index 04fccc979..fc337b045 100644 --- a/src/llama-model.cpp +++ b/src/llama-model.cpp @@ -120,6 +120,7 @@ const char * llm_type_name(llm_type type) { case LLM_TYPE_16B_A1B: return "16B.A1B"; case LLM_TYPE_21B_A3B: return "21B.A3B"; case LLM_TYPE_30B_A3B: return "30B.A3B"; + case LLM_TYPE_80B_A3B: return "80B.A3B"; case LLM_TYPE_100B_A6B: return "100B.A6B"; case LLM_TYPE_106B_A12B: return "106B.A12B"; case LLM_TYPE_230B_A10B: return "230B.A10B"; @@ -2257,7 +2258,7 @@ void llama_model::load_hparams(llama_model_loader & ml) { } switch (hparams.n_layer) { - case 80: type = LLM_TYPE_80B_A3B; break; + case 48: type = LLM_TYPE_80B_A3B; break; default: type = LLM_TYPE_UNKNOWN; } } break;