export llama_timings as struct and expose them in server

This commit is contained in:
Tobias Lütke 2023-07-04 21:52:04 -04:00
parent a76ce02a6c
commit 30d973dc42
No known key found for this signature in database
GPG Key ID: 1FC0DBB14164709A
7 changed files with 1631 additions and 1309 deletions

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}; };
unsigned int completion_js_len = 2275; unsigned int completion_js_len = 2615;

File diff suppressed because it is too large Load Diff

View File

@ -72,6 +72,9 @@ export async function* llama(prompt, params = {}, config = {}) {
// if we got a stop token from server, we will break here // if we got a stop token from server, we will break here
if (result.data.stop) { if (result.data.stop) {
if (result.data.generation_settings) {
generation_settings = result.data.generation_settings;
}
break; break;
} }
} }

View File

@ -6,7 +6,6 @@
<title>llama.cpp - chat</title> <title>llama.cpp - chat</title>
<style> <style>
body { body {
background-color: #fff; background-color: #fff;
color: #000; color: #000;
@ -22,10 +21,6 @@
height: 100%; height: 100%;
} }
header, footer {
text-align: center;
}
main { main {
margin: 3px; margin: 3px;
display: flex; display: flex;
@ -99,6 +94,15 @@
margin: 0.5em 0; margin: 0.5em 0;
display: block; display: block;
} }
header, footer {
text-align: center;
}
footer {
font-size: 80%;
color: #888;
}
</style> </style>
<script type="module"> <script type="module">
@ -109,7 +113,7 @@
import { llama } from '/completion.js'; import { llama } from '/completion.js';
const session = signal({ const session = signal({
prompt: "This is a conversation between user and llama, a friendly chatbot. respond in markdown.", prompt: "This is a conversation between user and llama, a friendly chatbot. respond in simple markdown.",
template: "{{prompt}}\n\n{{history}}\n{{char}}:", template: "{{prompt}}\n\n{{history}}\n{{char}}:",
historyTemplate: "{{name}}: {{message}}", historyTemplate: "{{name}}: {{message}}",
transcript: [], transcript: [],
@ -118,15 +122,6 @@
user: "User", user: "User",
}) })
const transcriptUpdate = (transcript) => {
session.value = {
...session.value,
transcript
}
}
const chatStarted = computed(() => session.value.transcript.length > 0)
const params = signal({ const params = signal({
n_predict: 400, n_predict: 400,
temperature: 0.7, temperature: 0.7,
@ -136,8 +131,18 @@
top_p: 0.5, top_p: 0.5,
}) })
const llamaStats = signal(null)
const controller = signal(null) const controller = signal(null)
const generating = computed(() => controller.value == null ) const generating = computed(() => controller.value == null )
const chatStarted = computed(() => session.value.transcript.length > 0)
const transcriptUpdate = (transcript) => {
session.value = {
...session.value,
transcript
}
}
// simple template replace // simple template replace
const template = (str, extraSettings) => { const template = (str, extraSettings) => {
@ -181,7 +186,11 @@
transcriptUpdate([...history, ["{{char}}", currentMessage]]) transcriptUpdate([...history, ["{{char}}", currentMessage]])
if (data.stop) { if (data.stop) {
console.log("-->", data, ' response was:', currentMessage, 'transcript state:', session.value.transcript); console.log("Completion finished: '", currentMessage, "', summary: ", data);
}
if (data.timings) {
llamaStats.value = data.timings;
} }
} }
@ -219,13 +228,12 @@
return html` return html`
<form onsubmit=${submit}> <form onsubmit=${submit}>
<div> <div>
<textarea type="text" rows=2 onkeypress=${enterSubmits} value="${message}" oninput=${(e) => message.value = e.target.value} placeholder="Say something..."/> <textarea type="text" rows=2 onkeypress=${enterSubmits} value="${message}" oninput=${(e) => message.value = e.target.value} placeholder="Say something..."/>
</div> </div>
<div class="right"> <div class="right">
<button type="submit" disabled=${!generating.value} >Send</button> <button type="submit" disabled=${!generating.value} >Send</button>
<button onclick=${stop} disabled=${generating}>Stop</button> <button onclick=${stop} disabled=${generating}>Stop</button>
<button onclick=${reset}>Reset</button> <button onclick=${reset}>Reset</button>
</div> </div>
</form> </form>
` `
@ -243,7 +251,7 @@
}, [messages]) }, [messages])
const chatLine = ([user, msg]) => { const chatLine = ([user, msg]) => {
return html`<p key=${msg}><strong>${template(user)}:</strong> <${Markdown} text=${template(msg)} /></p>` return html`<p key=${msg}><strong>${template(user)}:</strong> <${Markdownish} text=${template(msg)} /></p>`
}; };
return html` return html`
@ -313,39 +321,52 @@
</form> </form>
` `
} }
const Markdown = (params) => { // poor mans markdown replacement
const md = params.text const Markdownish = (params) => {
.replace(/^#{1,6} (.*)$/gim, '<h3>$1</h3>') const md = params.text
.replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>') .replace(/^#{1,6} (.*)$/gim, '<h3>$1</h3>')
.replace(/__(.*?)__/g, '<strong>$1</strong>') .replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>')
.replace(/\*(.*?)\*/g, '<em>$1</em>') .replace(/__(.*?)__/g, '<strong>$1</strong>')
.replace(/_(.*?)_/g, '<em>$1</em>') .replace(/\*(.*?)\*/g, '<em>$1</em>')
.replace(/```.*?\n([\s\S]*?)```/g, '<pre><code>$1</code></pre>') .replace(/_(.*?)_/g, '<em>$1</em>')
.replace(/`(.*?)`/g, '<code>$1</code>') .replace(/```.*?\n([\s\S]*?)```/g, '<pre><code>$1</code></pre>')
.replace(/\n/gim, '<br />'); .replace(/`(.*?)`/g, '<code>$1</code>')
return html`<span dangerouslySetInnerHTML=${{ __html: md }} />`; .replace(/\n/gim, '<br />');
}; return html`<span dangerouslySetInnerHTML=${{ __html: md }} />`;
};
const ModelGenerationInfo = (params) => {
if (!llamaStats.value) {
return html`<span/>`
}
return html`
<span>
${llamaStats.value.predicted_per_token_ms.toFixed()}ms per token, ${llamaStats.value.predicted_per_second.toFixed(2)} tokens per second
</span>
`
}
function App(props) { function App(props) {
return html` return html`
<div id="container"> <div id="container">
<header> <header>
<h1>llama.cpp</h1> <h1>llama.cpp</h1>
</header> </header>
<main id="content"> <main id="content">
<${chatStarted.value ? ChatLog : ConfigForm} /> <${chatStarted.value ? ChatLog : ConfigForm} />
</main> </main>
<footer id="write"> <section id="write">
<${MessageInput} /> <${MessageInput} />
</footer> </section>
<footer> <footer>
<p>Powered by <a href="https://github.com/ggerganov/llama.cpp">llama.cpp</a> and <a href="https://ggml.ai">ggml.ai</a></p> <p><${ModelGenerationInfo} /></p>
</footer> <p>Powered by <a href="https://github.com/ggerganov/llama.cpp">llama.cpp</a> and <a href="https://ggml.ai">ggml.ai</a>.</p>
</div> </footer>
</div>
`; `;
} }

File diff suppressed because it is too large Load Diff

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@ -3480,23 +3480,35 @@ llama_token llama_token_nl() {
return 13; return 13;
} }
llama_timings llama_get_timings(struct llama_context * ctx) {
llama_timings timings;
timings.t_end_ms = ggml_time_ms();
timings.t_start_ms = 1e-3 * ctx->t_start_us;
timings.load_time_ms = 1e-3 * ctx->t_load_us;
timings.sample_time_ms = 1e-3 * ctx->t_sample_us;
timings.prompt_eval_time_ms = 1e-3 * ctx->t_p_eval_us;
timings.eval_time_ms = 1e-3 * ctx->t_eval_us;
timings.n_sample = std::max(1, ctx->n_sample);
timings.n_p_eval = std::max(1, ctx->n_p_eval);
timings.n_eval = std::max(1, ctx->n_eval);
return timings;
}
void llama_print_timings(struct llama_context * ctx) { void llama_print_timings(struct llama_context * ctx) {
const int64_t t_end_us = ggml_time_us(); llama_timings timings = llama_get_timings(ctx);
const int32_t n_sample = std::max(1, ctx->n_sample);
const int32_t n_eval = std::max(1, ctx->n_eval);
const int32_t n_p_eval = std::max(1, ctx->n_p_eval);
fprintf(stderr, "\n"); fprintf(stderr, "\n");
fprintf(stderr, "%s: load time = %8.2f ms\n", __func__, ctx->t_load_us / 1000.0); fprintf(stderr, "%s: load time = %8.2f ms\n", __func__, timings.load_time_ms);
fprintf(stderr, "%s: sample time = %8.2f ms / %5d runs (%8.2f ms per token, %8.2f tokens per second)\n", fprintf(stderr, "%s: sample time = %8.2f ms / %5d runs (%8.2f ms per token, %8.2f tokens per second)\n",
__func__, 1e-3 * ctx->t_sample_us, n_sample, 1e-3 * ctx->t_sample_us / n_sample, 1e6 / ctx->t_sample_us * n_sample); __func__, timings.sample_time_ms, timings.n_sample, timings.sample_time_ms / timings.n_sample, 1e3 / timings.sample_time_ms * timings.n_sample);
fprintf(stderr, "%s: prompt eval time = %8.2f ms / %5d tokens (%8.2f ms per token, %8.2f tokens per second)\n", fprintf(stderr, "%s: prompt eval time = %8.2f ms / %5d tokens (%8.2f ms per token, %8.2f tokens per second)\n",
__func__, 1e-3 * ctx->t_p_eval_us, n_p_eval, 1e-3 * ctx->t_p_eval_us / n_p_eval, 1e6 / ctx->t_p_eval_us * n_p_eval); __func__, timings.prompt_eval_time_ms, timings.n_p_eval, timings.prompt_eval_time_ms / timings.n_p_eval, 1e3 / timings.prompt_eval_time_ms * timings.n_p_eval);
fprintf(stderr, "%s: eval time = %8.2f ms / %5d runs (%8.2f ms per token, %8.2f tokens per second)\n", fprintf(stderr, "%s: eval time = %8.2f ms / %5d runs (%8.2f ms per token, %8.2f tokens per second)\n",
__func__, 1e-3 * ctx->t_eval_us, n_eval, 1e-3 * ctx->t_eval_us / n_eval, 1e6 / ctx->t_eval_us * n_eval); __func__, timings.eval_time_ms, timings.n_eval, timings.eval_time_ms / timings.n_eval, 1e3 / timings.eval_time_ms * timings.n_eval);
fprintf(stderr, "%s: total time = %8.2f ms\n", __func__, (t_end_us - ctx->t_start_us)/1000.0); fprintf(stderr, "%s: total time = %8.2f ms\n", __func__, (timings.t_end_ms - timings.t_start_ms));
} }
void llama_reset_timings(struct llama_context * ctx) { void llama_reset_timings(struct llama_context * ctx) {

15
llama.h
View File

@ -134,6 +134,20 @@ extern "C" {
bool quantize_output_tensor; // quantize output.weight bool quantize_output_tensor; // quantize output.weight
} llama_model_quantize_params; } llama_model_quantize_params;
// performance timing information
struct llama_timings {
double t_start_ms;
double t_end_ms;
double load_time_ms;
double sample_time_ms;
double prompt_eval_time_ms;
double eval_time_ms;
int32_t n_sample;
int32_t n_p_eval;
int32_t n_eval;
};
LLAMA_API struct llama_context_params llama_context_default_params(); LLAMA_API struct llama_context_params llama_context_default_params();
LLAMA_API struct llama_model_quantize_params llama_model_quantize_default_params(); LLAMA_API struct llama_model_quantize_params llama_model_quantize_default_params();
@ -331,6 +345,7 @@ extern "C" {
LLAMA_API llama_token llama_sample_token(struct llama_context * ctx, llama_token_data_array * candidates); LLAMA_API llama_token llama_sample_token(struct llama_context * ctx, llama_token_data_array * candidates);
// Performance information // Performance information
LLAMA_API llama_timings llama_get_timings(struct llama_context * ctx);
LLAMA_API void llama_print_timings(struct llama_context * ctx); LLAMA_API void llama_print_timings(struct llama_context * ctx);
LLAMA_API void llama_reset_timings(struct llama_context * ctx); LLAMA_API void llama_reset_timings(struct llama_context * ctx);